warning: commands will be executed using /bin/sh
job 888 at Wed Sep  4 09:39:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08242013_reo/gatsby140_08242013_reo
ElecNo	10
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
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 1577819 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 525939 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 27662 members 
Mstep: Class 3 contains 27656 members 
Mstep: Class 4 contains 27604 members 
Mstep: Class 5 contains 27693 members 
Mstep: Class 6 contains 27851 members 
Mstep: Class 7 contains 27436 members 
Mstep: Class 8 contains 27655 members 
Mstep: Class 9 contains 27682 members 
Mstep: Class 10 contains 27762 members 
Mstep: Class 11 contains 27680 members 
Mstep: Class 12 contains 27557 members 
Mstep: Class 13 contains 27667 members 
Mstep: Class 14 contains 27740 members 
Mstep: Class 15 contains 27899 members 
Mstep: Class 16 contains 27608 members 
Mstep: Class 17 contains 27665 members 
Mstep: Class 18 contains 27606 members 
Mstep: Class 19 contains 27532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1344.477905 but Gain 2140.601562
Score: -64143600.000000 Penalty: 38530.851562
Iteration 0F: 19 clusters Score -6.41436e+07 nChanged 496590
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 20060 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 30806 members 
Mstep: Class 5 contains 98004 members 
Mstep: Class 6 contains 28265 members 
Mstep: Class 7 contains 6589 members 
Mstep: Class 8 contains 8489 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 75259 members 
Mstep: Class 12 contains 15402 members 
Mstep: Class 13 contains 29260 members 
Mstep: Class 14 contains 12476 members 
Mstep: Class 15 contains 8142 members 
Mstep: Class 16 contains 90276 members 
Mstep: Class 17 contains 13012 members 
Mstep: Class 18 contains 12820 members 
Mstep: Class 19 contains 26217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65103448.000000 Penalty: 38530.851562
Iteration 1F: 19 clusters Score -6.510345e+07 nChanged 152968
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 15560 members 
Mstep: Class 3 contains 5929 members 
Mstep: Class 4 contains 26756 members 
Mstep: Class 5 contains 123021 members 
Mstep: Class 6 contains 23083 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 9743 members 
Mstep: Class 10 contains 91066 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 23848 members 
Mstep: Class 14 contains 8690 members 
Mstep: Class 15 contains 3615 members 
Mstep: Class 16 contains 108356 members 
Mstep: Class 17 contains 8802 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 21520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1761.485718 but Gain 2140.605469
Score: -65227780.000000 Penalty: 36390.246094
Iteration 2F: 18 clusters Score -6.522778e+07 nChanged 108234
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 10627 members 
Mstep: Class 3 contains 5977 members 
Mstep: Class 4 contains 23864 members 
Mstep: Class 5 contains 127054 members 
Mstep: Class 6 contains 20884 members 
Mstep: Class 7 contains 4955 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 8799 members 
Mstep: Class 10 contains 109290 members 
Mstep: Class 12 contains 6289 members 
Mstep: Class 13 contains 20611 members 
Mstep: Class 14 contains 6470 members 
Mstep: Class 16 contains 114315 members 
Mstep: Class 17 contains 5779 members 
Mstep: Class 18 contains 9681 members 
Mstep: Class 19 contains 15549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1747.644653 but Gain 2140.601562
Score: -65295648.000000 Penalty: 34249.644531
Iteration 3F: 17 clusters Score -6.529565e+07 nChanged 91675
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 6871 members 
Mstep: Class 3 contains 6563 members 
Mstep: Class 4 contains 23235 members 
Mstep: Class 5 contains 118372 members 
Mstep: Class 6 contains 20808 members 
Mstep: Class 7 contains 4009 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 128360 members 
Mstep: Class 12 contains 5106 members 
Mstep: Class 13 contains 19172 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 16 contains 112211 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 9624 members 
Mstep: Class 19 contains 11989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65355536.000000 Penalty: 34249.644531
Iteration 4F: 17 clusters Score -6.535554e+07 nChanged 81196
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 7754 members 
Mstep: Class 4 contains 25246 members 
Mstep: Class 5 contains 108486 members 
Mstep: Class 6 contains 21573 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 9 contains 6002 members 
Mstep: Class 10 contains 138639 members 
Mstep: Class 12 contains 4475 members 
Mstep: Class 13 contains 18499 members 
Mstep: Class 14 contains 3470 members 
Mstep: Class 16 contains 107372 members 
Mstep: Class 17 contains 2525 members 
Mstep: Class 18 contains 9317 members 
Mstep: Class 19 contains 11134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1987.348145 but Gain 2140.603516
Score: -65408288.000000 Penalty: 32109.041016
Iteration 5F: 16 clusters Score -6.540829e+07 nChanged 74963
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 3701 members 
Mstep: Class 3 contains 9220 members 
Mstep: Class 4 contains 29548 members 
Mstep: Class 5 contains 103203 members 
Mstep: Class 6 contains 22329 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 136437 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 18166 members 
Mstep: Class 16 contains 105421 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 8874 members 
Mstep: Class 19 contains 12210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1632.420654 but Gain 2140.601562
Score: -65465028.000000 Penalty: 29968.439453
Iteration 6F: 15 clusters Score -6.546503e+07 nChanged 62971
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 10675 members 
Mstep: Class 4 contains 33929 members 
Mstep: Class 5 contains 102656 members 
Mstep: Class 6 contains 22253 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 130048 members 
Mstep: Class 12 contains 3762 members 
Mstep: Class 13 contains 16819 members 
Mstep: Class 16 contains 102414 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 14007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65511048.000000 Penalty: 29968.439453
Iteration 7F: 15 clusters Score -6.551105e+07 nChanged 53141
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 11892 members 
Mstep: Class 4 contains 37520 members 
Mstep: Class 5 contains 104417 members 
Mstep: Class 6 contains 21552 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 122404 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 14748 members 
Mstep: Class 16 contains 98674 members 
Mstep: Class 18 contains 8114 members 
Mstep: Class 19 contains 15910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65545056.000000 Penalty: 29968.439453
Iteration 8F: 15 clusters Score -6.554506e+07 nChanged 46248
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 1870 members 
Mstep: Class 3 contains 13216 members 
Mstep: Class 4 contains 39737 members 
Mstep: Class 5 contains 106772 members 
Mstep: Class 6 contains 20381 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 9 contains 2045 members 
Mstep: Class 10 contains 114222 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 12447 members 
Mstep: Class 16 contains 95820 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 17592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1876.496094 but Gain 2140.603516
Score: -65565500.000000 Penalty: 27827.835938
Iteration 9F: 14 clusters Score -6.55655e+07 nChanged 39639
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 41474 members 
Mstep: Class 5 contains 109400 members 
Mstep: Class 6 contains 19459 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 9 contains 1787 members 
Mstep: Class 10 contains 105843 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 10870 members 
Mstep: Class 16 contains 94611 members 
Mstep: Class 18 contains 7565 members 
Mstep: Class 19 contains 19622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1906.934082 but Gain 2140.601562
Score: -65580804.000000 Penalty: 25687.234375
Iteration 10F: 13 clusters Score -6.55808e+07 nChanged 31244
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 100011 members 
Mstep: Class 3 contains 16065 members 
Mstep: Class 4 contains 43667 members 
Mstep: Class 5 contains 111533 members 
Mstep: Class 6 contains 19531 members 
Mstep: Class 7 contains 918 members 
Mstep: Class 10 contains 97949 members 
Mstep: Class 12 contains 2992 members 
Mstep: Class 13 contains 9688 members 
Mstep: Class 16 contains 94593 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 20970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65592284.000000 Penalty: 25687.234375
Iteration 11F: 13 clusters Score -6.559228e+07 nChanged 23341
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 3 contains 16996 members 
Mstep: Class 4 contains 46245 members 
Mstep: Class 5 contains 113037 members 
Mstep: Class 6 contains 19702 members 
Mstep: Class 7 contains 852 members 
Mstep: Class 10 contains 91167 members 
Mstep: Class 12 contains 2889 members 
Mstep: Class 13 contains 8930 members 
Mstep: Class 16 contains 95244 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 22096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65599396.000000 Penalty: 25687.234375
Iteration 12Q: 13 clusters Score -6.55994e+07 nChanged 18668
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 3 contains 17604 members 
Mstep: Class 4 contains 49015 members 
Mstep: Class 5 contains 113960 members 
Mstep: Class 6 contains 20318 members 
Mstep: Class 7 contains 809 members 
Mstep: Class 10 contains 85840 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 8401 members 
Mstep: Class 16 contains 96138 members 
Mstep: Class 18 contains 8128 members 
Mstep: Class 19 contains 23048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65605336.000000 Penalty: 25687.234375
Iteration 13Q: 13 clusters Score -6.560534e+07 nChanged 14956
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 3 contains 18034 members 
Mstep: Class 4 contains 51885 members 
Mstep: Class 5 contains 114440 members 
Mstep: Class 6 contains 21076 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 10 contains 81767 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 13 contains 8062 members 
Mstep: Class 16 contains 97003 members 
Mstep: Class 18 contains 8191 members 
Mstep: Class 19 contains 23737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65610016.000000 Penalty: 25687.234375
Iteration 14Q: 13 clusters Score -6.561002e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 3 contains 18290 members 
Mstep: Class 4 contains 54963 members 
Mstep: Class 5 contains 114483 members 
Mstep: Class 6 contains 21931 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 10 contains 78992 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 7783 members 
Mstep: Class 16 contains 97589 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 24250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65614408.000000 Penalty: 25687.234375
Iteration 15Q: 13 clusters Score -6.561441e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 3 contains 18398 members 
Mstep: Class 4 contains 58017 members 
Mstep: Class 5 contains 114460 members 
Mstep: Class 6 contains 22898 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 10 contains 77017 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 7571 members 
Mstep: Class 16 contains 97958 members 
Mstep: Class 18 contains 8194 members 
Mstep: Class 19 contains 24598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65618656.000000 Penalty: 25687.234375
Iteration 16Q: 13 clusters Score -6.561866e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 3 contains 18447 members 
Mstep: Class 4 contains 61100 members 
Mstep: Class 5 contains 114371 members 
Mstep: Class 6 contains 23856 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 10 contains 75640 members 
Mstep: Class 12 contains 2497 members 
Mstep: Class 13 contains 7389 members 
Mstep: Class 16 contains 98189 members 
Mstep: Class 18 contains 8148 members 
Mstep: Class 19 contains 24798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65622968.000000 Penalty: 25687.234375
Iteration 17Q: 13 clusters Score -6.562297e+07 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 3 contains 18435 members 
Mstep: Class 4 contains 64263 members 
Mstep: Class 5 contains 114070 members 
Mstep: Class 6 contains 24823 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 10 contains 74844 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 7232 members 
Mstep: Class 16 contains 98171 members 
Mstep: Class 18 contains 8126 members 
Mstep: Class 19 contains 24787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65626704.000000 Penalty: 25687.234375
Iteration 18Q: 13 clusters Score -6.56267e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 3 contains 18387 members 
Mstep: Class 4 contains 67527 members 
Mstep: Class 5 contains 113556 members 
Mstep: Class 6 contains 25692 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 10 contains 74508 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 7102 members 
Mstep: Class 16 contains 97980 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 24589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65631052.000000 Penalty: 25687.234375
Iteration 19Q: 13 clusters Score -6.563105e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 3 contains 18294 members 
Mstep: Class 4 contains 70769 members 
Mstep: Class 5 contains 112934 members 
Mstep: Class 6 contains 26427 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 10 contains 74310 members 
Mstep: Class 12 contains 2273 members 
Mstep: Class 13 contains 7001 members 
Mstep: Class 16 contains 97708 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 24242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65635524.000000 Penalty: 25687.234375
Iteration 20F: 13 clusters Score -6.563552e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 3 contains 18175 members 
Mstep: Class 4 contains 73579 members 
Mstep: Class 5 contains 112272 members 
Mstep: Class 6 contains 27141 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 10 contains 74307 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 6963 members 
Mstep: Class 16 contains 97463 members 
Mstep: Class 18 contains 8093 members 
Mstep: Class 19 contains 23766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65639780.000000 Penalty: 25687.234375
Iteration 21Q: 13 clusters Score -6.563978e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 3 contains 18026 members 
Mstep: Class 4 contains 75973 members 
Mstep: Class 5 contains 111450 members 
Mstep: Class 6 contains 27730 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 10 contains 74415 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 16 contains 97360 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 23189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65643540.000000 Penalty: 25687.234375
Iteration 22Q: 13 clusters Score -6.564354e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 3 contains 17904 members 
Mstep: Class 4 contains 78084 members 
Mstep: Class 5 contains 110473 members 
Mstep: Class 6 contains 28252 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 10 contains 74513 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 7838 members 
Mstep: Class 16 contains 97367 members 
Mstep: Class 18 contains 8091 members 
Mstep: Class 19 contains 22465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65647908.000000 Penalty: 25687.234375
Iteration 23Q: 13 clusters Score -6.564791e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 3 contains 17792 members 
Mstep: Class 4 contains 79896 members 
Mstep: Class 5 contains 109365 members 
Mstep: Class 6 contains 28559 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 10 contains 74566 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 9223 members 
Mstep: Class 16 contains 97353 members 
Mstep: Class 18 contains 8102 members 
Mstep: Class 19 contains 21653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65652444.000000 Penalty: 25687.234375
Iteration 24Q: 13 clusters Score -6.565244e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 3 contains 17734 members 
Mstep: Class 4 contains 81023 members 
Mstep: Class 5 contains 108106 members 
Mstep: Class 6 contains 28701 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 10 contains 74580 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 11411 members 
Mstep: Class 16 contains 97346 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 20882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65657292.000000 Penalty: 25687.234375
Iteration 25Q: 13 clusters Score -6.565729e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 3 contains 17698 members 
Mstep: Class 4 contains 81396 members 
Mstep: Class 5 contains 106625 members 
Mstep: Class 6 contains 28743 members 
Mstep: Class 7 contains 762 members 
Mstep: Class 10 contains 74594 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 16 contains 97195 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 20246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65662956.000000 Penalty: 25687.234375
Iteration 26Q: 13 clusters Score -6.566296e+07 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 3 contains 17648 members 
Mstep: Class 4 contains 81253 members 
Mstep: Class 5 contains 105052 members 
Mstep: Class 6 contains 28524 members 
Mstep: Class 7 contains 759 members 
Mstep: Class 10 contains 74836 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 18138 members 
Mstep: Class 16 contains 96942 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 19627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65668748.000000 Penalty: 25687.234375
Iteration 27Q: 13 clusters Score -6.566875e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 3 contains 17605 members 
Mstep: Class 4 contains 80616 members 
Mstep: Class 5 contains 103508 members 
Mstep: Class 6 contains 28049 members 
Mstep: Class 7 contains 757 members 
Mstep: Class 10 contains 75386 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 21777 members 
Mstep: Class 16 contains 96608 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 19144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65673420.000000 Penalty: 25687.234375
Iteration 28Q: 13 clusters Score -6.567342e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 3 contains 17573 members 
Mstep: Class 4 contains 79784 members 
Mstep: Class 5 contains 102065 members 
Mstep: Class 6 contains 27421 members 
Mstep: Class 7 contains 755 members 
Mstep: Class 10 contains 76236 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 25000 members 
Mstep: Class 16 contains 96293 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 18720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2049.406494 but Gain 2140.603516
Score: -65677548.000000 Penalty: 23546.630859
Iteration 29Q: 12 clusters Score -6.567755e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 3 contains 18078 members 
Mstep: Class 4 contains 79147 members 
Mstep: Class 5 contains 100666 members 
Mstep: Class 6 contains 26710 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 10 contains 77354 members 
Mstep: Class 13 contains 27782 members 
Mstep: Class 16 contains 95923 members 
Mstep: Class 18 contains 8334 members 
Mstep: Class 19 contains 18371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65683136.000000 Penalty: 23546.630859
Iteration 30Q: 12 clusters Score -6.568314e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 3 contains 17955 members 
Mstep: Class 4 contains 78737 members 
Mstep: Class 5 contains 99328 members 
Mstep: Class 6 contains 26067 members 
Mstep: Class 7 contains 753 members 
Mstep: Class 10 contains 78688 members 
Mstep: Class 13 contains 30041 members 
Mstep: Class 16 contains 95500 members 
Mstep: Class 18 contains 8347 members 
Mstep: Class 19 contains 18108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65686976.000000 Penalty: 23546.630859
Iteration 31Q: 12 clusters Score -6.568698e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 3 contains 17834 members 
Mstep: Class 4 contains 78583 members 
Mstep: Class 5 contains 97907 members 
Mstep: Class 6 contains 25666 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 10 contains 80054 members 
Mstep: Class 13 contains 31750 members 
Mstep: Class 16 contains 95125 members 
Mstep: Class 18 contains 8358 members 
Mstep: Class 19 contains 17825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65690024.000000 Penalty: 23546.630859
Iteration 32Q: 12 clusters Score -6.569002e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 3 contains 17757 members 
Mstep: Class 4 contains 78350 members 
Mstep: Class 5 contains 96585 members 
Mstep: Class 6 contains 25690 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 10 contains 81304 members 
Mstep: Class 13 contains 32996 members 
Mstep: Class 16 contains 94811 members 
Mstep: Class 18 contains 8277 members 
Mstep: Class 19 contains 17587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65692848.000000 Penalty: 23546.630859
Iteration 33Q: 12 clusters Score -6.569285e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 3 contains 17665 members 
Mstep: Class 4 contains 78138 members 
Mstep: Class 5 contains 95364 members 
Mstep: Class 6 contains 26275 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 10 contains 82327 members 
Mstep: Class 13 contains 33885 members 
Mstep: Class 16 contains 94413 members 
Mstep: Class 18 contains 8146 members 
Mstep: Class 19 contains 17340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65695528.000000 Penalty: 23546.630859
Iteration 34Q: 12 clusters Score -6.569553e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 3 contains 17576 members 
Mstep: Class 4 contains 77853 members 
Mstep: Class 5 contains 94177 members 
Mstep: Class 6 contains 27290 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 10 contains 83196 members 
Mstep: Class 13 contains 34447 members 
Mstep: Class 16 contains 94051 members 
Mstep: Class 18 contains 7985 members 
Mstep: Class 19 contains 17094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65697440.000000 Penalty: 23546.630859
Iteration 35Q: 12 clusters Score -6.569744e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 77554 members 
Mstep: Class 5 contains 93074 members 
Mstep: Class 6 contains 28632 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 10 contains 83904 members 
Mstep: Class 13 contains 34846 members 
Mstep: Class 16 contains 93658 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 16876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65699284.000000 Penalty: 23546.630859
Iteration 36Q: 12 clusters Score -6.569928e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 3 contains 17386 members 
Mstep: Class 4 contains 77267 members 
Mstep: Class 5 contains 92025 members 
Mstep: Class 6 contains 30069 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 10 contains 84452 members 
Mstep: Class 13 contains 35186 members 
Mstep: Class 16 contains 93290 members 
Mstep: Class 18 contains 7646 members 
Mstep: Class 19 contains 16630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65700980.000000 Penalty: 23546.630859
Iteration 37Q: 12 clusters Score -6.570098e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 3 contains 17267 members 
Mstep: Class 4 contains 77026 members 
Mstep: Class 5 contains 91099 members 
Mstep: Class 6 contains 31536 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 10 contains 84811 members 
Mstep: Class 13 contains 35356 members 
Mstep: Class 16 contains 92968 members 
Mstep: Class 18 contains 7464 members 
Mstep: Class 19 contains 16428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65702356.000000 Penalty: 23546.630859
Iteration 38Q: 12 clusters Score -6.570236e+07 nChanged 5491
Entering ConstructFrom: 
Score: -65702356.000000 Penalty: 23546.630859
Entering ConstructFrom: 
Trying to split cluster 1 (71141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Entering Unmasked Estep 
Score: -8935153.000000 Penalty: 1815.518188
	Iteration 0F: 2 clusters Score -8935153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -8887827.000000 Penalty: 3631.036377
	Iteration 0F: 3 clusters Score -8887827 nChanged 33795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -8907396.000000 Penalty: 3631.036377
	Iteration 1F: 3 clusters Score -8907396 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -8908090.000000 Penalty: 3631.036377
	Iteration 2Q: 3 clusters Score -8908090 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -8909065.000000 Penalty: 3631.036377
	Iteration 3Q: 3 clusters Score -8909065 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -8910578.000000 Penalty: 3631.036377
	Iteration 4Q: 3 clusters Score -8910578 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -8913123.000000 Penalty: 3631.036377
	Iteration 5F: 3 clusters Score -8913123 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -8917118.000000 Penalty: 3631.036377
	Iteration 6F: 3 clusters Score -8917118 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -8922098.000000 Penalty: 3631.036377
	Iteration 7F: 3 clusters Score -8922098 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -8926592.000000 Penalty: 3631.036377
	Iteration 8F: 3 clusters Score -8926592 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -8929804.000000 Penalty: 3631.036377
	Iteration 9Q: 3 clusters Score -8929804 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8931715.000000 Penalty: 3631.036377
	Iteration 10Q: 3 clusters Score -8931715 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68967 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8932771.000000 Penalty: 3631.036377
	Iteration 11Q: 3 clusters Score -8932771 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8933272.000000 Penalty: 3631.036377
	Iteration 12Q: 3 clusters Score -8933272 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8933523.000000 Penalty: 3631.036377
	Iteration 13Q: 3 clusters Score -8933523 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8933680.000000 Penalty: 3631.036377
	Iteration 14Q: 3 clusters Score -8933680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8933718.000000 Penalty: 3631.036377
	Iteration 15Q: 3 clusters Score -8933718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8933770.000000 Penalty: 3631.036377
	Iteration 16Q: 3 clusters Score -8933770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8933804.000000 Penalty: 3631.036377
	Iteration 17Q: 3 clusters Score -8933804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8933822.000000 Penalty: 3631.036377
	Iteration 18Q: 3 clusters Score -8933822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8933847.000000 Penalty: 3631.036377
	Iteration 19Q: 3 clusters Score -8933847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8933862.000000 Penalty: 3631.036377
	Iteration 20F: 3 clusters Score -8933862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8933873.000000 Penalty: 3631.036377
	Iteration 21Q: 3 clusters Score -8933873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8933876.000000 Penalty: 3631.036377
	Iteration 22Q: 3 clusters Score -8933876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8933869.000000 Penalty: 3631.036377
	Iteration 23Q: 3 clusters Score -8933869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70053 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8933879.000000 Penalty: 3631.036377
	Iteration 24Q: 3 clusters Score -8933879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8933879.000000 Penalty: 3631.036377
	Iteration 25Q: 3 clusters Score -8933879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8933883.000000 Penalty: 3631.036377
	Iteration 26Q: 3 clusters Score -8933883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8933891.000000 Penalty: 3631.036377
	Iteration 27Q: 3 clusters Score -8933891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8933901.000000 Penalty: 3631.036377
	Iteration 28Q: 3 clusters Score -8933901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8933898.000000 Penalty: 3631.036377
	Iteration 29Q: 3 clusters Score -8933898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8933890.000000 Penalty: 3631.036377
	Iteration 30Q: 3 clusters Score -8933890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8933889.000000 Penalty: 3631.036377
	Iteration 31Q: 3 clusters Score -8933889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8933892.000000 Penalty: 3631.036377
	Iteration 32Q: 3 clusters Score -8933892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8933890.000000 Penalty: 3631.036377
	Iteration 33Q: 3 clusters Score -8933890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8933890.000000 Penalty: 3631.036377
	Iteration 34Q: 3 clusters Score -8933890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8933888.000000 Penalty: 3631.036377
	Iteration 35Q: 3 clusters Score -8933888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8933882.000000 Penalty: 3631.036377
	Iteration 36Q: 3 clusters Score -8933882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70094 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8933888.000000 Penalty: 3631.036377
	Iteration 37Q: 3 clusters Score -8933888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8933879.000000 Penalty: 3631.036377
	Iteration 38Q: 3 clusters Score -8933879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8933890.000000 Penalty: 3631.036377
	Iteration 39Q: 3 clusters Score -8933890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8933884.000000 Penalty: 3631.036377
	Iteration 40F: 3 clusters Score -8933884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8933886.000000 Penalty: 3631.036377
	Iteration 41Q: 3 clusters Score -8933886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8933882.000000 Penalty: 3631.036377
	Iteration 42Q: 3 clusters Score -8933882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8933894.000000 Penalty: 3631.036377
	Iteration 43Q: 3 clusters Score -8933894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8933897.000000 Penalty: 3631.036377
	Iteration 44Q: 3 clusters Score -8933897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8933903.000000 Penalty: 3631.036377
	Iteration 45Q: 3 clusters Score -8933903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8933905.000000 Penalty: 3631.036377
	Iteration 46Q: 3 clusters Score -8933905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8933899.000000 Penalty: 3631.036377
	Iteration 47Q: 3 clusters Score -8933899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8933901.000000 Penalty: 3631.036377
	Iteration 48Q: 3 clusters Score -8933901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8933900.000000 Penalty: 3631.036377
	Iteration 49Q: 3 clusters Score -8933900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8933902.000000 Penalty: 3631.036377
	Iteration 50Q: 3 clusters Score -8933902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8933902.000000 Penalty: 3631.036377
	Iteration 51Q: 3 clusters Score -8933902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8933905.000000 Penalty: 3631.036377
	Iteration 52Q: 3 clusters Score -8933905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8933908.000000 Penalty: 3631.036377
	Iteration 53Q: 3 clusters Score -8933908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8933917.000000 Penalty: 3631.036377
	Iteration 54Q: 3 clusters Score -8933917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8933921.000000 Penalty: 3631.036377
	Iteration 55Q: 3 clusters Score -8933921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8933924.000000 Penalty: 3631.036377
	Iteration 56Q: 3 clusters Score -8933924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8933927.000000 Penalty: 3631.036377
	Iteration 57Q: 3 clusters Score -8933927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8933924.000000 Penalty: 3631.036377
	Iteration 58Q: 3 clusters Score -8933924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8933924.000000 Penalty: 3631.036377
	Iteration 59F: 3 clusters Score -8933924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Entering Unmasked Estep 
Score: -2084206.000000 Penalty: 1584.287598
	Iteration 0F: 2 clusters Score -2084206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2072329.750000 Penalty: 3168.575195
	Iteration 0F: 3 clusters Score -2072330 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2076673.500000 Penalty: 3168.575195
	Iteration 1F: 3 clusters Score -2076674 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2077447.875000 Penalty: 3168.575195
	Iteration 2F: 3 clusters Score -2077448 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2078571.500000 Penalty: 3168.575195
	Iteration 3F: 3 clusters Score -2078572 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2080053.750000 Penalty: 3168.575195
	Iteration 4F: 3 clusters Score -2080054 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2081595.625000 Penalty: 3168.575195
	Iteration 5F: 3 clusters Score -2081596 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2082768.250000 Penalty: 3168.575195
	Iteration 6F: 3 clusters Score -2082768 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2083374.875000 Penalty: 3168.575195
	Iteration 7F: 3 clusters Score -2083375 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2083610.125000 Penalty: 3168.575195
	Iteration 8Q: 3 clusters Score -2083610 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2083699.250000 Penalty: 3168.575195
	Iteration 9Q: 3 clusters Score -2083699 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2083741.000000 Penalty: 3168.575195
	Iteration 10Q: 3 clusters Score -2083741 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2083759.375000 Penalty: 3168.575195
	Iteration 11Q: 3 clusters Score -2083759 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2083778.250000 Penalty: 3168.575195
	Iteration 12Q: 3 clusters Score -2083778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2083793.625000 Penalty: 3168.575195
	Iteration 13Q: 3 clusters Score -2083794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2083803.500000 Penalty: 3168.575195
	Iteration 14Q: 3 clusters Score -2083804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2083815.500000 Penalty: 3168.575195
	Iteration 15Q: 3 clusters Score -2083816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2083825.875000 Penalty: 3168.575195
	Iteration 16Q: 3 clusters Score -2083826 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2083852.250000 Penalty: 3168.575195
	Iteration 17Q: 3 clusters Score -2083852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2083870.875000 Penalty: 3168.575195
	Iteration 18Q: 3 clusters Score -2083871 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2083902.875000 Penalty: 3168.575195
	Iteration 19Q: 3 clusters Score -2083903 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2083935.000000 Penalty: 3168.575195
	Iteration 20F: 3 clusters Score -2083935 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2083984.000000 Penalty: 3168.575195
	Iteration 21Q: 3 clusters Score -2083984 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2084039.375000 Penalty: 3168.575195
	Iteration 22Q: 3 clusters Score -2084039 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2084080.125000 Penalty: 3168.575195
	Iteration 23Q: 3 clusters Score -2084080 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2084127.500000 Penalty: 3168.575195
	Iteration 24Q: 3 clusters Score -2084128 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2084162.000000 Penalty: 3168.575195
	Iteration 25Q: 3 clusters Score -2084162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2084204.625000 Penalty: 3168.575195
	Iteration 26Q: 3 clusters Score -2084205 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2084231.250000 Penalty: 3168.575195
	Iteration 27Q: 3 clusters Score -2084231 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2084256.500000 Penalty: 3168.575195
	Iteration 28Q: 3 clusters Score -2084256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2084284.875000 Penalty: 3168.575195
	Iteration 29Q: 3 clusters Score -2084285 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2084311.125000 Penalty: 3168.575195
	Iteration 30Q: 3 clusters Score -2084311 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2084332.625000 Penalty: 3168.575195
	Iteration 31Q: 3 clusters Score -2084333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2084350.000000 Penalty: 3168.575195
	Iteration 32Q: 3 clusters Score -2084350 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2084370.000000 Penalty: 3168.575195
	Iteration 33Q: 3 clusters Score -2084370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2084386.250000 Penalty: 3168.575195
	Iteration 34Q: 3 clusters Score -2084386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2084406.625000 Penalty: 3168.575195
	Iteration 35Q: 3 clusters Score -2084407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2084416.750000 Penalty: 3168.575195
	Iteration 36Q: 3 clusters Score -2084417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2084421.250000 Penalty: 3168.575195
	Iteration 37Q: 3 clusters Score -2084421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2084431.750000 Penalty: 3168.575195
	Iteration 38Q: 3 clusters Score -2084432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2084437.125000 Penalty: 3168.575195
	Iteration 39Q: 3 clusters Score -2084437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2084440.500000 Penalty: 3168.575195
	Iteration 40F: 3 clusters Score -2084440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2084443.750000 Penalty: 3168.575195
	Iteration 41Q: 3 clusters Score -2084444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2084444.250000 Penalty: 3168.575195
	Iteration 42Q: 3 clusters Score -2084444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2084447.875000 Penalty: 3168.575195
	Iteration 43Q: 3 clusters Score -2084448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2084453.000000 Penalty: 3168.575195
	Iteration 44Q: 3 clusters Score -2084453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2084456.000000 Penalty: 3168.575195
	Iteration 45Q: 3 clusters Score -2084456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2084456.625000 Penalty: 3168.575195
	Iteration 46Q: 3 clusters Score -2084457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2084465.875000 Penalty: 3168.575195
	Iteration 47Q: 3 clusters Score -2084466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2084465.625000 Penalty: 3168.575195
	Iteration 48Q: 3 clusters Score -2084466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2084468.500000 Penalty: 3168.575195
	Iteration 49Q: 3 clusters Score -2084468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2084467.250000 Penalty: 3168.575195
	Iteration 50Q: 3 clusters Score -2084467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2084471.500000 Penalty: 3168.575195
	Iteration 51Q: 3 clusters Score -2084472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2084469.250000 Penalty: 3168.575195
	Iteration 52Q: 3 clusters Score -2084469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2084470.875000 Penalty: 3168.575195
	Iteration 53Q: 3 clusters Score -2084471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2084469.375000 Penalty: 3168.575195
	Iteration 54Q: 3 clusters Score -2084469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2084470.000000 Penalty: 3168.575195
	Iteration 55Q: 3 clusters Score -2084470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2084470.750000 Penalty: 3168.575195
	Iteration 56Q: 3 clusters Score -2084471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2084475.500000 Penalty: 3168.575195
	Iteration 57Q: 3 clusters Score -2084476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2084473.250000 Penalty: 3168.575195
	Iteration 58Q: 3 clusters Score -2084473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2084473.875000 Penalty: 3168.575195
	Iteration 59Q: 3 clusters Score -2084474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2084474.000000 Penalty: 3168.575195
	Iteration 60F: 3 clusters Score -2084474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2084475.125000 Penalty: 3168.575195
	Iteration 61Q: 3 clusters Score -2084475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2084475.125000 Penalty: 3168.575195
	Iteration 62F: 3 clusters Score -2084475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 14325 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 76826 members 
Mstep: Class 5 contains 90224 members 
Mstep: Class 6 contains 33007 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 10 contains 85124 members 
Mstep: Class 13 contains 35431 members 
Mstep: Class 16 contains 92684 members 
Mstep: Class 18 contains 7279 members 
Mstep: Class 19 contains 16264 members 
Entering Unmasked Estep 
Score: -65702740.000000 Penalty: 25687.234375
Splitting cluster 3 changes total score from -65702356.000000 to -65702740.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (76826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Entering Unmasked Estep 
Score: -9712934.000000 Penalty: 1828.010986
	Iteration 0F: 2 clusters Score -9712934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -9662235.000000 Penalty: 3656.021973
	Iteration 0F: 3 clusters Score -9662235 nChanged 36450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -9683213.000000 Penalty: 3656.021973
	Iteration 1F: 3 clusters Score -9683213 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -9683925.000000 Penalty: 3656.021973
	Iteration 2Q: 3 clusters Score -9683925 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -9684740.000000 Penalty: 3656.021973
	Iteration 3Q: 3 clusters Score -9684740 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -9686094.000000 Penalty: 3656.021973
	Iteration 4Q: 3 clusters Score -9686094 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -9688355.000000 Penalty: 3656.021973
	Iteration 5F: 3 clusters Score -9688355 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -9691917.000000 Penalty: 3656.021973
	Iteration 6F: 3 clusters Score -9691917 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -9697065.000000 Penalty: 3656.021973
	Iteration 7F: 3 clusters Score -9697065 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -9703003.000000 Penalty: 3656.021973
	Iteration 8F: 3 clusters Score -9703003 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -9707966.000000 Penalty: 3656.021973
	Iteration 9F: 3 clusters Score -9707966 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -9710211.000000 Penalty: 3656.021973
	Iteration 10Q: 3 clusters Score -9710211 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9710957.000000 Penalty: 3656.021973
	Iteration 11Q: 3 clusters Score -9710957 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9711168.000000 Penalty: 3656.021973
	Iteration 12Q: 3 clusters Score -9711168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9711264.000000 Penalty: 3656.021973
	Iteration 13Q: 3 clusters Score -9711264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9711270.000000 Penalty: 3656.021973
	Iteration 14Q: 3 clusters Score -9711270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9711298.000000 Penalty: 3656.021973
	Iteration 15Q: 3 clusters Score -9711298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9711300.000000 Penalty: 3656.021973
	Iteration 16Q: 3 clusters Score -9711300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9711302.000000 Penalty: 3656.021973
	Iteration 17Q: 3 clusters Score -9711302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9711300.000000 Penalty: 3656.021973
	Iteration 18Q: 3 clusters Score -9711300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9711311.000000 Penalty: 3656.021973
	Iteration 19Q: 3 clusters Score -9711311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9711312.000000 Penalty: 3656.021973
	Iteration 20F: 3 clusters Score -9711312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9711312.000000 Penalty: 3656.021973
	Iteration 21Q: 3 clusters Score -9711312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9711312.000000 Penalty: 3656.021973
	Iteration 22F: 3 clusters Score -9711312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Entering Unmasked Estep 
Score: -11538596.000000 Penalty: 1854.133179
	Iteration 0F: 2 clusters Score -1.15386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -11499327.000000 Penalty: 3708.266357
	Iteration 0F: 3 clusters Score -1.149933e+07 nChanged 42730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -11523763.000000 Penalty: 3708.266357
	Iteration 1F: 3 clusters Score -1.152376e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -11524567.000000 Penalty: 3708.266357
	Iteration 2Q: 3 clusters Score -1.152457e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -11525593.000000 Penalty: 3708.266357
	Iteration 3Q: 3 clusters Score -1.152559e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -11527291.000000 Penalty: 3708.266357
	Iteration 4Q: 3 clusters Score -1.152729e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -11529882.000000 Penalty: 3708.266357
	Iteration 5F: 3 clusters Score -1.152988e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -11534150.000000 Penalty: 3708.266357
	Iteration 6F: 3 clusters Score -1.153415e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -11539103.000000 Penalty: 3708.266357
	Iteration 7F: 3 clusters Score -1.15391e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -11542961.000000 Penalty: 3708.266357
	Iteration 8F: 3 clusters Score -1.154296e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -11544386.000000 Penalty: 3708.266357
	Iteration 9F: 3 clusters Score -1.154439e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -11544739.000000 Penalty: 3708.266357
	Iteration 10Q: 3 clusters Score -1.154474e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -11544865.000000 Penalty: 3708.266357
	Iteration 11Q: 3 clusters Score -1.154486e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -11544988.000000 Penalty: 3708.266357
	Iteration 12Q: 3 clusters Score -1.154499e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -11545216.000000 Penalty: 3708.266357
	Iteration 13Q: 3 clusters Score -1.154522e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -11545407.000000 Penalty: 3708.266357
	Iteration 14Q: 3 clusters Score -1.154541e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -11545535.000000 Penalty: 3708.266357
	Iteration 15Q: 3 clusters Score -1.154554e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -11545679.000000 Penalty: 3708.266357
	Iteration 16Q: 3 clusters Score -1.154568e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -11545849.000000 Penalty: 3708.266357
	Iteration 17Q: 3 clusters Score -1.154585e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -11546000.000000 Penalty: 3708.266357
	Iteration 18Q: 3 clusters Score -1.1546e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -11545924.000000 Penalty: 3708.266357
	Iteration 19Q: 3 clusters Score -1.154592e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -11545802.000000 Penalty: 3708.266357
	Iteration 20F: 3 clusters Score -1.15458e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -11545741.000000 Penalty: 3708.266357
	Iteration 21Q: 3 clusters Score -1.154574e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -11545779.000000 Penalty: 3708.266357
	Iteration 22Q: 3 clusters Score -1.154578e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -11545853.000000 Penalty: 3708.266357
	Iteration 23Q: 3 clusters Score -1.154585e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -11546057.000000 Penalty: 3708.266357
	Iteration 24Q: 3 clusters Score -1.154606e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -11546283.000000 Penalty: 3708.266357
	Iteration 25Q: 3 clusters Score -1.154628e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -11546662.000000 Penalty: 3708.266357
	Iteration 26Q: 3 clusters Score -1.154666e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -11546660.000000 Penalty: 3708.266357
	Iteration 27Q: 3 clusters Score -1.154666e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -11546613.000000 Penalty: 3708.266357
	Iteration 28Q: 3 clusters Score -1.154661e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -11546561.000000 Penalty: 3708.266357
	Iteration 29Q: 3 clusters Score -1.154656e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -11546593.000000 Penalty: 3708.266357
	Iteration 30Q: 3 clusters Score -1.154659e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -11546680.000000 Penalty: 3708.266357
	Iteration 31Q: 3 clusters Score -1.154668e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -11546859.000000 Penalty: 3708.266357
	Iteration 32Q: 3 clusters Score -1.154686e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -11547038.000000 Penalty: 3708.266357
	Iteration 33Q: 3 clusters Score -1.154704e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -11547185.000000 Penalty: 3708.266357
	Iteration 34Q: 3 clusters Score -1.154718e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -11547344.000000 Penalty: 3708.266357
	Iteration 35Q: 3 clusters Score -1.154734e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -11547525.000000 Penalty: 3708.266357
	Iteration 36Q: 3 clusters Score -1.154752e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -11547660.000000 Penalty: 3708.266357
	Iteration 37Q: 3 clusters Score -1.154766e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -11547766.000000 Penalty: 3708.266357
	Iteration 38Q: 3 clusters Score -1.154777e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -11547896.000000 Penalty: 3708.266357
	Iteration 39Q: 3 clusters Score -1.15479e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -11547990.000000 Penalty: 3708.266357
	Iteration 40F: 3 clusters Score -1.154799e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -11548099.000000 Penalty: 3708.266357
	Iteration 41Q: 3 clusters Score -1.15481e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -11548222.000000 Penalty: 3708.266357
	Iteration 42Q: 3 clusters Score -1.154822e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -11548355.000000 Penalty: 3708.266357
	Iteration 43Q: 3 clusters Score -1.154836e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -11548497.000000 Penalty: 3708.266357
	Iteration 44Q: 3 clusters Score -1.15485e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -11548550.000000 Penalty: 3708.266357
	Iteration 45Q: 3 clusters Score -1.154855e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -11548623.000000 Penalty: 3708.266357
	Iteration 46Q: 3 clusters Score -1.154862e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -11548667.000000 Penalty: 3708.266357
	Iteration 47Q: 3 clusters Score -1.154867e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -11548710.000000 Penalty: 3708.266357
	Iteration 48Q: 3 clusters Score -1.154871e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -11548803.000000 Penalty: 3708.266357
	Iteration 49Q: 3 clusters Score -1.15488e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -11548909.000000 Penalty: 3708.266357
	Iteration 50Q: 3 clusters Score -1.154891e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -11548976.000000 Penalty: 3708.266357
	Iteration 51Q: 3 clusters Score -1.154898e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -11549075.000000 Penalty: 3708.266357
	Iteration 52Q: 3 clusters Score -1.154908e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -11549167.000000 Penalty: 3708.266357
	Iteration 53Q: 3 clusters Score -1.154917e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -11549253.000000 Penalty: 3708.266357
	Iteration 54Q: 3 clusters Score -1.154925e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -11549360.000000 Penalty: 3708.266357
	Iteration 55Q: 3 clusters Score -1.154936e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -11549395.000000 Penalty: 3708.266357
	Iteration 56Q: 3 clusters Score -1.15494e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -11549428.000000 Penalty: 3708.266357
	Iteration 57Q: 3 clusters Score -1.154943e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -11549553.000000 Penalty: 3708.266357
	Iteration 58Q: 3 clusters Score -1.154955e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -11549608.000000 Penalty: 3708.266357
	Iteration 59Q: 3 clusters Score -1.154961e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -11549680.000000 Penalty: 3708.266357
	Iteration 60F: 3 clusters Score -1.154968e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -11549779.000000 Penalty: 3708.266357
	Iteration 61Q: 3 clusters Score -1.154978e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -11549879.000000 Penalty: 3708.266357
	Iteration 62Q: 3 clusters Score -1.154988e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -11549935.000000 Penalty: 3708.266357
	Iteration 63Q: 3 clusters Score -1.154994e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -11549979.000000 Penalty: 3708.266357
	Iteration 64Q: 3 clusters Score -1.154998e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -11550101.000000 Penalty: 3708.266357
	Iteration 65Q: 3 clusters Score -1.15501e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -11550199.000000 Penalty: 3708.266357
	Iteration 66Q: 3 clusters Score -1.15502e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -11550375.000000 Penalty: 3708.266357
	Iteration 67Q: 3 clusters Score -1.155038e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -11550505.000000 Penalty: 3708.266357
	Iteration 68Q: 3 clusters Score -1.15505e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -11550609.000000 Penalty: 3708.266357
	Iteration 69Q: 3 clusters Score -1.155061e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -11550783.000000 Penalty: 3708.266357
	Iteration 70Q: 3 clusters Score -1.155078e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -11550963.000000 Penalty: 3708.266357
	Iteration 71Q: 3 clusters Score -1.155096e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -11551193.000000 Penalty: 3708.266357
	Iteration 72Q: 3 clusters Score -1.155119e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -11551366.000000 Penalty: 3708.266357
	Iteration 73Q: 3 clusters Score -1.155137e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -11551527.000000 Penalty: 3708.266357
	Iteration 74Q: 3 clusters Score -1.155153e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -11551764.000000 Penalty: 3708.266357
	Iteration 75Q: 3 clusters Score -1.155176e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -11552036.000000 Penalty: 3708.266357
	Iteration 76Q: 3 clusters Score -1.155204e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -11552223.000000 Penalty: 3708.266357
	Iteration 77Q: 3 clusters Score -1.155222e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -11552403.000000 Penalty: 3708.266357
	Iteration 78Q: 3 clusters Score -1.15524e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -11552666.000000 Penalty: 3708.266357
	Iteration 79Q: 3 clusters Score -1.155267e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -11552911.000000 Penalty: 3708.266357
	Iteration 80F: 3 clusters Score -1.155291e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -11553177.000000 Penalty: 3708.266357
	Iteration 81Q: 3 clusters Score -1.155318e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -11553400.000000 Penalty: 3708.266357
	Iteration 82Q: 3 clusters Score -1.15534e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -11553615.000000 Penalty: 3708.266357
	Iteration 83Q: 3 clusters Score -1.155362e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -11553876.000000 Penalty: 3708.266357
	Iteration 84Q: 3 clusters Score -1.155388e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -11554059.000000 Penalty: 3708.266357
	Iteration 85Q: 3 clusters Score -1.155406e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -11554222.000000 Penalty: 3708.266357
	Iteration 86Q: 3 clusters Score -1.155422e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -11554453.000000 Penalty: 3708.266357
	Iteration 87Q: 3 clusters Score -1.155445e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -11554677.000000 Penalty: 3708.266357
	Iteration 88Q: 3 clusters Score -1.155468e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -11554814.000000 Penalty: 3708.266357
	Iteration 89Q: 3 clusters Score -1.155481e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -11554943.000000 Penalty: 3708.266357
	Iteration 90Q: 3 clusters Score -1.155494e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -11554967.000000 Penalty: 3708.266357
	Iteration 91Q: 3 clusters Score -1.155497e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -11555020.000000 Penalty: 3708.266357
	Iteration 92Q: 3 clusters Score -1.155502e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -11555078.000000 Penalty: 3708.266357
	Iteration 93Q: 3 clusters Score -1.155508e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -11555190.000000 Penalty: 3708.266357
	Iteration 94Q: 3 clusters Score -1.155519e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -11555302.000000 Penalty: 3708.266357
	Iteration 95Q: 3 clusters Score -1.15553e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -11555361.000000 Penalty: 3708.266357
	Iteration 96Q: 3 clusters Score -1.155536e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -11555420.000000 Penalty: 3708.266357
	Iteration 97Q: 3 clusters Score -1.155542e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -11555477.000000 Penalty: 3708.266357
	Iteration 98Q: 3 clusters Score -1.155548e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -11555535.000000 Penalty: 3708.266357
	Iteration 99Q: 3 clusters Score -1.155554e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -11555593.000000 Penalty: 3708.266357
	Iteration 100F: 3 clusters Score -1.155559e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -11555605.000000 Penalty: 3708.266357
	Iteration 101Q: 3 clusters Score -1.15556e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -11555631.000000 Penalty: 3708.266357
	Iteration 102Q: 3 clusters Score -1.155563e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -11555623.000000 Penalty: 3708.266357
	Iteration 103Q: 3 clusters Score -1.155562e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -11555691.000000 Penalty: 3708.266357
	Iteration 104Q: 3 clusters Score -1.155569e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -11555717.000000 Penalty: 3708.266357
	Iteration 105Q: 3 clusters Score -1.155572e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -11555723.000000 Penalty: 3708.266357
	Iteration 106Q: 3 clusters Score -1.155572e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -11555745.000000 Penalty: 3708.266357
	Iteration 107Q: 3 clusters Score -1.155574e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -11555767.000000 Penalty: 3708.266357
	Iteration 108Q: 3 clusters Score -1.155577e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -11555739.000000 Penalty: 3708.266357
	Iteration 109Q: 3 clusters Score -1.155574e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -11555751.000000 Penalty: 3708.266357
	Iteration 110Q: 3 clusters Score -1.155575e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -11555794.000000 Penalty: 3708.266357
	Iteration 111Q: 3 clusters Score -1.155579e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -11555799.000000 Penalty: 3708.266357
	Iteration 112Q: 3 clusters Score -1.15558e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -11555775.000000 Penalty: 3708.266357
	Iteration 113Q: 3 clusters Score -1.155578e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -11555808.000000 Penalty: 3708.266357
	Iteration 114Q: 3 clusters Score -1.155581e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -11555806.000000 Penalty: 3708.266357
	Iteration 115Q: 3 clusters Score -1.155581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -11555808.000000 Penalty: 3708.266357
	Iteration 116Q: 3 clusters Score -1.155581e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -11555818.000000 Penalty: 3708.266357
	Iteration 117Q: 3 clusters Score -1.155582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -11555805.000000 Penalty: 3708.266357
	Iteration 118Q: 3 clusters Score -1.15558e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -11555813.000000 Penalty: 3708.266357
	Iteration 119Q: 3 clusters Score -1.155581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -11555817.000000 Penalty: 3708.266357
	Iteration 120F: 3 clusters Score -1.155582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -11555818.000000 Penalty: 3708.266357
	Iteration 121Q: 3 clusters Score -1.155582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -11555824.000000 Penalty: 3708.266357
	Iteration 122Q: 3 clusters Score -1.155582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -11555814.000000 Penalty: 3708.266357
	Iteration 123Q: 3 clusters Score -1.155581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -11555815.000000 Penalty: 3708.266357
	Iteration 124Q: 3 clusters Score -1.155582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -11555820.000000 Penalty: 3708.266357
	Iteration 125Q: 3 clusters Score -1.155582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -11555817.000000 Penalty: 3708.266357
	Iteration 126Q: 3 clusters Score -1.155582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -11555817.000000 Penalty: 3708.266357
	Iteration 127F: 3 clusters Score -1.155582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 14325 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 76826 members 
Mstep: Class 5 contains 46646 members 
Mstep: Class 6 contains 33007 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 8 contains 43578 members 
Mstep: Class 10 contains 85124 members 
Mstep: Class 13 contains 35431 members 
Mstep: Class 16 contains 92684 members 
Mstep: Class 18 contains 7279 members 
Mstep: Class 19 contains 16264 members 
Entering Unmasked Estep 
Score: -65719764.000000 Penalty: 27827.835938
Splitting cluster 5 changes total score from -65702356.000000 to -65719764.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (33007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Entering Unmasked Estep 
Score: -4260051.000000 Penalty: 1690.727173
	Iteration 0F: 2 clusters Score -4260051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4237818.500000 Penalty: 3381.454346
	Iteration 0F: 3 clusters Score -4237818 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -4246357.500000 Penalty: 3381.454346
	Iteration 1F: 3 clusters Score -4246358 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4246798.500000 Penalty: 3381.454346
	Iteration 2Q: 3 clusters Score -4246798 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4247293.000000 Penalty: 3381.454346
	Iteration 3Q: 3 clusters Score -4247293 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4248036.500000 Penalty: 3381.454346
	Iteration 4Q: 3 clusters Score -4248036 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4249138.500000 Penalty: 3381.454346
	Iteration 5F: 3 clusters Score -4249138 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -4250811.500000 Penalty: 3381.454346
	Iteration 6F: 3 clusters Score -4250812 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4253127.500000 Penalty: 3381.454346
	Iteration 7F: 3 clusters Score -4253128 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4255621.000000 Penalty: 3381.454346
	Iteration 8F: 3 clusters Score -4255621 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4257181.500000 Penalty: 3381.454346
	Iteration 9Q: 3 clusters Score -4257182 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4257970.500000 Penalty: 3381.454346
	Iteration 10Q: 3 clusters Score -4257970 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4258321.500000 Penalty: 3381.454346
	Iteration 11Q: 3 clusters Score -4258322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4258445.000000 Penalty: 3381.454346
	Iteration 12Q: 3 clusters Score -4258445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4258496.500000 Penalty: 3381.454346
	Iteration 13Q: 3 clusters Score -4258496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4258528.000000 Penalty: 3381.454346
	Iteration 14Q: 3 clusters Score -4258528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4258538.500000 Penalty: 3381.454346
	Iteration 15Q: 3 clusters Score -4258538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4258555.000000 Penalty: 3381.454346
	Iteration 16Q: 3 clusters Score -4258555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4258559.500000 Penalty: 3381.454346
	Iteration 17Q: 3 clusters Score -4258560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4258560.500000 Penalty: 3381.454346
	Iteration 18Q: 3 clusters Score -4258560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4258561.500000 Penalty: 3381.454346
	Iteration 19Q: 3 clusters Score -4258562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4258561.500000 Penalty: 3381.454346
	Iteration 20F: 3 clusters Score -4258562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -77907.039062 Penalty: 1076.626221
	Iteration 0F: 2 clusters Score -77907.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77057.710938 Penalty: 2153.252441
	Iteration 0F: 3 clusters Score -77057.71 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78248.492188 Penalty: 2153.252441
	Iteration 1F: 3 clusters Score -78248.49 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -79163.968750 Penalty: 2153.252441
	Iteration 2F: 3 clusters Score -79163.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -79484.132812 Penalty: 2153.252441
	Iteration 3F: 3 clusters Score -79484.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -79572.226562 Penalty: 2153.252441
	Iteration 4Q: 3 clusters Score -79572.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -79578.992188 Penalty: 2153.252441
	Iteration 5Q: 3 clusters Score -79578.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -79578.992188 Penalty: 2153.252441
	Iteration 6F: 3 clusters Score -79578.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 14325 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 76826 members 
Mstep: Class 5 contains 46646 members 
Mstep: Class 6 contains 33007 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 43578 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 85124 members 
Mstep: Class 13 contains 35431 members 
Mstep: Class 16 contains 92684 members 
Mstep: Class 18 contains 7279 members 
Mstep: Class 19 contains 16264 members 
Entering Unmasked Estep 
Score: -65720384.000000 Penalty: 29968.439453
Splitting cluster 7 changes total score from -65702356.000000 to -65720384.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (85124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Entering Unmasked Estep 
Score: -10782828.000000 Penalty: 1844.677856
	Iteration 0F: 2 clusters Score -1.078283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -10729614.000000 Penalty: 3689.355713
	Iteration 0F: 3 clusters Score -1.072961e+07 nChanged 40787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -10753962.000000 Penalty: 3689.355713
	Iteration 1F: 3 clusters Score -1.075396e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -10755235.000000 Penalty: 3689.355713
	Iteration 2Q: 3 clusters Score -1.075524e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -10757382.000000 Penalty: 3689.355713
	Iteration 3F: 3 clusters Score -1.075738e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -10760731.000000 Penalty: 3689.355713
	Iteration 4F: 3 clusters Score -1.076073e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -10765553.000000 Penalty: 3689.355713
	Iteration 5F: 3 clusters Score -1.076555e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -10769750.000000 Penalty: 3689.355713
	Iteration 6F: 3 clusters Score -1.076975e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -10771539.000000 Penalty: 3689.355713
	Iteration 7F: 3 clusters Score -1.077154e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -10772163.000000 Penalty: 3689.355713
	Iteration 8Q: 3 clusters Score -1.077216e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -10772441.000000 Penalty: 3689.355713
	Iteration 9Q: 3 clusters Score -1.077244e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -10772731.000000 Penalty: 3689.355713
	Iteration 10Q: 3 clusters Score -1.077273e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -10773062.000000 Penalty: 3689.355713
	Iteration 11Q: 3 clusters Score -1.077306e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -10773423.000000 Penalty: 3689.355713
	Iteration 12Q: 3 clusters Score -1.077342e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -10773728.000000 Penalty: 3689.355713
	Iteration 13Q: 3 clusters Score -1.077373e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -10773968.000000 Penalty: 3689.355713
	Iteration 14Q: 3 clusters Score -1.077397e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -10774200.000000 Penalty: 3689.355713
	Iteration 15Q: 3 clusters Score -1.07742e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -10774413.000000 Penalty: 3689.355713
	Iteration 16Q: 3 clusters Score -1.077441e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -10774646.000000 Penalty: 3689.355713
	Iteration 17Q: 3 clusters Score -1.077465e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -10774862.000000 Penalty: 3689.355713
	Iteration 18Q: 3 clusters Score -1.077486e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -10775064.000000 Penalty: 3689.355713
	Iteration 19Q: 3 clusters Score -1.077506e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -10775212.000000 Penalty: 3689.355713
	Iteration 20F: 3 clusters Score -1.077521e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -10775380.000000 Penalty: 3689.355713
	Iteration 21Q: 3 clusters Score -1.077538e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -10775552.000000 Penalty: 3689.355713
	Iteration 22Q: 3 clusters Score -1.077555e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -10775811.000000 Penalty: 3689.355713
	Iteration 23Q: 3 clusters Score -1.077581e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -10775972.000000 Penalty: 3689.355713
	Iteration 24Q: 3 clusters Score -1.077597e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -10776232.000000 Penalty: 3689.355713
	Iteration 25Q: 3 clusters Score -1.077623e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -10776385.000000 Penalty: 3689.355713
	Iteration 26Q: 3 clusters Score -1.077638e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -10776632.000000 Penalty: 3689.355713
	Iteration 27Q: 3 clusters Score -1.077663e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -10776973.000000 Penalty: 3689.355713
	Iteration 28Q: 3 clusters Score -1.077697e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -10777278.000000 Penalty: 3689.355713
	Iteration 29Q: 3 clusters Score -1.077728e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -10777612.000000 Penalty: 3689.355713
	Iteration 30Q: 3 clusters Score -1.077761e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -10778006.000000 Penalty: 3689.355713
	Iteration 31Q: 3 clusters Score -1.077801e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -10778363.000000 Penalty: 3689.355713
	Iteration 32Q: 3 clusters Score -1.077836e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -10778796.000000 Penalty: 3689.355713
	Iteration 33Q: 3 clusters Score -1.07788e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -10779317.000000 Penalty: 3689.355713
	Iteration 34Q: 3 clusters Score -1.077932e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -10779683.000000 Penalty: 3689.355713
	Iteration 35Q: 3 clusters Score -1.077968e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -10779893.000000 Penalty: 3689.355713
	Iteration 36Q: 3 clusters Score -1.077989e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -10780048.000000 Penalty: 3689.355713
	Iteration 37Q: 3 clusters Score -1.078005e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -10780194.000000 Penalty: 3689.355713
	Iteration 38Q: 3 clusters Score -1.078019e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -10780399.000000 Penalty: 3689.355713
	Iteration 39Q: 3 clusters Score -1.07804e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -10780513.000000 Penalty: 3689.355713
	Iteration 40F: 3 clusters Score -1.078051e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -10780662.000000 Penalty: 3689.355713
	Iteration 41Q: 3 clusters Score -1.078066e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -10780759.000000 Penalty: 3689.355713
	Iteration 42Q: 3 clusters Score -1.078076e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -10780802.000000 Penalty: 3689.355713
	Iteration 43Q: 3 clusters Score -1.07808e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -10780801.000000 Penalty: 3689.355713
	Iteration 44Q: 3 clusters Score -1.07808e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -10780871.000000 Penalty: 3689.355713
	Iteration 45Q: 3 clusters Score -1.078087e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -10780933.000000 Penalty: 3689.355713
	Iteration 46Q: 3 clusters Score -1.078093e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -10780973.000000 Penalty: 3689.355713
	Iteration 47Q: 3 clusters Score -1.078097e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -10781045.000000 Penalty: 3689.355713
	Iteration 48Q: 3 clusters Score -1.078104e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -10781078.000000 Penalty: 3689.355713
	Iteration 49Q: 3 clusters Score -1.078108e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -10781072.000000 Penalty: 3689.355713
	Iteration 50Q: 3 clusters Score -1.078107e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -10781089.000000 Penalty: 3689.355713
	Iteration 51Q: 3 clusters Score -1.078109e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -10781079.000000 Penalty: 3689.355713
	Iteration 52Q: 3 clusters Score -1.078108e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -10781046.000000 Penalty: 3689.355713
	Iteration 53Q: 3 clusters Score -1.078105e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 81216 members 
Entering Unmasked Estep 
Score: -10781075.000000 Penalty: 3689.355713
	Iteration 54Q: 3 clusters Score -1.078108e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -10781092.000000 Penalty: 3689.355713
	Iteration 55Q: 3 clusters Score -1.078109e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -10781097.000000 Penalty: 3689.355713
	Iteration 56Q: 3 clusters Score -1.07811e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -10781155.000000 Penalty: 3689.355713
	Iteration 57Q: 3 clusters Score -1.078116e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -10781173.000000 Penalty: 3689.355713
	Iteration 58Q: 3 clusters Score -1.078117e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -10781185.000000 Penalty: 3689.355713
	Iteration 59Q: 3 clusters Score -1.078118e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -10781202.000000 Penalty: 3689.355713
	Iteration 60F: 3 clusters Score -1.07812e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -10781219.000000 Penalty: 3689.355713
	Iteration 61Q: 3 clusters Score -1.078122e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -10781259.000000 Penalty: 3689.355713
	Iteration 62Q: 3 clusters Score -1.078126e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -10781287.000000 Penalty: 3689.355713
	Iteration 63Q: 3 clusters Score -1.078129e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -10781272.000000 Penalty: 3689.355713
	Iteration 64Q: 3 clusters Score -1.078127e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -10781292.000000 Penalty: 3689.355713
	Iteration 65Q: 3 clusters Score -1.078129e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -10781269.000000 Penalty: 3689.355713
	Iteration 66Q: 3 clusters Score -1.078127e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -10781276.000000 Penalty: 3689.355713
	Iteration 67Q: 3 clusters Score -1.078128e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -10781265.000000 Penalty: 3689.355713
	Iteration 68Q: 3 clusters Score -1.078126e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -10781297.000000 Penalty: 3689.355713
	Iteration 69Q: 3 clusters Score -1.07813e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -10781315.000000 Penalty: 3689.355713
	Iteration 70Q: 3 clusters Score -1.078132e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -10781294.000000 Penalty: 3689.355713
	Iteration 71Q: 3 clusters Score -1.078129e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -10781321.000000 Penalty: 3689.355713
	Iteration 72Q: 3 clusters Score -1.078132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -10781338.000000 Penalty: 3689.355713
	Iteration 73Q: 3 clusters Score -1.078134e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -10781350.000000 Penalty: 3689.355713
	Iteration 74Q: 3 clusters Score -1.078135e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 83754 members 
Entering Unmasked Estep 
Score: -10781386.000000 Penalty: 3689.355713
	Iteration 75Q: 3 clusters Score -1.078139e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -10781405.000000 Penalty: 3689.355713
	Iteration 76Q: 3 clusters Score -1.07814e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -10781436.000000 Penalty: 3689.355713
	Iteration 77Q: 3 clusters Score -1.078144e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -10781473.000000 Penalty: 3689.355713
	Iteration 78Q: 3 clusters Score -1.078147e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -10781511.000000 Penalty: 3689.355713
	Iteration 79Q: 3 clusters Score -1.078151e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -10781493.000000 Penalty: 3689.355713
	Iteration 80F: 3 clusters Score -1.078149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -10781487.000000 Penalty: 3689.355713
	Iteration 81Q: 3 clusters Score -1.078149e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -10781498.000000 Penalty: 3689.355713
	Iteration 82Q: 3 clusters Score -1.07815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -10781499.000000 Penalty: 3689.355713
	Iteration 83Q: 3 clusters Score -1.07815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -10781502.000000 Penalty: 3689.355713
	Iteration 84Q: 3 clusters Score -1.07815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -10781504.000000 Penalty: 3689.355713
	Iteration 85Q: 3 clusters Score -1.07815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 84146 members 
Entering Unmasked Estep 
Score: -10781501.000000 Penalty: 3689.355713
	Iteration 86Q: 3 clusters Score -1.07815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -10781506.000000 Penalty: 3689.355713
	Iteration 87Q: 3 clusters Score -1.078151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -10781507.000000 Penalty: 3689.355713
	Iteration 88Q: 3 clusters Score -1.078151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -10781502.000000 Penalty: 3689.355713
	Iteration 89Q: 3 clusters Score -1.07815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -10781511.000000 Penalty: 3689.355713
	Iteration 90Q: 3 clusters Score -1.078151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -10781515.000000 Penalty: 3689.355713
	Iteration 91Q: 3 clusters Score -1.078152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -10781519.000000 Penalty: 3689.355713
	Iteration 92Q: 3 clusters Score -1.078152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -10781517.000000 Penalty: 3689.355713
	Iteration 93Q: 3 clusters Score -1.078152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -10781510.000000 Penalty: 3689.355713
	Iteration 94Q: 3 clusters Score -1.078151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -10781506.000000 Penalty: 3689.355713
	Iteration 95Q: 3 clusters Score -1.078151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -10781519.000000 Penalty: 3689.355713
	Iteration 96Q: 3 clusters Score -1.078152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -10781508.000000 Penalty: 3689.355713
	Iteration 97Q: 3 clusters Score -1.078151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -10781512.000000 Penalty: 3689.355713
	Iteration 98Q: 3 clusters Score -1.078151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -10781512.000000 Penalty: 3689.355713
	Iteration 99F: 3 clusters Score -1.078151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Entering Unmasked Estep 
Score: -4580977.000000 Penalty: 1702.243164
	Iteration 0F: 2 clusters Score -4580977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -4557329.000000 Penalty: 3404.486328
	Iteration 0F: 3 clusters Score -4557329 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4566310.000000 Penalty: 3404.486328
	Iteration 1F: 3 clusters Score -4566310 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4566677.500000 Penalty: 3404.486328
	Iteration 2Q: 3 clusters Score -4566678 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -4567007.500000 Penalty: 3404.486328
	Iteration 3Q: 3 clusters Score -4567008 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4567374.000000 Penalty: 3404.486328
	Iteration 4Q: 3 clusters Score -4567374 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -4567761.000000 Penalty: 3404.486328
	Iteration 5Q: 3 clusters Score -4567761 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4568158.500000 Penalty: 3404.486328
	Iteration 6Q: 3 clusters Score -4568158 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4568709.000000 Penalty: 3404.486328
	Iteration 7Q: 3 clusters Score -4568709 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4569487.000000 Penalty: 3404.486328
	Iteration 8Q: 3 clusters Score -4569487 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -4570633.000000 Penalty: 3404.486328
	Iteration 9F: 3 clusters Score -4570633 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -4572013.500000 Penalty: 3404.486328
	Iteration 10F: 3 clusters Score -4572014 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -4573232.500000 Penalty: 3404.486328
	Iteration 11F: 3 clusters Score -4573232 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4573926.000000 Penalty: 3404.486328
	Iteration 12Q: 3 clusters Score -4573926 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4574228.500000 Penalty: 3404.486328
	Iteration 13Q: 3 clusters Score -4574228 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4574442.000000 Penalty: 3404.486328
	Iteration 14Q: 3 clusters Score -4574442 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4574637.500000 Penalty: 3404.486328
	Iteration 15Q: 3 clusters Score -4574638 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -4574821.000000 Penalty: 3404.486328
	Iteration 16Q: 3 clusters Score -4574821 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4575007.500000 Penalty: 3404.486328
	Iteration 17Q: 3 clusters Score -4575008 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4575181.000000 Penalty: 3404.486328
	Iteration 18Q: 3 clusters Score -4575181 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4575371.000000 Penalty: 3404.486328
	Iteration 19Q: 3 clusters Score -4575371 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -4575550.500000 Penalty: 3404.486328
	Iteration 20F: 3 clusters Score -4575550 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4575722.000000 Penalty: 3404.486328
	Iteration 21Q: 3 clusters Score -4575722 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -4575916.500000 Penalty: 3404.486328
	Iteration 22Q: 3 clusters Score -4575916 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4576146.000000 Penalty: 3404.486328
	Iteration 23Q: 3 clusters Score -4576146 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4576361.500000 Penalty: 3404.486328
	Iteration 24Q: 3 clusters Score -4576362 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4576539.000000 Penalty: 3404.486328
	Iteration 25Q: 3 clusters Score -4576539 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -4576725.000000 Penalty: 3404.486328
	Iteration 26Q: 3 clusters Score -4576725 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4576921.500000 Penalty: 3404.486328
	Iteration 27Q: 3 clusters Score -4576922 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4577085.500000 Penalty: 3404.486328
	Iteration 28Q: 3 clusters Score -4577086 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4577260.500000 Penalty: 3404.486328
	Iteration 29Q: 3 clusters Score -4577260 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4577449.500000 Penalty: 3404.486328
	Iteration 30Q: 3 clusters Score -4577450 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4577645.500000 Penalty: 3404.486328
	Iteration 31Q: 3 clusters Score -4577646 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4577847.000000 Penalty: 3404.486328
	Iteration 32Q: 3 clusters Score -4577847 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4577989.500000 Penalty: 3404.486328
	Iteration 33Q: 3 clusters Score -4577990 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4578135.000000 Penalty: 3404.486328
	Iteration 34Q: 3 clusters Score -4578135 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4578325.000000 Penalty: 3404.486328
	Iteration 35Q: 3 clusters Score -4578325 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4578501.500000 Penalty: 3404.486328
	Iteration 36Q: 3 clusters Score -4578502 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4578634.000000 Penalty: 3404.486328
	Iteration 37Q: 3 clusters Score -4578634 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4578746.500000 Penalty: 3404.486328
	Iteration 38Q: 3 clusters Score -4578746 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4578842.000000 Penalty: 3404.486328
	Iteration 39Q: 3 clusters Score -4578842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4578931.500000 Penalty: 3404.486328
	Iteration 40F: 3 clusters Score -4578932 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4579022.000000 Penalty: 3404.486328
	Iteration 41Q: 3 clusters Score -4579022 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4579088.500000 Penalty: 3404.486328
	Iteration 42Q: 3 clusters Score -4579088 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4579147.500000 Penalty: 3404.486328
	Iteration 43Q: 3 clusters Score -4579148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4579195.500000 Penalty: 3404.486328
	Iteration 44Q: 3 clusters Score -4579196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4579251.000000 Penalty: 3404.486328
	Iteration 45Q: 3 clusters Score -4579251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4579278.000000 Penalty: 3404.486328
	Iteration 46Q: 3 clusters Score -4579278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4579295.500000 Penalty: 3404.486328
	Iteration 47Q: 3 clusters Score -4579296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4579330.000000 Penalty: 3404.486328
	Iteration 48Q: 3 clusters Score -4579330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4579364.000000 Penalty: 3404.486328
	Iteration 49Q: 3 clusters Score -4579364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4579384.000000 Penalty: 3404.486328
	Iteration 50Q: 3 clusters Score -4579384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4579409.000000 Penalty: 3404.486328
	Iteration 51Q: 3 clusters Score -4579409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4579418.000000 Penalty: 3404.486328
	Iteration 52Q: 3 clusters Score -4579418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4579433.000000 Penalty: 3404.486328
	Iteration 53Q: 3 clusters Score -4579433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4579445.500000 Penalty: 3404.486328
	Iteration 54Q: 3 clusters Score -4579446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4579461.000000 Penalty: 3404.486328
	Iteration 55Q: 3 clusters Score -4579461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4579470.000000 Penalty: 3404.486328
	Iteration 56Q: 3 clusters Score -4579470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4579478.500000 Penalty: 3404.486328
	Iteration 57Q: 3 clusters Score -4579478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4579485.000000 Penalty: 3404.486328
	Iteration 58Q: 3 clusters Score -4579485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4579480.500000 Penalty: 3404.486328
	Iteration 59Q: 3 clusters Score -4579480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4579481.000000 Penalty: 3404.486328
	Iteration 60F: 3 clusters Score -4579481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4579484.500000 Penalty: 3404.486328
	Iteration 61Q: 3 clusters Score -4579484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4579492.000000 Penalty: 3404.486328
	Iteration 62Q: 3 clusters Score -4579492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4579491.000000 Penalty: 3404.486328
	Iteration 63Q: 3 clusters Score -4579491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4579500.000000 Penalty: 3404.486328
	Iteration 64Q: 3 clusters Score -4579500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4579498.000000 Penalty: 3404.486328
	Iteration 65Q: 3 clusters Score -4579498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4579499.000000 Penalty: 3404.486328
	Iteration 66Q: 3 clusters Score -4579499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4579502.000000 Penalty: 3404.486328
	Iteration 67Q: 3 clusters Score -4579502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4579502.500000 Penalty: 3404.486328
	Iteration 68Q: 3 clusters Score -4579502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4579504.500000 Penalty: 3404.486328
	Iteration 69Q: 3 clusters Score -4579504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4579504.500000 Penalty: 3404.486328
	Iteration 70F: 3 clusters Score -4579504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92684 members 
Entering Unmasked Estep 
Score: -11846656.000000 Penalty: 1858.504517
	Iteration 0F: 2 clusters Score -1.184666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -11812404.000000 Penalty: 3717.009033
	Iteration 0F: 3 clusters Score -1.18124e+07 nChanged 44331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -11837609.000000 Penalty: 3717.009033
	Iteration 1F: 3 clusters Score -1.183761e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -11838133.000000 Penalty: 3717.009033
	Iteration 2Q: 3 clusters Score -1.183813e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -11838573.000000 Penalty: 3717.009033
	Iteration 3Q: 3 clusters Score -1.183857e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -11839090.000000 Penalty: 3717.009033
	Iteration 4Q: 3 clusters Score -1.183909e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -11839857.000000 Penalty: 3717.009033
	Iteration 5Q: 3 clusters Score -1.183986e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -11841148.000000 Penalty: 3717.009033
	Iteration 6Q: 3 clusters Score -1.184115e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -11843176.000000 Penalty: 3717.009033
	Iteration 7Q: 3 clusters Score -1.184318e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -11846768.000000 Penalty: 3717.009033
	Iteration 8F: 3 clusters Score -1.184677e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -11851791.000000 Penalty: 3717.009033
	Iteration 9F: 3 clusters Score -1.185179e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -11856195.000000 Penalty: 3717.009033
	Iteration 10F: 3 clusters Score -1.18562e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -11858530.000000 Penalty: 3717.009033
	Iteration 11F: 3 clusters Score -1.185853e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -11859451.000000 Penalty: 3717.009033
	Iteration 12Q: 3 clusters Score -1.185945e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -11859975.000000 Penalty: 3717.009033
	Iteration 13Q: 3 clusters Score -1.185998e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -11860450.000000 Penalty: 3717.009033
	Iteration 14Q: 3 clusters Score -1.186045e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -11860857.000000 Penalty: 3717.009033
	Iteration 15Q: 3 clusters Score -1.186086e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -11861021.000000 Penalty: 3717.009033
	Iteration 16Q: 3 clusters Score -1.186102e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -11860484.000000 Penalty: 3717.009033
	Iteration 17Q: 3 clusters Score -1.186048e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -11858703.000000 Penalty: 3717.009033
	Iteration 18Q: 3 clusters Score -1.18587e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -11856662.000000 Penalty: 3717.009033
	Iteration 19Q: 3 clusters Score -1.185666e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -11854327.000000 Penalty: 3717.009033
	Iteration 20F: 3 clusters Score -1.185433e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -11851948.000000 Penalty: 3717.009033
	Iteration 21Q: 3 clusters Score -1.185195e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -11850363.000000 Penalty: 3717.009033
	Iteration 22Q: 3 clusters Score -1.185036e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -11849010.000000 Penalty: 3717.009033
	Iteration 23Q: 3 clusters Score -1.184901e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -11848008.000000 Penalty: 3717.009033
	Iteration 24Q: 3 clusters Score -1.184801e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -11847329.000000 Penalty: 3717.009033
	Iteration 25Q: 3 clusters Score -1.184733e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -11846775.000000 Penalty: 3717.009033
	Iteration 26Q: 3 clusters Score -1.184678e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -11846387.000000 Penalty: 3717.009033
	Iteration 27Q: 3 clusters Score -1.184639e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -11846179.000000 Penalty: 3717.009033
	Iteration 28Q: 3 clusters Score -1.184618e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -11846039.000000 Penalty: 3717.009033
	Iteration 29Q: 3 clusters Score -1.184604e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -11845965.000000 Penalty: 3717.009033
	Iteration 30Q: 3 clusters Score -1.184596e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -11845874.000000 Penalty: 3717.009033
	Iteration 31Q: 3 clusters Score -1.184587e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -11845767.000000 Penalty: 3717.009033
	Iteration 32Q: 3 clusters Score -1.184577e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -11845727.000000 Penalty: 3717.009033
	Iteration 33Q: 3 clusters Score -1.184573e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -11845749.000000 Penalty: 3717.009033
	Iteration 34Q: 3 clusters Score -1.184575e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -11845726.000000 Penalty: 3717.009033
	Iteration 35Q: 3 clusters Score -1.184573e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -11845724.000000 Penalty: 3717.009033
	Iteration 36Q: 3 clusters Score -1.184572e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -11845726.000000 Penalty: 3717.009033
	Iteration 37Q: 3 clusters Score -1.184573e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -11845729.000000 Penalty: 3717.009033
	Iteration 38Q: 3 clusters Score -1.184573e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -11845711.000000 Penalty: 3717.009033
	Iteration 39Q: 3 clusters Score -1.184571e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -11845707.000000 Penalty: 3717.009033
	Iteration 40F: 3 clusters Score -1.184571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -11845686.000000 Penalty: 3717.009033
	Iteration 41Q: 3 clusters Score -1.184569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -11845684.000000 Penalty: 3717.009033
	Iteration 42Q: 3 clusters Score -1.184568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -11845698.000000 Penalty: 3717.009033
	Iteration 43Q: 3 clusters Score -1.18457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -11845704.000000 Penalty: 3717.009033
	Iteration 44Q: 3 clusters Score -1.18457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -11845700.000000 Penalty: 3717.009033
	Iteration 45Q: 3 clusters Score -1.18457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -11845689.000000 Penalty: 3717.009033
	Iteration 46Q: 3 clusters Score -1.184569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -11845687.000000 Penalty: 3717.009033
	Iteration 47Q: 3 clusters Score -1.184569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -11845685.000000 Penalty: 3717.009033
	Iteration 48Q: 3 clusters Score -1.184568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -11845692.000000 Penalty: 3717.009033
	Iteration 49Q: 3 clusters Score -1.184569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -11845699.000000 Penalty: 3717.009033
	Iteration 50Q: 3 clusters Score -1.18457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -11845696.000000 Penalty: 3717.009033
	Iteration 51Q: 3 clusters Score -1.18457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 92149 members 
Entering Unmasked Estep 
Score: -11845694.000000 Penalty: 3717.009033
	Iteration 52Q: 3 clusters Score -1.184569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 92149 members 
Entering Unmasked Estep 
Score: -11845698.000000 Penalty: 3717.009033
	Iteration 53Q: 3 clusters Score -1.18457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -11845706.000000 Penalty: 3717.009033
	Iteration 54Q: 3 clusters Score -1.184571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -11845707.000000 Penalty: 3717.009033
	Iteration 55Q: 3 clusters Score -1.184571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -11845707.000000 Penalty: 3717.009033
	Iteration 56Q: 3 clusters Score -1.184571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -11845707.000000 Penalty: 3717.009033
	Iteration 57F: 3 clusters Score -1.184571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Entering Unmasked Estep 
Score: -917761.437500 Penalty: 1445.071655
	Iteration 0F: 2 clusters Score -917761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -912315.000000 Penalty: 2890.143311
	Iteration 0F: 3 clusters Score -912315 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -913879.750000 Penalty: 2890.143311
	Iteration 1F: 3 clusters Score -913879.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -914059.000000 Penalty: 2890.143311
	Iteration 2F: 3 clusters Score -914059 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -914205.250000 Penalty: 2890.143311
	Iteration 3Q: 3 clusters Score -914205.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -914326.000000 Penalty: 2890.143311
	Iteration 4Q: 3 clusters Score -914326 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -914448.750000 Penalty: 2890.143311
	Iteration 5Q: 3 clusters Score -914448.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -914577.875000 Penalty: 2890.143311
	Iteration 6Q: 3 clusters Score -914577.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -914711.500000 Penalty: 2890.143311
	Iteration 7Q: 3 clusters Score -914711.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -914860.000000 Penalty: 2890.143311
	Iteration 8Q: 3 clusters Score -914860 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -915055.937500 Penalty: 2890.143311
	Iteration 9Q: 3 clusters Score -915055.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -915257.062500 Penalty: 2890.143311
	Iteration 10Q: 3 clusters Score -915257.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -915489.375000 Penalty: 2890.143311
	Iteration 11Q: 3 clusters Score -915489.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -915715.687500 Penalty: 2890.143311
	Iteration 12Q: 3 clusters Score -915715.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -915911.875000 Penalty: 2890.143311
	Iteration 13Q: 3 clusters Score -915911.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -916067.125000 Penalty: 2890.143311
	Iteration 14Q: 3 clusters Score -916067.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -916170.375000 Penalty: 2890.143311
	Iteration 15Q: 3 clusters Score -916170.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -916265.687500 Penalty: 2890.143311
	Iteration 16Q: 3 clusters Score -916265.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -916341.000000 Penalty: 2890.143311
	Iteration 17Q: 3 clusters Score -916341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -916400.000000 Penalty: 2890.143311
	Iteration 18Q: 3 clusters Score -916400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -916454.437500 Penalty: 2890.143311
	Iteration 19Q: 3 clusters Score -916454.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -916498.000000 Penalty: 2890.143311
	Iteration 20F: 3 clusters Score -916498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -916529.875000 Penalty: 2890.143311
	Iteration 21Q: 3 clusters Score -916529.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -916546.562500 Penalty: 2890.143311
	Iteration 22Q: 3 clusters Score -916546.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -916559.875000 Penalty: 2890.143311
	Iteration 23Q: 3 clusters Score -916559.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -916570.375000 Penalty: 2890.143311
	Iteration 24Q: 3 clusters Score -916570.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -916576.625000 Penalty: 2890.143311
	Iteration 25Q: 3 clusters Score -916576.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -916580.437500 Penalty: 2890.143311
	Iteration 26Q: 3 clusters Score -916580.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -916585.687500 Penalty: 2890.143311
	Iteration 27Q: 3 clusters Score -916585.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -916592.250000 Penalty: 2890.143311
	Iteration 28Q: 3 clusters Score -916592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -916597.125000 Penalty: 2890.143311
	Iteration 29Q: 3 clusters Score -916597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -916601.000000 Penalty: 2890.143311
	Iteration 30Q: 3 clusters Score -916601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -916607.500000 Penalty: 2890.143311
	Iteration 31Q: 3 clusters Score -916607.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -916613.125000 Penalty: 2890.143311
	Iteration 32Q: 3 clusters Score -916613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -916613.812500 Penalty: 2890.143311
	Iteration 33Q: 3 clusters Score -916613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -916617.187500 Penalty: 2890.143311
	Iteration 34Q: 3 clusters Score -916617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -916620.812500 Penalty: 2890.143311
	Iteration 35Q: 3 clusters Score -916620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -916624.062500 Penalty: 2890.143311
	Iteration 36Q: 3 clusters Score -916624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -916626.062500 Penalty: 2890.143311
	Iteration 37Q: 3 clusters Score -916626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -916626.562500 Penalty: 2890.143311
	Iteration 38Q: 3 clusters Score -916626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -916626.562500 Penalty: 2890.143311
	Iteration 39F: 3 clusters Score -916626.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Entering Unmasked Estep 
Score: -2074614.000000 Penalty: 1575.715332
	Iteration 0F: 2 clusters Score -2074614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2063345.750000 Penalty: 3151.430664
	Iteration 0F: 3 clusters Score -2063346 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2067384.000000 Penalty: 3151.430664
	Iteration 1F: 3 clusters Score -2067384 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2067776.375000 Penalty: 3151.430664
	Iteration 2F: 3 clusters Score -2067776 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2068173.375000 Penalty: 3151.430664
	Iteration 3F: 3 clusters Score -2068173 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2068704.625000 Penalty: 3151.430664
	Iteration 4F: 3 clusters Score -2068705 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2069387.750000 Penalty: 3151.430664
	Iteration 5F: 3 clusters Score -2069388 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2070123.875000 Penalty: 3151.430664
	Iteration 6F: 3 clusters Score -2070124 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2070900.500000 Penalty: 3151.430664
	Iteration 7F: 3 clusters Score -2070900 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2071620.500000 Penalty: 3151.430664
	Iteration 8F: 3 clusters Score -2071620 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2072178.375000 Penalty: 3151.430664
	Iteration 9Q: 3 clusters Score -2072178 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2072556.000000 Penalty: 3151.430664
	Iteration 10Q: 3 clusters Score -2072556 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2072750.625000 Penalty: 3151.430664
	Iteration 11Q: 3 clusters Score -2072751 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2072851.500000 Penalty: 3151.430664
	Iteration 12Q: 3 clusters Score -2072852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2072930.500000 Penalty: 3151.430664
	Iteration 13Q: 3 clusters Score -2072930 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2072988.250000 Penalty: 3151.430664
	Iteration 14Q: 3 clusters Score -2072988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2073029.625000 Penalty: 3151.430664
	Iteration 15Q: 3 clusters Score -2073030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2073061.875000 Penalty: 3151.430664
	Iteration 16Q: 3 clusters Score -2073062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2073090.500000 Penalty: 3151.430664
	Iteration 17Q: 3 clusters Score -2073090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2073117.875000 Penalty: 3151.430664
	Iteration 18Q: 3 clusters Score -2073118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2073137.500000 Penalty: 3151.430664
	Iteration 19Q: 3 clusters Score -2073138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2073150.875000 Penalty: 3151.430664
	Iteration 20F: 3 clusters Score -2073151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2073177.625000 Penalty: 3151.430664
	Iteration 21Q: 3 clusters Score -2073178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2073194.375000 Penalty: 3151.430664
	Iteration 22Q: 3 clusters Score -2073194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2073202.875000 Penalty: 3151.430664
	Iteration 23Q: 3 clusters Score -2073203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2073218.125000 Penalty: 3151.430664
	Iteration 24Q: 3 clusters Score -2073218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2073229.625000 Penalty: 3151.430664
	Iteration 25Q: 3 clusters Score -2073230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2073233.375000 Penalty: 3151.430664
	Iteration 26Q: 3 clusters Score -2073233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2073247.000000 Penalty: 3151.430664
	Iteration 27Q: 3 clusters Score -2073247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2073250.250000 Penalty: 3151.430664
	Iteration 28Q: 3 clusters Score -2073250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2073257.375000 Penalty: 3151.430664
	Iteration 29Q: 3 clusters Score -2073257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2073254.750000 Penalty: 3151.430664
	Iteration 30Q: 3 clusters Score -2073255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2073260.500000 Penalty: 3151.430664
	Iteration 31Q: 3 clusters Score -2073260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2073264.875000 Penalty: 3151.430664
	Iteration 32Q: 3 clusters Score -2073265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2073267.500000 Penalty: 3151.430664
	Iteration 33Q: 3 clusters Score -2073268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2073272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2073273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2073275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2073274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2073280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2073279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2073284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2073288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2073288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2073291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2073293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2073297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2073296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
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	Iteration 47F: 3 clusters Score -2073296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 76826 members 
Mstep: Class 5 contains 46646 members 
Mstep: Class 6 contains 33007 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 10 contains 85124 members 
Mstep: Class 13 contains 35431 members 
Mstep: Class 16 contains 92684 members 
Mstep: Class 18 contains 7279 members 
Mstep: Class 19 contains 16264 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 15 clusters Score -6.572578e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 76153 members 
Mstep: Class 5 contains 48975 members 
Mstep: Class 6 contains 33513 members 
Mstep: Class 7 contains 124 members 
Mstep: Class 8 contains 44276 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 84395 members 
Mstep: Class 13 contains 34176 members 
Mstep: Class 16 contains 92387 members 
Mstep: Class 18 contains 7178 members 
Mstep: Class 19 contains 16046 members 
Entering Unmasked Estep 
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Iteration 40F: 15 clusters Score -6.573584e+07 nChanged 16170
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 74097 members 
Mstep: Class 5 contains 50624 members 
Mstep: Class 6 contains 35035 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 47360 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 80948 members 
Mstep: Class 13 contains 36814 members 
Mstep: Class 16 contains 91043 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 15622 members 
Entering Unmasked Estep 
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Iteration 41Q: 15 clusters Score -6.574421e+07 nChanged 14054
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 2772 members 
Mstep: Class 4 contains 72398 members 
Mstep: Class 5 contains 52332 members 
Mstep: Class 6 contains 36383 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 8 contains 50047 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 78168 members 
Mstep: Class 13 contains 39169 members 
Mstep: Class 16 contains 89371 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 15274 members 
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Iteration 42Q: 15 clusters Score -6.575074e+07 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 14684 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 70880 members 
Mstep: Class 5 contains 54070 members 
Mstep: Class 6 contains 37555 members 
Mstep: Class 7 contains 140 members 
Mstep: Class 8 contains 52572 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 75736 members 
Mstep: Class 13 contains 41302 members 
Mstep: Class 16 contains 87607 members 
Mstep: Class 18 contains 6556 members 
Mstep: Class 19 contains 14928 members 
Entering Unmasked Estep 
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Iteration 43Q: 15 clusters Score -6.575623e+07 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 14832 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 69443 members 
Mstep: Class 5 contains 55779 members 
Mstep: Class 6 contains 38419 members 
Mstep: Class 7 contains 140 members 
Mstep: Class 8 contains 55016 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 73639 members 
Mstep: Class 13 contains 43055 members 
Mstep: Class 16 contains 86004 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 14616 members 
Entering Unmasked Estep 
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Iteration 44Q: 15 clusters Score -6.575957e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 68165 members 
Mstep: Class 5 contains 57330 members 
Mstep: Class 6 contains 39113 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 8 contains 57396 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 71826 members 
Mstep: Class 13 contains 44493 members 
Mstep: Class 16 contains 84551 members 
Mstep: Class 18 contains 6018 members 
Mstep: Class 19 contains 14343 members 
Entering Unmasked Estep 
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Iteration 45Q: 15 clusters Score -6.576229e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 2784 members 
Mstep: Class 4 contains 66984 members 
Mstep: Class 5 contains 58832 members 
Mstep: Class 6 contains 39597 members 
Mstep: Class 7 contains 142 members 
Mstep: Class 8 contains 59651 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 70205 members 
Mstep: Class 13 contains 45643 members 
Mstep: Class 16 contains 83319 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 14146 members 
Entering Unmasked Estep 
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Iteration 46Q: 15 clusters Score -6.576441e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 14904 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 65941 members 
Mstep: Class 5 contains 60265 members 
Mstep: Class 6 contains 39865 members 
Mstep: Class 7 contains 142 members 
Mstep: Class 8 contains 61799 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 68625 members 
Mstep: Class 13 contains 46577 members 
Mstep: Class 16 contains 82332 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 14007 members 
Entering Unmasked Estep 
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Iteration 47Q: 15 clusters Score -6.576574e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 14862 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 64933 members 
Mstep: Class 5 contains 61592 members 
Mstep: Class 6 contains 40053 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 63765 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 67272 members 
Mstep: Class 13 contains 47261 members 
Mstep: Class 16 contains 81516 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 13893 members 
Entering Unmasked Estep 
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Iteration 48Q: 15 clusters Score -6.576685e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 14800 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 64041 members 
Mstep: Class 5 contains 62801 members 
Mstep: Class 6 contains 40225 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 65600 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 66014 members 
Mstep: Class 13 contains 47764 members 
Mstep: Class 16 contains 80814 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 13803 members 
Entering Unmasked Estep 
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Iteration 49Q: 15 clusters Score -6.576746e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 14729 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 63292 members 
Mstep: Class 5 contains 63844 members 
Mstep: Class 6 contains 40355 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 67286 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 64808 members 
Mstep: Class 13 contains 48108 members 
Mstep: Class 16 contains 80215 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 13714 members 
Entering Unmasked Estep 
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Iteration 50Q: 15 clusters Score -6.576822e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 14663 members 
Mstep: Class 3 contains 2842 members 
Mstep: Class 4 contains 62589 members 
Mstep: Class 5 contains 64773 members 
Mstep: Class 6 contains 40488 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 68781 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 63649 members 
Mstep: Class 13 contains 48402 members 
Mstep: Class 16 contains 79745 members 
Mstep: Class 18 contains 4509 members 
Mstep: Class 19 contains 13644 members 
Entering Unmasked Estep 
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Iteration 51Q: 15 clusters Score -6.576902e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 14575 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 62037 members 
Mstep: Class 5 contains 65536 members 
Mstep: Class 6 contains 40536 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 70178 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 62502 members 
Mstep: Class 13 contains 48581 members 
Mstep: Class 16 contains 79403 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 13607 members 
Entering Unmasked Estep 
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Iteration 52Q: 15 clusters Score -6.576963e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 14508 members 
Mstep: Class 3 contains 2877 members 
Mstep: Class 4 contains 61578 members 
Mstep: Class 5 contains 66075 members 
Mstep: Class 6 contains 40560 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 71542 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 61365 members 
Mstep: Class 13 contains 48668 members 
Mstep: Class 16 contains 79187 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 13576 members 
Entering Unmasked Estep 
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Iteration 53Q: 15 clusters Score -6.577009e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 14432 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 61196 members 
Mstep: Class 5 contains 66500 members 
Mstep: Class 6 contains 40626 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 72863 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 60183 members 
Mstep: Class 13 contains 48729 members 
Mstep: Class 16 contains 79004 members 
Mstep: Class 18 contains 4044 members 
Mstep: Class 19 contains 13518 members 
Entering Unmasked Estep 
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Iteration 54Q: 15 clusters Score -6.577038e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 14361 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 60900 members 
Mstep: Class 5 contains 66739 members 
Mstep: Class 6 contains 40654 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 74211 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 59023 members 
Mstep: Class 13 contains 48771 members 
Mstep: Class 16 contains 78820 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 13473 members 
Entering Unmasked Estep 
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Iteration 55Q: 15 clusters Score -6.577084e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 14299 members 
Mstep: Class 3 contains 2912 members 
Mstep: Class 4 contains 60650 members 
Mstep: Class 5 contains 66905 members 
Mstep: Class 6 contains 40659 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 57960 members 
Mstep: Class 13 contains 48837 members 
Mstep: Class 16 contains 78704 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 13409 members 
Entering Unmasked Estep 
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Iteration 56Q: 15 clusters Score -6.57709e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 60436 members 
Mstep: Class 5 contains 67052 members 
Mstep: Class 6 contains 40643 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 76463 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 56933 members 
Mstep: Class 13 contains 48900 members 
Mstep: Class 16 contains 78605 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 13367 members 
Entering Unmasked Estep 
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Iteration 57Q: 15 clusters Score -6.577056e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 14201 members 
Mstep: Class 3 contains 2912 members 
Mstep: Class 4 contains 60291 members 
Mstep: Class 5 contains 67134 members 
Mstep: Class 6 contains 40588 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 77299 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 56098 members 
Mstep: Class 13 contains 48957 members 
Mstep: Class 16 contains 78513 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 13342 members 
Entering Unmasked Estep 
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Iteration 58Q: 15 clusters Score -6.577054e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 14165 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 60123 members 
Mstep: Class 5 contains 67260 members 
Mstep: Class 6 contains 40597 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 77999 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 55284 members 
Mstep: Class 13 contains 48959 members 
Mstep: Class 16 contains 78427 members 
Mstep: Class 18 contains 3495 members 
Mstep: Class 19 contains 13334 members 
Entering Unmasked Estep 
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Iteration 59Q: 15 clusters Score -6.577084e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 14150 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 59928 members 
Mstep: Class 5 contains 67403 members 
Mstep: Class 6 contains 40597 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 78574 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 54529 members 
Mstep: Class 13 contains 48974 members 
Mstep: Class 16 contains 78369 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 13318 members 
Entering Unmasked Estep 
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Iteration 60F: 15 clusters Score -6.577144e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 14140 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 59746 members 
Mstep: Class 5 contains 67555 members 
Mstep: Class 6 contains 40552 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 79121 members 
Mstep: Class 9 contains 515 members 
Mstep: Class 10 contains 53833 members 
Mstep: Class 13 contains 49069 members 
Mstep: Class 16 contains 78238 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 13294 members 
Entering Unmasked Estep 
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Iteration 61Q: 15 clusters Score -6.577168e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 14151 members 
Mstep: Class 3 contains 2920 members 
Mstep: Class 4 contains 59608 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 40470 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 79535 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 53217 members 
Mstep: Class 13 contains 49191 members 
Mstep: Class 16 contains 78122 members 
Mstep: Class 18 contains 3244 members 
Mstep: Class 19 contains 13257 members 
Entering Unmasked Estep 
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Iteration 62Q: 15 clusters Score -6.577162e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 14157 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 59488 members 
Mstep: Class 5 contains 67788 members 
Mstep: Class 6 contains 40375 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 79865 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 52637 members 
Mstep: Class 13 contains 49309 members 
Mstep: Class 16 contains 78014 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 13236 members 
Entering Unmasked Estep 
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Iteration 63Q: 15 clusters Score -6.577157e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 14160 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 59349 members 
Mstep: Class 5 contains 67890 members 
Mstep: Class 6 contains 40294 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 80161 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 52102 members 
Mstep: Class 13 contains 49387 members 
Mstep: Class 16 contains 77943 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 13201 members 
Entering Unmasked Estep 
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Iteration 64Q: 15 clusters Score -6.577179e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 14179 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 59201 members 
Mstep: Class 5 contains 67976 members 
Mstep: Class 6 contains 40236 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 80428 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 51595 members 
Mstep: Class 13 contains 49480 members 
Mstep: Class 16 contains 77831 members 
Mstep: Class 18 contains 3011 members 
Mstep: Class 19 contains 13175 members 
Entering Unmasked Estep 
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Iteration 65Q: 15 clusters Score -6.577204e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 14202 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 59029 members 
Mstep: Class 5 contains 68053 members 
Mstep: Class 6 contains 40193 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 80676 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 51098 members 
Mstep: Class 13 contains 49613 members 
Mstep: Class 16 contains 77737 members 
Mstep: Class 18 contains 2917 members 
Mstep: Class 19 contains 13136 members 
Entering Unmasked Estep 
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Iteration 66Q: 15 clusters Score -6.577206e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 14233 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 58843 members 
Mstep: Class 5 contains 68083 members 
Mstep: Class 6 contains 40133 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 80957 members 
Mstep: Class 9 contains 517 members 
Mstep: Class 10 contains 50611 members 
Mstep: Class 13 contains 49777 members 
Mstep: Class 16 contains 77620 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 13115 members 
Entering Unmasked Estep 
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Iteration 67Q: 15 clusters Score -6.577233e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 58652 members 
Mstep: Class 5 contains 68146 members 
Mstep: Class 6 contains 40055 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 81199 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 50168 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 16 contains 77519 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 13099 members 
Entering Unmasked Estep 
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Iteration 68Q: 15 clusters Score -6.577222e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 66938 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 58493 members 
Mstep: Class 5 contains 68246 members 
Mstep: Class 6 contains 40005 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 81355 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 49813 members 
Mstep: Class 13 contains 49980 members 
Mstep: Class 16 contains 77415 members 
Mstep: Class 18 contains 2710 members 
Mstep: Class 19 contains 13076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772268.000000 Penalty: 29968.439453
Iteration 69Q: 15 clusters Score -6.577227e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 58370 members 
Mstep: Class 5 contains 68300 members 
Mstep: Class 6 contains 39924 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 81491 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 49474 members 
Mstep: Class 13 contains 50024 members 
Mstep: Class 16 contains 77347 members 
Mstep: Class 18 contains 2666 members 
Mstep: Class 19 contains 13068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772348.000000 Penalty: 29968.439453
Iteration 70Q: 15 clusters Score -6.577235e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 14348 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 58263 members 
Mstep: Class 5 contains 68363 members 
Mstep: Class 6 contains 39841 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 81627 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 49150 members 
Mstep: Class 13 contains 50035 members 
Mstep: Class 16 contains 77304 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 13058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772324.000000 Penalty: 29968.439453
Iteration 71Q: 15 clusters Score -6.577232e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 14360 members 
Mstep: Class 3 contains 2956 members 
Mstep: Class 4 contains 58179 members 
Mstep: Class 5 contains 68439 members 
Mstep: Class 6 contains 39790 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 81725 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 48847 members 
Mstep: Class 13 contains 50028 members 
Mstep: Class 16 contains 77260 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 13043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772184.000000 Penalty: 29968.439453
Iteration 72Q: 15 clusters Score -6.577218e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 14384 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 58119 members 
Mstep: Class 5 contains 68485 members 
Mstep: Class 6 contains 39804 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 81831 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 48520 members 
Mstep: Class 13 contains 49971 members 
Mstep: Class 16 contains 77205 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 13045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772320.000000 Penalty: 29968.439453
Iteration 73Q: 15 clusters Score -6.577232e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 14402 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 58087 members 
Mstep: Class 5 contains 68533 members 
Mstep: Class 6 contains 39818 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 81941 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 48223 members 
Mstep: Class 13 contains 49893 members 
Mstep: Class 16 contains 77170 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 13029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772268.000000 Penalty: 29968.439453
Iteration 74Q: 15 clusters Score -6.577227e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 14424 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 58054 members 
Mstep: Class 5 contains 68575 members 
Mstep: Class 6 contains 39838 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 82054 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 47932 members 
Mstep: Class 13 contains 49830 members 
Mstep: Class 16 contains 77125 members 
Mstep: Class 18 contains 2513 members 
Mstep: Class 19 contains 13007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772276.000000 Penalty: 29968.439453
Iteration 75Q: 15 clusters Score -6.577228e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 14444 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 58032 members 
Mstep: Class 5 contains 68587 members 
Mstep: Class 6 contains 39883 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 82148 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 47667 members 
Mstep: Class 13 contains 49769 members 
Mstep: Class 16 contains 77076 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 12980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772168.000000 Penalty: 29968.439453
Iteration 76Q: 15 clusters Score -6.577217e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 14461 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 58004 members 
Mstep: Class 5 contains 68591 members 
Mstep: Class 6 contains 39975 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 82232 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 47425 members 
Mstep: Class 13 contains 49706 members 
Mstep: Class 16 contains 77035 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 12949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772364.000000 Penalty: 29968.439453
Iteration 77Q: 15 clusters Score -6.577236e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 14480 members 
Mstep: Class 3 contains 2975 members 
Mstep: Class 4 contains 58003 members 
Mstep: Class 5 contains 68587 members 
Mstep: Class 6 contains 40036 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 82315 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 47156 members 
Mstep: Class 13 contains 49656 members 
Mstep: Class 16 contains 77009 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 12927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772312.000000 Penalty: 29968.439453
Iteration 78Q: 15 clusters Score -6.577231e+07 nChanged 1241
Entering ConstructFrom: 
Score: -65772312.000000 Penalty: 29968.439453
Entering ConstructFrom: 
Trying to split cluster 1 (69890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Entering Unmasked Estep 
Score: -8757704.000000 Penalty: 1812.635132
	Iteration 0F: 2 clusters Score -8757704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -8711206.000000 Penalty: 3625.270264
	Iteration 0F: 3 clusters Score -8711206 nChanged 33266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -8730141.000000 Penalty: 3625.270264
	Iteration 1F: 3 clusters Score -8730141 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -8730593.000000 Penalty: 3625.270264
	Iteration 2Q: 3 clusters Score -8730593 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -8730990.000000 Penalty: 3625.270264
	Iteration 3Q: 3 clusters Score -8730990 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -8731427.000000 Penalty: 3625.270264
	Iteration 4Q: 3 clusters Score -8731427 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -8731884.000000 Penalty: 3625.270264
	Iteration 5Q: 3 clusters Score -8731884 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -8732565.000000 Penalty: 3625.270264
	Iteration 6Q: 3 clusters Score -8732565 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -8733540.000000 Penalty: 3625.270264
	Iteration 7Q: 3 clusters Score -8733540 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -8734917.000000 Penalty: 3625.270264
	Iteration 8Q: 3 clusters Score -8734917 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -8737006.000000 Penalty: 3625.270264
	Iteration 9F: 3 clusters Score -8737006 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -8740051.000000 Penalty: 3625.270264
	Iteration 10F: 3 clusters Score -8740051 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -8743554.000000 Penalty: 3625.270264
	Iteration 11F: 3 clusters Score -8743554 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -8746632.000000 Penalty: 3625.270264
	Iteration 12F: 3 clusters Score -8746632 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -8748708.000000 Penalty: 3625.270264
	Iteration 13Q: 3 clusters Score -8748708 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -8749943.000000 Penalty: 3625.270264
	Iteration 14Q: 3 clusters Score -8749943 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -8750896.000000 Penalty: 3625.270264
	Iteration 15Q: 3 clusters Score -8750896 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -8751804.000000 Penalty: 3625.270264
	Iteration 16Q: 3 clusters Score -8751804 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -8752637.000000 Penalty: 3625.270264
	Iteration 17Q: 3 clusters Score -8752637 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -8753428.000000 Penalty: 3625.270264
	Iteration 18Q: 3 clusters Score -8753428 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -8754039.000000 Penalty: 3625.270264
	Iteration 19Q: 3 clusters Score -8754039 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -8754616.000000 Penalty: 3625.270264
	Iteration 20F: 3 clusters Score -8754616 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -8755019.000000 Penalty: 3625.270264
	Iteration 21Q: 3 clusters Score -8755019 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -8755369.000000 Penalty: 3625.270264
	Iteration 22Q: 3 clusters Score -8755369 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -8755676.000000 Penalty: 3625.270264
	Iteration 23Q: 3 clusters Score -8755676 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -8755868.000000 Penalty: 3625.270264
	Iteration 24Q: 3 clusters Score -8755868 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -8755981.000000 Penalty: 3625.270264
	Iteration 25Q: 3 clusters Score -8755981 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -8756109.000000 Penalty: 3625.270264
	Iteration 26Q: 3 clusters Score -8756109 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -8756177.000000 Penalty: 3625.270264
	Iteration 27Q: 3 clusters Score -8756177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -8756232.000000 Penalty: 3625.270264
	Iteration 28Q: 3 clusters Score -8756232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -8756278.000000 Penalty: 3625.270264
	Iteration 29Q: 3 clusters Score -8756278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -8756321.000000 Penalty: 3625.270264
	Iteration 30Q: 3 clusters Score -8756321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -8756319.000000 Penalty: 3625.270264
	Iteration 31Q: 3 clusters Score -8756319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -8756342.000000 Penalty: 3625.270264
	Iteration 32Q: 3 clusters Score -8756342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -8756345.000000 Penalty: 3625.270264
	Iteration 33Q: 3 clusters Score -8756345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -8756347.000000 Penalty: 3625.270264
	Iteration 34Q: 3 clusters Score -8756347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -8756353.000000 Penalty: 3625.270264
	Iteration 35Q: 3 clusters Score -8756353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -8756366.000000 Penalty: 3625.270264
	Iteration 36Q: 3 clusters Score -8756366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -8756367.000000 Penalty: 3625.270264
	Iteration 37Q: 3 clusters Score -8756367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -8756364.000000 Penalty: 3625.270264
	Iteration 38Q: 3 clusters Score -8756364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -8756366.000000 Penalty: 3625.270264
	Iteration 39Q: 3 clusters Score -8756366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -8756371.000000 Penalty: 3625.270264
	Iteration 40F: 3 clusters Score -8756371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -8756387.000000 Penalty: 3625.270264
	Iteration 41Q: 3 clusters Score -8756387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -8756395.000000 Penalty: 3625.270264
	Iteration 42Q: 3 clusters Score -8756395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -8756392.000000 Penalty: 3625.270264
	Iteration 43Q: 3 clusters Score -8756392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -8756394.000000 Penalty: 3625.270264
	Iteration 44Q: 3 clusters Score -8756394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -8756409.000000 Penalty: 3625.270264
	Iteration 45Q: 3 clusters Score -8756409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -8756405.000000 Penalty: 3625.270264
	Iteration 46Q: 3 clusters Score -8756405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -8756402.000000 Penalty: 3625.270264
	Iteration 47Q: 3 clusters Score -8756402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -8756402.000000 Penalty: 3625.270264
	Iteration 48F: 3 clusters Score -8756402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Entering Unmasked Estep 
Score: -1786546.750000 Penalty: 1557.059326
	Iteration 0F: 2 clusters Score -1786547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1776499.250000 Penalty: 3114.118652
	Iteration 0F: 3 clusters Score -1776499 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1780102.875000 Penalty: 3114.118652
	Iteration 1F: 3 clusters Score -1780103 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1780447.500000 Penalty: 3114.118652
	Iteration 2F: 3 clusters Score -1780448 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1780835.250000 Penalty: 3114.118652
	Iteration 3F: 3 clusters Score -1780835 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1781287.375000 Penalty: 3114.118652
	Iteration 4F: 3 clusters Score -1781287 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1781888.875000 Penalty: 3114.118652
	Iteration 5F: 3 clusters Score -1781889 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1782618.000000 Penalty: 3114.118652
	Iteration 6F: 3 clusters Score -1782618 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1783441.125000 Penalty: 3114.118652
	Iteration 7F: 3 clusters Score -1783441 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1784267.125000 Penalty: 3114.118652
	Iteration 8F: 3 clusters Score -1784267 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1784867.375000 Penalty: 3114.118652
	Iteration 9Q: 3 clusters Score -1784867 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1785228.125000 Penalty: 3114.118652
	Iteration 10Q: 3 clusters Score -1785228 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1785486.375000 Penalty: 3114.118652
	Iteration 11Q: 3 clusters Score -1785486 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1785623.000000 Penalty: 3114.118652
	Iteration 12Q: 3 clusters Score -1785623 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1785688.875000 Penalty: 3114.118652
	Iteration 13Q: 3 clusters Score -1785689 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1785722.875000 Penalty: 3114.118652
	Iteration 14Q: 3 clusters Score -1785723 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1785733.625000 Penalty: 3114.118652
	Iteration 15Q: 3 clusters Score -1785734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1785738.750000 Penalty: 3114.118652
	Iteration 16Q: 3 clusters Score -1785739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1785741.125000 Penalty: 3114.118652
	Iteration 17Q: 3 clusters Score -1785741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1785744.000000 Penalty: 3114.118652
	Iteration 18Q: 3 clusters Score -1785744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1785741.375000 Penalty: 3114.118652
	Iteration 19Q: 3 clusters Score -1785741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1785741.625000 Penalty: 3114.118652
	Iteration 20F: 3 clusters Score -1785742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1785744.375000 Penalty: 3114.118652
	Iteration 21Q: 3 clusters Score -1785744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1785744.875000 Penalty: 3114.118652
	Iteration 22Q: 3 clusters Score -1785745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1785747.750000 Penalty: 3114.118652
	Iteration 23Q: 3 clusters Score -1785748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1785746.625000 Penalty: 3114.118652
	Iteration 24Q: 3 clusters Score -1785747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1785749.000000 Penalty: 3114.118652
	Iteration 25Q: 3 clusters Score -1785749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1785749.250000 Penalty: 3114.118652
	Iteration 26Q: 3 clusters Score -1785749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1785749.750000 Penalty: 3114.118652
	Iteration 27Q: 3 clusters Score -1785750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1785749.750000 Penalty: 3114.118652
	Iteration 28F: 3 clusters Score -1785750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Entering Unmasked Estep 
Score: -351855.093750 Penalty: 1299.346802
	Iteration 0F: 2 clusters Score -351855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -349154.843750 Penalty: 2598.693604
	Iteration 0F: 3 clusters Score -349154.8 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -349831.625000 Penalty: 2598.693604
	Iteration 1F: 3 clusters Score -349831.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -349981.812500 Penalty: 2598.693604
	Iteration 2F: 3 clusters Score -349981.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -350057.937500 Penalty: 2598.693604
	Iteration 3Q: 3 clusters Score -350057.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -350110.062500 Penalty: 2598.693604
	Iteration 4Q: 3 clusters Score -350110.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -350157.843750 Penalty: 2598.693604
	Iteration 5Q: 3 clusters Score -350157.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -350190.656250 Penalty: 2598.693604
	Iteration 6Q: 3 clusters Score -350190.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -350219.468750 Penalty: 2598.693604
	Iteration 7Q: 3 clusters Score -350219.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -350253.531250 Penalty: 2598.693604
	Iteration 8Q: 3 clusters Score -350253.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -350287.843750 Penalty: 2598.693604
	Iteration 9Q: 3 clusters Score -350287.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -350319.281250 Penalty: 2598.693604
	Iteration 10Q: 3 clusters Score -350319.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -350344.312500 Penalty: 2598.693604
	Iteration 11Q: 3 clusters Score -350344.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -350367.656250 Penalty: 2598.693604
	Iteration 12Q: 3 clusters Score -350367.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -350381.687500 Penalty: 2598.693604
	Iteration 13Q: 3 clusters Score -350381.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -350396.062500 Penalty: 2598.693604
	Iteration 14Q: 3 clusters Score -350396.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -350409.812500 Penalty: 2598.693604
	Iteration 15Q: 3 clusters Score -350409.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -350422.375000 Penalty: 2598.693604
	Iteration 16Q: 3 clusters Score -350422.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -350438.656250 Penalty: 2598.693604
	Iteration 17Q: 3 clusters Score -350438.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -350459.718750 Penalty: 2598.693604
	Iteration 18Q: 3 clusters Score -350459.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -350479.562500 Penalty: 2598.693604
	Iteration 19Q: 3 clusters Score -350479.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -350498.343750 Penalty: 2598.693604
	Iteration 20F: 3 clusters Score -350498.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -350523.281250 Penalty: 2598.693604
	Iteration 21Q: 3 clusters Score -350523.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -350551.250000 Penalty: 2598.693604
	Iteration 22Q: 3 clusters Score -350551.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -350576.312500 Penalty: 2598.693604
	Iteration 23Q: 3 clusters Score -350576.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -350596.875000 Penalty: 2598.693604
	Iteration 24Q: 3 clusters Score -350596.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -350613.437500 Penalty: 2598.693604
	Iteration 25Q: 3 clusters Score -350613.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -350627.156250 Penalty: 2598.693604
	Iteration 26Q: 3 clusters Score -350627.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -350640.937500 Penalty: 2598.693604
	Iteration 27Q: 3 clusters Score -350640.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -350656.625000 Penalty: 2598.693604
	Iteration 28Q: 3 clusters Score -350656.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -350673.125000 Penalty: 2598.693604
	Iteration 29Q: 3 clusters Score -350673.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -350681.656250 Penalty: 2598.693604
	Iteration 30Q: 3 clusters Score -350681.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -350688.218750 Penalty: 2598.693604
	Iteration 31Q: 3 clusters Score -350688.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -350692.500000 Penalty: 2598.693604
	Iteration 32Q: 3 clusters Score -350692.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -350700.687500 Penalty: 2598.693604
	Iteration 33Q: 3 clusters Score -350700.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -350707.281250 Penalty: 2598.693604
	Iteration 34Q: 3 clusters Score -350707.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -350713.500000 Penalty: 2598.693604
	Iteration 35Q: 3 clusters Score -350713.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -350717.937500 Penalty: 2598.693604
	Iteration 36Q: 3 clusters Score -350717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -350723.531250 Penalty: 2598.693604
	Iteration 37Q: 3 clusters Score -350723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -350728.437500 Penalty: 2598.693604
	Iteration 38Q: 3 clusters Score -350728.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -350733.937500 Penalty: 2598.693604
	Iteration 39Q: 3 clusters Score -350733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -350736.812500 Penalty: 2598.693604
	Iteration 40F: 3 clusters Score -350736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -350739.093750 Penalty: 2598.693604
	Iteration 41Q: 3 clusters Score -350739.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -350743.500000 Penalty: 2598.693604
	Iteration 42Q: 3 clusters Score -350743.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -350747.375000 Penalty: 2598.693604
	Iteration 43Q: 3 clusters Score -350747.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -350753.687500 Penalty: 2598.693604
	Iteration 44Q: 3 clusters Score -350753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -350759.281250 Penalty: 2598.693604
	Iteration 45Q: 3 clusters Score -350759.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -350769.062500 Penalty: 2598.693604
	Iteration 46Q: 3 clusters Score -350769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -350776.968750 Penalty: 2598.693604
	Iteration 47Q: 3 clusters Score -350777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -350783.125000 Penalty: 2598.693604
	Iteration 48Q: 3 clusters Score -350783.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -350787.750000 Penalty: 2598.693604
	Iteration 49Q: 3 clusters Score -350787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -350792.250000 Penalty: 2598.693604
	Iteration 50Q: 3 clusters Score -350792.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -350798.750000 Penalty: 2598.693604
	Iteration 51Q: 3 clusters Score -350798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -350802.531250 Penalty: 2598.693604
	Iteration 52Q: 3 clusters Score -350802.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -350807.375000 Penalty: 2598.693604
	Iteration 53Q: 3 clusters Score -350807.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -350810.906250 Penalty: 2598.693604
	Iteration 54Q: 3 clusters Score -350810.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -350813.000000 Penalty: 2598.693604
	Iteration 55Q: 3 clusters Score -350813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -350814.500000 Penalty: 2598.693604
	Iteration 56Q: 3 clusters Score -350814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -350814.937500 Penalty: 2598.693604
	Iteration 57Q: 3 clusters Score -350814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -350815.750000 Penalty: 2598.693604
	Iteration 58Q: 3 clusters Score -350815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -350815.812500 Penalty: 2598.693604
	Iteration 59Q: 3 clusters Score -350815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -350817.562500 Penalty: 2598.693604
	Iteration 60F: 3 clusters Score -350817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -350821.593750 Penalty: 2598.693604
	Iteration 61Q: 3 clusters Score -350821.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -350829.656250 Penalty: 2598.693604
	Iteration 62Q: 3 clusters Score -350829.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -350831.843750 Penalty: 2598.693604
	Iteration 63Q: 3 clusters Score -350831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -350832.875000 Penalty: 2598.693604
	Iteration 64Q: 3 clusters Score -350832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -350836.718750 Penalty: 2598.693604
	Iteration 65Q: 3 clusters Score -350836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -350840.656250 Penalty: 2598.693604
	Iteration 66Q: 3 clusters Score -350840.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -350844.562500 Penalty: 2598.693604
	Iteration 67Q: 3 clusters Score -350844.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -350848.687500 Penalty: 2598.693604
	Iteration 68Q: 3 clusters Score -350848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -350851.656250 Penalty: 2598.693604
	Iteration 69Q: 3 clusters Score -350851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -350853.656250 Penalty: 2598.693604
	Iteration 70Q: 3 clusters Score -350853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -350854.281250 Penalty: 2598.693604
	Iteration 71Q: 3 clusters Score -350854.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -350854.281250 Penalty: 2598.693604
	Iteration 72F: 3 clusters Score -350854.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Entering Unmasked Estep 
Score: -7343804.500000 Penalty: 1782.396606
	Iteration 0F: 2 clusters Score -7343804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -7305223.000000 Penalty: 3564.793213
	Iteration 0F: 3 clusters Score -7305223 nChanged 27338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -7320800.500000 Penalty: 3564.793213
	Iteration 1F: 3 clusters Score -7320800 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -7321471.000000 Penalty: 3564.793213
	Iteration 2Q: 3 clusters Score -7321471 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -7322593.000000 Penalty: 3564.793213
	Iteration 3Q: 3 clusters Score -7322593 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -7324318.000000 Penalty: 3564.793213
	Iteration 4F: 3 clusters Score -7324318 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -7327062.000000 Penalty: 3564.793213
	Iteration 5F: 3 clusters Score -7327062 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -7330830.500000 Penalty: 3564.793213
	Iteration 6F: 3 clusters Score -7330830 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -7334848.500000 Penalty: 3564.793213
	Iteration 7F: 3 clusters Score -7334848 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -7338143.000000 Penalty: 3564.793213
	Iteration 8F: 3 clusters Score -7338143 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -7340161.500000 Penalty: 3564.793213
	Iteration 9Q: 3 clusters Score -7340162 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -7341228.000000 Penalty: 3564.793213
	Iteration 10Q: 3 clusters Score -7341228 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -7341724.500000 Penalty: 3564.793213
	Iteration 11Q: 3 clusters Score -7341724 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -7342057.000000 Penalty: 3564.793213
	Iteration 12Q: 3 clusters Score -7342057 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -7342290.000000 Penalty: 3564.793213
	Iteration 13Q: 3 clusters Score -7342290 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7342477.000000 Penalty: 3564.793213
	Iteration 14Q: 3 clusters Score -7342477 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -7342653.000000 Penalty: 3564.793213
	Iteration 15Q: 3 clusters Score -7342653 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7342766.000000 Penalty: 3564.793213
	Iteration 16Q: 3 clusters Score -7342766 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -7342852.000000 Penalty: 3564.793213
	Iteration 17Q: 3 clusters Score -7342852 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -7342957.500000 Penalty: 3564.793213
	Iteration 18Q: 3 clusters Score -7342958 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -7343021.000000 Penalty: 3564.793213
	Iteration 19Q: 3 clusters Score -7343021 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -7343068.000000 Penalty: 3564.793213
	Iteration 20F: 3 clusters Score -7343068 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7343114.500000 Penalty: 3564.793213
	Iteration 21Q: 3 clusters Score -7343114 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7343120.500000 Penalty: 3564.793213
	Iteration 22Q: 3 clusters Score -7343120 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -7343147.500000 Penalty: 3564.793213
	Iteration 23Q: 3 clusters Score -7343148 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -7343177.000000 Penalty: 3564.793213
	Iteration 24Q: 3 clusters Score -7343177 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7343188.500000 Penalty: 3564.793213
	Iteration 25Q: 3 clusters Score -7343188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7343225.000000 Penalty: 3564.793213
	Iteration 26Q: 3 clusters Score -7343225 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7343255.000000 Penalty: 3564.793213
	Iteration 27Q: 3 clusters Score -7343255 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7343293.500000 Penalty: 3564.793213
	Iteration 28Q: 3 clusters Score -7343294 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7343332.000000 Penalty: 3564.793213
	Iteration 29Q: 3 clusters Score -7343332 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7343352.500000 Penalty: 3564.793213
	Iteration 30Q: 3 clusters Score -7343352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7343344.000000 Penalty: 3564.793213
	Iteration 31Q: 3 clusters Score -7343344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7343350.500000 Penalty: 3564.793213
	Iteration 32Q: 3 clusters Score -7343350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7343367.000000 Penalty: 3564.793213
	Iteration 33Q: 3 clusters Score -7343367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7343362.500000 Penalty: 3564.793213
	Iteration 34Q: 3 clusters Score -7343362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7343358.000000 Penalty: 3564.793213
	Iteration 35Q: 3 clusters Score -7343358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7343360.500000 Penalty: 3564.793213
	Iteration 36Q: 3 clusters Score -7343360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7343372.000000 Penalty: 3564.793213
	Iteration 37Q: 3 clusters Score -7343372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7343377.000000 Penalty: 3564.793213
	Iteration 38Q: 3 clusters Score -7343377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7343390.000000 Penalty: 3564.793213
	Iteration 39Q: 3 clusters Score -7343390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7343370.500000 Penalty: 3564.793213
	Iteration 40F: 3 clusters Score -7343370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7343385.500000 Penalty: 3564.793213
	Iteration 41Q: 3 clusters Score -7343386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7343386.000000 Penalty: 3564.793213
	Iteration 42Q: 3 clusters Score -7343386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7343377.000000 Penalty: 3564.793213
	Iteration 43Q: 3 clusters Score -7343377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7343393.500000 Penalty: 3564.793213
	Iteration 44Q: 3 clusters Score -7343394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7343407.500000 Penalty: 3564.793213
	Iteration 45Q: 3 clusters Score -7343408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7343401.500000 Penalty: 3564.793213
	Iteration 46Q: 3 clusters Score -7343402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7343406.500000 Penalty: 3564.793213
	Iteration 47Q: 3 clusters Score -7343406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7343403.000000 Penalty: 3564.793213
	Iteration 48Q: 3 clusters Score -7343403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7343409.000000 Penalty: 3564.793213
	Iteration 49Q: 3 clusters Score -7343409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7343410.500000 Penalty: 3564.793213
	Iteration 50Q: 3 clusters Score -7343410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7343415.000000 Penalty: 3564.793213
	Iteration 51Q: 3 clusters Score -7343415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7343409.500000 Penalty: 3564.793213
	Iteration 52Q: 3 clusters Score -7343410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7343413.000000 Penalty: 3564.793213
	Iteration 53Q: 3 clusters Score -7343413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7343414.000000 Penalty: 3564.793213
	Iteration 54Q: 3 clusters Score -7343414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7343410.000000 Penalty: 3564.793213
	Iteration 55Q: 3 clusters Score -7343410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7343405.500000 Penalty: 3564.793213
	Iteration 56Q: 3 clusters Score -7343406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7343412.000000 Penalty: 3564.793213
	Iteration 57Q: 3 clusters Score -7343412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7343416.500000 Penalty: 3564.793213
	Iteration 58Q: 3 clusters Score -7343416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7343416.000000 Penalty: 3564.793213
	Iteration 59Q: 3 clusters Score -7343416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7343415.500000 Penalty: 3564.793213
	Iteration 60F: 3 clusters Score -7343416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7343417.500000 Penalty: 3564.793213
	Iteration 61Q: 3 clusters Score -7343418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7343409.500000 Penalty: 3564.793213
	Iteration 62Q: 3 clusters Score -7343410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7343411.000000 Penalty: 3564.793213
	Iteration 63Q: 3 clusters Score -7343411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7343407.000000 Penalty: 3564.793213
	Iteration 64Q: 3 clusters Score -7343407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7343400.000000 Penalty: 3564.793213
	Iteration 65Q: 3 clusters Score -7343400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7343407.000000 Penalty: 3564.793213
	Iteration 66Q: 3 clusters Score -7343407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7343410.500000 Penalty: 3564.793213
	Iteration 67Q: 3 clusters Score -7343410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7343411.000000 Penalty: 3564.793213
	Iteration 68Q: 3 clusters Score -7343411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7343406.000000 Penalty: 3564.793213
	Iteration 69Q: 3 clusters Score -7343406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7343406.500000 Penalty: 3564.793213
	Iteration 70Q: 3 clusters Score -7343406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7343411.500000 Penalty: 3564.793213
	Iteration 71Q: 3 clusters Score -7343412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7343411.000000 Penalty: 3564.793213
	Iteration 72Q: 3 clusters Score -7343411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7343413.500000 Penalty: 3564.793213
	Iteration 73Q: 3 clusters Score -7343414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7343416.500000 Penalty: 3564.793213
	Iteration 74Q: 3 clusters Score -7343416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7343416.500000 Penalty: 3564.793213
	Iteration 75F: 3 clusters Score -7343416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Entering Unmasked Estep 
Score: -8796127.000000 Penalty: 1809.543823
	Iteration 0F: 2 clusters Score -8796127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -8752959.000000 Penalty: 3619.087646
	Iteration 0F: 3 clusters Score -8752959 nChanged 32528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -8771637.000000 Penalty: 3619.087646
	Iteration 1F: 3 clusters Score -8771637 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -8772407.000000 Penalty: 3619.087646
	Iteration 2Q: 3 clusters Score -8772407 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -8773767.000000 Penalty: 3619.087646
	Iteration 3Q: 3 clusters Score -8773767 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -8776399.000000 Penalty: 3619.087646
	Iteration 4F: 3 clusters Score -8776399 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -8781005.000000 Penalty: 3619.087646
	Iteration 5F: 3 clusters Score -8781005 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -8786440.000000 Penalty: 3619.087646
	Iteration 6F: 3 clusters Score -8786440 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -8790639.000000 Penalty: 3619.087646
	Iteration 7F: 3 clusters Score -8790639 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -8792931.000000 Penalty: 3619.087646
	Iteration 8Q: 3 clusters Score -8792931 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -8794337.000000 Penalty: 3619.087646
	Iteration 9Q: 3 clusters Score -8794337 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -8795348.000000 Penalty: 3619.087646
	Iteration 10Q: 3 clusters Score -8795348 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -8795894.000000 Penalty: 3619.087646
	Iteration 11Q: 3 clusters Score -8795894 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -8796219.000000 Penalty: 3619.087646
	Iteration 12Q: 3 clusters Score -8796219 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8796394.000000 Penalty: 3619.087646
	Iteration 13Q: 3 clusters Score -8796394 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -8796498.000000 Penalty: 3619.087646
	Iteration 14Q: 3 clusters Score -8796498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8796561.000000 Penalty: 3619.087646
	Iteration 15Q: 3 clusters Score -8796561 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8796666.000000 Penalty: 3619.087646
	Iteration 16Q: 3 clusters Score -8796666 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8796704.000000 Penalty: 3619.087646
	Iteration 17Q: 3 clusters Score -8796704 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8796760.000000 Penalty: 3619.087646
	Iteration 18Q: 3 clusters Score -8796760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8796800.000000 Penalty: 3619.087646
	Iteration 19Q: 3 clusters Score -8796800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8796829.000000 Penalty: 3619.087646
	Iteration 20F: 3 clusters Score -8796829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8796843.000000 Penalty: 3619.087646
	Iteration 21Q: 3 clusters Score -8796843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8796877.000000 Penalty: 3619.087646
	Iteration 22Q: 3 clusters Score -8796877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8796903.000000 Penalty: 3619.087646
	Iteration 23Q: 3 clusters Score -8796903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8796902.000000 Penalty: 3619.087646
	Iteration 24Q: 3 clusters Score -8796902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8796924.000000 Penalty: 3619.087646
	Iteration 25Q: 3 clusters Score -8796924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8796948.000000 Penalty: 3619.087646
	Iteration 26Q: 3 clusters Score -8796948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8796966.000000 Penalty: 3619.087646
	Iteration 27Q: 3 clusters Score -8796966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8796981.000000 Penalty: 3619.087646
	Iteration 28Q: 3 clusters Score -8796981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8796999.000000 Penalty: 3619.087646
	Iteration 29Q: 3 clusters Score -8796999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8797005.000000 Penalty: 3619.087646
	Iteration 30Q: 3 clusters Score -8797005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8797021.000000 Penalty: 3619.087646
	Iteration 31Q: 3 clusters Score -8797021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8797028.000000 Penalty: 3619.087646
	Iteration 32Q: 3 clusters Score -8797028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8797022.000000 Penalty: 3619.087646
	Iteration 33Q: 3 clusters Score -8797022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8797032.000000 Penalty: 3619.087646
	Iteration 34Q: 3 clusters Score -8797032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8797046.000000 Penalty: 3619.087646
	Iteration 35Q: 3 clusters Score -8797046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8797053.000000 Penalty: 3619.087646
	Iteration 36Q: 3 clusters Score -8797053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8797051.000000 Penalty: 3619.087646
	Iteration 37Q: 3 clusters Score -8797051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8797052.000000 Penalty: 3619.087646
	Iteration 38Q: 3 clusters Score -8797052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8797051.000000 Penalty: 3619.087646
	Iteration 39Q: 3 clusters Score -8797051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8797054.000000 Penalty: 3619.087646
	Iteration 40F: 3 clusters Score -8797054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8797049.000000 Penalty: 3619.087646
	Iteration 41Q: 3 clusters Score -8797049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8797047.000000 Penalty: 3619.087646
	Iteration 42Q: 3 clusters Score -8797047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8797050.000000 Penalty: 3619.087646
	Iteration 43Q: 3 clusters Score -8797050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8797049.000000 Penalty: 3619.087646
	Iteration 44Q: 3 clusters Score -8797049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8797056.000000 Penalty: 3619.087646
	Iteration 45Q: 3 clusters Score -8797056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8797056.000000 Penalty: 3619.087646
	Iteration 46Q: 3 clusters Score -8797056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8797056.000000 Penalty: 3619.087646
	Iteration 47Q: 3 clusters Score -8797056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8797056.000000 Penalty: 3619.087646
	Iteration 48F: 3 clusters Score -8797056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 2969 members 
Mstep: Class 4 contains 58023 members 
Mstep: Class 5 contains 66316 members 
Mstep: Class 6 contains 40090 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 82404 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 46931 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 13 contains 49613 members 
Mstep: Class 16 contains 76953 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 12892 members 
Entering Unmasked Estep 
Score: -65772764.000000 Penalty: 32109.041016
Splitting cluster 5 changes total score from -65772312.000000 to -65772764.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 6 (40090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Entering Unmasked Estep 
Score: -5171813.000000 Penalty: 1722.318481
	Iteration 0F: 2 clusters Score -5171813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -5144998.500000 Penalty: 3444.636963
	Iteration 0F: 3 clusters Score -5144998 nChanged 18628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5155737.500000 Penalty: 3444.636963
	Iteration 1F: 3 clusters Score -5155738 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5156339.500000 Penalty: 3444.636963
	Iteration 2Q: 3 clusters Score -5156340 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5157101.500000 Penalty: 3444.636963
	Iteration 3Q: 3 clusters Score -5157102 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -5158185.500000 Penalty: 3444.636963
	Iteration 4Q: 3 clusters Score -5158186 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -5159549.500000 Penalty: 3444.636963
	Iteration 5F: 3 clusters Score -5159550 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -5161530.500000 Penalty: 3444.636963
	Iteration 6F: 3 clusters Score -5161530 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -5163780.000000 Penalty: 3444.636963
	Iteration 7F: 3 clusters Score -5163780 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -5165827.500000 Penalty: 3444.636963
	Iteration 8F: 3 clusters Score -5165828 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -5167365.000000 Penalty: 3444.636963
	Iteration 9Q: 3 clusters Score -5167365 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5168431.500000 Penalty: 3444.636963
	Iteration 10Q: 3 clusters Score -5168432 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5169140.000000 Penalty: 3444.636963
	Iteration 11Q: 3 clusters Score -5169140 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -5169578.000000 Penalty: 3444.636963
	Iteration 12Q: 3 clusters Score -5169578 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -5169851.500000 Penalty: 3444.636963
	Iteration 13Q: 3 clusters Score -5169852 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -5170007.500000 Penalty: 3444.636963
	Iteration 14Q: 3 clusters Score -5170008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -5170122.000000 Penalty: 3444.636963
	Iteration 15Q: 3 clusters Score -5170122 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5170186.000000 Penalty: 3444.636963
	Iteration 16Q: 3 clusters Score -5170186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -5170231.000000 Penalty: 3444.636963
	Iteration 17Q: 3 clusters Score -5170231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -5170276.500000 Penalty: 3444.636963
	Iteration 18Q: 3 clusters Score -5170276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -5170312.000000 Penalty: 3444.636963
	Iteration 19Q: 3 clusters Score -5170312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5170337.500000 Penalty: 3444.636963
	Iteration 20F: 3 clusters Score -5170338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -5170351.500000 Penalty: 3444.636963
	Iteration 21Q: 3 clusters Score -5170352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5170354.000000 Penalty: 3444.636963
	Iteration 22Q: 3 clusters Score -5170354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5170368.500000 Penalty: 3444.636963
	Iteration 23Q: 3 clusters Score -5170368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -5170376.000000 Penalty: 3444.636963
	Iteration 24Q: 3 clusters Score -5170376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5170385.000000 Penalty: 3444.636963
	Iteration 25Q: 3 clusters Score -5170385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5170393.000000 Penalty: 3444.636963
	Iteration 26Q: 3 clusters Score -5170393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5170392.500000 Penalty: 3444.636963
	Iteration 27Q: 3 clusters Score -5170392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5170394.000000 Penalty: 3444.636963
	Iteration 28Q: 3 clusters Score -5170394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5170397.000000 Penalty: 3444.636963
	Iteration 29Q: 3 clusters Score -5170397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5170395.000000 Penalty: 3444.636963
	Iteration 30Q: 3 clusters Score -5170395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -5170398.500000 Penalty: 3444.636963
	Iteration 31Q: 3 clusters Score -5170398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -5170398.500000 Penalty: 3444.636963
	Iteration 32F: 3 clusters Score -5170398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -12429.539062 Penalty: 810.945312
	Iteration 0F: 2 clusters Score -12429.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11914.500977 Penalty: 1621.890625
	Iteration 0F: 3 clusters Score -11914.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12011.297852 Penalty: 1621.890625
	Iteration 1F: 3 clusters Score -12011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12045.355469 Penalty: 1621.890625
	Iteration 2F: 3 clusters Score -12045.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12062.083984 Penalty: 1621.890625
	Iteration 3Q: 3 clusters Score -12062.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12066.503906 Penalty: 1621.890625
	Iteration 4Q: 3 clusters Score -12066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12069.163086 Penalty: 1621.890625
	Iteration 5Q: 3 clusters Score -12069.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12069.163086 Penalty: 1621.890625
	Iteration 6F: 3 clusters Score -12069.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (82404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Entering Unmasked Estep 
Score: -10552176.000000 Penalty: 1839.400757
	Iteration 0F: 2 clusters Score -1.055218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -10501880.000000 Penalty: 3678.801514
	Iteration 0F: 3 clusters Score -1.050188e+07 nChanged 39210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -10524755.000000 Penalty: 3678.801514
	Iteration 1F: 3 clusters Score -1.052476e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -10525350.000000 Penalty: 3678.801514
	Iteration 2Q: 3 clusters Score -1.052535e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -10526146.000000 Penalty: 3678.801514
	Iteration 3Q: 3 clusters Score -1.052615e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -10527236.000000 Penalty: 3678.801514
	Iteration 4Q: 3 clusters Score -1.052724e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -10528806.000000 Penalty: 3678.801514
	Iteration 5Q: 3 clusters Score -1.052881e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -10531136.000000 Penalty: 3678.801514
	Iteration 6F: 3 clusters Score -1.053114e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -10534954.000000 Penalty: 3678.801514
	Iteration 7F: 3 clusters Score -1.053495e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -10539628.000000 Penalty: 3678.801514
	Iteration 8F: 3 clusters Score -1.053963e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -10543086.000000 Penalty: 3678.801514
	Iteration 9F: 3 clusters Score -1.054309e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -10544383.000000 Penalty: 3678.801514
	Iteration 10Q: 3 clusters Score -1.054438e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -10544864.000000 Penalty: 3678.801514
	Iteration 11Q: 3 clusters Score -1.054486e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -10545152.000000 Penalty: 3678.801514
	Iteration 12Q: 3 clusters Score -1.054515e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -10545358.000000 Penalty: 3678.801514
	Iteration 13Q: 3 clusters Score -1.054536e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -10545555.000000 Penalty: 3678.801514
	Iteration 14Q: 3 clusters Score -1.054556e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -10545704.000000 Penalty: 3678.801514
	Iteration 15Q: 3 clusters Score -1.05457e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -10545866.000000 Penalty: 3678.801514
	Iteration 16Q: 3 clusters Score -1.054587e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -10545984.000000 Penalty: 3678.801514
	Iteration 17Q: 3 clusters Score -1.054598e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -10546074.000000 Penalty: 3678.801514
	Iteration 18Q: 3 clusters Score -1.054607e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -10546127.000000 Penalty: 3678.801514
	Iteration 19Q: 3 clusters Score -1.054613e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -10546202.000000 Penalty: 3678.801514
	Iteration 20F: 3 clusters Score -1.05462e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -10546266.000000 Penalty: 3678.801514
	Iteration 21Q: 3 clusters Score -1.054627e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -10546185.000000 Penalty: 3678.801514
	Iteration 22Q: 3 clusters Score -1.054618e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -10546215.000000 Penalty: 3678.801514
	Iteration 23Q: 3 clusters Score -1.054622e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -10546171.000000 Penalty: 3678.801514
	Iteration 24Q: 3 clusters Score -1.054617e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -10546213.000000 Penalty: 3678.801514
	Iteration 25Q: 3 clusters Score -1.054621e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -10546220.000000 Penalty: 3678.801514
	Iteration 26Q: 3 clusters Score -1.054622e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -10546218.000000 Penalty: 3678.801514
	Iteration 27Q: 3 clusters Score -1.054622e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -10546190.000000 Penalty: 3678.801514
	Iteration 28Q: 3 clusters Score -1.054619e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -10546272.000000 Penalty: 3678.801514
	Iteration 29Q: 3 clusters Score -1.054627e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -10546373.000000 Penalty: 3678.801514
	Iteration 30Q: 3 clusters Score -1.054637e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -10546460.000000 Penalty: 3678.801514
	Iteration 31Q: 3 clusters Score -1.054646e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -10546597.000000 Penalty: 3678.801514
	Iteration 32Q: 3 clusters Score -1.05466e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -10546725.000000 Penalty: 3678.801514
	Iteration 33Q: 3 clusters Score -1.054672e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -10546919.000000 Penalty: 3678.801514
	Iteration 34Q: 3 clusters Score -1.054692e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -10547214.000000 Penalty: 3678.801514
	Iteration 35Q: 3 clusters Score -1.054721e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -10547461.000000 Penalty: 3678.801514
	Iteration 36Q: 3 clusters Score -1.054746e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -10547704.000000 Penalty: 3678.801514
	Iteration 37Q: 3 clusters Score -1.05477e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -10547988.000000 Penalty: 3678.801514
	Iteration 38Q: 3 clusters Score -1.054799e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -10548280.000000 Penalty: 3678.801514
	Iteration 39Q: 3 clusters Score -1.054828e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -10548805.000000 Penalty: 3678.801514
	Iteration 40F: 3 clusters Score -1.05488e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -10549180.000000 Penalty: 3678.801514
	Iteration 41Q: 3 clusters Score -1.054918e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -10549605.000000 Penalty: 3678.801514
	Iteration 42Q: 3 clusters Score -1.05496e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -10550233.000000 Penalty: 3678.801514
	Iteration 43Q: 3 clusters Score -1.055023e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -10550808.000000 Penalty: 3678.801514
	Iteration 44Q: 3 clusters Score -1.055081e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -10551378.000000 Penalty: 3678.801514
	Iteration 45Q: 3 clusters Score -1.055138e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -10551891.000000 Penalty: 3678.801514
	Iteration 46Q: 3 clusters Score -1.055189e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -10552343.000000 Penalty: 3678.801514
	Iteration 47Q: 3 clusters Score -1.055234e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -10552647.000000 Penalty: 3678.801514
	Iteration 48Q: 3 clusters Score -1.055265e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -10552872.000000 Penalty: 3678.801514
	Iteration 49Q: 3 clusters Score -1.055287e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -10553063.000000 Penalty: 3678.801514
	Iteration 50Q: 3 clusters Score -1.055306e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -10553166.000000 Penalty: 3678.801514
	Iteration 51Q: 3 clusters Score -1.055317e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -10553200.000000 Penalty: 3678.801514
	Iteration 52Q: 3 clusters Score -1.05532e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -10553220.000000 Penalty: 3678.801514
	Iteration 53Q: 3 clusters Score -1.055322e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -10553160.000000 Penalty: 3678.801514
	Iteration 54Q: 3 clusters Score -1.055316e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -10553090.000000 Penalty: 3678.801514
	Iteration 55Q: 3 clusters Score -1.055309e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -10553059.000000 Penalty: 3678.801514
	Iteration 56Q: 3 clusters Score -1.055306e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -10553020.000000 Penalty: 3678.801514
	Iteration 57Q: 3 clusters Score -1.055302e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -10552996.000000 Penalty: 3678.801514
	Iteration 58Q: 3 clusters Score -1.0553e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -10552946.000000 Penalty: 3678.801514
	Iteration 59Q: 3 clusters Score -1.055295e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -10552870.000000 Penalty: 3678.801514
	Iteration 60F: 3 clusters Score -1.055287e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -10552822.000000 Penalty: 3678.801514
	Iteration 61Q: 3 clusters Score -1.055282e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -10552781.000000 Penalty: 3678.801514
	Iteration 62Q: 3 clusters Score -1.055278e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -10552739.000000 Penalty: 3678.801514
	Iteration 63Q: 3 clusters Score -1.055274e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -10552700.000000 Penalty: 3678.801514
	Iteration 64Q: 3 clusters Score -1.05527e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -10552657.000000 Penalty: 3678.801514
	Iteration 65Q: 3 clusters Score -1.055266e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -10552625.000000 Penalty: 3678.801514
	Iteration 66Q: 3 clusters Score -1.055262e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -10552584.000000 Penalty: 3678.801514
	Iteration 67Q: 3 clusters Score -1.055258e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -10552548.000000 Penalty: 3678.801514
	Iteration 68Q: 3 clusters Score -1.055255e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -10552528.000000 Penalty: 3678.801514
	Iteration 69Q: 3 clusters Score -1.055253e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -10552512.000000 Penalty: 3678.801514
	Iteration 70Q: 3 clusters Score -1.055251e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -10552507.000000 Penalty: 3678.801514
	Iteration 71Q: 3 clusters Score -1.055251e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -10552502.000000 Penalty: 3678.801514
	Iteration 72Q: 3 clusters Score -1.05525e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -10552469.000000 Penalty: 3678.801514
	Iteration 73Q: 3 clusters Score -1.055247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -10552441.000000 Penalty: 3678.801514
	Iteration 74Q: 3 clusters Score -1.055244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -10552424.000000 Penalty: 3678.801514
	Iteration 75Q: 3 clusters Score -1.055242e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -10552422.000000 Penalty: 3678.801514
	Iteration 76Q: 3 clusters Score -1.055242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -10552415.000000 Penalty: 3678.801514
	Iteration 77Q: 3 clusters Score -1.055242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -10552414.000000 Penalty: 3678.801514
	Iteration 78Q: 3 clusters Score -1.055241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -10552414.000000 Penalty: 3678.801514
	Iteration 79Q: 3 clusters Score -1.055241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -10552404.000000 Penalty: 3678.801514
	Iteration 80F: 3 clusters Score -1.05524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 79873 members 
Entering Unmasked Estep 
Score: -10552398.000000 Penalty: 3678.801514
	Iteration 81Q: 3 clusters Score -1.05524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -10552391.000000 Penalty: 3678.801514
	Iteration 82Q: 3 clusters Score -1.055239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -10552413.000000 Penalty: 3678.801514
	Iteration 83Q: 3 clusters Score -1.055241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -10552415.000000 Penalty: 3678.801514
	Iteration 84Q: 3 clusters Score -1.055242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -10552399.000000 Penalty: 3678.801514
	Iteration 85Q: 3 clusters Score -1.05524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 79951 members 
Entering Unmasked Estep 
Score: -10552399.000000 Penalty: 3678.801514
	Iteration 86Q: 3 clusters Score -1.05524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -10552402.000000 Penalty: 3678.801514
	Iteration 87Q: 3 clusters Score -1.05524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -10552387.000000 Penalty: 3678.801514
	Iteration 88Q: 3 clusters Score -1.055239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -10552396.000000 Penalty: 3678.801514
	Iteration 89Q: 3 clusters Score -1.05524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -10552379.000000 Penalty: 3678.801514
	Iteration 90Q: 3 clusters Score -1.055238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -10552372.000000 Penalty: 3678.801514
	Iteration 91Q: 3 clusters Score -1.055237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -10552372.000000 Penalty: 3678.801514
	Iteration 92Q: 3 clusters Score -1.055237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -10552370.000000 Penalty: 3678.801514
	Iteration 93Q: 3 clusters Score -1.055237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -10552376.000000 Penalty: 3678.801514
	Iteration 94Q: 3 clusters Score -1.055238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -10552370.000000 Penalty: 3678.801514
	Iteration 95Q: 3 clusters Score -1.055237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -10552368.000000 Penalty: 3678.801514
	Iteration 96Q: 3 clusters Score -1.055237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -10552368.000000 Penalty: 3678.801514
	Iteration 97F: 3 clusters Score -1.055237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 2969 members 
Mstep: Class 4 contains 58023 members 
Mstep: Class 5 contains 66316 members 
Mstep: Class 6 contains 40090 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 46931 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 80020 members 
Mstep: Class 13 contains 49613 members 
Mstep: Class 16 contains 76953 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 12892 members 
Entering Unmasked Estep 
Score: -65772520.000000 Penalty: 34249.644531
Splitting cluster 8 changes total score from -65772312.000000 to -65772520.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -58604.855469 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -58604.86 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 257 members 
Entering Unmasked Estep 
Score: -57629.476562 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -57629.48 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57978.382812 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -57978.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58176.503906 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -58176.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -58284.207031 Penalty: 2038.071289
	Iteration 3F: 3 clusters Score -58284.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58446.140625 Penalty: 2038.071289
	Iteration 4F: 3 clusters Score -58446.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -58553.785156 Penalty: 2038.071289
	Iteration 5F: 3 clusters Score -58553.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -58602.359375 Penalty: 2038.071289
	Iteration 6Q: 3 clusters Score -58602.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -58614.796875 Penalty: 2038.071289
	Iteration 7Q: 3 clusters Score -58614.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58620.273438 Penalty: 2038.071289
	Iteration 8Q: 3 clusters Score -58620.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58627.929688 Penalty: 2038.071289
	Iteration 9Q: 3 clusters Score -58627.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -58629.234375 Penalty: 2038.071289
	Iteration 10Q: 3 clusters Score -58629.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -58629.234375 Penalty: 2038.071289
	Iteration 11F: 3 clusters Score -58629.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 2969 members 
Mstep: Class 4 contains 58023 members 
Mstep: Class 5 contains 66316 members 
Mstep: Class 6 contains 40090 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 93 members 
Mstep: Class 10 contains 46931 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 80020 members 
Mstep: Class 13 contains 49613 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 16 contains 76953 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 12892 members 
Entering Unmasked Estep 
Score: -65771420.000000 Penalty: 36390.246094
Splitting cluster 9 changes total score from -65772312.000000 to -65771420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Entering Unmasked Estep 
Score: -5954006.000000 Penalty: 1747.920410
	Iteration 0F: 2 clusters Score -5954006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -5922786.000000 Penalty: 3495.840820
	Iteration 0F: 3 clusters Score -5922786 nChanged 21963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -5934993.500000 Penalty: 3495.840820
	Iteration 1F: 3 clusters Score -5934994 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5935485.000000 Penalty: 3495.840820
	Iteration 2Q: 3 clusters Score -5935485 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5936078.000000 Penalty: 3495.840820
	Iteration 3Q: 3 clusters Score -5936078 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5936813.500000 Penalty: 3495.840820
	Iteration 4Q: 3 clusters Score -5936814 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5937699.000000 Penalty: 3495.840820
	Iteration 5Q: 3 clusters Score -5937699 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -5938995.500000 Penalty: 3495.840820
	Iteration 6Q: 3 clusters Score -5938996 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5940862.000000 Penalty: 3495.840820
	Iteration 7F: 3 clusters Score -5940862 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5943093.500000 Penalty: 3495.840820
	Iteration 8F: 3 clusters Score -5943094 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -5945244.000000 Penalty: 3495.840820
	Iteration 9F: 3 clusters Score -5945244 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -5946650.500000 Penalty: 3495.840820
	Iteration 10Q: 3 clusters Score -5946650 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -5947427.000000 Penalty: 3495.840820
	Iteration 11Q: 3 clusters Score -5947427 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -5947886.000000 Penalty: 3495.840820
	Iteration 12Q: 3 clusters Score -5947886 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5948275.000000 Penalty: 3495.840820
	Iteration 13Q: 3 clusters Score -5948275 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -5948676.500000 Penalty: 3495.840820
	Iteration 14Q: 3 clusters Score -5948676 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5949054.000000 Penalty: 3495.840820
	Iteration 15Q: 3 clusters Score -5949054 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -5949407.000000 Penalty: 3495.840820
	Iteration 16Q: 3 clusters Score -5949407 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -5949746.000000 Penalty: 3495.840820
	Iteration 17Q: 3 clusters Score -5949746 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -5950048.000000 Penalty: 3495.840820
	Iteration 18Q: 3 clusters Score -5950048 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5950338.500000 Penalty: 3495.840820
	Iteration 19Q: 3 clusters Score -5950338 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5950667.000000 Penalty: 3495.840820
	Iteration 20F: 3 clusters Score -5950667 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5950963.000000 Penalty: 3495.840820
	Iteration 21Q: 3 clusters Score -5950963 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5951206.000000 Penalty: 3495.840820
	Iteration 22Q: 3 clusters Score -5951206 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5951448.500000 Penalty: 3495.840820
	Iteration 23Q: 3 clusters Score -5951448 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5951668.500000 Penalty: 3495.840820
	Iteration 24Q: 3 clusters Score -5951668 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5951813.000000 Penalty: 3495.840820
	Iteration 25Q: 3 clusters Score -5951813 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5951941.000000 Penalty: 3495.840820
	Iteration 26Q: 3 clusters Score -5951941 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5952057.000000 Penalty: 3495.840820
	Iteration 27Q: 3 clusters Score -5952057 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5952163.000000 Penalty: 3495.840820
	Iteration 28Q: 3 clusters Score -5952163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5952237.000000 Penalty: 3495.840820
	Iteration 29Q: 3 clusters Score -5952237 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5952282.500000 Penalty: 3495.840820
	Iteration 30Q: 3 clusters Score -5952282 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5952343.000000 Penalty: 3495.840820
	Iteration 31Q: 3 clusters Score -5952343 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5952390.000000 Penalty: 3495.840820
	Iteration 32Q: 3 clusters Score -5952390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5952415.500000 Penalty: 3495.840820
	Iteration 33Q: 3 clusters Score -5952416 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5952460.500000 Penalty: 3495.840820
	Iteration 34Q: 3 clusters Score -5952460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5952484.000000 Penalty: 3495.840820
	Iteration 35Q: 3 clusters Score -5952484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5952517.500000 Penalty: 3495.840820
	Iteration 36Q: 3 clusters Score -5952518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5952546.000000 Penalty: 3495.840820
	Iteration 37Q: 3 clusters Score -5952546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5952558.000000 Penalty: 3495.840820
	Iteration 38Q: 3 clusters Score -5952558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5952574.000000 Penalty: 3495.840820
	Iteration 39Q: 3 clusters Score -5952574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5952586.000000 Penalty: 3495.840820
	Iteration 40F: 3 clusters Score -5952586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5952597.000000 Penalty: 3495.840820
	Iteration 41Q: 3 clusters Score -5952597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5952609.500000 Penalty: 3495.840820
	Iteration 42Q: 3 clusters Score -5952610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5952611.000000 Penalty: 3495.840820
	Iteration 43Q: 3 clusters Score -5952611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5952619.000000 Penalty: 3495.840820
	Iteration 44Q: 3 clusters Score -5952619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5952622.500000 Penalty: 3495.840820
	Iteration 45Q: 3 clusters Score -5952622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5952621.500000 Penalty: 3495.840820
	Iteration 46Q: 3 clusters Score -5952622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5952627.000000 Penalty: 3495.840820
	Iteration 47Q: 3 clusters Score -5952627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5952630.000000 Penalty: 3495.840820
	Iteration 48Q: 3 clusters Score -5952630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5952631.500000 Penalty: 3495.840820
	Iteration 49Q: 3 clusters Score -5952632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5952630.000000 Penalty: 3495.840820
	Iteration 50Q: 3 clusters Score -5952630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5952630.000000 Penalty: 3495.840820
	Iteration 51Q: 3 clusters Score -5952630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5952630.000000 Penalty: 3495.840820
	Iteration 52Q: 3 clusters Score -5952630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5952632.000000 Penalty: 3495.840820
	Iteration 53Q: 3 clusters Score -5952632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5952632.500000 Penalty: 3495.840820
	Iteration 54Q: 3 clusters Score -5952632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5952628.500000 Penalty: 3495.840820
	Iteration 55Q: 3 clusters Score -5952628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5952633.500000 Penalty: 3495.840820
	Iteration 56Q: 3 clusters Score -5952634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5952631.500000 Penalty: 3495.840820
	Iteration 57Q: 3 clusters Score -5952632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5952640.000000 Penalty: 3495.840820
	Iteration 58Q: 3 clusters Score -5952640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5952643.000000 Penalty: 3495.840820
	Iteration 59Q: 3 clusters Score -5952643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5952643.000000 Penalty: 3495.840820
	Iteration 60F: 3 clusters Score -5952643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5952647.500000 Penalty: 3495.840820
	Iteration 61Q: 3 clusters Score -5952648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5952637.000000 Penalty: 3495.840820
	Iteration 62Q: 3 clusters Score -5952637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5952642.500000 Penalty: 3495.840820
	Iteration 63Q: 3 clusters Score -5952642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5952637.000000 Penalty: 3495.840820
	Iteration 64Q: 3 clusters Score -5952637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5952638.000000 Penalty: 3495.840820
	Iteration 65Q: 3 clusters Score -5952638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5952634.500000 Penalty: 3495.840820
	Iteration 66Q: 3 clusters Score -5952634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5952634.500000 Penalty: 3495.840820
	Iteration 67F: 3 clusters Score -5952634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Entering Unmasked Estep 
Score: -6354807.500000 Penalty: 1756.951294
	Iteration 0F: 2 clusters Score -6354808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -6321614.500000 Penalty: 3513.902588
	Iteration 0F: 3 clusters Score -6321614 nChanged 23314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -6335133.500000 Penalty: 3513.902588
	Iteration 1F: 3 clusters Score -6335134 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -6335835.000000 Penalty: 3513.902588
	Iteration 2Q: 3 clusters Score -6335835 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -6336655.500000 Penalty: 3513.902588
	Iteration 3Q: 3 clusters Score -6336656 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -6337678.000000 Penalty: 3513.902588
	Iteration 4Q: 3 clusters Score -6337678 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -6339096.500000 Penalty: 3513.902588
	Iteration 5F: 3 clusters Score -6339096 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -6340899.500000 Penalty: 3513.902588
	Iteration 6F: 3 clusters Score -6340900 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -6342968.500000 Penalty: 3513.902588
	Iteration 7F: 3 clusters Score -6342968 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -6344922.000000 Penalty: 3513.902588
	Iteration 8F: 3 clusters Score -6344922 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6346142 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -6346733.500000 Penalty: 3513.902588
	Iteration 10Q: 3 clusters Score -6346734 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -6347119.500000 Penalty: 3513.902588
	Iteration 11Q: 3 clusters Score -6347120 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -6347401.500000 Penalty: 3513.902588
	Iteration 12Q: 3 clusters Score -6347402 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6347663.500000 Penalty: 3513.902588
	Iteration 13Q: 3 clusters Score -6347664 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -6347965.000000 Penalty: 3513.902588
	Iteration 14Q: 3 clusters Score -6347965 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6348248 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -6348556.000000 Penalty: 3513.902588
	Iteration 16Q: 3 clusters Score -6348556 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -6348791.000000 Penalty: 3513.902588
	Iteration 17Q: 3 clusters Score -6348791 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -6349013.500000 Penalty: 3513.902588
	Iteration 18Q: 3 clusters Score -6349014 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -6349259.500000 Penalty: 3513.902588
	Iteration 19Q: 3 clusters Score -6349260 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6349523.000000 Penalty: 3513.902588
	Iteration 20F: 3 clusters Score -6349523 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -6349792.000000 Penalty: 3513.902588
	Iteration 21Q: 3 clusters Score -6349792 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -6350105.500000 Penalty: 3513.902588
	Iteration 22Q: 3 clusters Score -6350106 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -6350438.500000 Penalty: 3513.902588
	Iteration 23Q: 3 clusters Score -6350438 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -6350850.000000 Penalty: 3513.902588
	Iteration 24Q: 3 clusters Score -6350850 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -6351189.000000 Penalty: 3513.902588
	Iteration 25Q: 3 clusters Score -6351189 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -6351569.500000 Penalty: 3513.902588
	Iteration 26Q: 3 clusters Score -6351570 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -6351957.500000 Penalty: 3513.902588
	Iteration 27Q: 3 clusters Score -6351958 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -6352312.000000 Penalty: 3513.902588
	Iteration 28Q: 3 clusters Score -6352312 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -6352517.500000 Penalty: 3513.902588
	Iteration 29Q: 3 clusters Score -6352518 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6352672 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -6352764.500000 Penalty: 3513.902588
	Iteration 31Q: 3 clusters Score -6352764 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6352810 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -6352870.500000 Penalty: 3513.902588
	Iteration 33Q: 3 clusters Score -6352870 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6352896 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -6352940.500000 Penalty: 3513.902588
	Iteration 35Q: 3 clusters Score -6352940 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6352972 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -6353014.000000 Penalty: 3513.902588
	Iteration 37Q: 3 clusters Score -6353014 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -6353015.000000 Penalty: 3513.902588
	Iteration 38Q: 3 clusters Score -6353015 nChanged 128
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Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -6353036.500000 Penalty: 3513.902588
	Iteration 39Q: 3 clusters Score -6353036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -6353029.500000 Penalty: 3513.902588
	Iteration 40F: 3 clusters Score -6353030 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6353046 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6353064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -6353071.500000 Penalty: 3513.902588
	Iteration 43Q: 3 clusters Score -6353072 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6353066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -6353076.000000 Penalty: 3513.902588
	Iteration 45Q: 3 clusters Score -6353076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -6353084.000000 Penalty: 3513.902588
	Iteration 46Q: 3 clusters Score -6353084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -6353089.500000 Penalty: 3513.902588
	Iteration 47Q: 3 clusters Score -6353090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -6353095.500000 Penalty: 3513.902588
	Iteration 48Q: 3 clusters Score -6353096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6353104.500000 Penalty: 3513.902588
	Iteration 49Q: 3 clusters Score -6353104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -6353120.500000 Penalty: 3513.902588
	Iteration 50Q: 3 clusters Score -6353120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -6353114.000000 Penalty: 3513.902588
	Iteration 51Q: 3 clusters Score -6353114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6353096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -6353117.000000 Penalty: 3513.902588
	Iteration 53Q: 3 clusters Score -6353117 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -6353101.500000 Penalty: 3513.902588
	Iteration 54Q: 3 clusters Score -6353102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -6353098.000000 Penalty: 3513.902588
	Iteration 55Q: 3 clusters Score -6353098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6353096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6353098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -6353100.500000 Penalty: 3513.902588
	Iteration 58Q: 3 clusters Score -6353100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6353102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -6353109.500000 Penalty: 3513.902588
	Iteration 60F: 3 clusters Score -6353110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -6353105.000000 Penalty: 3513.902588
	Iteration 61Q: 3 clusters Score -6353105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6353104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -6353092.000000 Penalty: 3513.902588
	Iteration 63Q: 3 clusters Score -6353092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6353096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6353110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6353110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -6353116.000000 Penalty: 3513.902588
	Iteration 67Q: 3 clusters Score -6353116 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6353108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -6353099.500000 Penalty: 3513.902588
	Iteration 69Q: 3 clusters Score -6353100 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -6353106.500000 Penalty: 3513.902588
	Iteration 70Q: 3 clusters Score -6353106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -6353097.500000 Penalty: 3513.902588
	Iteration 71Q: 3 clusters Score -6353098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6353105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -6353117.000000 Penalty: 3513.902588
	Iteration 73Q: 3 clusters Score -6353117 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6353107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6353109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -6353113.000000 Penalty: 3513.902588
	Iteration 76Q: 3 clusters Score -6353113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6353106 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6353104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6353107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6353106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6353110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -6353102.500000 Penalty: 3513.902588
	Iteration 82Q: 3 clusters Score -6353102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6353118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -6353121.500000 Penalty: 3513.902588
	Iteration 84Q: 3 clusters Score -6353122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -6353111.500000 Penalty: 3513.902588
	Iteration 85Q: 3 clusters Score -6353112 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -6353119.000000 Penalty: 3513.902588
	Iteration 86Q: 3 clusters Score -6353119 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -6353126.500000 Penalty: 3513.902588
	Iteration 87Q: 3 clusters Score -6353126 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6353118 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6353118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -6353125.000000 Penalty: 3513.902588
	Iteration 90Q: 3 clusters Score -6353125 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -6353124.000000 Penalty: 3513.902588
	Iteration 91Q: 3 clusters Score -6353124 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6353123 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
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Entering Unmasked Estep 
Score: -6353129.500000 Penalty: 3513.902588
	Iteration 93Q: 3 clusters Score -6353130 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -6353112.000000 Penalty: 3513.902588
	Iteration 94Q: 3 clusters Score -6353112 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6353111 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6353107 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6353115.000000 Penalty: 3513.902588
	Iteration 97Q: 3 clusters Score -6353115 nChanged 23
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Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6353118 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6353110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -6353119.500000 Penalty: 3513.902588
	Iteration 100F: 3 clusters Score -6353120 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6353126.500000 Penalty: 3513.902588
	Iteration 101Q: 3 clusters Score -6353126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -6353125.500000 Penalty: 3513.902588
	Iteration 102Q: 3 clusters Score -6353126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -6353128.500000 Penalty: 3513.902588
	Iteration 103Q: 3 clusters Score -6353128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -6353134.000000 Penalty: 3513.902588
	Iteration 104Q: 3 clusters Score -6353134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -6353134.500000 Penalty: 3513.902588
	Iteration 105Q: 3 clusters Score -6353134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -6353146.500000 Penalty: 3513.902588
	Iteration 106Q: 3 clusters Score -6353146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -6353139.000000 Penalty: 3513.902588
	Iteration 107Q: 3 clusters Score -6353139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -6353143.500000 Penalty: 3513.902588
	Iteration 108Q: 3 clusters Score -6353144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -6353149.000000 Penalty: 3513.902588
	Iteration 109Q: 3 clusters Score -6353149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -6353147.000000 Penalty: 3513.902588
	Iteration 110Q: 3 clusters Score -6353147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -6353150.500000 Penalty: 3513.902588
	Iteration 111Q: 3 clusters Score -6353150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -6353152.000000 Penalty: 3513.902588
	Iteration 112Q: 3 clusters Score -6353152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -6353155.500000 Penalty: 3513.902588
	Iteration 113Q: 3 clusters Score -6353156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -6353155.000000 Penalty: 3513.902588
	Iteration 114Q: 3 clusters Score -6353155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -6353151.500000 Penalty: 3513.902588
	Iteration 115Q: 3 clusters Score -6353152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6353146.000000 Penalty: 3513.902588
	Iteration 116Q: 3 clusters Score -6353146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -6353144.000000 Penalty: 3513.902588
	Iteration 117Q: 3 clusters Score -6353144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -6353157.500000 Penalty: 3513.902588
	Iteration 118Q: 3 clusters Score -6353158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -6353160.000000 Penalty: 3513.902588
	Iteration 119Q: 3 clusters Score -6353160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -6353158.000000 Penalty: 3513.902588
	Iteration 120F: 3 clusters Score -6353158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -6353159.000000 Penalty: 3513.902588
	Iteration 121Q: 3 clusters Score -6353159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -6353151.000000 Penalty: 3513.902588
	Iteration 122Q: 3 clusters Score -6353151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -6353157.500000 Penalty: 3513.902588
	Iteration 123Q: 3 clusters Score -6353158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -6353157.000000 Penalty: 3513.902588
	Iteration 124Q: 3 clusters Score -6353157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -6353161.000000 Penalty: 3513.902588
	Iteration 125Q: 3 clusters Score -6353161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -6353165.500000 Penalty: 3513.902588
	Iteration 126Q: 3 clusters Score -6353166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -6353166.500000 Penalty: 3513.902588
	Iteration 127Q: 3 clusters Score -6353166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -6353175.500000 Penalty: 3513.902588
	Iteration 128Q: 3 clusters Score -6353176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -6353172.500000 Penalty: 3513.902588
	Iteration 129Q: 3 clusters Score -6353172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -6353175.500000 Penalty: 3513.902588
	Iteration 130Q: 3 clusters Score -6353176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -6353170.500000 Penalty: 3513.902588
	Iteration 131Q: 3 clusters Score -6353170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -6353175.500000 Penalty: 3513.902588
	Iteration 132Q: 3 clusters Score -6353176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -6353173.000000 Penalty: 3513.902588
	Iteration 133Q: 3 clusters Score -6353173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -6353179.000000 Penalty: 3513.902588
	Iteration 134Q: 3 clusters Score -6353179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -6353164.500000 Penalty: 3513.902588
	Iteration 135Q: 3 clusters Score -6353164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -6353166.000000 Penalty: 3513.902588
	Iteration 136Q: 3 clusters Score -6353166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -6353164.500000 Penalty: 3513.902588
	Iteration 137Q: 3 clusters Score -6353164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -6353167.000000 Penalty: 3513.902588
	Iteration 138Q: 3 clusters Score -6353167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -6353167.000000 Penalty: 3513.902588
	Iteration 139F: 3 clusters Score -6353167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Entering Unmasked Estep 
Score: -9863465.000000 Penalty: 1828.279297
	Iteration 0F: 2 clusters Score -9863465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -9822644.000000 Penalty: 3656.558594
	Iteration 0F: 3 clusters Score -9822644 nChanged 36650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -9843594.000000 Penalty: 3656.558594
	Iteration 1F: 3 clusters Score -9843594 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -9844345.000000 Penalty: 3656.558594
	Iteration 2Q: 3 clusters Score -9844345 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -9845358.000000 Penalty: 3656.558594
	Iteration 3Q: 3 clusters Score -9845358 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -9846635.000000 Penalty: 3656.558594
	Iteration 4Q: 3 clusters Score -9846635 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -9848372.000000 Penalty: 3656.558594
	Iteration 5Q: 3 clusters Score -9848372 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -9850802.000000 Penalty: 3656.558594
	Iteration 6F: 3 clusters Score -9850802 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -9853832.000000 Penalty: 3656.558594
	Iteration 7F: 3 clusters Score -9853832 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -9857148.000000 Penalty: 3656.558594
	Iteration 8F: 3 clusters Score -9857148 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -9859527.000000 Penalty: 3656.558594
	Iteration 9F: 3 clusters Score -9859527 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -9860616.000000 Penalty: 3656.558594
	Iteration 10Q: 3 clusters Score -9860616 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -9861017.000000 Penalty: 3656.558594
	Iteration 11Q: 3 clusters Score -9861017 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -9861197.000000 Penalty: 3656.558594
	Iteration 12Q: 3 clusters Score -9861197 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -9861330.000000 Penalty: 3656.558594
	Iteration 13Q: 3 clusters Score -9861330 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9861452.000000 Penalty: 3656.558594
	Iteration 14Q: 3 clusters Score -9861452 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -9861723.000000 Penalty: 3656.558594
	Iteration 15Q: 3 clusters Score -9861723 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -9861937.000000 Penalty: 3656.558594
	Iteration 16Q: 3 clusters Score -9861937 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -9862214.000000 Penalty: 3656.558594
	Iteration 17Q: 3 clusters Score -9862214 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -9862536.000000 Penalty: 3656.558594
	Iteration 18Q: 3 clusters Score -9862536 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -9862970.000000 Penalty: 3656.558594
	Iteration 19Q: 3 clusters Score -9862970 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -9863329.000000 Penalty: 3656.558594
	Iteration 20F: 3 clusters Score -9863329 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -9863652.000000 Penalty: 3656.558594
	Iteration 21Q: 3 clusters Score -9863652 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -9863961.000000 Penalty: 3656.558594
	Iteration 22Q: 3 clusters Score -9863961 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -9864189.000000 Penalty: 3656.558594
	Iteration 23Q: 3 clusters Score -9864189 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -9864366.000000 Penalty: 3656.558594
	Iteration 24Q: 3 clusters Score -9864366 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -9864492.000000 Penalty: 3656.558594
	Iteration 25Q: 3 clusters Score -9864492 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -9864574.000000 Penalty: 3656.558594
	Iteration 26Q: 3 clusters Score -9864574 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -9864678.000000 Penalty: 3656.558594
	Iteration 27Q: 3 clusters Score -9864678 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -9864778.000000 Penalty: 3656.558594
	Iteration 28Q: 3 clusters Score -9864778 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -9864871.000000 Penalty: 3656.558594
	Iteration 29Q: 3 clusters Score -9864871 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -9865030.000000 Penalty: 3656.558594
	Iteration 30Q: 3 clusters Score -9865030 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -9865196.000000 Penalty: 3656.558594
	Iteration 31Q: 3 clusters Score -9865196 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -9865373.000000 Penalty: 3656.558594
	Iteration 32Q: 3 clusters Score -9865373 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -9865554.000000 Penalty: 3656.558594
	Iteration 33Q: 3 clusters Score -9865554 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -9865714.000000 Penalty: 3656.558594
	Iteration 34Q: 3 clusters Score -9865714 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -9865854.000000 Penalty: 3656.558594
	Iteration 35Q: 3 clusters Score -9865854 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -9866055.000000 Penalty: 3656.558594
	Iteration 36Q: 3 clusters Score -9866055 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -9866219.000000 Penalty: 3656.558594
	Iteration 37Q: 3 clusters Score -9866219 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -9866396.000000 Penalty: 3656.558594
	Iteration 38Q: 3 clusters Score -9866396 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -9866370.000000 Penalty: 3656.558594
	Iteration 39Q: 3 clusters Score -9866370 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -9866255.000000 Penalty: 3656.558594
	Iteration 40F: 3 clusters Score -9866255 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -9866142.000000 Penalty: 3656.558594
	Iteration 41Q: 3 clusters Score -9866142 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -9866066.000000 Penalty: 3656.558594
	Iteration 42Q: 3 clusters Score -9866066 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -9865953.000000 Penalty: 3656.558594
	Iteration 43Q: 3 clusters Score -9865953 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -9865900.000000 Penalty: 3656.558594
	Iteration 44Q: 3 clusters Score -9865900 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -9865836.000000 Penalty: 3656.558594
	Iteration 45Q: 3 clusters Score -9865836 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -9865776.000000 Penalty: 3656.558594
	Iteration 46Q: 3 clusters Score -9865776 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -9865714.000000 Penalty: 3656.558594
	Iteration 47Q: 3 clusters Score -9865714 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -9865672.000000 Penalty: 3656.558594
	Iteration 48Q: 3 clusters Score -9865672 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -9865672.000000 Penalty: 3656.558594
	Iteration 49Q: 3 clusters Score -9865672 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -9865649.000000 Penalty: 3656.558594
	Iteration 50Q: 3 clusters Score -9865649 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -9865630.000000 Penalty: 3656.558594
	Iteration 51Q: 3 clusters Score -9865630 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9866984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -9866989.000000 Penalty: 3656.558594
	Iteration 145Q: 3 clusters Score -9866989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -9866991.000000 Penalty: 3656.558594
	Iteration 146Q: 3 clusters Score -9866991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -9866987.000000 Penalty: 3656.558594
	Iteration 147Q: 3 clusters Score -9866987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -9866980.000000 Penalty: 3656.558594
	Iteration 148Q: 3 clusters Score -9866980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -9866981.000000 Penalty: 3656.558594
	Iteration 149Q: 3 clusters Score -9866981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -9866987.000000 Penalty: 3656.558594
	Iteration 150Q: 3 clusters Score -9866987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -9866993.000000 Penalty: 3656.558594
	Iteration 151Q: 3 clusters Score -9866993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -9866995.000000 Penalty: 3656.558594
	Iteration 152Q: 3 clusters Score -9866995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -9867000.000000 Penalty: 3656.558594
	Iteration 153Q: 3 clusters Score -9867000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -9866995.000000 Penalty: 3656.558594
	Iteration 154Q: 3 clusters Score -9866995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -9866976.000000 Penalty: 3656.558594
	Iteration 155Q: 3 clusters Score -9866976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -9866993.000000 Penalty: 3656.558594
	Iteration 156Q: 3 clusters Score -9866993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -9866997.000000 Penalty: 3656.558594
	Iteration 157Q: 3 clusters Score -9866997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -9866994.000000 Penalty: 3656.558594
	Iteration 158Q: 3 clusters Score -9866994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -9867001.000000 Penalty: 3656.558594
	Iteration 159Q: 3 clusters Score -9867001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -9866993.000000 Penalty: 3656.558594
	Iteration 160F: 3 clusters Score -9866993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -9866997.000000 Penalty: 3656.558594
	Iteration 161Q: 3 clusters Score -9866997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -9866991.000000 Penalty: 3656.558594
	Iteration 162Q: 3 clusters Score -9866991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -9866994.000000 Penalty: 3656.558594
	Iteration 163Q: 3 clusters Score -9866994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -9866987.000000 Penalty: 3656.558594
	Iteration 164Q: 3 clusters Score -9866987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -9866991.000000 Penalty: 3656.558594
	Iteration 165Q: 3 clusters Score -9866991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -9866988.000000 Penalty: 3656.558594
	Iteration 166Q: 3 clusters Score -9866988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -9866988.000000 Penalty: 3656.558594
	Iteration 167Q: 3 clusters Score -9866988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -9866977.000000 Penalty: 3656.558594
	Iteration 168Q: 3 clusters Score -9866977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -9866989.000000 Penalty: 3656.558594
	Iteration 169Q: 3 clusters Score -9866989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -9866985.000000 Penalty: 3656.558594
	Iteration 170Q: 3 clusters Score -9866985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -9866979.000000 Penalty: 3656.558594
	Iteration 171Q: 3 clusters Score -9866979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -9866986.000000 Penalty: 3656.558594
	Iteration 172Q: 3 clusters Score -9866986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -9866988.000000 Penalty: 3656.558594
	Iteration 173Q: 3 clusters Score -9866988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -9866987.000000 Penalty: 3656.558594
	Iteration 174Q: 3 clusters Score -9866987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -9866987.000000 Penalty: 3656.558594
	Iteration 175Q: 3 clusters Score -9866987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -9866982.000000 Penalty: 3656.558594
	Iteration 176Q: 3 clusters Score -9866982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -9866979.000000 Penalty: 3656.558594
	Iteration 177Q: 3 clusters Score -9866979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -9866977.000000 Penalty: 3656.558594
	Iteration 178Q: 3 clusters Score -9866977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -9866982.000000 Penalty: 3656.558594
	Iteration 179Q: 3 clusters Score -9866982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -9866974.000000 Penalty: 3656.558594
	Iteration 180F: 3 clusters Score -9866974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -9866977.000000 Penalty: 3656.558594
	Iteration 181Q: 3 clusters Score -9866977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -9866981.000000 Penalty: 3656.558594
	Iteration 182Q: 3 clusters Score -9866981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -9866981.000000 Penalty: 3656.558594
	Iteration 183F: 3 clusters Score -9866981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 2969 members 
Mstep: Class 4 contains 58023 members 
Mstep: Class 5 contains 66316 members 
Mstep: Class 6 contains 40090 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 46931 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 80020 members 
Mstep: Class 13 contains 49613 members 
Mstep: Class 14 contains 9838 members 
Mstep: Class 16 contains 67115 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 12892 members 
Entering Unmasked Estep 
Score: -65775680.000000 Penalty: 36390.246094
Splitting cluster 16 changes total score from -65772312.000000 to -65775680.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 18 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -305066.156250 Penalty: 1264.502930
	Iteration 0F: 2 clusters Score -305066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -302696.968750 Penalty: 2529.005859
	Iteration 0F: 3 clusters Score -302697 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -303211.125000 Penalty: 2529.005859
	Iteration 1F: 3 clusters Score -303211.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -303311.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -303372.437500 Penalty: 2529.005859
	Iteration 3Q: 3 clusters Score -303372.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -303414.406250 Penalty: 2529.005859
	Iteration 4Q: 3 clusters Score -303414.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -303441.875000 Penalty: 2529.005859
	Iteration 5Q: 3 clusters Score -303441.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -303464.906250 Penalty: 2529.005859
	Iteration 6Q: 3 clusters Score -303464.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -303482.218750 Penalty: 2529.005859
	Iteration 7Q: 3 clusters Score -303482.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -303497.218750 Penalty: 2529.005859
	Iteration 8Q: 3 clusters Score -303497.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -303510.062500 Penalty: 2529.005859
	Iteration 9Q: 3 clusters Score -303510.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -303520.125000 Penalty: 2529.005859
	Iteration 10Q: 3 clusters Score -303520.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303533.968750 Penalty: 2529.005859
	Iteration 11Q: 3 clusters Score -303534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -303542.562500 Penalty: 2529.005859
	Iteration 12Q: 3 clusters Score -303542.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -303550.250000 Penalty: 2529.005859
	Iteration 13Q: 3 clusters Score -303550.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -303558.031250 Penalty: 2529.005859
	Iteration 14Q: 3 clusters Score -303558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -303565.000000 Penalty: 2529.005859
	Iteration 15Q: 3 clusters Score -303565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -303574.718750 Penalty: 2529.005859
	Iteration 16Q: 3 clusters Score -303574.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -303581.343750 Penalty: 2529.005859
	Iteration 17Q: 3 clusters Score -303581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -303584.656250 Penalty: 2529.005859
	Iteration 18Q: 3 clusters Score -303584.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -303587.531250 Penalty: 2529.005859
	Iteration 19Q: 3 clusters Score -303587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -303590.531250 Penalty: 2529.005859
	Iteration 20F: 3 clusters Score -303590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -303592.062500 Penalty: 2529.005859
	Iteration 21Q: 3 clusters Score -303592.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -303595.437500 Penalty: 2529.005859
	Iteration 22Q: 3 clusters Score -303595.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -303600.875000 Penalty: 2529.005859
	Iteration 23Q: 3 clusters Score -303600.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -303606.250000 Penalty: 2529.005859
	Iteration 24Q: 3 clusters Score -303606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -303610.812500 Penalty: 2529.005859
	Iteration 25Q: 3 clusters Score -303610.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -303615.531250 Penalty: 2529.005859
	Iteration 26Q: 3 clusters Score -303615.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -303620.312500 Penalty: 2529.005859
	Iteration 27Q: 3 clusters Score -303620.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -303624.156250 Penalty: 2529.005859
	Iteration 28Q: 3 clusters Score -303624.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -303629.281250 Penalty: 2529.005859
	Iteration 29Q: 3 clusters Score -303629.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -303633.281250 Penalty: 2529.005859
	Iteration 30Q: 3 clusters Score -303633.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -303637.593750 Penalty: 2529.005859
	Iteration 31Q: 3 clusters Score -303637.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -303642.968750 Penalty: 2529.005859
	Iteration 32Q: 3 clusters Score -303643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -303650.437500 Penalty: 2529.005859
	Iteration 33Q: 3 clusters Score -303650.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -303657.656250 Penalty: 2529.005859
	Iteration 34Q: 3 clusters Score -303657.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -303662.437500 Penalty: 2529.005859
	Iteration 35Q: 3 clusters Score -303662.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -303667.000000 Penalty: 2529.005859
	Iteration 36Q: 3 clusters Score -303667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -303670.000000 Penalty: 2529.005859
	Iteration 37Q: 3 clusters Score -303670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -303672.312500 Penalty: 2529.005859
	Iteration 38Q: 3 clusters Score -303672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -303674.187500 Penalty: 2529.005859
	Iteration 39Q: 3 clusters Score -303674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -303676.156250 Penalty: 2529.005859
	Iteration 40F: 3 clusters Score -303676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -303676.750000 Penalty: 2529.005859
	Iteration 41Q: 3 clusters Score -303676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -303678.093750 Penalty: 2529.005859
	Iteration 42Q: 3 clusters Score -303678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -303681.625000 Penalty: 2529.005859
	Iteration 43Q: 3 clusters Score -303681.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -303686.593750 Penalty: 2529.005859
	Iteration 44Q: 3 clusters Score -303686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -303693.062500 Penalty: 2529.005859
	Iteration 45Q: 3 clusters Score -303693.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -303701.750000 Penalty: 2529.005859
	Iteration 46Q: 3 clusters Score -303701.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -303710.625000 Penalty: 2529.005859
	Iteration 47Q: 3 clusters Score -303710.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -303723.906250 Penalty: 2529.005859
	Iteration 48Q: 3 clusters Score -303723.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -303738.468750 Penalty: 2529.005859
	Iteration 49Q: 3 clusters Score -303738.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -303745.187500 Penalty: 2529.005859
	Iteration 50Q: 3 clusters Score -303745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -303750.843750 Penalty: 2529.005859
	Iteration 51Q: 3 clusters Score -303750.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -303760.468750 Penalty: 2529.005859
	Iteration 52Q: 3 clusters Score -303760.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -303771.718750 Penalty: 2529.005859
	Iteration 53Q: 3 clusters Score -303771.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -303790.281250 Penalty: 2529.005859
	Iteration 54Q: 3 clusters Score -303790.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -303809.531250 Penalty: 2529.005859
	Iteration 55Q: 3 clusters Score -303809.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -303833.562500 Penalty: 2529.005859
	Iteration 56Q: 3 clusters Score -303833.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -303849.062500 Penalty: 2529.005859
	Iteration 57Q: 3 clusters Score -303849.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -303866.562500 Penalty: 2529.005859
	Iteration 58Q: 3 clusters Score -303866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -303877.875000 Penalty: 2529.005859
	Iteration 59Q: 3 clusters Score -303877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -303883.906250 Penalty: 2529.005859
	Iteration 60F: 3 clusters Score -303883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -303889.187500 Penalty: 2529.005859
	Iteration 61Q: 3 clusters Score -303889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -303894.218750 Penalty: 2529.005859
	Iteration 62Q: 3 clusters Score -303894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -303896.375000 Penalty: 2529.005859
	Iteration 63Q: 3 clusters Score -303896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -303897.531250 Penalty: 2529.005859
	Iteration 64Q: 3 clusters Score -303897.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -303897.531250 Penalty: 2529.005859
	Iteration 65F: 3 clusters Score -303897.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Entering Unmasked Estep 
Score: -1647531.375000 Penalty: 1537.958862
	Iteration 0F: 2 clusters Score -1647531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1638514.625000 Penalty: 3075.917725
	Iteration 0F: 3 clusters Score -1638515 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1641523.125000 Penalty: 3075.917725
	Iteration 1F: 3 clusters Score -1641523 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1641775.000000 Penalty: 3075.917725
	Iteration 2F: 3 clusters Score -1641775 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1641989.000000 Penalty: 3075.917725
	Iteration 3Q: 3 clusters Score -1641989 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1642169.250000 Penalty: 3075.917725
	Iteration 4Q: 3 clusters Score -1642169 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1642356.375000 Penalty: 3075.917725
	Iteration 5Q: 3 clusters Score -1642356 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1642566.875000 Penalty: 3075.917725
	Iteration 6Q: 3 clusters Score -1642567 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1642821.875000 Penalty: 3075.917725
	Iteration 7Q: 3 clusters Score -1642822 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1643135.625000 Penalty: 3075.917725
	Iteration 8Q: 3 clusters Score -1643136 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1643538.250000 Penalty: 3075.917725
	Iteration 9Q: 3 clusters Score -1643538 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1644010.250000 Penalty: 3075.917725
	Iteration 10Q: 3 clusters Score -1644010 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1644459.375000 Penalty: 3075.917725
	Iteration 11Q: 3 clusters Score -1644459 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1644728.875000 Penalty: 3075.917725
	Iteration 12Q: 3 clusters Score -1644729 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1644866.500000 Penalty: 3075.917725
	Iteration 13Q: 3 clusters Score -1644866 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1644940.250000 Penalty: 3075.917725
	Iteration 14Q: 3 clusters Score -1644940 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1644993.625000 Penalty: 3075.917725
	Iteration 15Q: 3 clusters Score -1644994 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1645029.000000 Penalty: 3075.917725
	Iteration 16Q: 3 clusters Score -1645029 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1645049.875000 Penalty: 3075.917725
	Iteration 17Q: 3 clusters Score -1645050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1645076.750000 Penalty: 3075.917725
	Iteration 18Q: 3 clusters Score -1645077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1645095.250000 Penalty: 3075.917725
	Iteration 19Q: 3 clusters Score -1645095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1645122.125000 Penalty: 3075.917725
	Iteration 20F: 3 clusters Score -1645122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1645141.250000 Penalty: 3075.917725
	Iteration 21Q: 3 clusters Score -1645141 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1645172.375000 Penalty: 3075.917725
	Iteration 22Q: 3 clusters Score -1645172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1645204.375000 Penalty: 3075.917725
	Iteration 23Q: 3 clusters Score -1645204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1645240.875000 Penalty: 3075.917725
	Iteration 24Q: 3 clusters Score -1645241 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1645286.125000 Penalty: 3075.917725
	Iteration 25Q: 3 clusters Score -1645286 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1645329.625000 Penalty: 3075.917725
	Iteration 26Q: 3 clusters Score -1645330 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1645377.875000 Penalty: 3075.917725
	Iteration 27Q: 3 clusters Score -1645378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1645426.625000 Penalty: 3075.917725
	Iteration 28Q: 3 clusters Score -1645427 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1645491.125000 Penalty: 3075.917725
	Iteration 29Q: 3 clusters Score -1645491 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1645544.250000 Penalty: 3075.917725
	Iteration 30Q: 3 clusters Score -1645544 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1645596.750000 Penalty: 3075.917725
	Iteration 31Q: 3 clusters Score -1645597 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1645647.375000 Penalty: 3075.917725
	Iteration 32Q: 3 clusters Score -1645647 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1645692.750000 Penalty: 3075.917725
	Iteration 33Q: 3 clusters Score -1645693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1645737.750000 Penalty: 3075.917725
	Iteration 34Q: 3 clusters Score -1645738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1645787.625000 Penalty: 3075.917725
	Iteration 35Q: 3 clusters Score -1645788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1645827.875000 Penalty: 3075.917725
	Iteration 36Q: 3 clusters Score -1645828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1645847.625000 Penalty: 3075.917725
	Iteration 37Q: 3 clusters Score -1645848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1645877.500000 Penalty: 3075.917725
	Iteration 38Q: 3 clusters Score -1645878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1645922.625000 Penalty: 3075.917725
	Iteration 39Q: 3 clusters Score -1645923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1645955.750000 Penalty: 3075.917725
	Iteration 40F: 3 clusters Score -1645956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1645975.125000 Penalty: 3075.917725
	Iteration 41Q: 3 clusters Score -1645975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1645996.000000 Penalty: 3075.917725
	Iteration 42Q: 3 clusters Score -1645996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1646012.500000 Penalty: 3075.917725
	Iteration 43Q: 3 clusters Score -1646012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1646031.375000 Penalty: 3075.917725
	Iteration 44Q: 3 clusters Score -1646031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1646046.375000 Penalty: 3075.917725
	Iteration 45Q: 3 clusters Score -1646046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1646064.625000 Penalty: 3075.917725
	Iteration 46Q: 3 clusters Score -1646065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1646073.500000 Penalty: 3075.917725
	Iteration 47Q: 3 clusters Score -1646074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1646079.625000 Penalty: 3075.917725
	Iteration 48Q: 3 clusters Score -1646080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1646084.500000 Penalty: 3075.917725
	Iteration 49Q: 3 clusters Score -1646084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1646090.875000 Penalty: 3075.917725
	Iteration 50Q: 3 clusters Score -1646091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1646099.500000 Penalty: 3075.917725
	Iteration 51Q: 3 clusters Score -1646100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1646110.250000 Penalty: 3075.917725
	Iteration 52Q: 3 clusters Score -1646110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1646121.625000 Penalty: 3075.917725
	Iteration 53Q: 3 clusters Score -1646122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1646133.375000 Penalty: 3075.917725
	Iteration 54Q: 3 clusters Score -1646133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1646138.625000 Penalty: 3075.917725
	Iteration 55Q: 3 clusters Score -1646139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1646146.500000 Penalty: 3075.917725
	Iteration 56Q: 3 clusters Score -1646146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1646157.750000 Penalty: 3075.917725
	Iteration 57Q: 3 clusters Score -1646158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1646168.125000 Penalty: 3075.917725
	Iteration 58Q: 3 clusters Score -1646168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1646171.500000 Penalty: 3075.917725
	Iteration 59Q: 3 clusters Score -1646172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1646187.000000 Penalty: 3075.917725
	Iteration 60F: 3 clusters Score -1646187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1646201.000000 Penalty: 3075.917725
	Iteration 61Q: 3 clusters Score -1646201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1646213.375000 Penalty: 3075.917725
	Iteration 62Q: 3 clusters Score -1646213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1646219.250000 Penalty: 3075.917725
	Iteration 63Q: 3 clusters Score -1646219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1646224.625000 Penalty: 3075.917725
	Iteration 64Q: 3 clusters Score -1646225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1646233.750000 Penalty: 3075.917725
	Iteration 65Q: 3 clusters Score -1646234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1646237.875000 Penalty: 3075.917725
	Iteration 66Q: 3 clusters Score -1646238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1646242.875000 Penalty: 3075.917725
	Iteration 67Q: 3 clusters Score -1646243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1646245.750000 Penalty: 3075.917725
	Iteration 68Q: 3 clusters Score -1646246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1646249.250000 Penalty: 3075.917725
	Iteration 69Q: 3 clusters Score -1646249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1646252.375000 Penalty: 3075.917725
	Iteration 70Q: 3 clusters Score -1646252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1646257.500000 Penalty: 3075.917725
	Iteration 71Q: 3 clusters Score -1646258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1646258.875000 Penalty: 3075.917725
	Iteration 72Q: 3 clusters Score -1646259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1646259.875000 Penalty: 3075.917725
	Iteration 73Q: 3 clusters Score -1646260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1646267.000000 Penalty: 3075.917725
	Iteration 74Q: 3 clusters Score -1646267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1646269.125000 Penalty: 3075.917725
	Iteration 75Q: 3 clusters Score -1646269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1646267.000000 Penalty: 3075.917725
	Iteration 76Q: 3 clusters Score -1646267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1646269.125000 Penalty: 3075.917725
	Iteration 77Q: 3 clusters Score -1646269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1646272.750000 Penalty: 3075.917725
	Iteration 78Q: 3 clusters Score -1646273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1646269.250000 Penalty: 3075.917725
	Iteration 79Q: 3 clusters Score -1646269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1646271.500000 Penalty: 3075.917725
	Iteration 80F: 3 clusters Score -1646272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1646276.125000 Penalty: 3075.917725
	Iteration 81Q: 3 clusters Score -1646276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1646277.875000 Penalty: 3075.917725
	Iteration 82Q: 3 clusters Score -1646278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1646285.125000 Penalty: 3075.917725
	Iteration 83Q: 3 clusters Score -1646285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1646288.125000 Penalty: 3075.917725
	Iteration 84Q: 3 clusters Score -1646288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1646289.875000 Penalty: 3075.917725
	Iteration 85Q: 3 clusters Score -1646290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1646293.000000 Penalty: 3075.917725
	Iteration 86Q: 3 clusters Score -1646293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1646293.000000 Penalty: 3075.917725
	Iteration 87F: 3 clusters Score -1646293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 2969 members 
Mstep: Class 4 contains 58023 members 
Mstep: Class 5 contains 66316 members 
Mstep: Class 6 contains 40090 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 46931 members 
Mstep: Class 13 contains 49613 members 
Mstep: Class 16 contains 67115 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 12892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777984.000000 Penalty: 36390.246094
Iteration 79Q: 18 clusters Score -6.577798e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 14525 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 57813 members 
Mstep: Class 5 contains 66581 members 
Mstep: Class 6 contains 39631 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 46909 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 79158 members 
Mstep: Class 13 contains 49175 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 16 contains 67702 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 12875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65779680.000000 Penalty: 36390.246094
Iteration 80F: 18 clusters Score -6.577968e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 14531 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 57157 members 
Mstep: Class 5 contains 66311 members 
Mstep: Class 6 contains 39296 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 46126 members 
Mstep: Class 11 contains 2569 members 
Mstep: Class 12 contains 79723 members 
Mstep: Class 13 contains 49055 members 
Mstep: Class 14 contains 11808 members 
Mstep: Class 16 contains 67646 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 12746 members 
Entering Unmasked Estep 
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Iteration 81Q: 18 clusters Score -6.578069e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 14531 members 
Mstep: Class 3 contains 2969 members 
Mstep: Class 4 contains 56569 members 
Mstep: Class 5 contains 66044 members 
Mstep: Class 6 contains 38993 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 45385 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 80156 members 
Mstep: Class 13 contains 49005 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 16 contains 67646 members 
Mstep: Class 18 contains 2319 members 
Mstep: Class 19 contains 12669 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 18 clusters Score -6.578088e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 14538 members 
Mstep: Class 3 contains 2969 members 
Mstep: Class 4 contains 56030 members 
Mstep: Class 5 contains 65714 members 
Mstep: Class 6 contains 38727 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 3033 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 44639 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 80488 members 
Mstep: Class 13 contains 49008 members 
Mstep: Class 14 contains 14339 members 
Mstep: Class 16 contains 67614 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 12587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 18 clusters Score -6.578131e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 14542 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 55500 members 
Mstep: Class 5 contains 65373 members 
Mstep: Class 6 contains 38445 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 43907 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 12 contains 80806 members 
Mstep: Class 13 contains 49061 members 
Mstep: Class 14 contains 15640 members 
Mstep: Class 16 contains 67499 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 12523 members 
Entering Unmasked Estep 
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Iteration 84Q: 18 clusters Score -6.578136e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 14554 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 54974 members 
Mstep: Class 5 contains 65060 members 
Mstep: Class 6 contains 38180 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 3284 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 12 contains 81064 members 
Mstep: Class 13 contains 49152 members 
Mstep: Class 14 contains 17068 members 
Mstep: Class 16 contains 67230 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 12451 members 
Entering Unmasked Estep 
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Iteration 85Q: 18 clusters Score -6.578176e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 14558 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 54489 members 
Mstep: Class 5 contains 64743 members 
Mstep: Class 6 contains 37923 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 3411 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 42486 members 
Mstep: Class 11 contains 3058 members 
Mstep: Class 12 contains 81301 members 
Mstep: Class 13 contains 49203 members 
Mstep: Class 14 contains 18517 members 
Mstep: Class 16 contains 66963 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 12397 members 
Entering Unmasked Estep 
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Iteration 86Q: 18 clusters Score -6.57824e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 14562 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 54028 members 
Mstep: Class 5 contains 64442 members 
Mstep: Class 6 contains 37658 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 41826 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 81480 members 
Mstep: Class 13 contains 49293 members 
Mstep: Class 14 contains 20025 members 
Mstep: Class 16 contains 66578 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 12365 members 
Entering Unmasked Estep 
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Iteration 87Q: 18 clusters Score -6.578267e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 14569 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 53655 members 
Mstep: Class 5 contains 64139 members 
Mstep: Class 6 contains 37407 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 41195 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 81601 members 
Mstep: Class 13 contains 49359 members 
Mstep: Class 14 contains 21552 members 
Mstep: Class 16 contains 66115 members 
Mstep: Class 18 contains 2148 members 
Mstep: Class 19 contains 12334 members 
Entering Unmasked Estep 
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Iteration 88Q: 18 clusters Score -6.578327e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 14578 members 
Mstep: Class 3 contains 2950 members 
Mstep: Class 4 contains 53300 members 
Mstep: Class 5 contains 63880 members 
Mstep: Class 6 contains 37144 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 3767 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 40583 members 
Mstep: Class 11 contains 3485 members 
Mstep: Class 12 contains 81715 members 
Mstep: Class 13 contains 49422 members 
Mstep: Class 14 contains 23159 members 
Mstep: Class 16 contains 65513 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 12314 members 
Entering Unmasked Estep 
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Iteration 89Q: 18 clusters Score -6.578368e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 14585 members 
Mstep: Class 3 contains 2950 members 
Mstep: Class 4 contains 53024 members 
Mstep: Class 5 contains 63625 members 
Mstep: Class 6 contains 36872 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 3862 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 39968 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 81847 members 
Mstep: Class 13 contains 49496 members 
Mstep: Class 14 contains 24718 members 
Mstep: Class 16 contains 64839 members 
Mstep: Class 18 contains 2091 members 
Mstep: Class 19 contains 12295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784240.000000 Penalty: 36390.246094
Iteration 90Q: 18 clusters Score -6.578424e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 14585 members 
Mstep: Class 3 contains 2948 members 
Mstep: Class 4 contains 52799 members 
Mstep: Class 5 contains 63368 members 
Mstep: Class 6 contains 36640 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 39401 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 81974 members 
Mstep: Class 13 contains 49560 members 
Mstep: Class 14 contains 26273 members 
Mstep: Class 16 contains 64076 members 
Mstep: Class 18 contains 2060 members 
Mstep: Class 19 contains 12282 members 
Entering Unmasked Estep 
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Iteration 91Q: 18 clusters Score -6.578442e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 14582 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 52600 members 
Mstep: Class 5 contains 63075 members 
Mstep: Class 6 contains 36462 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 38905 members 
Mstep: Class 11 contains 4040 members 
Mstep: Class 12 contains 82078 members 
Mstep: Class 13 contains 49618 members 
Mstep: Class 14 contains 27839 members 
Mstep: Class 16 contains 63180 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 12281 members 
Entering Unmasked Estep 
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Score: -65784900.000000 Penalty: 36390.246094
Iteration 92Q: 18 clusters Score -6.57849e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71603 members 
Mstep: Class 2 contains 14583 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 52438 members 
Mstep: Class 5 contains 62789 members 
Mstep: Class 6 contains 36254 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 38490 members 
Mstep: Class 11 contains 4208 members 
Mstep: Class 12 contains 82178 members 
Mstep: Class 13 contains 49683 members 
Mstep: Class 14 contains 29536 members 
Mstep: Class 16 contains 62070 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 12275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784948.000000 Penalty: 36390.246094
Iteration 93Q: 18 clusters Score -6.578495e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 14580 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 52308 members 
Mstep: Class 5 contains 62536 members 
Mstep: Class 6 contains 36033 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 38101 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 82266 members 
Mstep: Class 13 contains 49788 members 
Mstep: Class 14 contains 31289 members 
Mstep: Class 16 contains 60858 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 12261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785460.000000 Penalty: 36390.246094
Iteration 94Q: 18 clusters Score -6.578546e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 14578 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 4 contains 52143 members 
Mstep: Class 5 contains 62315 members 
Mstep: Class 6 contains 35858 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 37724 members 
Mstep: Class 11 contains 4469 members 
Mstep: Class 12 contains 82337 members 
Mstep: Class 13 contains 49896 members 
Mstep: Class 14 contains 33087 members 
Mstep: Class 16 contains 59605 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 12230 members 
Entering Unmasked Estep 
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Iteration 95Q: 18 clusters Score -6.57855e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 14571 members 
Mstep: Class 3 contains 2957 members 
Mstep: Class 4 contains 52024 members 
Mstep: Class 5 contains 62064 members 
Mstep: Class 6 contains 35717 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 37350 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 82448 members 
Mstep: Class 13 contains 50025 members 
Mstep: Class 14 contains 34743 members 
Mstep: Class 16 contains 58375 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 12210 members 
Entering Unmasked Estep 
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Iteration 96Q: 18 clusters Score -6.578594e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 14564 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 51896 members 
Mstep: Class 5 contains 61861 members 
Mstep: Class 6 contains 35562 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 4530 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 37003 members 
Mstep: Class 11 contains 4677 members 
Mstep: Class 12 contains 82507 members 
Mstep: Class 13 contains 50110 members 
Mstep: Class 14 contains 36286 members 
Mstep: Class 16 contains 57400 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 12195 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -6.578636e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 14567 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 51748 members 
Mstep: Class 5 contains 61655 members 
Mstep: Class 6 contains 35449 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 36649 members 
Mstep: Class 11 contains 4751 members 
Mstep: Class 12 contains 82572 members 
Mstep: Class 13 contains 50160 members 
Mstep: Class 14 contains 37721 members 
Mstep: Class 16 contains 56540 members 
Mstep: Class 18 contains 1932 members 
Mstep: Class 19 contains 12193 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -6.578658e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 14569 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 51572 members 
Mstep: Class 5 contains 61489 members 
Mstep: Class 6 contains 35349 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 4722 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 36309 members 
Mstep: Class 11 contains 4829 members 
Mstep: Class 12 contains 82564 members 
Mstep: Class 13 contains 50186 members 
Mstep: Class 14 contains 38974 members 
Mstep: Class 16 contains 55854 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 12184 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -6.578652e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 14572 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 51376 members 
Mstep: Class 5 contains 61324 members 
Mstep: Class 6 contains 35277 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 36002 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 82546 members 
Mstep: Class 13 contains 50142 members 
Mstep: Class 14 contains 40064 members 
Mstep: Class 16 contains 55387 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 12173 members 
Entering Unmasked Estep 
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Iteration 100F: 18 clusters Score -6.578724e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 14574 members 
Mstep: Class 3 contains 2957 members 
Mstep: Class 4 contains 51152 members 
Mstep: Class 5 contains 61023 members 
Mstep: Class 6 contains 35271 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 35666 members 
Mstep: Class 11 contains 4975 members 
Mstep: Class 12 contains 82561 members 
Mstep: Class 13 contains 50088 members 
Mstep: Class 14 contains 41600 members 
Mstep: Class 16 contains 54422 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 12171 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -6.578785e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 14570 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 50972 members 
Mstep: Class 5 contains 60784 members 
Mstep: Class 6 contains 35238 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 5316 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 35352 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 82553 members 
Mstep: Class 13 contains 50017 members 
Mstep: Class 14 contains 43068 members 
Mstep: Class 16 contains 53448 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 12161 members 
Entering Unmasked Estep 
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Iteration 102Q: 18 clusters Score -6.578813e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 14567 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 50791 members 
Mstep: Class 5 contains 60544 members 
Mstep: Class 6 contains 35244 members 
Mstep: Class 7 contains 153 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 35061 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 82576 members 
Mstep: Class 13 contains 49948 members 
Mstep: Class 14 contains 44422 members 
Mstep: Class 16 contains 52544 members 
Mstep: Class 18 contains 1843 members 
Mstep: Class 19 contains 12147 members 
Entering Unmasked Estep 
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Iteration 103Q: 18 clusters Score -6.57884e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 14575 members 
Mstep: Class 3 contains 2957 members 
Mstep: Class 4 contains 50629 members 
Mstep: Class 5 contains 60356 members 
Mstep: Class 6 contains 35221 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 5756 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 34813 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 82616 members 
Mstep: Class 13 contains 49891 members 
Mstep: Class 14 contains 45708 members 
Mstep: Class 16 contains 51653 members 
Mstep: Class 18 contains 1825 members 
Mstep: Class 19 contains 12126 members 
Entering Unmasked Estep 
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Iteration 104Q: 18 clusters Score -6.578862e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 14575 members 
Mstep: Class 3 contains 2956 members 
Mstep: Class 4 contains 50483 members 
Mstep: Class 5 contains 60190 members 
Mstep: Class 6 contains 35221 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 34594 members 
Mstep: Class 11 contains 5282 members 
Mstep: Class 12 contains 82628 members 
Mstep: Class 13 contains 49812 members 
Mstep: Class 14 contains 46956 members 
Mstep: Class 16 contains 50766 members 
Mstep: Class 18 contains 1811 members 
Mstep: Class 19 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788900.000000 Penalty: 36390.246094
Iteration 105Q: 18 clusters Score -6.57889e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 14572 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 50374 members 
Mstep: Class 5 contains 60037 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 34373 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 82620 members 
Mstep: Class 13 contains 49720 members 
Mstep: Class 14 contains 48110 members 
Mstep: Class 16 contains 49950 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 19 contains 12123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789192.000000 Penalty: 36390.246094
Iteration 106Q: 18 clusters Score -6.578919e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 14574 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 50274 members 
Mstep: Class 5 contains 59954 members 
Mstep: Class 6 contains 35165 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 6268 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 34204 members 
Mstep: Class 11 contains 5378 members 
Mstep: Class 12 contains 82572 members 
Mstep: Class 13 contains 49632 members 
Mstep: Class 14 contains 49238 members 
Mstep: Class 16 contains 49150 members 
Mstep: Class 18 contains 1786 members 
Mstep: Class 19 contains 12124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789720.000000 Penalty: 36390.246094
Iteration 107Q: 18 clusters Score -6.578972e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 14581 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 50221 members 
Mstep: Class 5 contains 59857 members 
Mstep: Class 6 contains 35159 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 6439 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 34055 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 82546 members 
Mstep: Class 13 contains 49511 members 
Mstep: Class 14 contains 50273 members 
Mstep: Class 16 contains 48393 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 12136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789860.000000 Penalty: 36390.246094
Iteration 108Q: 18 clusters Score -6.578986e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 14581 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 50139 members 
Mstep: Class 5 contains 59775 members 
Mstep: Class 6 contains 35150 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 6587 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 33935 members 
Mstep: Class 11 contains 5450 members 
Mstep: Class 12 contains 82548 members 
Mstep: Class 13 contains 49343 members 
Mstep: Class 14 contains 51254 members 
Mstep: Class 16 contains 47718 members 
Mstep: Class 18 contains 1767 members 
Mstep: Class 19 contains 12147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790104.000000 Penalty: 36390.246094
Iteration 109Q: 18 clusters Score -6.57901e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 14588 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 50067 members 
Mstep: Class 5 contains 59723 members 
Mstep: Class 6 contains 35152 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 33839 members 
Mstep: Class 11 contains 5471 members 
Mstep: Class 12 contains 82528 members 
Mstep: Class 13 contains 49167 members 
Mstep: Class 14 contains 52184 members 
Mstep: Class 16 contains 47077 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 12162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790228.000000 Penalty: 36390.246094
Iteration 110Q: 18 clusters Score -6.579023e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 14594 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 50012 members 
Mstep: Class 5 contains 59664 members 
Mstep: Class 6 contains 35182 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 6866 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 33762 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 82499 members 
Mstep: Class 13 contains 48970 members 
Mstep: Class 14 contains 53047 members 
Mstep: Class 16 contains 46500 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790644.000000 Penalty: 36390.246094
Iteration 111Q: 18 clusters Score -6.579064e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 14596 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 49928 members 
Mstep: Class 5 contains 59643 members 
Mstep: Class 6 contains 35183 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 6965 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 33680 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 82456 members 
Mstep: Class 13 contains 48766 members 
Mstep: Class 14 contains 53859 members 
Mstep: Class 16 contains 46002 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 12196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790964.000000 Penalty: 36390.246094
Iteration 112Q: 18 clusters Score -6.579096e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71603 members 
Mstep: Class 2 contains 14605 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 49844 members 
Mstep: Class 5 contains 59626 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7045 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 82432 members 
Mstep: Class 13 contains 48523 members 
Mstep: Class 14 contains 54645 members 
Mstep: Class 16 contains 45553 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 12204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65791388.000000 Penalty: 36390.246094
Iteration 113Q: 18 clusters Score -6.579139e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 14610 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 49788 members 
Mstep: Class 5 contains 59602 members 
Mstep: Class 6 contains 35242 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 33527 members 
Mstep: Class 11 contains 5671 members 
Mstep: Class 12 contains 82407 members 
Mstep: Class 13 contains 48243 members 
Mstep: Class 14 contains 55480 members 
Mstep: Class 16 contains 45096 members 
Mstep: Class 18 contains 1740 members 
Mstep: Class 19 contains 12213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65791660.000000 Penalty: 36390.246094
Iteration 114Q: 18 clusters Score -6.579166e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 14611 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 49722 members 
Mstep: Class 5 contains 59571 members 
Mstep: Class 6 contains 35269 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7207 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 33445 members 
Mstep: Class 11 contains 5718 members 
Mstep: Class 12 contains 82394 members 
Mstep: Class 13 contains 47916 members 
Mstep: Class 14 contains 56251 members 
Mstep: Class 16 contains 44774 members 
Mstep: Class 18 contains 1730 members 
Mstep: Class 19 contains 12232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65792028.000000 Penalty: 36390.246094
Iteration 115Q: 18 clusters Score -6.579203e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 14632 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 4 contains 49663 members 
Mstep: Class 5 contains 59546 members 
Mstep: Class 6 contains 35304 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 33373 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 82375 members 
Mstep: Class 13 contains 47519 members 
Mstep: Class 14 contains 57053 members 
Mstep: Class 16 contains 44448 members 
Mstep: Class 18 contains 1716 members 
Mstep: Class 19 contains 12262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65792436.000000 Penalty: 36390.246094
Iteration 116Q: 18 clusters Score -6.579244e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 14654 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 49611 members 
Mstep: Class 5 contains 59516 members 
Mstep: Class 6 contains 35343 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 33273 members 
Mstep: Class 11 contains 5807 members 
Mstep: Class 12 contains 82374 members 
Mstep: Class 13 contains 47063 members 
Mstep: Class 14 contains 57837 members 
Mstep: Class 16 contains 44230 members 
Mstep: Class 18 contains 1703 members 
Mstep: Class 19 contains 12291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65792880.000000 Penalty: 36390.246094
Iteration 117Q: 18 clusters Score -6.579288e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 14664 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 49540 members 
Mstep: Class 5 contains 59511 members 
Mstep: Class 6 contains 35330 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 33180 members 
Mstep: Class 11 contains 5852 members 
Mstep: Class 12 contains 82354 members 
Mstep: Class 13 contains 46535 members 
Mstep: Class 14 contains 58676 members 
Mstep: Class 16 contains 44059 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 19 contains 12322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65793380.000000 Penalty: 36390.246094
Iteration 118Q: 18 clusters Score -6.579338e+07 nChanged 2662
Entering ConstructFrom: 
Score: -65793380.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (71084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Entering Unmasked Estep 
Score: -8912247.000000 Penalty: 1815.387817
	Iteration 0F: 2 clusters Score -8912247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -8865397.000000 Penalty: 3630.775635
	Iteration 0F: 3 clusters Score -8865397 nChanged 33514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -8884189.000000 Penalty: 3630.775635
	Iteration 1F: 3 clusters Score -8884189 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -8884589.000000 Penalty: 3630.775635
	Iteration 2Q: 3 clusters Score -8884589 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -8885007.000000 Penalty: 3630.775635
	Iteration 3Q: 3 clusters Score -8885007 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -8885452.000000 Penalty: 3630.775635
	Iteration 4Q: 3 clusters Score -8885452 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -8885940.000000 Penalty: 3630.775635
	Iteration 5Q: 3 clusters Score -8885940 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -8886548.000000 Penalty: 3630.775635
	Iteration 6Q: 3 clusters Score -8886548 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -8887501.000000 Penalty: 3630.775635
	Iteration 7Q: 3 clusters Score -8887501 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -8888833.000000 Penalty: 3630.775635
	Iteration 8Q: 3 clusters Score -8888833 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -8891160.000000 Penalty: 3630.775635
	Iteration 9F: 3 clusters Score -8891160 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -8894670.000000 Penalty: 3630.775635
	Iteration 10F: 3 clusters Score -8894670 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -8898902.000000 Penalty: 3630.775635
	Iteration 11F: 3 clusters Score -8898902 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -8902518.000000 Penalty: 3630.775635
	Iteration 12F: 3 clusters Score -8902518 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -8904937.000000 Penalty: 3630.775635
	Iteration 13Q: 3 clusters Score -8904937 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -8906455.000000 Penalty: 3630.775635
	Iteration 14Q: 3 clusters Score -8906455 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -8907470.000000 Penalty: 3630.775635
	Iteration 15Q: 3 clusters Score -8907470 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -8908281.000000 Penalty: 3630.775635
	Iteration 16Q: 3 clusters Score -8908281 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -8908920.000000 Penalty: 3630.775635
	Iteration 17Q: 3 clusters Score -8908920 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -8909355.000000 Penalty: 3630.775635
	Iteration 18Q: 3 clusters Score -8909355 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -8909747.000000 Penalty: 3630.775635
	Iteration 19Q: 3 clusters Score -8909747 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -8910022.000000 Penalty: 3630.775635
	Iteration 20F: 3 clusters Score -8910022 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -8910258.000000 Penalty: 3630.775635
	Iteration 21Q: 3 clusters Score -8910258 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -8910405.000000 Penalty: 3630.775635
	Iteration 22Q: 3 clusters Score -8910405 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -8910501.000000 Penalty: 3630.775635
	Iteration 23Q: 3 clusters Score -8910501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -8910578.000000 Penalty: 3630.775635
	Iteration 24Q: 3 clusters Score -8910578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -8910592.000000 Penalty: 3630.775635
	Iteration 25Q: 3 clusters Score -8910592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -8910626.000000 Penalty: 3630.775635
	Iteration 26Q: 3 clusters Score -8910626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -8910664.000000 Penalty: 3630.775635
	Iteration 27Q: 3 clusters Score -8910664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -8910673.000000 Penalty: 3630.775635
	Iteration 28Q: 3 clusters Score -8910673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
Score: -8910708.000000 Penalty: 3630.775635
	Iteration 29Q: 3 clusters Score -8910708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -8910732.000000 Penalty: 3630.775635
	Iteration 30Q: 3 clusters Score -8910732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -8910743.000000 Penalty: 3630.775635
	Iteration 31Q: 3 clusters Score -8910743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -8910756.000000 Penalty: 3630.775635
	Iteration 32Q: 3 clusters Score -8910756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -8910756.000000 Penalty: 3630.775635
	Iteration 33Q: 3 clusters Score -8910756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -8910759.000000 Penalty: 3630.775635
	Iteration 34Q: 3 clusters Score -8910759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -8910763.000000 Penalty: 3630.775635
	Iteration 35Q: 3 clusters Score -8910763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -8910766.000000 Penalty: 3630.775635
	Iteration 36Q: 3 clusters Score -8910766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -8910762.000000 Penalty: 3630.775635
	Iteration 37Q: 3 clusters Score -8910762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -8910752.000000 Penalty: 3630.775635
	Iteration 38Q: 3 clusters Score -8910752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -8910759.000000 Penalty: 3630.775635
	Iteration 39Q: 3 clusters Score -8910759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -8910758.000000 Penalty: 3630.775635
	Iteration 40F: 3 clusters Score -8910758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -8910759.000000 Penalty: 3630.775635
	Iteration 41Q: 3 clusters Score -8910759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 70414 members 
Entering Unmasked Estep 
Score: -8910766.000000 Penalty: 3630.775635
	Iteration 42Q: 3 clusters Score -8910766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -8910759.000000 Penalty: 3630.775635
	Iteration 43Q: 3 clusters Score -8910759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -8910765.000000 Penalty: 3630.775635
	Iteration 44Q: 3 clusters Score -8910765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -8910765.000000 Penalty: 3630.775635
	Iteration 45F: 3 clusters Score -8910765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Entering Unmasked Estep 
Score: -1807376.875000 Penalty: 1558.942383
	Iteration 0F: 2 clusters Score -1807377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1797415.000000 Penalty: 3117.884766
	Iteration 0F: 3 clusters Score -1797415 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1800727.875000 Penalty: 3117.884766
	Iteration 1F: 3 clusters Score -1800728 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1800924.625000 Penalty: 3117.884766
	Iteration 2Q: 3 clusters Score -1800925 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1801060.625000 Penalty: 3117.884766
	Iteration 3Q: 3 clusters Score -1801061 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1801183.000000 Penalty: 3117.884766
	Iteration 4Q: 3 clusters Score -1801183 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1801313.625000 Penalty: 3117.884766
	Iteration 5Q: 3 clusters Score -1801314 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1801505.750000 Penalty: 3117.884766
	Iteration 6Q: 3 clusters Score -1801506 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1801754.500000 Penalty: 3117.884766
	Iteration 7Q: 3 clusters Score -1801754 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1802107.625000 Penalty: 3117.884766
	Iteration 8Q: 3 clusters Score -1802108 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1802661.375000 Penalty: 3117.884766
	Iteration 9F: 3 clusters Score -1802661 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1803392.000000 Penalty: 3117.884766
	Iteration 10F: 3 clusters Score -1803392 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1804355.750000 Penalty: 3117.884766
	Iteration 11F: 3 clusters Score -1804356 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1805365.500000 Penalty: 3117.884766
	Iteration 12F: 3 clusters Score -1805366 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1806032.625000 Penalty: 3117.884766
	Iteration 13Q: 3 clusters Score -1806033 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1806352.625000 Penalty: 3117.884766
	Iteration 14Q: 3 clusters Score -1806353 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1806457.000000 Penalty: 3117.884766
	Iteration 15Q: 3 clusters Score -1806457 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1806495.250000 Penalty: 3117.884766
	Iteration 16Q: 3 clusters Score -1806495 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1806525.625000 Penalty: 3117.884766
	Iteration 17Q: 3 clusters Score -1806526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1806538.500000 Penalty: 3117.884766
	Iteration 18Q: 3 clusters Score -1806538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1806545.750000 Penalty: 3117.884766
	Iteration 19Q: 3 clusters Score -1806546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1806549.125000 Penalty: 3117.884766
	Iteration 20F: 3 clusters Score -1806549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1806550.000000 Penalty: 3117.884766
	Iteration 21Q: 3 clusters Score -1806550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1806549.250000 Penalty: 3117.884766
	Iteration 22Q: 3 clusters Score -1806549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1806554.375000 Penalty: 3117.884766
	Iteration 23Q: 3 clusters Score -1806554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1806554.625000 Penalty: 3117.884766
	Iteration 24Q: 3 clusters Score -1806555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1806559.375000 Penalty: 3117.884766
	Iteration 25Q: 3 clusters Score -1806559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1806558.625000 Penalty: 3117.884766
	Iteration 26Q: 3 clusters Score -1806559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1806563.000000 Penalty: 3117.884766
	Iteration 27Q: 3 clusters Score -1806563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1806563.625000 Penalty: 3117.884766
	Iteration 28Q: 3 clusters Score -1806564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1806565.875000 Penalty: 3117.884766
	Iteration 29Q: 3 clusters Score -1806566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1806565.000000 Penalty: 3117.884766
	Iteration 30Q: 3 clusters Score -1806565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1806566.125000 Penalty: 3117.884766
	Iteration 31Q: 3 clusters Score -1806566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1806566.875000 Penalty: 3117.884766
	Iteration 32Q: 3 clusters Score -1806567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1806566.250000 Penalty: 3117.884766
	Iteration 33Q: 3 clusters Score -1806566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1806564.500000 Penalty: 3117.884766
	Iteration 34Q: 3 clusters Score -1806564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1806564.750000 Penalty: 3117.884766
	Iteration 35Q: 3 clusters Score -1806565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1806565.125000 Penalty: 3117.884766
	Iteration 36Q: 3 clusters Score -1806565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1806565.250000 Penalty: 3117.884766
	Iteration 37Q: 3 clusters Score -1806565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1806565.250000 Penalty: 3117.884766
	Iteration 38F: 3 clusters Score -1806565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -351235.281250 Penalty: 1299.072998
	Iteration 0F: 2 clusters Score -351235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -348536.062500 Penalty: 2598.145996
	Iteration 0F: 3 clusters Score -348536.1 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -349198.062500 Penalty: 2598.145996
	Iteration 1F: 3 clusters Score -349198.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -349347.437500 Penalty: 2598.145996
	Iteration 2F: 3 clusters Score -349347.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -349441.250000 Penalty: 2598.145996
	Iteration 3Q: 3 clusters Score -349441.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -349498.843750 Penalty: 2598.145996
	Iteration 4Q: 3 clusters Score -349498.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -349553.625000 Penalty: 2598.145996
	Iteration 5Q: 3 clusters Score -349553.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -349620.156250 Penalty: 2598.145996
	Iteration 6Q: 3 clusters Score -349620.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -349676.968750 Penalty: 2598.145996
	Iteration 7Q: 3 clusters Score -349677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -349734.468750 Penalty: 2598.145996
	Iteration 8Q: 3 clusters Score -349734.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -349786.500000 Penalty: 2598.145996
	Iteration 9Q: 3 clusters Score -349786.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -349831.937500 Penalty: 2598.145996
	Iteration 10Q: 3 clusters Score -349831.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -349878.187500 Penalty: 2598.145996
	Iteration 11Q: 3 clusters Score -349878.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -349929.250000 Penalty: 2598.145996
	Iteration 12Q: 3 clusters Score -349929.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -349971.062500 Penalty: 2598.145996
	Iteration 13Q: 3 clusters Score -349971.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -350006.781250 Penalty: 2598.145996
	Iteration 14Q: 3 clusters Score -350006.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -350044.125000 Penalty: 2598.145996
	Iteration 15Q: 3 clusters Score -350044.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -350074.406250 Penalty: 2598.145996
	Iteration 16Q: 3 clusters Score -350074.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -350097.781250 Penalty: 2598.145996
	Iteration 17Q: 3 clusters Score -350097.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -350115.531250 Penalty: 2598.145996
	Iteration 18Q: 3 clusters Score -350115.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -350129.093750 Penalty: 2598.145996
	Iteration 19Q: 3 clusters Score -350129.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -350143.937500 Penalty: 2598.145996
	Iteration 20F: 3 clusters Score -350143.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -350156.875000 Penalty: 2598.145996
	Iteration 21Q: 3 clusters Score -350156.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -350171.437500 Penalty: 2598.145996
	Iteration 22Q: 3 clusters Score -350171.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -350188.687500 Penalty: 2598.145996
	Iteration 23Q: 3 clusters Score -350188.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -350204.281250 Penalty: 2598.145996
	Iteration 24Q: 3 clusters Score -350204.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -350219.937500 Penalty: 2598.145996
	Iteration 25Q: 3 clusters Score -350219.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -350227.093750 Penalty: 2598.145996
	Iteration 26Q: 3 clusters Score -350227.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -350234.156250 Penalty: 2598.145996
	Iteration 27Q: 3 clusters Score -350234.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -350243.375000 Penalty: 2598.145996
	Iteration 28Q: 3 clusters Score -350243.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -350257.000000 Penalty: 2598.145996
	Iteration 29Q: 3 clusters Score -350257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -350268.250000 Penalty: 2598.145996
	Iteration 30Q: 3 clusters Score -350268.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -350277.156250 Penalty: 2598.145996
	Iteration 31Q: 3 clusters Score -350277.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -350285.156250 Penalty: 2598.145996
	Iteration 32Q: 3 clusters Score -350285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -350290.437500 Penalty: 2598.145996
	Iteration 33Q: 3 clusters Score -350290.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -350297.812500 Penalty: 2598.145996
	Iteration 34Q: 3 clusters Score -350297.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -350309.562500 Penalty: 2598.145996
	Iteration 35Q: 3 clusters Score -350309.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -350319.656250 Penalty: 2598.145996
	Iteration 36Q: 3 clusters Score -350319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -350325.875000 Penalty: 2598.145996
	Iteration 37Q: 3 clusters Score -350325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -350333.218750 Penalty: 2598.145996
	Iteration 38Q: 3 clusters Score -350333.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -350344.718750 Penalty: 2598.145996
	Iteration 39Q: 3 clusters Score -350344.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -350363.000000 Penalty: 2598.145996
	Iteration 40F: 3 clusters Score -350363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -350375.625000 Penalty: 2598.145996
	Iteration 41Q: 3 clusters Score -350375.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -350390.406250 Penalty: 2598.145996
	Iteration 42Q: 3 clusters Score -350390.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -350406.718750 Penalty: 2598.145996
	Iteration 43Q: 3 clusters Score -350406.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -350418.125000 Penalty: 2598.145996
	Iteration 44Q: 3 clusters Score -350418.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -350426.125000 Penalty: 2598.145996
	Iteration 45Q: 3 clusters Score -350426.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -350431.000000 Penalty: 2598.145996
	Iteration 46Q: 3 clusters Score -350431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -350435.593750 Penalty: 2598.145996
	Iteration 47Q: 3 clusters Score -350435.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -350441.718750 Penalty: 2598.145996
	Iteration 48Q: 3 clusters Score -350441.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -350451.562500 Penalty: 2598.145996
	Iteration 49Q: 3 clusters Score -350451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -350455.750000 Penalty: 2598.145996
	Iteration 50Q: 3 clusters Score -350455.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -350464.437500 Penalty: 2598.145996
	Iteration 51Q: 3 clusters Score -350464.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -350470.468750 Penalty: 2598.145996
	Iteration 52Q: 3 clusters Score -350470.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -350475.437500 Penalty: 2598.145996
	Iteration 53Q: 3 clusters Score -350475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -350477.437500 Penalty: 2598.145996
	Iteration 54Q: 3 clusters Score -350477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -350479.656250 Penalty: 2598.145996
	Iteration 55Q: 3 clusters Score -350479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -350480.875000 Penalty: 2598.145996
	Iteration 56Q: 3 clusters Score -350480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -350481.156250 Penalty: 2598.145996
	Iteration 57Q: 3 clusters Score -350481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -350481.156250 Penalty: 2598.145996
	Iteration 58F: 3 clusters Score -350481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Entering Unmasked Estep 
Score: -6271948.000000 Penalty: 1756.597168
	Iteration 0F: 2 clusters Score -6271948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -6239083.000000 Penalty: 3513.194336
	Iteration 0F: 3 clusters Score -6239083 nChanged 23071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -6252232.000000 Penalty: 3513.194336
	Iteration 1F: 3 clusters Score -6252232 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -6252779.000000 Penalty: 3513.194336
	Iteration 2Q: 3 clusters Score -6252779 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -6253310.000000 Penalty: 3513.194336
	Iteration 3Q: 3 clusters Score -6253310 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -6253962.000000 Penalty: 3513.194336
	Iteration 4Q: 3 clusters Score -6253962 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -6254655.500000 Penalty: 3513.194336
	Iteration 5Q: 3 clusters Score -6254656 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6255598.000000 Penalty: 3513.194336
	Iteration 6Q: 3 clusters Score -6255598 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -6257047.500000 Penalty: 3513.194336
	Iteration 7F: 3 clusters Score -6257048 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -6259053.000000 Penalty: 3513.194336
	Iteration 8F: 3 clusters Score -6259053 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -6261515.000000 Penalty: 3513.194336
	Iteration 9F: 3 clusters Score -6261515 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -6263866.000000 Penalty: 3513.194336
	Iteration 10F: 3 clusters Score -6263866 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -6265663.000000 Penalty: 3513.194336
	Iteration 11Q: 3 clusters Score -6265663 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -6266816.000000 Penalty: 3513.194336
	Iteration 12Q: 3 clusters Score -6266816 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6267528.500000 Penalty: 3513.194336
	Iteration 13Q: 3 clusters Score -6267528 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6267952.500000 Penalty: 3513.194336
	Iteration 14Q: 3 clusters Score -6267952 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -6268263.000000 Penalty: 3513.194336
	Iteration 15Q: 3 clusters Score -6268263 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -6268506.500000 Penalty: 3513.194336
	Iteration 16Q: 3 clusters Score -6268506 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -6268782.500000 Penalty: 3513.194336
	Iteration 17Q: 3 clusters Score -6268782 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -6269011.000000 Penalty: 3513.194336
	Iteration 18Q: 3 clusters Score -6269011 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -6269214.500000 Penalty: 3513.194336
	Iteration 19Q: 3 clusters Score -6269214 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -6269364.500000 Penalty: 3513.194336
	Iteration 20F: 3 clusters Score -6269364 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -6269492.000000 Penalty: 3513.194336
	Iteration 21Q: 3 clusters Score -6269492 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -6269611.000000 Penalty: 3513.194336
	Iteration 22Q: 3 clusters Score -6269611 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6269692.500000 Penalty: 3513.194336
	Iteration 23Q: 3 clusters Score -6269692 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -6269749.000000 Penalty: 3513.194336
	Iteration 24Q: 3 clusters Score -6269749 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -6269823.500000 Penalty: 3513.194336
	Iteration 25Q: 3 clusters Score -6269824 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -6269877.000000 Penalty: 3513.194336
	Iteration 26Q: 3 clusters Score -6269877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -6269929.500000 Penalty: 3513.194336
	Iteration 27Q: 3 clusters Score -6269930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -6269974.500000 Penalty: 3513.194336
	Iteration 28Q: 3 clusters Score -6269974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -6270007.000000 Penalty: 3513.194336
	Iteration 29Q: 3 clusters Score -6270007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -6270047.500000 Penalty: 3513.194336
	Iteration 30Q: 3 clusters Score -6270048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -6270088.500000 Penalty: 3513.194336
	Iteration 31Q: 3 clusters Score -6270088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -6270123.000000 Penalty: 3513.194336
	Iteration 32Q: 3 clusters Score -6270123 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -6270151.000000 Penalty: 3513.194336
	Iteration 33Q: 3 clusters Score -6270151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -6270165.000000 Penalty: 3513.194336
	Iteration 34Q: 3 clusters Score -6270165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -6270192.000000 Penalty: 3513.194336
	Iteration 35Q: 3 clusters Score -6270192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -6270212.000000 Penalty: 3513.194336
	Iteration 36Q: 3 clusters Score -6270212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -6270223.000000 Penalty: 3513.194336
	Iteration 37Q: 3 clusters Score -6270223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -6270241.500000 Penalty: 3513.194336
	Iteration 38Q: 3 clusters Score -6270242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -6270244.000000 Penalty: 3513.194336
	Iteration 39Q: 3 clusters Score -6270244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -6270260.500000 Penalty: 3513.194336
	Iteration 40F: 3 clusters Score -6270260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -6270264.000000 Penalty: 3513.194336
	Iteration 41Q: 3 clusters Score -6270264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -6270281.500000 Penalty: 3513.194336
	Iteration 42Q: 3 clusters Score -6270282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -6270284.500000 Penalty: 3513.194336
	Iteration 43Q: 3 clusters Score -6270284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -6270291.500000 Penalty: 3513.194336
	Iteration 44Q: 3 clusters Score -6270292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -6270294.500000 Penalty: 3513.194336
	Iteration 45Q: 3 clusters Score -6270294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -6270308.500000 Penalty: 3513.194336
	Iteration 46Q: 3 clusters Score -6270308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -6270300.000000 Penalty: 3513.194336
	Iteration 47Q: 3 clusters Score -6270300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -6270309.500000 Penalty: 3513.194336
	Iteration 48Q: 3 clusters Score -6270310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -6270321.500000 Penalty: 3513.194336
	Iteration 49Q: 3 clusters Score -6270322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -6270318.500000 Penalty: 3513.194336
	Iteration 50Q: 3 clusters Score -6270318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -6270326.500000 Penalty: 3513.194336
	Iteration 51Q: 3 clusters Score -6270326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -6270336.500000 Penalty: 3513.194336
	Iteration 52Q: 3 clusters Score -6270336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -6270345.500000 Penalty: 3513.194336
	Iteration 53Q: 3 clusters Score -6270346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -6270344.500000 Penalty: 3513.194336
	Iteration 54Q: 3 clusters Score -6270344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -6270356.000000 Penalty: 3513.194336
	Iteration 55Q: 3 clusters Score -6270356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -6270354.500000 Penalty: 3513.194336
	Iteration 56Q: 3 clusters Score -6270354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -6270353.500000 Penalty: 3513.194336
	Iteration 57Q: 3 clusters Score -6270354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -6270349.500000 Penalty: 3513.194336
	Iteration 58Q: 3 clusters Score -6270350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -6270353.000000 Penalty: 3513.194336
	Iteration 59Q: 3 clusters Score -6270353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -6270358.000000 Penalty: 3513.194336
	Iteration 60F: 3 clusters Score -6270358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -6270363.500000 Penalty: 3513.194336
	Iteration 61Q: 3 clusters Score -6270364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -6270357.000000 Penalty: 3513.194336
	Iteration 62Q: 3 clusters Score -6270357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -6270362.000000 Penalty: 3513.194336
	Iteration 63Q: 3 clusters Score -6270362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -6270363.500000 Penalty: 3513.194336
	Iteration 64Q: 3 clusters Score -6270364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -6270365.000000 Penalty: 3513.194336
	Iteration 65Q: 3 clusters Score -6270365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -6270367.000000 Penalty: 3513.194336
	Iteration 66Q: 3 clusters Score -6270367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -6270366.500000 Penalty: 3513.194336
	Iteration 67Q: 3 clusters Score -6270366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -6270370.500000 Penalty: 3513.194336
	Iteration 68Q: 3 clusters Score -6270370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -6270371.000000 Penalty: 3513.194336
	Iteration 69Q: 3 clusters Score -6270371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -6270370.000000 Penalty: 3513.194336
	Iteration 70Q: 3 clusters Score -6270370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -6270366.500000 Penalty: 3513.194336
	Iteration 71Q: 3 clusters Score -6270366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -6270368.500000 Penalty: 3513.194336
	Iteration 72Q: 3 clusters Score -6270368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -6270374.500000 Penalty: 3513.194336
	Iteration 73Q: 3 clusters Score -6270374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -6270371.500000 Penalty: 3513.194336
	Iteration 74Q: 3 clusters Score -6270372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -6270368.000000 Penalty: 3513.194336
	Iteration 75Q: 3 clusters Score -6270368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -6270366.500000 Penalty: 3513.194336
	Iteration 76Q: 3 clusters Score -6270366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -6270369.500000 Penalty: 3513.194336
	Iteration 77Q: 3 clusters Score -6270370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -6270372.500000 Penalty: 3513.194336
	Iteration 78Q: 3 clusters Score -6270372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -6270372.500000 Penalty: 3513.194336
	Iteration 79Q: 3 clusters Score -6270372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -6270372.500000 Penalty: 3513.194336
	Iteration 80F: 3 clusters Score -6270372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Entering Unmasked Estep 
Score: -7674699.500000 Penalty: 1786.494995
	Iteration 0F: 2 clusters Score -7674700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -7636337.000000 Penalty: 3572.989990
	Iteration 0F: 3 clusters Score -7636337 nChanged 28172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -7652546.500000 Penalty: 3572.989990
	Iteration 1F: 3 clusters Score -7652546 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -7653220.500000 Penalty: 3572.989990
	Iteration 2Q: 3 clusters Score -7653220 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -7654310.000000 Penalty: 3572.989990
	Iteration 3Q: 3 clusters Score -7654310 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -7656113.500000 Penalty: 3572.989990
	Iteration 4F: 3 clusters Score -7656114 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -7658905.000000 Penalty: 3572.989990
	Iteration 5F: 3 clusters Score -7658905 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -7662964.500000 Penalty: 3572.989990
	Iteration 6F: 3 clusters Score -7662964 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -7667312.000000 Penalty: 3572.989990
	Iteration 7F: 3 clusters Score -7667312 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -7670627.000000 Penalty: 3572.989990
	Iteration 8F: 3 clusters Score -7670627 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -7672260.000000 Penalty: 3572.989990
	Iteration 9Q: 3 clusters Score -7672260 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -7672780.500000 Penalty: 3572.989990
	Iteration 10Q: 3 clusters Score -7672780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -7672941.500000 Penalty: 3572.989990
	Iteration 11Q: 3 clusters Score -7672942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -7672990.000000 Penalty: 3572.989990
	Iteration 12Q: 3 clusters Score -7672990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -7673029.000000 Penalty: 3572.989990
	Iteration 13Q: 3 clusters Score -7673029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -7673064.000000 Penalty: 3572.989990
	Iteration 14Q: 3 clusters Score -7673064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -7673085.000000 Penalty: 3572.989990
	Iteration 15Q: 3 clusters Score -7673085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -7673099.000000 Penalty: 3572.989990
	Iteration 16Q: 3 clusters Score -7673099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -7673113.000000 Penalty: 3572.989990
	Iteration 17Q: 3 clusters Score -7673113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -7673120.500000 Penalty: 3572.989990
	Iteration 18Q: 3 clusters Score -7673120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -7673125.500000 Penalty: 3572.989990
	Iteration 19Q: 3 clusters Score -7673126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -7673129.000000 Penalty: 3572.989990
	Iteration 20F: 3 clusters Score -7673129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -7673129.500000 Penalty: 3572.989990
	Iteration 21Q: 3 clusters Score -7673130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -7673129.500000 Penalty: 3572.989990
	Iteration 22F: 3 clusters Score -7673130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Entering Unmasked Estep 
Score: -4548645.500000 Penalty: 1701.687256
	Iteration 0F: 2 clusters Score -4548646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4524776.000000 Penalty: 3403.374512
	Iteration 0F: 3 clusters Score -4524776 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4534237.500000 Penalty: 3403.374512
	Iteration 1F: 3 clusters Score -4534238 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4534718.500000 Penalty: 3403.374512
	Iteration 2Q: 3 clusters Score -4534718 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4535269.500000 Penalty: 3403.374512
	Iteration 3Q: 3 clusters Score -4535270 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4535962.500000 Penalty: 3403.374512
	Iteration 4Q: 3 clusters Score -4535962 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4537155.500000 Penalty: 3403.374512
	Iteration 5F: 3 clusters Score -4537156 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4539157.500000 Penalty: 3403.374512
	Iteration 6F: 3 clusters Score -4539158 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -4541803.000000 Penalty: 3403.374512
	Iteration 7F: 3 clusters Score -4541803 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4544327.500000 Penalty: 3403.374512
	Iteration 8F: 3 clusters Score -4544328 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4545827.500000 Penalty: 3403.374512
	Iteration 9Q: 3 clusters Score -4545828 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4546607.000000 Penalty: 3403.374512
	Iteration 10Q: 3 clusters Score -4546607 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4546926.000000 Penalty: 3403.374512
	Iteration 11Q: 3 clusters Score -4546926 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4547048.000000 Penalty: 3403.374512
	Iteration 12Q: 3 clusters Score -4547048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4547092.000000 Penalty: 3403.374512
	Iteration 13Q: 3 clusters Score -4547092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4547112.000000 Penalty: 3403.374512
	Iteration 14Q: 3 clusters Score -4547112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4547126.500000 Penalty: 3403.374512
	Iteration 15Q: 3 clusters Score -4547126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4547137.500000 Penalty: 3403.374512
	Iteration 16Q: 3 clusters Score -4547138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4547144.000000 Penalty: 3403.374512
	Iteration 17Q: 3 clusters Score -4547144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4547145.000000 Penalty: 3403.374512
	Iteration 18Q: 3 clusters Score -4547145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -4547149.000000 Penalty: 3403.374512
	Iteration 19Q: 3 clusters Score -4547149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -4547149.000000 Penalty: 3403.374512
	Iteration 20F: 3 clusters Score -4547149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -12618.943359 Penalty: 818.504761
	Iteration 0F: 2 clusters Score -12618.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12111.322266 Penalty: 1637.009521
	Iteration 0F: 3 clusters Score -12111.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -12252.790039 Penalty: 1637.009521
	Iteration 1F: 3 clusters Score -12252.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -12266.773438 Penalty: 1637.009521
	Iteration 2Q: 3 clusters Score -12266.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -12266.773438 Penalty: 1637.009521
	Iteration 3F: 3 clusters Score -12266.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Entering Unmasked Estep 
Score: -963966.312500 Penalty: 1448.779541
	Iteration 0F: 2 clusters Score -963966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -958429.000000 Penalty: 2897.559082
	Iteration 0F: 3 clusters Score -958429 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -960084.125000 Penalty: 2897.559082
	Iteration 1F: 3 clusters Score -960084.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -960311.562500 Penalty: 2897.559082
	Iteration 2F: 3 clusters Score -960311.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -960480.062500 Penalty: 2897.559082
	Iteration 3F: 3 clusters Score -960480.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -960601.562500 Penalty: 2897.559082
	Iteration 4Q: 3 clusters Score -960601.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -960735.562500 Penalty: 2897.559082
	Iteration 5Q: 3 clusters Score -960735.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -960869.937500 Penalty: 2897.559082
	Iteration 6Q: 3 clusters Score -960869.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -961008.937500 Penalty: 2897.559082
	Iteration 7Q: 3 clusters Score -961008.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -961156.125000 Penalty: 2897.559082
	Iteration 8Q: 3 clusters Score -961156.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -961323.187500 Penalty: 2897.559082
	Iteration 9Q: 3 clusters Score -961323.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -961485.250000 Penalty: 2897.559082
	Iteration 10Q: 3 clusters Score -961485.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -961676.625000 Penalty: 2897.559082
	Iteration 11Q: 3 clusters Score -961676.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -961878.062500 Penalty: 2897.559082
	Iteration 12Q: 3 clusters Score -961878.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -962049.875000 Penalty: 2897.559082
	Iteration 13Q: 3 clusters Score -962049.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -962213.562500 Penalty: 2897.559082
	Iteration 14Q: 3 clusters Score -962213.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -962338.562500 Penalty: 2897.559082
	Iteration 15Q: 3 clusters Score -962338.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -962422.000000 Penalty: 2897.559082
	Iteration 16Q: 3 clusters Score -962422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -962483.250000 Penalty: 2897.559082
	Iteration 17Q: 3 clusters Score -962483.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -962538.312500 Penalty: 2897.559082
	Iteration 18Q: 3 clusters Score -962538.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -962579.312500 Penalty: 2897.559082
	Iteration 19Q: 3 clusters Score -962579.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -962606.312500 Penalty: 2897.559082
	Iteration 20F: 3 clusters Score -962606.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -962624.812500 Penalty: 2897.559082
	Iteration 21Q: 3 clusters Score -962624.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -962645.187500 Penalty: 2897.559082
	Iteration 22Q: 3 clusters Score -962645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -962655.500000 Penalty: 2897.559082
	Iteration 23Q: 3 clusters Score -962655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -962665.750000 Penalty: 2897.559082
	Iteration 24Q: 3 clusters Score -962665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -962670.437500 Penalty: 2897.559082
	Iteration 25Q: 3 clusters Score -962670.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -962673.187500 Penalty: 2897.559082
	Iteration 26Q: 3 clusters Score -962673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -962676.875000 Penalty: 2897.559082
	Iteration 27Q: 3 clusters Score -962676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -962679.750000 Penalty: 2897.559082
	Iteration 28Q: 3 clusters Score -962679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -962679.750000 Penalty: 2897.559082
	Iteration 29F: 3 clusters Score -962679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -60116.761719 Penalty: 1022.680664
	Iteration 0F: 2 clusters Score -60116.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59046.800781 Penalty: 2045.361328
	Iteration 0F: 3 clusters Score -59046.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59305.921875 Penalty: 2045.361328
	Iteration 1F: 3 clusters Score -59305.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59399.527344 Penalty: 2045.361328
	Iteration 2F: 3 clusters Score -59399.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59460.582031 Penalty: 2045.361328
	Iteration 3F: 3 clusters Score -59460.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59567.562500 Penalty: 2045.361328
	Iteration 4F: 3 clusters Score -59567.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59670.023438 Penalty: 2045.361328
	Iteration 5F: 3 clusters Score -59670.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59808.968750 Penalty: 2045.361328
	Iteration 6F: 3 clusters Score -59808.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59948.933594 Penalty: 2045.361328
	Iteration 7Q: 3 clusters Score -59948.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60042.433594 Penalty: 2045.361328
	Iteration 8Q: 3 clusters Score -60042.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60069.964844 Penalty: 2045.361328
	Iteration 9Q: 3 clusters Score -60069.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60085.945312 Penalty: 2045.361328
	Iteration 10Q: 3 clusters Score -60085.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60094.437500 Penalty: 2045.361328
	Iteration 11Q: 3 clusters Score -60094.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60109.562500 Penalty: 2045.361328
	Iteration 12Q: 3 clusters Score -60109.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60128.785156 Penalty: 2045.361328
	Iteration 13Q: 3 clusters Score -60128.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -60163.070312 Penalty: 2045.361328
	Iteration 14Q: 3 clusters Score -60163.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60180.660156 Penalty: 2045.361328
	Iteration 15Q: 3 clusters Score -60180.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60190.859375 Penalty: 2045.361328
	Iteration 16Q: 3 clusters Score -60190.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60197.511719 Penalty: 2045.361328
	Iteration 17Q: 3 clusters Score -60197.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60211.464844 Penalty: 2045.361328
	Iteration 18F: 3 clusters Score -60211.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60241.078125 Penalty: 2045.361328
	Iteration 19Q: 3 clusters Score -60241.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60287.058594 Penalty: 2045.361328
	Iteration 20F: 3 clusters Score -60287.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60353.253906 Penalty: 2045.361328
	Iteration 21Q: 3 clusters Score -60353.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60426.195312 Penalty: 2045.361328
	Iteration 22Q: 3 clusters Score -60426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60452.117188 Penalty: 2045.361328
	Iteration 23Q: 3 clusters Score -60452.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60470.324219 Penalty: 2045.361328
	Iteration 24Q: 3 clusters Score -60470.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60472.171875 Penalty: 2045.361328
	Iteration 25Q: 3 clusters Score -60472.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60472.171875 Penalty: 2045.361328
	Iteration 26F: 3 clusters Score -60472.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 14669 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 49505 members 
Mstep: Class 5 contains 59505 members 
Mstep: Class 6 contains 35310 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 167 members 
Mstep: Class 10 contains 33087 members 
Mstep: Class 11 contains 5899 members 
Mstep: Class 12 contains 82307 members 
Mstep: Class 13 contains 45962 members 
Mstep: Class 14 contains 59413 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 44035 members 
Mstep: Class 18 contains 1693 members 
Mstep: Class 19 contains 12343 members 
Entering Unmasked Estep 
Score: -65793180.000000 Penalty: 38530.851562
Splitting cluster 9 changes total score from -65793380.000000 to -65793180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (33087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Entering Unmasked Estep 
Score: -4204277.000000 Penalty: 1691.120483
	Iteration 0F: 2 clusters Score -4204277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4182025.750000 Penalty: 3382.240967
	Iteration 0F: 3 clusters Score -4182026 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4190593.250000 Penalty: 3382.240967
	Iteration 1F: 3 clusters Score -4190593 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4191095.500000 Penalty: 3382.240967
	Iteration 2Q: 3 clusters Score -4191096 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4191653.750000 Penalty: 3382.240967
	Iteration 3Q: 3 clusters Score -4191654 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4192364.500000 Penalty: 3382.240967
	Iteration 4Q: 3 clusters Score -4192364 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -4193394.000000 Penalty: 3382.240967
	Iteration 5F: 3 clusters Score -4193394 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -4194748.000000 Penalty: 3382.240967
	Iteration 6F: 3 clusters Score -4194748 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -4196536.500000 Penalty: 3382.240967
	Iteration 7F: 3 clusters Score -4196536 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4198511.000000 Penalty: 3382.240967
	Iteration 8F: 3 clusters Score -4198511 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4200259.000000 Penalty: 3382.240967
	Iteration 9F: 3 clusters Score -4200259 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4201454.500000 Penalty: 3382.240967
	Iteration 10Q: 3 clusters Score -4201454 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4202095.000000 Penalty: 3382.240967
	Iteration 11Q: 3 clusters Score -4202095 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4202446.500000 Penalty: 3382.240967
	Iteration 12Q: 3 clusters Score -4202446 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4202575.000000 Penalty: 3382.240967
	Iteration 13Q: 3 clusters Score -4202575 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4202643.000000 Penalty: 3382.240967
	Iteration 14Q: 3 clusters Score -4202643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4202692.000000 Penalty: 3382.240967
	Iteration 15Q: 3 clusters Score -4202692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4202725.000000 Penalty: 3382.240967
	Iteration 16Q: 3 clusters Score -4202725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4202747.500000 Penalty: 3382.240967
	Iteration 17Q: 3 clusters Score -4202748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -4202792.500000 Penalty: 3382.240967
	Iteration 18Q: 3 clusters Score -4202792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4202825.500000 Penalty: 3382.240967
	Iteration 19Q: 3 clusters Score -4202826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -4202839.000000 Penalty: 3382.240967
	Iteration 20F: 3 clusters Score -4202839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4202853.500000 Penalty: 3382.240967
	Iteration 21Q: 3 clusters Score -4202854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4202864.000000 Penalty: 3382.240967
	Iteration 22Q: 3 clusters Score -4202864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4202875.500000 Penalty: 3382.240967
	Iteration 23Q: 3 clusters Score -4202876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4202874.000000 Penalty: 3382.240967
	Iteration 24Q: 3 clusters Score -4202874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4202872.000000 Penalty: 3382.240967
	Iteration 25Q: 3 clusters Score -4202872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4202871.000000 Penalty: 3382.240967
	Iteration 26Q: 3 clusters Score -4202871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4202872.500000 Penalty: 3382.240967
	Iteration 27Q: 3 clusters Score -4202872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4202875.500000 Penalty: 3382.240967
	Iteration 28Q: 3 clusters Score -4202876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4202879.000000 Penalty: 3382.240967
	Iteration 29Q: 3 clusters Score -4202879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4202881.000000 Penalty: 3382.240967
	Iteration 30Q: 3 clusters Score -4202881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4202881.000000 Penalty: 3382.240967
	Iteration 31F: 3 clusters Score -4202881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -746439.312500 Penalty: 1410.912476
	Iteration 0F: 2 clusters Score -746439.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -741838.937500 Penalty: 2821.824951
	Iteration 0F: 3 clusters Score -741838.9 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -743155.562500 Penalty: 2821.824951
	Iteration 1F: 3 clusters Score -743155.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -743334.000000 Penalty: 2821.824951
	Iteration 2F: 3 clusters Score -743334 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -743465.437500 Penalty: 2821.824951
	Iteration 3Q: 3 clusters Score -743465.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -743584.062500 Penalty: 2821.824951
	Iteration 4Q: 3 clusters Score -743584.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -743706.937500 Penalty: 2821.824951
	Iteration 5Q: 3 clusters Score -743706.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -743817.625000 Penalty: 2821.824951
	Iteration 6Q: 3 clusters Score -743817.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -743952.625000 Penalty: 2821.824951
	Iteration 7Q: 3 clusters Score -743952.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -744098.750000 Penalty: 2821.824951
	Iteration 8Q: 3 clusters Score -744098.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -744227.187500 Penalty: 2821.824951
	Iteration 9Q: 3 clusters Score -744227.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -744340.250000 Penalty: 2821.824951
	Iteration 10Q: 3 clusters Score -744340.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -744485.687500 Penalty: 2821.824951
	Iteration 11Q: 3 clusters Score -744485.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -744602.750000 Penalty: 2821.824951
	Iteration 12Q: 3 clusters Score -744602.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -744703.437500 Penalty: 2821.824951
	Iteration 13Q: 3 clusters Score -744703.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -744782.000000 Penalty: 2821.824951
	Iteration 14Q: 3 clusters Score -744782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -744833.250000 Penalty: 2821.824951
	Iteration 15Q: 3 clusters Score -744833.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -744865.562500 Penalty: 2821.824951
	Iteration 16Q: 3 clusters Score -744865.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -744890.500000 Penalty: 2821.824951
	Iteration 17Q: 3 clusters Score -744890.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -744906.625000 Penalty: 2821.824951
	Iteration 18Q: 3 clusters Score -744906.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -744920.500000 Penalty: 2821.824951
	Iteration 19Q: 3 clusters Score -744920.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -744928.375000 Penalty: 2821.824951
	Iteration 20F: 3 clusters Score -744928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -744932.625000 Penalty: 2821.824951
	Iteration 21Q: 3 clusters Score -744932.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -744935.625000 Penalty: 2821.824951
	Iteration 22Q: 3 clusters Score -744935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -744934.937500 Penalty: 2821.824951
	Iteration 23Q: 3 clusters Score -744934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -744937.562500 Penalty: 2821.824951
	Iteration 24Q: 3 clusters Score -744937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -744937.750000 Penalty: 2821.824951
	Iteration 25Q: 3 clusters Score -744937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -744941.125000 Penalty: 2821.824951
	Iteration 26Q: 3 clusters Score -744941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -744942.250000 Penalty: 2821.824951
	Iteration 27Q: 3 clusters Score -744942.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -744943.562500 Penalty: 2821.824951
	Iteration 28Q: 3 clusters Score -744943.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -744948.062500 Penalty: 2821.824951
	Iteration 29Q: 3 clusters Score -744948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -744949.812500 Penalty: 2821.824951
	Iteration 30Q: 3 clusters Score -744949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -744950.062500 Penalty: 2821.824951
	Iteration 31Q: 3 clusters Score -744950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -744950.687500 Penalty: 2821.824951
	Iteration 32Q: 3 clusters Score -744950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -744950.687500 Penalty: 2821.824951
	Iteration 33Q: 3 clusters Score -744950.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -744953.687500 Penalty: 2821.824951
	Iteration 34Q: 3 clusters Score -744953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -744954.812500 Penalty: 2821.824951
	Iteration 35Q: 3 clusters Score -744954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -744957.000000 Penalty: 2821.824951
	Iteration 36Q: 3 clusters Score -744957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -744958.812500 Penalty: 2821.824951
	Iteration 37Q: 3 clusters Score -744958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -744959.312500 Penalty: 2821.824951
	Iteration 38Q: 3 clusters Score -744959.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -744961.812500 Penalty: 2821.824951
	Iteration 39Q: 3 clusters Score -744961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -744960.875000 Penalty: 2821.824951
	Iteration 40F: 3 clusters Score -744960.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -744963.187500 Penalty: 2821.824951
	Iteration 41Q: 3 clusters Score -744963.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -744963.500000 Penalty: 2821.824951
	Iteration 42Q: 3 clusters Score -744963.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -744963.687500 Penalty: 2821.824951
	Iteration 43Q: 3 clusters Score -744963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -744964.500000 Penalty: 2821.824951
	Iteration 44Q: 3 clusters Score -744964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -744965.437500 Penalty: 2821.824951
	Iteration 45Q: 3 clusters Score -744965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -744964.062500 Penalty: 2821.824951
	Iteration 46Q: 3 clusters Score -744964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -744964.375000 Penalty: 2821.824951
	Iteration 47Q: 3 clusters Score -744964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -744967.312500 Penalty: 2821.824951
	Iteration 48Q: 3 clusters Score -744967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -744967.125000 Penalty: 2821.824951
	Iteration 49Q: 3 clusters Score -744967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -744967.312500 Penalty: 2821.824951
	Iteration 50Q: 3 clusters Score -744967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -744967.312500 Penalty: 2821.824951
	Iteration 51F: 3 clusters Score -744967.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (82307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Entering Unmasked Estep 
Score: -10539267.000000 Penalty: 1839.209351
	Iteration 0F: 2 clusters Score -1.053927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -10489557.000000 Penalty: 3678.418701
	Iteration 0F: 3 clusters Score -1.048956e+07 nChanged 38902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -10512242.000000 Penalty: 3678.418701
	Iteration 1F: 3 clusters Score -1.051224e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -10513291.000000 Penalty: 3678.418701
	Iteration 2Q: 3 clusters Score -1.051329e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -10515025.000000 Penalty: 3678.418701
	Iteration 3Q: 3 clusters Score -1.051502e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -10517259.000000 Penalty: 3678.418701
	Iteration 4F: 3 clusters Score -1.051726e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -10520610.000000 Penalty: 3678.418701
	Iteration 5F: 3 clusters Score -1.052061e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -10524467.000000 Penalty: 3678.418701
	Iteration 6F: 3 clusters Score -1.052447e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -10528011.000000 Penalty: 3678.418701
	Iteration 7F: 3 clusters Score -1.052801e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -10529939.000000 Penalty: 3678.418701
	Iteration 8Q: 3 clusters Score -1.052994e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -10530770.000000 Penalty: 3678.418701
	Iteration 9Q: 3 clusters Score -1.053077e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -10530940.000000 Penalty: 3678.418701
	Iteration 10Q: 3 clusters Score -1.053094e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -10530974.000000 Penalty: 3678.418701
	Iteration 11Q: 3 clusters Score -1.053097e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -10530931.000000 Penalty: 3678.418701
	Iteration 12Q: 3 clusters Score -1.053093e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -10530939.000000 Penalty: 3678.418701
	Iteration 13Q: 3 clusters Score -1.053094e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -10530899.000000 Penalty: 3678.418701
	Iteration 14Q: 3 clusters Score -1.05309e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -10530920.000000 Penalty: 3678.418701
	Iteration 15Q: 3 clusters Score -1.053092e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -10530919.000000 Penalty: 3678.418701
	Iteration 16Q: 3 clusters Score -1.053092e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -10531004.000000 Penalty: 3678.418701
	Iteration 17Q: 3 clusters Score -1.0531e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -10530976.000000 Penalty: 3678.418701
	Iteration 18Q: 3 clusters Score -1.053098e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -10530967.000000 Penalty: 3678.418701
	Iteration 19Q: 3 clusters Score -1.053097e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -10530937.000000 Penalty: 3678.418701
	Iteration 20F: 3 clusters Score -1.053094e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -10530955.000000 Penalty: 3678.418701
	Iteration 21Q: 3 clusters Score -1.053096e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -10530890.000000 Penalty: 3678.418701
	Iteration 22Q: 3 clusters Score -1.053089e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -10530918.000000 Penalty: 3678.418701
	Iteration 23Q: 3 clusters Score -1.053092e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -10531001.000000 Penalty: 3678.418701
	Iteration 24Q: 3 clusters Score -1.0531e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -10531078.000000 Penalty: 3678.418701
	Iteration 25Q: 3 clusters Score -1.053108e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -10531096.000000 Penalty: 3678.418701
	Iteration 26Q: 3 clusters Score -1.05311e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -10531166.000000 Penalty: 3678.418701
	Iteration 27Q: 3 clusters Score -1.053117e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -10531211.000000 Penalty: 3678.418701
	Iteration 28Q: 3 clusters Score -1.053121e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -10531380.000000 Penalty: 3678.418701
	Iteration 29Q: 3 clusters Score -1.053138e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -10531524.000000 Penalty: 3678.418701
	Iteration 30Q: 3 clusters Score -1.053152e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -10531699.000000 Penalty: 3678.418701
	Iteration 31Q: 3 clusters Score -1.05317e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -10531933.000000 Penalty: 3678.418701
	Iteration 32Q: 3 clusters Score -1.053193e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -10532218.000000 Penalty: 3678.418701
	Iteration 33Q: 3 clusters Score -1.053222e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -10532555.000000 Penalty: 3678.418701
	Iteration 34Q: 3 clusters Score -1.053256e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -10532831.000000 Penalty: 3678.418701
	Iteration 35Q: 3 clusters Score -1.053283e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -10533151.000000 Penalty: 3678.418701
	Iteration 36Q: 3 clusters Score -1.053315e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -10533481.000000 Penalty: 3678.418701
	Iteration 37Q: 3 clusters Score -1.053348e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -10533810.000000 Penalty: 3678.418701
	Iteration 38Q: 3 clusters Score -1.053381e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -10534060.000000 Penalty: 3678.418701
	Iteration 39Q: 3 clusters Score -1.053406e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -10534421.000000 Penalty: 3678.418701
	Iteration 40F: 3 clusters Score -1.053442e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -10534800.000000 Penalty: 3678.418701
	Iteration 41Q: 3 clusters Score -1.05348e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -10535050.000000 Penalty: 3678.418701
	Iteration 42Q: 3 clusters Score -1.053505e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -10535385.000000 Penalty: 3678.418701
	Iteration 43Q: 3 clusters Score -1.053538e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -10535652.000000 Penalty: 3678.418701
	Iteration 44Q: 3 clusters Score -1.053565e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -10535820.000000 Penalty: 3678.418701
	Iteration 45Q: 3 clusters Score -1.053582e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -10536090.000000 Penalty: 3678.418701
	Iteration 46Q: 3 clusters Score -1.053609e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -10536269.000000 Penalty: 3678.418701
	Iteration 47Q: 3 clusters Score -1.053627e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -10536527.000000 Penalty: 3678.418701
	Iteration 48Q: 3 clusters Score -1.053653e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -10536695.000000 Penalty: 3678.418701
	Iteration 49Q: 3 clusters Score -1.05367e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -10536921.000000 Penalty: 3678.418701
	Iteration 50Q: 3 clusters Score -1.053692e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -10537168.000000 Penalty: 3678.418701
	Iteration 51Q: 3 clusters Score -1.053717e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -10537438.000000 Penalty: 3678.418701
	Iteration 52Q: 3 clusters Score -1.053744e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -10537652.000000 Penalty: 3678.418701
	Iteration 53Q: 3 clusters Score -1.053765e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -10538027.000000 Penalty: 3678.418701
	Iteration 54Q: 3 clusters Score -1.053803e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -10538489.000000 Penalty: 3678.418701
	Iteration 55Q: 3 clusters Score -1.053849e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -10538817.000000 Penalty: 3678.418701
	Iteration 56Q: 3 clusters Score -1.053882e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -10539117.000000 Penalty: 3678.418701
	Iteration 57Q: 3 clusters Score -1.053912e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -10539411.000000 Penalty: 3678.418701
	Iteration 58Q: 3 clusters Score -1.053941e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -10539685.000000 Penalty: 3678.418701
	Iteration 59Q: 3 clusters Score -1.053968e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -10539797.000000 Penalty: 3678.418701
	Iteration 60F: 3 clusters Score -1.05398e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -10539930.000000 Penalty: 3678.418701
	Iteration 61Q: 3 clusters Score -1.053993e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -10540044.000000 Penalty: 3678.418701
	Iteration 62Q: 3 clusters Score -1.054004e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -10540067.000000 Penalty: 3678.418701
	Iteration 63Q: 3 clusters Score -1.054007e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -10540005.000000 Penalty: 3678.418701
	Iteration 64Q: 3 clusters Score -1.054e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -10539926.000000 Penalty: 3678.418701
	Iteration 65Q: 3 clusters Score -1.053993e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -10539907.000000 Penalty: 3678.418701
	Iteration 66Q: 3 clusters Score -1.053991e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -10539903.000000 Penalty: 3678.418701
	Iteration 67Q: 3 clusters Score -1.05399e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -10539867.000000 Penalty: 3678.418701
	Iteration 68Q: 3 clusters Score -1.053987e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 77794 members 
Entering Unmasked Estep 
Score: -10539844.000000 Penalty: 3678.418701
	Iteration 69Q: 3 clusters Score -1.053984e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -10539827.000000 Penalty: 3678.418701
	Iteration 70Q: 3 clusters Score -1.053983e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -10539786.000000 Penalty: 3678.418701
	Iteration 71Q: 3 clusters Score -1.053979e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -10539743.000000 Penalty: 3678.418701
	Iteration 72Q: 3 clusters Score -1.053974e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -10539724.000000 Penalty: 3678.418701
	Iteration 73Q: 3 clusters Score -1.053972e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -10539698.000000 Penalty: 3678.418701
	Iteration 74Q: 3 clusters Score -1.05397e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -10539684.000000 Penalty: 3678.418701
	Iteration 75Q: 3 clusters Score -1.053968e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -10539655.000000 Penalty: 3678.418701
	Iteration 76Q: 3 clusters Score -1.053966e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -10539651.000000 Penalty: 3678.418701
	Iteration 77Q: 3 clusters Score -1.053965e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -10539633.000000 Penalty: 3678.418701
	Iteration 78Q: 3 clusters Score -1.053963e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -10539593.000000 Penalty: 3678.418701
	Iteration 79Q: 3 clusters Score -1.053959e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -10539578.000000 Penalty: 3678.418701
	Iteration 80F: 3 clusters Score -1.053958e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -10539552.000000 Penalty: 3678.418701
	Iteration 81Q: 3 clusters Score -1.053955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -10539574.000000 Penalty: 3678.418701
	Iteration 82Q: 3 clusters Score -1.053957e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -10539553.000000 Penalty: 3678.418701
	Iteration 83Q: 3 clusters Score -1.053955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -10539539.000000 Penalty: 3678.418701
	Iteration 84Q: 3 clusters Score -1.053954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -10539554.000000 Penalty: 3678.418701
	Iteration 85Q: 3 clusters Score -1.053955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -10539556.000000 Penalty: 3678.418701
	Iteration 86Q: 3 clusters Score -1.053956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -10539552.000000 Penalty: 3678.418701
	Iteration 87Q: 3 clusters Score -1.053955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -10539537.000000 Penalty: 3678.418701
	Iteration 88Q: 3 clusters Score -1.053954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -10539531.000000 Penalty: 3678.418701
	Iteration 89Q: 3 clusters Score -1.053953e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -10539523.000000 Penalty: 3678.418701
	Iteration 90Q: 3 clusters Score -1.053952e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -10539505.000000 Penalty: 3678.418701
	Iteration 91Q: 3 clusters Score -1.05395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -10539476.000000 Penalty: 3678.418701
	Iteration 92Q: 3 clusters Score -1.053948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -10539467.000000 Penalty: 3678.418701
	Iteration 93Q: 3 clusters Score -1.053947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -10539470.000000 Penalty: 3678.418701
	Iteration 94Q: 3 clusters Score -1.053947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -10539484.000000 Penalty: 3678.418701
	Iteration 95Q: 3 clusters Score -1.053948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -10539484.000000 Penalty: 3678.418701
	Iteration 96Q: 3 clusters Score -1.053948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -10539487.000000 Penalty: 3678.418701
	Iteration 97Q: 3 clusters Score -1.053949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -10539475.000000 Penalty: 3678.418701
	Iteration 98Q: 3 clusters Score -1.053948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -10539470.000000 Penalty: 3678.418701
	Iteration 99Q: 3 clusters Score -1.053947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -10539469.000000 Penalty: 3678.418701
	Iteration 100F: 3 clusters Score -1.053947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -10539472.000000 Penalty: 3678.418701
	Iteration 101Q: 3 clusters Score -1.053947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -10539468.000000 Penalty: 3678.418701
	Iteration 102Q: 3 clusters Score -1.053947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -10539455.000000 Penalty: 3678.418701
	Iteration 103Q: 3 clusters Score -1.053946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -10539458.000000 Penalty: 3678.418701
	Iteration 104Q: 3 clusters Score -1.053946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -10539450.000000 Penalty: 3678.418701
	Iteration 105Q: 3 clusters Score -1.053945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -10539453.000000 Penalty: 3678.418701
	Iteration 106Q: 3 clusters Score -1.053945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -10539452.000000 Penalty: 3678.418701
	Iteration 107Q: 3 clusters Score -1.053945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -10539451.000000 Penalty: 3678.418701
	Iteration 108Q: 3 clusters Score -1.053945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -10539447.000000 Penalty: 3678.418701
	Iteration 109Q: 3 clusters Score -1.053945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -10539445.000000 Penalty: 3678.418701
	Iteration 110Q: 3 clusters Score -1.053944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -10539443.000000 Penalty: 3678.418701
	Iteration 111Q: 3 clusters Score -1.053944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -10539443.000000 Penalty: 3678.418701
	Iteration 112Q: 3 clusters Score -1.053944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -10539443.000000 Penalty: 3678.418701
	Iteration 113F: 3 clusters Score -1.053944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 14669 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 49505 members 
Mstep: Class 5 contains 59505 members 
Mstep: Class 6 contains 35310 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 33087 members 
Mstep: Class 11 contains 5899 members 
Mstep: Class 12 contains 2155 members 
Mstep: Class 13 contains 45962 members 
Mstep: Class 14 contains 59413 members 
Mstep: Class 15 contains 80152 members 
Mstep: Class 16 contains 44035 members 
Mstep: Class 18 contains 1693 members 
Mstep: Class 19 contains 12343 members 
Entering Unmasked Estep 
Score: -65793988.000000 Penalty: 38530.851562
Splitting cluster 12 changes total score from -65793380.000000 to -65793988.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 13 (45962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Entering Unmasked Estep 
Score: -5883623.500000 Penalty: 1744.530151
	Iteration 0F: 2 clusters Score -5883624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5852752.000000 Penalty: 3489.060303
	Iteration 0F: 3 clusters Score -5852752 nChanged 21537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5865060.500000 Penalty: 3489.060303
	Iteration 1F: 3 clusters Score -5865060 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5865526.000000 Penalty: 3489.060303
	Iteration 2Q: 3 clusters Score -5865526 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -5866022.500000 Penalty: 3489.060303
	Iteration 3Q: 3 clusters Score -5866022 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5866687.500000 Penalty: 3489.060303
	Iteration 4Q: 3 clusters Score -5866688 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5867459.500000 Penalty: 3489.060303
	Iteration 5Q: 3 clusters Score -5867460 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5868479.000000 Penalty: 3489.060303
	Iteration 6Q: 3 clusters Score -5868479 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -5869878.500000 Penalty: 3489.060303
	Iteration 7F: 3 clusters Score -5869878 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -5871655.500000 Penalty: 3489.060303
	Iteration 8F: 3 clusters Score -5871656 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -5873535.000000 Penalty: 3489.060303
	Iteration 9F: 3 clusters Score -5873535 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -5874926.500000 Penalty: 3489.060303
	Iteration 10F: 3 clusters Score -5874926 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -5875636.000000 Penalty: 3489.060303
	Iteration 11Q: 3 clusters Score -5875636 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -5875927.500000 Penalty: 3489.060303
	Iteration 12Q: 3 clusters Score -5875928 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -5876061.500000 Penalty: 3489.060303
	Iteration 13Q: 3 clusters Score -5876062 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -5876156.000000 Penalty: 3489.060303
	Iteration 14Q: 3 clusters Score -5876156 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5876224.000000 Penalty: 3489.060303
	Iteration 15Q: 3 clusters Score -5876224 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5876261.500000 Penalty: 3489.060303
	Iteration 16Q: 3 clusters Score -5876262 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -5876352.500000 Penalty: 3489.060303
	Iteration 17Q: 3 clusters Score -5876352 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5876407.000000 Penalty: 3489.060303
	Iteration 18Q: 3 clusters Score -5876407 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5876456.500000 Penalty: 3489.060303
	Iteration 19Q: 3 clusters Score -5876456 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -5876520.000000 Penalty: 3489.060303
	Iteration 20F: 3 clusters Score -5876520 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5876522.000000 Penalty: 3489.060303
	Iteration 21Q: 3 clusters Score -5876522 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5876554.000000 Penalty: 3489.060303
	Iteration 22Q: 3 clusters Score -5876554 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5876551.000000 Penalty: 3489.060303
	Iteration 23Q: 3 clusters Score -5876551 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -5876580.000000 Penalty: 3489.060303
	Iteration 24Q: 3 clusters Score -5876580 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -5876630.500000 Penalty: 3489.060303
	Iteration 25Q: 3 clusters Score -5876630 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -5876677.000000 Penalty: 3489.060303
	Iteration 26Q: 3 clusters Score -5876677 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5876707.500000 Penalty: 3489.060303
	Iteration 27Q: 3 clusters Score -5876708 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5876698.000000 Penalty: 3489.060303
	Iteration 28Q: 3 clusters Score -5876698 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5876707.000000 Penalty: 3489.060303
	Iteration 29Q: 3 clusters Score -5876707 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5876698.500000 Penalty: 3489.060303
	Iteration 30Q: 3 clusters Score -5876698 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -5876715.000000 Penalty: 3489.060303
	Iteration 31Q: 3 clusters Score -5876715 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5876737.500000 Penalty: 3489.060303
	Iteration 32Q: 3 clusters Score -5876738 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5876742.000000 Penalty: 3489.060303
	Iteration 33Q: 3 clusters Score -5876742 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -5876757.500000 Penalty: 3489.060303
	Iteration 34Q: 3 clusters Score -5876758 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5876777.500000 Penalty: 3489.060303
	Iteration 35Q: 3 clusters Score -5876778 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5876789.500000 Penalty: 3489.060303
	Iteration 36Q: 3 clusters Score -5876790 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -5876812.000000 Penalty: 3489.060303
	Iteration 37Q: 3 clusters Score -5876812 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -5876809.500000 Penalty: 3489.060303
	Iteration 38Q: 3 clusters Score -5876810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5876842.500000 Penalty: 3489.060303
	Iteration 39Q: 3 clusters Score -5876842 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -5876851.500000 Penalty: 3489.060303
	Iteration 40F: 3 clusters Score -5876852 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5876871.500000 Penalty: 3489.060303
	Iteration 41Q: 3 clusters Score -5876872 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5876906.500000 Penalty: 3489.060303
	Iteration 42Q: 3 clusters Score -5876906 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -5876920.500000 Penalty: 3489.060303
	Iteration 43Q: 3 clusters Score -5876920 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -5876920.500000 Penalty: 3489.060303
	Iteration 44Q: 3 clusters Score -5876920 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -5876931.000000 Penalty: 3489.060303
	Iteration 45Q: 3 clusters Score -5876931 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5876939.500000 Penalty: 3489.060303
	Iteration 46Q: 3 clusters Score -5876940 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5876946.500000 Penalty: 3489.060303
	Iteration 47Q: 3 clusters Score -5876946 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -5876963.000000 Penalty: 3489.060303
	Iteration 48Q: 3 clusters Score -5876963 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -5876973.000000 Penalty: 3489.060303
	Iteration 49Q: 3 clusters Score -5876973 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5877008.000000 Penalty: 3489.060303
	Iteration 50Q: 3 clusters Score -5877008 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5877051 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5877082 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5877124.500000 Penalty: 3489.060303
	Iteration 53Q: 3 clusters Score -5877124 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5877186.000000 Penalty: 3489.060303
	Iteration 54Q: 3 clusters Score -5877186 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -5877227.500000 Penalty: 3489.060303
	Iteration 55Q: 3 clusters Score -5877228 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -5877273.000000 Penalty: 3489.060303
	Iteration 56Q: 3 clusters Score -5877273 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -5877311.000000 Penalty: 3489.060303
	Iteration 57Q: 3 clusters Score -5877311 nChanged 418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5877382.000000 Penalty: 3489.060303
	Iteration 58Q: 3 clusters Score -5877382 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -5877513.500000 Penalty: 3489.060303
	Iteration 59Q: 3 clusters Score -5877514 nChanged 531
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Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5877609.000000 Penalty: 3489.060303
	Iteration 60F: 3 clusters Score -5877609 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5877771 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5877930.500000 Penalty: 3489.060303
	Iteration 62Q: 3 clusters Score -5877930 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5878085.500000 Penalty: 3489.060303
	Iteration 63Q: 3 clusters Score -5878086 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5878263.000000 Penalty: 3489.060303
	Iteration 64Q: 3 clusters Score -5878263 nChanged 668
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Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -5878482.500000 Penalty: 3489.060303
	Iteration 65Q: 3 clusters Score -5878482 nChanged 672
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Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5878693 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -5878916.000000 Penalty: 3489.060303
	Iteration 67Q: 3 clusters Score -5878916 nChanged 639
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -5879090.500000 Penalty: 3489.060303
	Iteration 68Q: 3 clusters Score -5879090 nChanged 634
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Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5879291 nChanged 616
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Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5879482 nChanged 594
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Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5879694 nChanged 574
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Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5879882.500000 Penalty: 3489.060303
	Iteration 72Q: 3 clusters Score -5879882 nChanged 584
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Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -5880102.000000 Penalty: 3489.060303
	Iteration 73Q: 3 clusters Score -5880102 nChanged 558
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Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -5880293.500000 Penalty: 3489.060303
	Iteration 74Q: 3 clusters Score -5880294 nChanged 531
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Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -5880459.000000 Penalty: 3489.060303
	Iteration 75Q: 3 clusters Score -5880459 nChanged 484
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Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5880599 nChanged 418
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Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5880700 nChanged 404
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Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5880816 nChanged 388
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Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5880975.500000 Penalty: 3489.060303
	Iteration 79Q: 3 clusters Score -5880976 nChanged 372
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Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5881073 nChanged 362
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Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -5881192.500000 Penalty: 3489.060303
	Iteration 81Q: 3 clusters Score -5881192 nChanged 327
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Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5881276 nChanged 290
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Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5881366.500000 Penalty: 3489.060303
	Iteration 83Q: 3 clusters Score -5881366 nChanged 273
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Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5881458 nChanged 269
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Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5881541.500000 Penalty: 3489.060303
	Iteration 85Q: 3 clusters Score -5881542 nChanged 239
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Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5881589.500000 Penalty: 3489.060303
	Iteration 86Q: 3 clusters Score -5881590 nChanged 209
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Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5881638.000000 Penalty: 3489.060303
	Iteration 87Q: 3 clusters Score -5881638 nChanged 194
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Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5881744 nChanged 190
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Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5881804.500000 Penalty: 3489.060303
	Iteration 89Q: 3 clusters Score -5881804 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5881874.500000 Penalty: 3489.060303
	Iteration 90Q: 3 clusters Score -5881874 nChanged 171
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Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5881925.500000 Penalty: 3489.060303
	Iteration 91Q: 3 clusters Score -5881926 nChanged 145
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Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5881991.000000 Penalty: 3489.060303
	Iteration 92Q: 3 clusters Score -5881991 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5882020.500000 Penalty: 3489.060303
	Iteration 93Q: 3 clusters Score -5882020 nChanged 111
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Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5882065.500000 Penalty: 3489.060303
	Iteration 94Q: 3 clusters Score -5882066 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5882118.000000 Penalty: 3489.060303
	Iteration 95Q: 3 clusters Score -5882118 nChanged 95
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Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5882129.500000 Penalty: 3489.060303
	Iteration 96Q: 3 clusters Score -5882130 nChanged 90
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Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5882163.000000 Penalty: 3489.060303
	Iteration 97Q: 3 clusters Score -5882163 nChanged 78
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Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5882185.500000 Penalty: 3489.060303
	Iteration 98Q: 3 clusters Score -5882186 nChanged 68
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Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5882203.500000 Penalty: 3489.060303
	Iteration 99Q: 3 clusters Score -5882204 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5882232.000000 Penalty: 3489.060303
	Iteration 100F: 3 clusters Score -5882232 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5882247.000000 Penalty: 3489.060303
	Iteration 101Q: 3 clusters Score -5882247 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5882257.500000 Penalty: 3489.060303
	Iteration 102Q: 3 clusters Score -5882258 nChanged 44
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Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5882265 nChanged 46
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Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5882282.500000 Penalty: 3489.060303
	Iteration 104Q: 3 clusters Score -5882282 nChanged 34
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Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5882277.000000 Penalty: 3489.060303
	Iteration 105Q: 3 clusters Score -5882277 nChanged 28
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Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5882280.500000 Penalty: 3489.060303
	Iteration 106Q: 3 clusters Score -5882280 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5882297.500000 Penalty: 3489.060303
	Iteration 107Q: 3 clusters Score -5882298 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5882300.500000 Penalty: 3489.060303
	Iteration 108Q: 3 clusters Score -5882300 nChanged 34
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Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5882310.000000 Penalty: 3489.060303
	Iteration 109Q: 3 clusters Score -5882310 nChanged 28
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Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5882320.000000 Penalty: 3489.060303
	Iteration 110Q: 3 clusters Score -5882320 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5882324.500000 Penalty: 3489.060303
	Iteration 111Q: 3 clusters Score -5882324 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5882332.500000 Penalty: 3489.060303
	Iteration 112Q: 3 clusters Score -5882332 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5882340.000000 Penalty: 3489.060303
	Iteration 113Q: 3 clusters Score -5882340 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5882347.000000 Penalty: 3489.060303
	Iteration 114Q: 3 clusters Score -5882347 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5882357.000000 Penalty: 3489.060303
	Iteration 115Q: 3 clusters Score -5882357 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5882354.000000 Penalty: 3489.060303
	Iteration 116Q: 3 clusters Score -5882354 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5882363.000000 Penalty: 3489.060303
	Iteration 117Q: 3 clusters Score -5882363 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5882356.000000 Penalty: 3489.060303
	Iteration 118Q: 3 clusters Score -5882356 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5882356.500000 Penalty: 3489.060303
	Iteration 119Q: 3 clusters Score -5882356 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5882357.000000 Penalty: 3489.060303
	Iteration 120F: 3 clusters Score -5882357 nChanged 4
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Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5882355.000000 Penalty: 3489.060303
	Iteration 121Q: 3 clusters Score -5882355 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5882360.000000 Penalty: 3489.060303
	Iteration 122Q: 3 clusters Score -5882360 nChanged 4
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Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5882358.000000 Penalty: 3489.060303
	Iteration 123Q: 3 clusters Score -5882358 nChanged 4
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Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5882359.000000 Penalty: 3489.060303
	Iteration 124Q: 3 clusters Score -5882359 nChanged 7
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Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5882356.500000 Penalty: 3489.060303
	Iteration 125Q: 3 clusters Score -5882356 nChanged 5
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5882356 nChanged 7
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Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5882360 nChanged 4
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Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5882359 nChanged 2
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Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5882368.000000 Penalty: 3489.060303
	Iteration 129Q: 3 clusters Score -5882368 nChanged 5
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5882360 nChanged 2
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5882360 nChanged 2
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Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5882360.500000 Penalty: 3489.060303
	Iteration 132Q: 3 clusters Score -5882360 nChanged 6
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Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5882364.000000 Penalty: 3489.060303
	Iteration 133Q: 3 clusters Score -5882364 nChanged 4
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Mstep: Class 1 contains 45111 members 
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Entering Unmasked Estep 
Score: -5882359.500000 Penalty: 3489.060303
	Iteration 134Q: 3 clusters Score -5882360 nChanged 5
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Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5882363.000000 Penalty: 3489.060303
	Iteration 135Q: 3 clusters Score -5882363 nChanged 5
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Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5882360 nChanged 3
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Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5882364 nChanged 2
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Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5882363 nChanged 5
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Entering Unmasked Estep 
Score: -5882362.500000 Penalty: 3489.060303
	Iteration 139Q: 3 clusters Score -5882362 nChanged 8
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Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5882365.500000 Penalty: 3489.060303
	Iteration 140F: 3 clusters Score -5882366 nChanged 5
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Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5882369.500000 Penalty: 3489.060303
	Iteration 141Q: 3 clusters Score -5882370 nChanged 5
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Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5882362.000000 Penalty: 3489.060303
	Iteration 142Q: 3 clusters Score -5882362 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5882368.500000 Penalty: 3489.060303
	Iteration 143Q: 3 clusters Score -5882368 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5882372.000000 Penalty: 3489.060303
	Iteration 144Q: 3 clusters Score -5882372 nChanged 8
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Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5882373.000000 Penalty: 3489.060303
	Iteration 145Q: 3 clusters Score -5882373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5882377.500000 Penalty: 3489.060303
	Iteration 146Q: 3 clusters Score -5882378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5882384.500000 Penalty: 3489.060303
	Iteration 147Q: 3 clusters Score -5882384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5882382.000000 Penalty: 3489.060303
	Iteration 148Q: 3 clusters Score -5882382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5882384.500000 Penalty: 3489.060303
	Iteration 149Q: 3 clusters Score -5882384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5882386.000000 Penalty: 3489.060303
	Iteration 150Q: 3 clusters Score -5882386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5882379.000000 Penalty: 3489.060303
	Iteration 151Q: 3 clusters Score -5882379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5882377.000000 Penalty: 3489.060303
	Iteration 152Q: 3 clusters Score -5882377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5882375.500000 Penalty: 3489.060303
	Iteration 153Q: 3 clusters Score -5882376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5882376.500000 Penalty: 3489.060303
	Iteration 154Q: 3 clusters Score -5882376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5882377.000000 Penalty: 3489.060303
	Iteration 155Q: 3 clusters Score -5882377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5882377.500000 Penalty: 3489.060303
	Iteration 156Q: 3 clusters Score -5882378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5882383.500000 Penalty: 3489.060303
	Iteration 157Q: 3 clusters Score -5882384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5882381.500000 Penalty: 3489.060303
	Iteration 158Q: 3 clusters Score -5882382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5882383.500000 Penalty: 3489.060303
	Iteration 159Q: 3 clusters Score -5882384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5882388.000000 Penalty: 3489.060303
	Iteration 160F: 3 clusters Score -5882388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5882386.500000 Penalty: 3489.060303
	Iteration 161Q: 3 clusters Score -5882386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5882387.000000 Penalty: 3489.060303
	Iteration 162Q: 3 clusters Score -5882387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5882387.000000 Penalty: 3489.060303
	Iteration 163Q: 3 clusters Score -5882387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5882387.000000 Penalty: 3489.060303
	Iteration 164F: 3 clusters Score -5882387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Entering Unmasked Estep 
Score: -7627715.000000 Penalty: 1786.243652
	Iteration 0F: 2 clusters Score -7627715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -7589166.000000 Penalty: 3572.487305
	Iteration 0F: 3 clusters Score -7589166 nChanged 28036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -7605627.000000 Penalty: 3572.487305
	Iteration 1F: 3 clusters Score -7605627 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -7606130.000000 Penalty: 3572.487305
	Iteration 2Q: 3 clusters Score -7606130 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -7606643.000000 Penalty: 3572.487305
	Iteration 3Q: 3 clusters Score -7606643 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -7607217.500000 Penalty: 3572.487305
	Iteration 4Q: 3 clusters Score -7607218 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -7607892.500000 Penalty: 3572.487305
	Iteration 5Q: 3 clusters Score -7607892 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -7608826.000000 Penalty: 3572.487305
	Iteration 6Q: 3 clusters Score -7608826 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -7610167.000000 Penalty: 3572.487305
	Iteration 7Q: 3 clusters Score -7610167 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -7612069.000000 Penalty: 3572.487305
	Iteration 8F: 3 clusters Score -7612069 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -7614385.000000 Penalty: 3572.487305
	Iteration 9F: 3 clusters Score -7614385 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -7616354.000000 Penalty: 3572.487305
	Iteration 10F: 3 clusters Score -7616354 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -7617359.500000 Penalty: 3572.487305
	Iteration 11Q: 3 clusters Score -7617360 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -7617661.500000 Penalty: 3572.487305
	Iteration 12Q: 3 clusters Score -7617662 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -7617822.500000 Penalty: 3572.487305
	Iteration 13Q: 3 clusters Score -7617822 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -7617881.500000 Penalty: 3572.487305
	Iteration 14Q: 3 clusters Score -7617882 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -7617943.000000 Penalty: 3572.487305
	Iteration 15Q: 3 clusters Score -7617943 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -7617982.500000 Penalty: 3572.487305
	Iteration 16Q: 3 clusters Score -7617982 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -7618012.000000 Penalty: 3572.487305
	Iteration 17Q: 3 clusters Score -7618012 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -7618058.500000 Penalty: 3572.487305
	Iteration 18Q: 3 clusters Score -7618058 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -7618134.500000 Penalty: 3572.487305
	Iteration 19Q: 3 clusters Score -7618134 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -7618154.500000 Penalty: 3572.487305
	Iteration 20F: 3 clusters Score -7618154 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -7618195.000000 Penalty: 3572.487305
	Iteration 21Q: 3 clusters Score -7618195 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -7618235.000000 Penalty: 3572.487305
	Iteration 22Q: 3 clusters Score -7618235 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -7618266.000000 Penalty: 3572.487305
	Iteration 23Q: 3 clusters Score -7618266 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -7618309.500000 Penalty: 3572.487305
	Iteration 24Q: 3 clusters Score -7618310 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -7618385.000000 Penalty: 3572.487305
	Iteration 25Q: 3 clusters Score -7618385 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -7618477.500000 Penalty: 3572.487305
	Iteration 26Q: 3 clusters Score -7618478 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -7618575.000000 Penalty: 3572.487305
	Iteration 27Q: 3 clusters Score -7618575 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -7618666.000000 Penalty: 3572.487305
	Iteration 28Q: 3 clusters Score -7618666 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -7618824.000000 Penalty: 3572.487305
	Iteration 29Q: 3 clusters Score -7618824 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -7618981.000000 Penalty: 3572.487305
	Iteration 30Q: 3 clusters Score -7618981 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -7619136.500000 Penalty: 3572.487305
	Iteration 31Q: 3 clusters Score -7619136 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -7619305.000000 Penalty: 3572.487305
	Iteration 32Q: 3 clusters Score -7619305 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -7619465.500000 Penalty: 3572.487305
	Iteration 33Q: 3 clusters Score -7619466 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -7619603.000000 Penalty: 3572.487305
	Iteration 34Q: 3 clusters Score -7619603 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -7619830.000000 Penalty: 3572.487305
	Iteration 35Q: 3 clusters Score -7619830 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -7620006.500000 Penalty: 3572.487305
	Iteration 36Q: 3 clusters Score -7620006 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -7620160.500000 Penalty: 3572.487305
	Iteration 37Q: 3 clusters Score -7620160 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -7620319.000000 Penalty: 3572.487305
	Iteration 38Q: 3 clusters Score -7620319 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -7620445.000000 Penalty: 3572.487305
	Iteration 39Q: 3 clusters Score -7620445 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -7620593.000000 Penalty: 3572.487305
	Iteration 40F: 3 clusters Score -7620593 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -7620750.000000 Penalty: 3572.487305
	Iteration 41Q: 3 clusters Score -7620750 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -7620875.000000 Penalty: 3572.487305
	Iteration 42Q: 3 clusters Score -7620875 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -7620962.000000 Penalty: 3572.487305
	Iteration 43Q: 3 clusters Score -7620962 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -7621064.000000 Penalty: 3572.487305
	Iteration 44Q: 3 clusters Score -7621064 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -7621169.500000 Penalty: 3572.487305
	Iteration 45Q: 3 clusters Score -7621170 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -7621302.500000 Penalty: 3572.487305
	Iteration 46Q: 3 clusters Score -7621302 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -7621397.000000 Penalty: 3572.487305
	Iteration 47Q: 3 clusters Score -7621397 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -7621468.500000 Penalty: 3572.487305
	Iteration 48Q: 3 clusters Score -7621468 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -7621532.500000 Penalty: 3572.487305
	Iteration 49Q: 3 clusters Score -7621532 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -7621577.500000 Penalty: 3572.487305
	Iteration 50Q: 3 clusters Score -7621578 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -7621681.500000 Penalty: 3572.487305
	Iteration 51Q: 3 clusters Score -7621682 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -7621732.500000 Penalty: 3572.487305
	Iteration 52Q: 3 clusters Score -7621732 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -7621800.000000 Penalty: 3572.487305
	Iteration 53Q: 3 clusters Score -7621800 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -7621868.000000 Penalty: 3572.487305
	Iteration 54Q: 3 clusters Score -7621868 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -7621940.000000 Penalty: 3572.487305
	Iteration 55Q: 3 clusters Score -7621940 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -7622019.000000 Penalty: 3572.487305
	Iteration 56Q: 3 clusters Score -7622019 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -7622111.500000 Penalty: 3572.487305
	Iteration 57Q: 3 clusters Score -7622112 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -7622232.500000 Penalty: 3572.487305
	Iteration 58Q: 3 clusters Score -7622232 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -7622298.500000 Penalty: 3572.487305
	Iteration 59Q: 3 clusters Score -7622298 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -7622395.000000 Penalty: 3572.487305
	Iteration 60F: 3 clusters Score -7622395 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -7622532.000000 Penalty: 3572.487305
	Iteration 61Q: 3 clusters Score -7622532 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -7622616.500000 Penalty: 3572.487305
	Iteration 62Q: 3 clusters Score -7622616 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -7622750.500000 Penalty: 3572.487305
	Iteration 63Q: 3 clusters Score -7622750 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -7622909.000000 Penalty: 3572.487305
	Iteration 64Q: 3 clusters Score -7622909 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -7623053.000000 Penalty: 3572.487305
	Iteration 65Q: 3 clusters Score -7623053 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -7623208.500000 Penalty: 3572.487305
	Iteration 66Q: 3 clusters Score -7623208 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -7623346.000000 Penalty: 3572.487305
	Iteration 67Q: 3 clusters Score -7623346 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -7623534.500000 Penalty: 3572.487305
	Iteration 68Q: 3 clusters Score -7623534 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -7623742.000000 Penalty: 3572.487305
	Iteration 69Q: 3 clusters Score -7623742 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -7623847.500000 Penalty: 3572.487305
	Iteration 70Q: 3 clusters Score -7623848 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -7624027.000000 Penalty: 3572.487305
	Iteration 71Q: 3 clusters Score -7624027 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -7624223.000000 Penalty: 3572.487305
	Iteration 72Q: 3 clusters Score -7624223 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -7624425.500000 Penalty: 3572.487305
	Iteration 73Q: 3 clusters Score -7624426 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -7624588.500000 Penalty: 3572.487305
	Iteration 74Q: 3 clusters Score -7624588 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -7624760.000000 Penalty: 3572.487305
	Iteration 75Q: 3 clusters Score -7624760 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -7624887.000000 Penalty: 3572.487305
	Iteration 76Q: 3 clusters Score -7624887 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -7625036.000000 Penalty: 3572.487305
	Iteration 77Q: 3 clusters Score -7625036 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7625175.000000 Penalty: 3572.487305
	Iteration 78Q: 3 clusters Score -7625175 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -7625264.000000 Penalty: 3572.487305
	Iteration 79Q: 3 clusters Score -7625264 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7625395.500000 Penalty: 3572.487305
	Iteration 80F: 3 clusters Score -7625396 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7625546.000000 Penalty: 3572.487305
	Iteration 81Q: 3 clusters Score -7625546 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7625660.500000 Penalty: 3572.487305
	Iteration 82Q: 3 clusters Score -7625660 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7625746.500000 Penalty: 3572.487305
	Iteration 83Q: 3 clusters Score -7625746 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7625819.000000 Penalty: 3572.487305
	Iteration 84Q: 3 clusters Score -7625819 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7625901.000000 Penalty: 3572.487305
	Iteration 85Q: 3 clusters Score -7625901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7625921.500000 Penalty: 3572.487305
	Iteration 86Q: 3 clusters Score -7625922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7625952.000000 Penalty: 3572.487305
	Iteration 87Q: 3 clusters Score -7625952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7625970.000000 Penalty: 3572.487305
	Iteration 88Q: 3 clusters Score -7625970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7625986.500000 Penalty: 3572.487305
	Iteration 89Q: 3 clusters Score -7625986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7626016.000000 Penalty: 3572.487305
	Iteration 90Q: 3 clusters Score -7626016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7626058.500000 Penalty: 3572.487305
	Iteration 91Q: 3 clusters Score -7626058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7626094.500000 Penalty: 3572.487305
	Iteration 92Q: 3 clusters Score -7626094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7626116.000000 Penalty: 3572.487305
	Iteration 93Q: 3 clusters Score -7626116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7626140.500000 Penalty: 3572.487305
	Iteration 94Q: 3 clusters Score -7626140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7626157.500000 Penalty: 3572.487305
	Iteration 95Q: 3 clusters Score -7626158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7626159.500000 Penalty: 3572.487305
	Iteration 96Q: 3 clusters Score -7626160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7626183.000000 Penalty: 3572.487305
	Iteration 97Q: 3 clusters Score -7626183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7626186.000000 Penalty: 3572.487305
	Iteration 98Q: 3 clusters Score -7626186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7626205.500000 Penalty: 3572.487305
	Iteration 99Q: 3 clusters Score -7626206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7626213.500000 Penalty: 3572.487305
	Iteration 100F: 3 clusters Score -7626214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7626223.500000 Penalty: 3572.487305
	Iteration 101Q: 3 clusters Score -7626224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7626229.000000 Penalty: 3572.487305
	Iteration 102Q: 3 clusters Score -7626229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7626223.000000 Penalty: 3572.487305
	Iteration 103Q: 3 clusters Score -7626223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7626233.000000 Penalty: 3572.487305
	Iteration 104Q: 3 clusters Score -7626233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7626235.500000 Penalty: 3572.487305
	Iteration 105Q: 3 clusters Score -7626236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7626241.000000 Penalty: 3572.487305
	Iteration 106Q: 3 clusters Score -7626241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7626247.000000 Penalty: 3572.487305
	Iteration 107Q: 3 clusters Score -7626247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7626248.000000 Penalty: 3572.487305
	Iteration 108Q: 3 clusters Score -7626248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7626247.500000 Penalty: 3572.487305
	Iteration 109Q: 3 clusters Score -7626248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7626246.000000 Penalty: 3572.487305
	Iteration 110Q: 3 clusters Score -7626246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7626245.000000 Penalty: 3572.487305
	Iteration 111Q: 3 clusters Score -7626245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7626245.500000 Penalty: 3572.487305
	Iteration 112Q: 3 clusters Score -7626246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7626246.000000 Penalty: 3572.487305
	Iteration 113Q: 3 clusters Score -7626246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7626246.500000 Penalty: 3572.487305
	Iteration 114Q: 3 clusters Score -7626246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7626246.500000 Penalty: 3572.487305
	Iteration 115Q: 3 clusters Score -7626246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7626246.500000 Penalty: 3572.487305
	Iteration 116F: 3 clusters Score -7626246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Entering Unmasked Estep 
Score: -5670881.000000 Penalty: 1737.570312
	Iteration 0F: 2 clusters Score -5670881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5641803.000000 Penalty: 3475.140625
	Iteration 0F: 3 clusters Score -5641803 nChanged 20624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5653792.000000 Penalty: 3475.140625
	Iteration 1F: 3 clusters Score -5653792 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5654498.000000 Penalty: 3475.140625
	Iteration 2Q: 3 clusters Score -5654498 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -5655376.500000 Penalty: 3475.140625
	Iteration 3Q: 3 clusters Score -5655376 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5656377.000000 Penalty: 3475.140625
	Iteration 4Q: 3 clusters Score -5656377 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5657607.500000 Penalty: 3475.140625
	Iteration 5F: 3 clusters Score -5657608 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -5659203.000000 Penalty: 3475.140625
	Iteration 6F: 3 clusters Score -5659203 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -5661207.000000 Penalty: 3475.140625
	Iteration 7F: 3 clusters Score -5661207 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -5663282.500000 Penalty: 3475.140625
	Iteration 8F: 3 clusters Score -5663282 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -5664537.500000 Penalty: 3475.140625
	Iteration 9F: 3 clusters Score -5664538 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -5665093.500000 Penalty: 3475.140625
	Iteration 10Q: 3 clusters Score -5665094 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5665385.500000 Penalty: 3475.140625
	Iteration 11Q: 3 clusters Score -5665386 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5665550.500000 Penalty: 3475.140625
	Iteration 12Q: 3 clusters Score -5665550 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -5665726.000000 Penalty: 3475.140625
	Iteration 13Q: 3 clusters Score -5665726 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -5665872.000000 Penalty: 3475.140625
	Iteration 14Q: 3 clusters Score -5665872 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -5666055.000000 Penalty: 3475.140625
	Iteration 15Q: 3 clusters Score -5666055 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -5666211.000000 Penalty: 3475.140625
	Iteration 16Q: 3 clusters Score -5666211 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -5666338.000000 Penalty: 3475.140625
	Iteration 17Q: 3 clusters Score -5666338 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -5666496.000000 Penalty: 3475.140625
	Iteration 18Q: 3 clusters Score -5666496 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5666616.500000 Penalty: 3475.140625
	Iteration 19Q: 3 clusters Score -5666616 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -5666750.500000 Penalty: 3475.140625
	Iteration 20F: 3 clusters Score -5666750 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -5666937.500000 Penalty: 3475.140625
	Iteration 21Q: 3 clusters Score -5666938 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -5667099.500000 Penalty: 3475.140625
	Iteration 22Q: 3 clusters Score -5667100 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5667218.000000 Penalty: 3475.140625
	Iteration 23Q: 3 clusters Score -5667218 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5667392.500000 Penalty: 3475.140625
	Iteration 24Q: 3 clusters Score -5667392 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -5667614.000000 Penalty: 3475.140625
	Iteration 25Q: 3 clusters Score -5667614 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5667788.000000 Penalty: 3475.140625
	Iteration 26Q: 3 clusters Score -5667788 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -5668024.500000 Penalty: 3475.140625
	Iteration 27Q: 3 clusters Score -5668024 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -5668276.500000 Penalty: 3475.140625
	Iteration 28Q: 3 clusters Score -5668276 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5668478.000000 Penalty: 3475.140625
	Iteration 29Q: 3 clusters Score -5668478 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -5668667.000000 Penalty: 3475.140625
	Iteration 30Q: 3 clusters Score -5668667 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -5668933.500000 Penalty: 3475.140625
	Iteration 31Q: 3 clusters Score -5668934 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5669176.000000 Penalty: 3475.140625
	Iteration 32Q: 3 clusters Score -5669176 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5669382.000000 Penalty: 3475.140625
	Iteration 33Q: 3 clusters Score -5669382 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5669490.000000 Penalty: 3475.140625
	Iteration 34Q: 3 clusters Score -5669490 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -5669592.500000 Penalty: 3475.140625
	Iteration 35Q: 3 clusters Score -5669592 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5669741.500000 Penalty: 3475.140625
	Iteration 36Q: 3 clusters Score -5669742 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5669851.500000 Penalty: 3475.140625
	Iteration 37Q: 3 clusters Score -5669852 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5669895.000000 Penalty: 3475.140625
	Iteration 38Q: 3 clusters Score -5669895 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5669918.500000 Penalty: 3475.140625
	Iteration 39Q: 3 clusters Score -5669918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5669944.000000 Penalty: 3475.140625
	Iteration 40F: 3 clusters Score -5669944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5669954.500000 Penalty: 3475.140625
	Iteration 41Q: 3 clusters Score -5669954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -5669966.000000 Penalty: 3475.140625
	Iteration 42Q: 3 clusters Score -5669966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -5669994.000000 Penalty: 3475.140625
	Iteration 43Q: 3 clusters Score -5669994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -5670009.000000 Penalty: 3475.140625
	Iteration 44Q: 3 clusters Score -5670009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -5670028.500000 Penalty: 3475.140625
	Iteration 45Q: 3 clusters Score -5670028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -5670037.500000 Penalty: 3475.140625
	Iteration 46Q: 3 clusters Score -5670038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5670041.500000 Penalty: 3475.140625
	Iteration 47Q: 3 clusters Score -5670042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -5670034.000000 Penalty: 3475.140625
	Iteration 48Q: 3 clusters Score -5670034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -5670040.500000 Penalty: 3475.140625
	Iteration 49Q: 3 clusters Score -5670040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -5670044.000000 Penalty: 3475.140625
	Iteration 50Q: 3 clusters Score -5670044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -5670059.500000 Penalty: 3475.140625
	Iteration 51Q: 3 clusters Score -5670060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -5670076.000000 Penalty: 3475.140625
	Iteration 52Q: 3 clusters Score -5670076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -5670077.500000 Penalty: 3475.140625
	Iteration 53Q: 3 clusters Score -5670078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -5670081.500000 Penalty: 3475.140625
	Iteration 54Q: 3 clusters Score -5670082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5670075.500000 Penalty: 3475.140625
	Iteration 55Q: 3 clusters Score -5670076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5670077.500000 Penalty: 3475.140625
	Iteration 56Q: 3 clusters Score -5670078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5670077.500000 Penalty: 3475.140625
	Iteration 57F: 3 clusters Score -5670078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -216402.406250 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -216402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -214500.140625 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -214500.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -214861.250000 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -214861.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -214947.437500 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -214947.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -214990.656250 Penalty: 2416.133789
	Iteration 3Q: 3 clusters Score -214990.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -215016.921875 Penalty: 2416.133789
	Iteration 4Q: 3 clusters Score -215016.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -215047.078125 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -215047.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215074.843750 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -215074.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -215089.671875 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -215089.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -215097.421875 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -215097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -215101.546875 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -215101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -215103.015625 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -215103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -215103.390625 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -215103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -215104.593750 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -215104.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -215107.328125 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -215107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -215109.078125 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -215109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -215110.359375 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -215110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -215112.203125 Penalty: 2416.133789
	Iteration 16Q: 3 clusters Score -215112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -215114.421875 Penalty: 2416.133789
	Iteration 17Q: 3 clusters Score -215114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -215115.859375 Penalty: 2416.133789
	Iteration 18Q: 3 clusters Score -215115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -215117.812500 Penalty: 2416.133789
	Iteration 19Q: 3 clusters Score -215117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -215119.296875 Penalty: 2416.133789
	Iteration 20F: 3 clusters Score -215119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -215119.750000 Penalty: 2416.133789
	Iteration 21Q: 3 clusters Score -215119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -215119.734375 Penalty: 2416.133789
	Iteration 22Q: 3 clusters Score -215119.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -215120.093750 Penalty: 2416.133789
	Iteration 23Q: 3 clusters Score -215120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -215120.234375 Penalty: 2416.133789
	Iteration 24Q: 3 clusters Score -215120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -215121.046875 Penalty: 2416.133789
	Iteration 25Q: 3 clusters Score -215121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -215122.609375 Penalty: 2416.133789
	Iteration 26Q: 3 clusters Score -215122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -215122.609375 Penalty: 2416.133789
	Iteration 27F: 3 clusters Score -215122.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -1578795.000000 Penalty: 1530.887207
	Iteration 0F: 2 clusters Score -1578795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1570112.625000 Penalty: 3061.774414
	Iteration 0F: 3 clusters Score -1570113 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1572998.250000 Penalty: 3061.774414
	Iteration 1F: 3 clusters Score -1572998 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1573244.250000 Penalty: 3061.774414
	Iteration 2F: 3 clusters Score -1573244 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1573428.250000 Penalty: 3061.774414
	Iteration 3Q: 3 clusters Score -1573428 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1573572.500000 Penalty: 3061.774414
	Iteration 4Q: 3 clusters Score -1573572 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1573703.000000 Penalty: 3061.774414
	Iteration 5Q: 3 clusters Score -1573703 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1573816.125000 Penalty: 3061.774414
	Iteration 6Q: 3 clusters Score -1573816 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1573925.375000 Penalty: 3061.774414
	Iteration 7Q: 3 clusters Score -1573925 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1574043.500000 Penalty: 3061.774414
	Iteration 8Q: 3 clusters Score -1574044 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1574202.375000 Penalty: 3061.774414
	Iteration 9Q: 3 clusters Score -1574202 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1574369.875000 Penalty: 3061.774414
	Iteration 10Q: 3 clusters Score -1574370 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1574561.000000 Penalty: 3061.774414
	Iteration 11Q: 3 clusters Score -1574561 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1574786.375000 Penalty: 3061.774414
	Iteration 12Q: 3 clusters Score -1574786 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1575008.875000 Penalty: 3061.774414
	Iteration 13Q: 3 clusters Score -1575009 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1575230.750000 Penalty: 3061.774414
	Iteration 14Q: 3 clusters Score -1575231 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1575436.625000 Penalty: 3061.774414
	Iteration 15Q: 3 clusters Score -1575437 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1575617.125000 Penalty: 3061.774414
	Iteration 16Q: 3 clusters Score -1575617 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1575788.500000 Penalty: 3061.774414
	Iteration 17Q: 3 clusters Score -1575788 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1575925.625000 Penalty: 3061.774414
	Iteration 18Q: 3 clusters Score -1575926 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1576022.000000 Penalty: 3061.774414
	Iteration 19Q: 3 clusters Score -1576022 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1576092.250000 Penalty: 3061.774414
	Iteration 20F: 3 clusters Score -1576092 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1576133.875000 Penalty: 3061.774414
	Iteration 21Q: 3 clusters Score -1576134 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1576172.375000 Penalty: 3061.774414
	Iteration 22Q: 3 clusters Score -1576172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1576195.625000 Penalty: 3061.774414
	Iteration 23Q: 3 clusters Score -1576196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1576216.750000 Penalty: 3061.774414
	Iteration 24Q: 3 clusters Score -1576217 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1576236.500000 Penalty: 3061.774414
	Iteration 25Q: 3 clusters Score -1576236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1576256.625000 Penalty: 3061.774414
	Iteration 26Q: 3 clusters Score -1576257 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1576273.125000 Penalty: 3061.774414
	Iteration 27Q: 3 clusters Score -1576273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1576290.250000 Penalty: 3061.774414
	Iteration 28Q: 3 clusters Score -1576290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1576314.375000 Penalty: 3061.774414
	Iteration 29Q: 3 clusters Score -1576314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1576337.750000 Penalty: 3061.774414
	Iteration 30Q: 3 clusters Score -1576338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1576374.500000 Penalty: 3061.774414
	Iteration 31Q: 3 clusters Score -1576374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1576412.875000 Penalty: 3061.774414
	Iteration 32Q: 3 clusters Score -1576413 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1576458.000000 Penalty: 3061.774414
	Iteration 33Q: 3 clusters Score -1576458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1576497.000000 Penalty: 3061.774414
	Iteration 34Q: 3 clusters Score -1576497 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1576533.000000 Penalty: 3061.774414
	Iteration 35Q: 3 clusters Score -1576533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1576584.750000 Penalty: 3061.774414
	Iteration 36Q: 3 clusters Score -1576585 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1576628.875000 Penalty: 3061.774414
	Iteration 37Q: 3 clusters Score -1576629 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1576664.875000 Penalty: 3061.774414
	Iteration 38Q: 3 clusters Score -1576665 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1576706.875000 Penalty: 3061.774414
	Iteration 39Q: 3 clusters Score -1576707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1576758.250000 Penalty: 3061.774414
	Iteration 40F: 3 clusters Score -1576758 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1576801.750000 Penalty: 3061.774414
	Iteration 41Q: 3 clusters Score -1576802 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1576852.875000 Penalty: 3061.774414
	Iteration 42Q: 3 clusters Score -1576853 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1576897.500000 Penalty: 3061.774414
	Iteration 43Q: 3 clusters Score -1576898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1576946.000000 Penalty: 3061.774414
	Iteration 44Q: 3 clusters Score -1576946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1576982.125000 Penalty: 3061.774414
	Iteration 45Q: 3 clusters Score -1576982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1577012.375000 Penalty: 3061.774414
	Iteration 46Q: 3 clusters Score -1577012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1577039.375000 Penalty: 3061.774414
	Iteration 47Q: 3 clusters Score -1577039 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1577065.625000 Penalty: 3061.774414
	Iteration 48Q: 3 clusters Score -1577066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1577087.125000 Penalty: 3061.774414
	Iteration 49Q: 3 clusters Score -1577087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1577105.750000 Penalty: 3061.774414
	Iteration 50Q: 3 clusters Score -1577106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1577119.750000 Penalty: 3061.774414
	Iteration 51Q: 3 clusters Score -1577120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1577133.000000 Penalty: 3061.774414
	Iteration 52Q: 3 clusters Score -1577133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1577147.625000 Penalty: 3061.774414
	Iteration 53Q: 3 clusters Score -1577148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1577153.750000 Penalty: 3061.774414
	Iteration 54Q: 3 clusters Score -1577154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1577164.125000 Penalty: 3061.774414
	Iteration 55Q: 3 clusters Score -1577164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1577169.125000 Penalty: 3061.774414
	Iteration 56Q: 3 clusters Score -1577169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1577174.375000 Penalty: 3061.774414
	Iteration 57Q: 3 clusters Score -1577174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1577183.125000 Penalty: 3061.774414
	Iteration 58Q: 3 clusters Score -1577183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1577187.125000 Penalty: 3061.774414
	Iteration 59Q: 3 clusters Score -1577187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1577196.625000 Penalty: 3061.774414
	Iteration 60F: 3 clusters Score -1577197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1577204.500000 Penalty: 3061.774414
	Iteration 61Q: 3 clusters Score -1577204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1577208.250000 Penalty: 3061.774414
	Iteration 62Q: 3 clusters Score -1577208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1577219.375000 Penalty: 3061.774414
	Iteration 63Q: 3 clusters Score -1577219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1577224.625000 Penalty: 3061.774414
	Iteration 64Q: 3 clusters Score -1577225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1577226.500000 Penalty: 3061.774414
	Iteration 65Q: 3 clusters Score -1577226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1577232.500000 Penalty: 3061.774414
	Iteration 66Q: 3 clusters Score -1577232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1577236.875000 Penalty: 3061.774414
	Iteration 67Q: 3 clusters Score -1577237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1577242.000000 Penalty: 3061.774414
	Iteration 68Q: 3 clusters Score -1577242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1577239.375000 Penalty: 3061.774414
	Iteration 69Q: 3 clusters Score -1577239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1577243.625000 Penalty: 3061.774414
	Iteration 70Q: 3 clusters Score -1577244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1577246.125000 Penalty: 3061.774414
	Iteration 71Q: 3 clusters Score -1577246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1577251.000000 Penalty: 3061.774414
	Iteration 72Q: 3 clusters Score -1577251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1577250.375000 Penalty: 3061.774414
	Iteration 73Q: 3 clusters Score -1577250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1577253.875000 Penalty: 3061.774414
	Iteration 74Q: 3 clusters Score -1577254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1577256.875000 Penalty: 3061.774414
	Iteration 75Q: 3 clusters Score -1577257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1577260.750000 Penalty: 3061.774414
	Iteration 76Q: 3 clusters Score -1577261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1577265.125000 Penalty: 3061.774414
	Iteration 77Q: 3 clusters Score -1577265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1577267.625000 Penalty: 3061.774414
	Iteration 78Q: 3 clusters Score -1577268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1577268.125000 Penalty: 3061.774414
	Iteration 79Q: 3 clusters Score -1577268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1577272.250000 Penalty: 3061.774414
	Iteration 80F: 3 clusters Score -1577272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1577272.875000 Penalty: 3061.774414
	Iteration 81Q: 3 clusters Score -1577273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1577274.750000 Penalty: 3061.774414
	Iteration 82Q: 3 clusters Score -1577275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1577278.250000 Penalty: 3061.774414
	Iteration 83Q: 3 clusters Score -1577278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1577277.625000 Penalty: 3061.774414
	Iteration 84Q: 3 clusters Score -1577278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1577282.375000 Penalty: 3061.774414
	Iteration 85Q: 3 clusters Score -1577282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1577289.875000 Penalty: 3061.774414
	Iteration 86Q: 3 clusters Score -1577290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1577297.250000 Penalty: 3061.774414
	Iteration 87Q: 3 clusters Score -1577297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1577298.000000 Penalty: 3061.774414
	Iteration 88Q: 3 clusters Score -1577298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1577300.250000 Penalty: 3061.774414
	Iteration 89Q: 3 clusters Score -1577300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1577302.625000 Penalty: 3061.774414
	Iteration 90Q: 3 clusters Score -1577303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1577306.125000 Penalty: 3061.774414
	Iteration 91Q: 3 clusters Score -1577306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1577306.125000 Penalty: 3061.774414
	Iteration 92Q: 3 clusters Score -1577306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1577306.250000 Penalty: 3061.774414
	Iteration 93Q: 3 clusters Score -1577306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1577311.000000 Penalty: 3061.774414
	Iteration 94Q: 3 clusters Score -1577311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1577313.625000 Penalty: 3061.774414
	Iteration 95Q: 3 clusters Score -1577314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1577319.750000 Penalty: 3061.774414
	Iteration 96Q: 3 clusters Score -1577320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1577324.000000 Penalty: 3061.774414
	Iteration 97Q: 3 clusters Score -1577324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1577327.750000 Penalty: 3061.774414
	Iteration 98Q: 3 clusters Score -1577328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1577331.500000 Penalty: 3061.774414
	Iteration 99Q: 3 clusters Score -1577332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1577334.000000 Penalty: 3061.774414
	Iteration 100F: 3 clusters Score -1577334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1577338.250000 Penalty: 3061.774414
	Iteration 101Q: 3 clusters Score -1577338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1577343.125000 Penalty: 3061.774414
	Iteration 102Q: 3 clusters Score -1577343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1577348.000000 Penalty: 3061.774414
	Iteration 103Q: 3 clusters Score -1577348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1577354.875000 Penalty: 3061.774414
	Iteration 104Q: 3 clusters Score -1577355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1577357.625000 Penalty: 3061.774414
	Iteration 105Q: 3 clusters Score -1577358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1577363.875000 Penalty: 3061.774414
	Iteration 106Q: 3 clusters Score -1577364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1577365.375000 Penalty: 3061.774414
	Iteration 107Q: 3 clusters Score -1577365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1577366.875000 Penalty: 3061.774414
	Iteration 108Q: 3 clusters Score -1577367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1577371.000000 Penalty: 3061.774414
	Iteration 109Q: 3 clusters Score -1577371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1577373.750000 Penalty: 3061.774414
	Iteration 110Q: 3 clusters Score -1577374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1577377.250000 Penalty: 3061.774414
	Iteration 111Q: 3 clusters Score -1577377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1577385.125000 Penalty: 3061.774414
	Iteration 112Q: 3 clusters Score -1577385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1577383.625000 Penalty: 3061.774414
	Iteration 113Q: 3 clusters Score -1577384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1577386.125000 Penalty: 3061.774414
	Iteration 114Q: 3 clusters Score -1577386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1577390.250000 Penalty: 3061.774414
	Iteration 115Q: 3 clusters Score -1577390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1577395.500000 Penalty: 3061.774414
	Iteration 116Q: 3 clusters Score -1577396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1577397.875000 Penalty: 3061.774414
	Iteration 117Q: 3 clusters Score -1577398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1577412.500000 Penalty: 3061.774414
	Iteration 118Q: 3 clusters Score -1577412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1577420.875000 Penalty: 3061.774414
	Iteration 119Q: 3 clusters Score -1577421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1577428.250000 Penalty: 3061.774414
	Iteration 120F: 3 clusters Score -1577428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1577431.875000 Penalty: 3061.774414
	Iteration 121Q: 3 clusters Score -1577432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1577431.875000 Penalty: 3061.774414
	Iteration 122Q: 3 clusters Score -1577432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1577436.250000 Penalty: 3061.774414
	Iteration 123Q: 3 clusters Score -1577436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1577440.125000 Penalty: 3061.774414
	Iteration 124Q: 3 clusters Score -1577440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1577439.625000 Penalty: 3061.774414
	Iteration 125Q: 3 clusters Score -1577440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1577443.625000 Penalty: 3061.774414
	Iteration 126Q: 3 clusters Score -1577444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1577445.250000 Penalty: 3061.774414
	Iteration 127Q: 3 clusters Score -1577445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1577452.750000 Penalty: 3061.774414
	Iteration 128Q: 3 clusters Score -1577453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1577454.500000 Penalty: 3061.774414
	Iteration 129Q: 3 clusters Score -1577454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1577457.000000 Penalty: 3061.774414
	Iteration 130Q: 3 clusters Score -1577457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1577460.750000 Penalty: 3061.774414
	Iteration 131Q: 3 clusters Score -1577461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1577462.375000 Penalty: 3061.774414
	Iteration 132Q: 3 clusters Score -1577462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1577468.000000 Penalty: 3061.774414
	Iteration 133Q: 3 clusters Score -1577468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1577469.500000 Penalty: 3061.774414
	Iteration 134Q: 3 clusters Score -1577470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1577471.000000 Penalty: 3061.774414
	Iteration 135Q: 3 clusters Score -1577471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1577473.250000 Penalty: 3061.774414
	Iteration 136Q: 3 clusters Score -1577473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1577479.250000 Penalty: 3061.774414
	Iteration 137Q: 3 clusters Score -1577479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1577481.000000 Penalty: 3061.774414
	Iteration 138Q: 3 clusters Score -1577481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1577484.500000 Penalty: 3061.774414
	Iteration 139Q: 3 clusters Score -1577484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1577488.750000 Penalty: 3061.774414
	Iteration 140F: 3 clusters Score -1577489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1577491.625000 Penalty: 3061.774414
	Iteration 141Q: 3 clusters Score -1577492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1577496.375000 Penalty: 3061.774414
	Iteration 142Q: 3 clusters Score -1577496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1577501.750000 Penalty: 3061.774414
	Iteration 143Q: 3 clusters Score -1577502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1577502.875000 Penalty: 3061.774414
	Iteration 144Q: 3 clusters Score -1577503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1577503.500000 Penalty: 3061.774414
	Iteration 145Q: 3 clusters Score -1577504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1577507.750000 Penalty: 3061.774414
	Iteration 146Q: 3 clusters Score -1577508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1577513.000000 Penalty: 3061.774414
	Iteration 147Q: 3 clusters Score -1577513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1577515.750000 Penalty: 3061.774414
	Iteration 148Q: 3 clusters Score -1577516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1577516.125000 Penalty: 3061.774414
	Iteration 149Q: 3 clusters Score -1577516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1577514.625000 Penalty: 3061.774414
	Iteration 150Q: 3 clusters Score -1577515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1577517.125000 Penalty: 3061.774414
	Iteration 151Q: 3 clusters Score -1577517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1577520.250000 Penalty: 3061.774414
	Iteration 152Q: 3 clusters Score -1577520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1577522.875000 Penalty: 3061.774414
	Iteration 153Q: 3 clusters Score -1577523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1577527.500000 Penalty: 3061.774414
	Iteration 154Q: 3 clusters Score -1577528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1577530.375000 Penalty: 3061.774414
	Iteration 155Q: 3 clusters Score -1577530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1577530.125000 Penalty: 3061.774414
	Iteration 156Q: 3 clusters Score -1577530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1577529.750000 Penalty: 3061.774414
	Iteration 157Q: 3 clusters Score -1577530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1577531.125000 Penalty: 3061.774414
	Iteration 158Q: 3 clusters Score -1577531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1577534.500000 Penalty: 3061.774414
	Iteration 159Q: 3 clusters Score -1577534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1577533.125000 Penalty: 3061.774414
	Iteration 160F: 3 clusters Score -1577533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1577535.375000 Penalty: 3061.774414
	Iteration 161Q: 3 clusters Score -1577535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1577534.625000 Penalty: 3061.774414
	Iteration 162Q: 3 clusters Score -1577535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1577537.125000 Penalty: 3061.774414
	Iteration 163Q: 3 clusters Score -1577537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1577534.375000 Penalty: 3061.774414
	Iteration 164Q: 3 clusters Score -1577534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1577538.250000 Penalty: 3061.774414
	Iteration 165Q: 3 clusters Score -1577538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1577540.000000 Penalty: 3061.774414
	Iteration 166Q: 3 clusters Score -1577540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1577539.000000 Penalty: 3061.774414
	Iteration 167Q: 3 clusters Score -1577539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1577541.625000 Penalty: 3061.774414
	Iteration 168Q: 3 clusters Score -1577542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1577540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1577539.750000 Penalty: 3061.774414
	Iteration 170F: 3 clusters Score -1577540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 14669 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 49505 members 
Mstep: Class 5 contains 59505 members 
Mstep: Class 6 contains 35310 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 33087 members 
Mstep: Class 11 contains 5899 members 
Mstep: Class 12 contains 2155 members 
Mstep: Class 13 contains 45962 members 
Mstep: Class 14 contains 59413 members 
Mstep: Class 16 contains 44035 members 
Mstep: Class 18 contains 1693 members 
Mstep: Class 19 contains 12343 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 19 clusters Score -6.579457e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 14676 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 49535 members 
Mstep: Class 5 contains 59781 members 
Mstep: Class 6 contains 35276 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 7454 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 33011 members 
Mstep: Class 11 contains 5943 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 45347 members 
Mstep: Class 14 contains 60026 members 
Mstep: Class 15 contains 79693 members 
Mstep: Class 16 contains 44144 members 
Mstep: Class 18 contains 1686 members 
Mstep: Class 19 contains 12366 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 19 clusters Score -6.579575e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 14677 members 
Mstep: Class 3 contains 2966 members 
Mstep: Class 4 contains 49478 members 
Mstep: Class 5 contains 59987 members 
Mstep: Class 6 contains 35261 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 7439 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 32861 members 
Mstep: Class 11 contains 5959 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 44693 members 
Mstep: Class 14 contains 60665 members 
Mstep: Class 15 contains 79655 members 
Mstep: Class 16 contains 44232 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 12389 members 
Entering Unmasked Estep 
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Iteration 121Q: 19 clusters Score -6.579721e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 14682 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 49408 members 
Mstep: Class 5 contains 60078 members 
Mstep: Class 6 contains 35225 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7441 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 32714 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 44051 members 
Mstep: Class 14 contains 61253 members 
Mstep: Class 15 contains 79651 members 
Mstep: Class 16 contains 44427 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 12423 members 
Entering Unmasked Estep 
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Iteration 122Q: 19 clusters Score -6.579808e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 14688 members 
Mstep: Class 3 contains 2972 members 
Mstep: Class 4 contains 49319 members 
Mstep: Class 5 contains 60127 members 
Mstep: Class 6 contains 35155 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7424 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 32548 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 43423 members 
Mstep: Class 14 contains 61764 members 
Mstep: Class 15 contains 79696 members 
Mstep: Class 16 contains 44741 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 12447 members 
Entering Unmasked Estep 
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Iteration 123Q: 19 clusters Score -6.57986e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 14687 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 49254 members 
Mstep: Class 5 contains 60158 members 
Mstep: Class 6 contains 35036 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 32402 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 2840 members 
Mstep: Class 13 contains 42844 members 
Mstep: Class 14 contains 62111 members 
Mstep: Class 15 contains 79760 members 
Mstep: Class 16 contains 45152 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 12475 members 
Entering Unmasked Estep 
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Iteration 124Q: 19 clusters Score -6.579907e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 14693 members 
Mstep: Class 3 contains 2975 members 
Mstep: Class 4 contains 49142 members 
Mstep: Class 5 contains 60178 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 32260 members 
Mstep: Class 11 contains 6123 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 42236 members 
Mstep: Class 14 contains 62365 members 
Mstep: Class 15 contains 79820 members 
Mstep: Class 16 contains 45716 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 12503 members 
Entering Unmasked Estep 
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Iteration 125Q: 19 clusters Score -6.579967e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 14699 members 
Mstep: Class 3 contains 2975 members 
Mstep: Class 4 contains 49054 members 
Mstep: Class 5 contains 60150 members 
Mstep: Class 6 contains 34796 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7454 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 32142 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 41657 members 
Mstep: Class 14 contains 62535 members 
Mstep: Class 15 contains 79881 members 
Mstep: Class 16 contains 46318 members 
Mstep: Class 18 contains 1664 members 
Mstep: Class 19 contains 12525 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 19 clusters Score -6.580016e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 14700 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 48992 members 
Mstep: Class 5 contains 60127 members 
Mstep: Class 6 contains 34671 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7476 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 32048 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 41136 members 
Mstep: Class 14 contains 62598 members 
Mstep: Class 15 contains 79928 members 
Mstep: Class 16 contains 46922 members 
Mstep: Class 18 contains 1666 members 
Mstep: Class 19 contains 12557 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -6.580046e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 14698 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 48942 members 
Mstep: Class 5 contains 60120 members 
Mstep: Class 6 contains 34544 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7487 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 31975 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 40630 members 
Mstep: Class 14 contains 62621 members 
Mstep: Class 15 contains 79998 members 
Mstep: Class 16 contains 47468 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 12577 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -6.580061e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 14701 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 48892 members 
Mstep: Class 5 contains 60092 members 
Mstep: Class 6 contains 34422 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31909 members 
Mstep: Class 11 contains 6372 members 
Mstep: Class 12 contains 3220 members 
Mstep: Class 13 contains 40140 members 
Mstep: Class 14 contains 62609 members 
Mstep: Class 15 contains 80050 members 
Mstep: Class 16 contains 48037 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 12610 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -6.580072e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 14711 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 48858 members 
Mstep: Class 5 contains 60076 members 
Mstep: Class 6 contains 34303 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7540 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31856 members 
Mstep: Class 11 contains 6417 members 
Mstep: Class 12 contains 3247 members 
Mstep: Class 13 contains 39699 members 
Mstep: Class 14 contains 62566 members 
Mstep: Class 15 contains 80102 members 
Mstep: Class 16 contains 48564 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 12647 members 
Entering Unmasked Estep 
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Iteration 130Q: 19 clusters Score -6.580072e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 14711 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 48835 members 
Mstep: Class 5 contains 60072 members 
Mstep: Class 6 contains 34205 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7570 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31817 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 39262 members 
Mstep: Class 14 contains 62545 members 
Mstep: Class 15 contains 80144 members 
Mstep: Class 16 contains 49033 members 
Mstep: Class 18 contains 1664 members 
Mstep: Class 19 contains 12679 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -6.580104e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 14712 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 48809 members 
Mstep: Class 5 contains 60056 members 
Mstep: Class 6 contains 34124 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31763 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 12 contains 3283 members 
Mstep: Class 13 contains 38866 members 
Mstep: Class 14 contains 62555 members 
Mstep: Class 15 contains 80193 members 
Mstep: Class 16 contains 49454 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 12703 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -6.580113e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 14711 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 48783 members 
Mstep: Class 5 contains 60034 members 
Mstep: Class 6 contains 34039 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7621 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31714 members 
Mstep: Class 11 contains 6582 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 38505 members 
Mstep: Class 14 contains 62541 members 
Mstep: Class 15 contains 80222 members 
Mstep: Class 16 contains 49852 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 12744 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -6.580118e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 14715 members 
Mstep: Class 3 contains 2982 members 
Mstep: Class 4 contains 48740 members 
Mstep: Class 5 contains 60024 members 
Mstep: Class 6 contains 33972 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7628 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31664 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 38121 members 
Mstep: Class 14 contains 62555 members 
Mstep: Class 15 contains 80268 members 
Mstep: Class 16 contains 50212 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 12773 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -6.580132e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 14713 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 60019 members 
Mstep: Class 6 contains 33861 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7639 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31635 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 37768 members 
Mstep: Class 14 contains 62540 members 
Mstep: Class 15 contains 80315 members 
Mstep: Class 16 contains 50622 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 12801 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -6.580131e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 14715 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 48685 members 
Mstep: Class 5 contains 60034 members 
Mstep: Class 6 contains 33779 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7650 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31596 members 
Mstep: Class 11 contains 6684 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 37418 members 
Mstep: Class 14 contains 62526 members 
Mstep: Class 15 contains 80362 members 
Mstep: Class 16 contains 51003 members 
Mstep: Class 18 contains 1654 members 
Mstep: Class 19 contains 12825 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -6.580152e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 14723 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 48642 members 
Mstep: Class 5 contains 60027 members 
Mstep: Class 6 contains 33752 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7660 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31542 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 37096 members 
Mstep: Class 14 contains 62510 members 
Mstep: Class 15 contains 80418 members 
Mstep: Class 16 contains 51369 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 12856 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -6.580174e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 14725 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 48600 members 
Mstep: Class 5 contains 60011 members 
Mstep: Class 6 contains 33750 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7674 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31504 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 36778 members 
Mstep: Class 14 contains 62498 members 
Mstep: Class 15 contains 80468 members 
Mstep: Class 16 contains 51715 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 12882 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -6.580174e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 14729 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 48570 members 
Mstep: Class 5 contains 59991 members 
Mstep: Class 6 contains 33729 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31480 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 36488 members 
Mstep: Class 14 contains 62494 members 
Mstep: Class 15 contains 80500 members 
Mstep: Class 16 contains 52058 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 12901 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -6.580188e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 14735 members 
Mstep: Class 3 contains 2983 members 
Mstep: Class 4 contains 48545 members 
Mstep: Class 5 contains 59955 members 
Mstep: Class 6 contains 33755 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 7700 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 31459 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 36213 members 
Mstep: Class 14 contains 62502 members 
Mstep: Class 15 contains 80528 members 
Mstep: Class 16 contains 52351 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 12920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802304.000000 Penalty: 38530.851562
Iteration 140F: 19 clusters Score -6.58023e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 14740 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 48451 members 
Mstep: Class 5 contains 59880 members 
Mstep: Class 6 contains 33787 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 31430 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 3496 members 
Mstep: Class 13 contains 35946 members 
Mstep: Class 14 contains 62526 members 
Mstep: Class 15 contains 80552 members 
Mstep: Class 16 contains 52598 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 12944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802584.000000 Penalty: 38530.851562
Iteration 141Q: 19 clusters Score -6.580258e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 14749 members 
Mstep: Class 3 contains 2986 members 
Mstep: Class 4 contains 48373 members 
Mstep: Class 5 contains 59808 members 
Mstep: Class 6 contains 33808 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 7721 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 31399 members 
Mstep: Class 11 contains 6635 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 35671 members 
Mstep: Class 14 contains 62551 members 
Mstep: Class 15 contains 80574 members 
Mstep: Class 16 contains 52842 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 19 contains 12969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803060.000000 Penalty: 38530.851562
Iteration 142Q: 19 clusters Score -6.580306e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 14749 members 
Mstep: Class 3 contains 2983 members 
Mstep: Class 4 contains 48284 members 
Mstep: Class 5 contains 59767 members 
Mstep: Class 6 contains 33833 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 7742 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 31369 members 
Mstep: Class 11 contains 6636 members 
Mstep: Class 12 contains 3693 members 
Mstep: Class 13 contains 35377 members 
Mstep: Class 14 contains 62562 members 
Mstep: Class 15 contains 80592 members 
Mstep: Class 16 contains 53063 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 13022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803388.000000 Penalty: 38530.851562
Iteration 143Q: 19 clusters Score -6.580339e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 14754 members 
Mstep: Class 3 contains 2976 members 
Mstep: Class 4 contains 48208 members 
Mstep: Class 5 contains 59713 members 
Mstep: Class 6 contains 33864 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 31337 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 3790 members 
Mstep: Class 13 contains 35096 members 
Mstep: Class 14 contains 62572 members 
Mstep: Class 15 contains 80630 members 
Mstep: Class 16 contains 53268 members 
Mstep: Class 18 contains 1646 members 
Mstep: Class 19 contains 13063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803424.000000 Penalty: 38530.851562
Iteration 144Q: 19 clusters Score -6.580342e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 14760 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 48137 members 
Mstep: Class 5 contains 59661 members 
Mstep: Class 6 contains 33903 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 7759 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 31309 members 
Mstep: Class 11 contains 6635 members 
Mstep: Class 12 contains 3898 members 
Mstep: Class 13 contains 34853 members 
Mstep: Class 14 contains 62583 members 
Mstep: Class 15 contains 80660 members 
Mstep: Class 16 contains 53417 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 13098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803536.000000 Penalty: 38530.851562
Iteration 145Q: 19 clusters Score -6.580354e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 14775 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 48063 members 
Mstep: Class 5 contains 59607 members 
Mstep: Class 6 contains 33950 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 8 contains 7766 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 31290 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 4010 members 
Mstep: Class 13 contains 34619 members 
Mstep: Class 14 contains 62584 members 
Mstep: Class 15 contains 80689 members 
Mstep: Class 16 contains 53542 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 19 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803548.000000 Penalty: 38530.851562
Iteration 146Q: 19 clusters Score -6.580355e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 14790 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 48025 members 
Mstep: Class 5 contains 59549 members 
Mstep: Class 6 contains 34003 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 7771 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 31271 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 4110 members 
Mstep: Class 13 contains 34360 members 
Mstep: Class 14 contains 62588 members 
Mstep: Class 15 contains 80706 members 
Mstep: Class 16 contains 53688 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 19 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803372.000000 Penalty: 38530.851562
Iteration 147Q: 19 clusters Score -6.580337e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 14804 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 47976 members 
Mstep: Class 5 contains 59489 members 
Mstep: Class 6 contains 34070 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 7767 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 31257 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 34109 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 80733 members 
Mstep: Class 16 contains 53812 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 13242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803624.000000 Penalty: 38530.851562
Iteration 148Q: 19 clusters Score -6.580362e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 14826 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 47919 members 
Mstep: Class 5 contains 59439 members 
Mstep: Class 6 contains 34153 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 8 contains 7767 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 31239 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 4255 members 
Mstep: Class 13 contains 33852 members 
Mstep: Class 14 contains 62609 members 
Mstep: Class 15 contains 80777 members 
Mstep: Class 16 contains 53936 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 19 contains 13308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803644.000000 Penalty: 38530.851562
Iteration 149Q: 19 clusters Score -6.580364e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 14854 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 47885 members 
Mstep: Class 5 contains 59377 members 
Mstep: Class 6 contains 34272 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 31230 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 33567 members 
Mstep: Class 14 contains 62606 members 
Mstep: Class 15 contains 80788 members 
Mstep: Class 16 contains 54072 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 19 contains 13374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803664.000000 Penalty: 38530.851562
Iteration 150Q: 19 clusters Score -6.580366e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 14880 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 47857 members 
Mstep: Class 5 contains 59305 members 
Mstep: Class 6 contains 34409 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 31220 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 33259 members 
Mstep: Class 14 contains 62606 members 
Mstep: Class 15 contains 80800 members 
Mstep: Class 16 contains 54203 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 19 contains 13442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803756.000000 Penalty: 38530.851562
Iteration 151Q: 19 clusters Score -6.580376e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 47817 members 
Mstep: Class 5 contains 59252 members 
Mstep: Class 6 contains 34571 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7791 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 31213 members 
Mstep: Class 11 contains 6616 members 
Mstep: Class 12 contains 4366 members 
Mstep: Class 13 contains 32961 members 
Mstep: Class 14 contains 62601 members 
Mstep: Class 15 contains 80794 members 
Mstep: Class 16 contains 54312 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 13530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803720.000000 Penalty: 38530.851562
Iteration 152Q: 19 clusters Score -6.580372e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 14930 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 47786 members 
Mstep: Class 5 contains 59219 members 
Mstep: Class 6 contains 34722 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7806 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 31208 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 13 contains 32651 members 
Mstep: Class 14 contains 62595 members 
Mstep: Class 15 contains 80797 members 
Mstep: Class 16 contains 54424 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 13603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803896.000000 Penalty: 38530.851562
Iteration 153Q: 19 clusters Score -6.58039e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 14954 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 47757 members 
Mstep: Class 5 contains 59196 members 
Mstep: Class 6 contains 34885 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7815 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 31200 members 
Mstep: Class 11 contains 6603 members 
Mstep: Class 12 contains 4414 members 
Mstep: Class 13 contains 32339 members 
Mstep: Class 14 contains 62586 members 
Mstep: Class 15 contains 80806 members 
Mstep: Class 16 contains 54529 members 
Mstep: Class 18 contains 1666 members 
Mstep: Class 19 contains 13680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803900.000000 Penalty: 38530.851562
Iteration 154Q: 19 clusters Score -6.58039e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 14987 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 47729 members 
Mstep: Class 5 contains 59156 members 
Mstep: Class 6 contains 35021 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 31193 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 32060 members 
Mstep: Class 14 contains 62594 members 
Mstep: Class 15 contains 80813 members 
Mstep: Class 16 contains 54627 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 19 contains 13755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804008.000000 Penalty: 38530.851562
Iteration 155Q: 19 clusters Score -6.580401e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 15018 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 47696 members 
Mstep: Class 5 contains 59114 members 
Mstep: Class 6 contains 35193 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 31179 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 31783 members 
Mstep: Class 14 contains 62602 members 
Mstep: Class 15 contains 80806 members 
Mstep: Class 16 contains 54702 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 13835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803928.000000 Penalty: 38530.851562
Iteration 156Q: 19 clusters Score -6.580393e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 15032 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 47667 members 
Mstep: Class 5 contains 59077 members 
Mstep: Class 6 contains 35386 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7830 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 31168 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 4470 members 
Mstep: Class 13 contains 31495 members 
Mstep: Class 14 contains 62620 members 
Mstep: Class 15 contains 80805 members 
Mstep: Class 16 contains 54755 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 13911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803932.000000 Penalty: 38530.851562
Iteration 157Q: 19 clusters Score -6.580393e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 15043 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 47634 members 
Mstep: Class 5 contains 59045 members 
Mstep: Class 6 contains 35572 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7830 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 31159 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 31231 members 
Mstep: Class 14 contains 62629 members 
Mstep: Class 15 contains 80808 members 
Mstep: Class 16 contains 54812 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 13970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804044.000000 Penalty: 38530.851562
Iteration 158Q: 19 clusters Score -6.580404e+07 nChanged 633
Entering ConstructFrom: 
Score: -65804044.000000 Penalty: 38530.851562
Entering ConstructFrom: 
Trying to split cluster 1 (69647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Entering Unmasked Estep 
Score: -8736759.000000 Penalty: 1812.069092
	Iteration 0F: 2 clusters Score -8736759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -8690608.000000 Penalty: 3624.138184
	Iteration 0F: 3 clusters Score -8690608 nChanged 32796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -8709649.000000 Penalty: 3624.138184
	Iteration 1F: 3 clusters Score -8709649 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -8710254.000000 Penalty: 3624.138184
	Iteration 2Q: 3 clusters Score -8710254 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -8711072.000000 Penalty: 3624.138184
	Iteration 3Q: 3 clusters Score -8711072 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -8712347.000000 Penalty: 3624.138184
	Iteration 4Q: 3 clusters Score -8712347 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -8714529.000000 Penalty: 3624.138184
	Iteration 5F: 3 clusters Score -8714529 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -8717932.000000 Penalty: 3624.138184
	Iteration 6F: 3 clusters Score -8717932 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -8722703.000000 Penalty: 3624.138184
	Iteration 7F: 3 clusters Score -8722703 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -8727538.000000 Penalty: 3624.138184
	Iteration 8F: 3 clusters Score -8727538 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -8731369.000000 Penalty: 3624.138184
	Iteration 9F: 3 clusters Score -8731369 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8733477.000000 Penalty: 3624.138184
	Iteration 10Q: 3 clusters Score -8733477 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8734453.000000 Penalty: 3624.138184
	Iteration 11Q: 3 clusters Score -8734453 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8734847.000000 Penalty: 3624.138184
	Iteration 12Q: 3 clusters Score -8734847 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8734986.000000 Penalty: 3624.138184
	Iteration 13Q: 3 clusters Score -8734986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8735062.000000 Penalty: 3624.138184
	Iteration 14Q: 3 clusters Score -8735062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8735103.000000 Penalty: 3624.138184
	Iteration 15Q: 3 clusters Score -8735103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8735124.000000 Penalty: 3624.138184
	Iteration 16Q: 3 clusters Score -8735124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8735134.000000 Penalty: 3624.138184
	Iteration 17Q: 3 clusters Score -8735134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8735137.000000 Penalty: 3624.138184
	Iteration 18Q: 3 clusters Score -8735137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8735140.000000 Penalty: 3624.138184
	Iteration 19Q: 3 clusters Score -8735140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8735149.000000 Penalty: 3624.138184
	Iteration 20F: 3 clusters Score -8735149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8735149.000000 Penalty: 3624.138184
	Iteration 21Q: 3 clusters Score -8735149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8735150.000000 Penalty: 3624.138184
	Iteration 22Q: 3 clusters Score -8735150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8735150.000000 Penalty: 3624.138184
	Iteration 23F: 3 clusters Score -8735150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Entering Unmasked Estep 
Score: -1855895.875000 Penalty: 1563.206299
	Iteration 0F: 2 clusters Score -1855896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1845440.625000 Penalty: 3126.412598
	Iteration 0F: 3 clusters Score -1845441 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1849006.375000 Penalty: 3126.412598
	Iteration 1F: 3 clusters Score -1849006 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1849249.375000 Penalty: 3126.412598
	Iteration 2Q: 3 clusters Score -1849249 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1849474.750000 Penalty: 3126.412598
	Iteration 3Q: 3 clusters Score -1849475 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1849671.000000 Penalty: 3126.412598
	Iteration 4Q: 3 clusters Score -1849671 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1849879.375000 Penalty: 3126.412598
	Iteration 5Q: 3 clusters Score -1849879 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1850159.500000 Penalty: 3126.412598
	Iteration 6Q: 3 clusters Score -1850160 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1850581.250000 Penalty: 3126.412598
	Iteration 7Q: 3 clusters Score -1850581 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1851063.375000 Penalty: 3126.412598
	Iteration 8Q: 3 clusters Score -1851063 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1851599.250000 Penalty: 3126.412598
	Iteration 9Q: 3 clusters Score -1851599 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1852154.375000 Penalty: 3126.412598
	Iteration 10Q: 3 clusters Score -1852154 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1852677.750000 Penalty: 3126.412598
	Iteration 11Q: 3 clusters Score -1852678 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1853093.250000 Penalty: 3126.412598
	Iteration 12Q: 3 clusters Score -1853093 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1853355.625000 Penalty: 3126.412598
	Iteration 13Q: 3 clusters Score -1853356 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1853519.125000 Penalty: 3126.412598
	Iteration 14Q: 3 clusters Score -1853519 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1853649.125000 Penalty: 3126.412598
	Iteration 15Q: 3 clusters Score -1853649 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1853734.250000 Penalty: 3126.412598
	Iteration 16Q: 3 clusters Score -1853734 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1853800.375000 Penalty: 3126.412598
	Iteration 17Q: 3 clusters Score -1853800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1853859.875000 Penalty: 3126.412598
	Iteration 18Q: 3 clusters Score -1853860 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1853930.875000 Penalty: 3126.412598
	Iteration 19Q: 3 clusters Score -1853931 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1853994.625000 Penalty: 3126.412598
	Iteration 20F: 3 clusters Score -1853995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1854041.250000 Penalty: 3126.412598
	Iteration 21Q: 3 clusters Score -1854041 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1854088.375000 Penalty: 3126.412598
	Iteration 22Q: 3 clusters Score -1854088 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1854117.375000 Penalty: 3126.412598
	Iteration 23Q: 3 clusters Score -1854117 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1854159.000000 Penalty: 3126.412598
	Iteration 24Q: 3 clusters Score -1854159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1854185.500000 Penalty: 3126.412598
	Iteration 25Q: 3 clusters Score -1854186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1854214.000000 Penalty: 3126.412598
	Iteration 26Q: 3 clusters Score -1854214 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1854231.875000 Penalty: 3126.412598
	Iteration 27Q: 3 clusters Score -1854232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1854253.375000 Penalty: 3126.412598
	Iteration 28Q: 3 clusters Score -1854253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1854277.500000 Penalty: 3126.412598
	Iteration 29Q: 3 clusters Score -1854278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1854295.000000 Penalty: 3126.412598
	Iteration 30Q: 3 clusters Score -1854295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1854314.500000 Penalty: 3126.412598
	Iteration 31Q: 3 clusters Score -1854314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1854320.625000 Penalty: 3126.412598
	Iteration 32Q: 3 clusters Score -1854321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1854335.000000 Penalty: 3126.412598
	Iteration 33Q: 3 clusters Score -1854335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1854349.875000 Penalty: 3126.412598
	Iteration 34Q: 3 clusters Score -1854350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1854364.750000 Penalty: 3126.412598
	Iteration 35Q: 3 clusters Score -1854365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1854379.125000 Penalty: 3126.412598
	Iteration 36Q: 3 clusters Score -1854379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1854384.250000 Penalty: 3126.412598
	Iteration 37Q: 3 clusters Score -1854384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1854397.375000 Penalty: 3126.412598
	Iteration 38Q: 3 clusters Score -1854397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1854411.375000 Penalty: 3126.412598
	Iteration 39Q: 3 clusters Score -1854411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1854424.625000 Penalty: 3126.412598
	Iteration 40F: 3 clusters Score -1854425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1854434.750000 Penalty: 3126.412598
	Iteration 41Q: 3 clusters Score -1854435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1854444.250000 Penalty: 3126.412598
	Iteration 42Q: 3 clusters Score -1854444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1854457.750000 Penalty: 3126.412598
	Iteration 43Q: 3 clusters Score -1854458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1854471.375000 Penalty: 3126.412598
	Iteration 44Q: 3 clusters Score -1854471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1854477.000000 Penalty: 3126.412598
	Iteration 45Q: 3 clusters Score -1854477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1854493.000000 Penalty: 3126.412598
	Iteration 46Q: 3 clusters Score -1854493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1854506.250000 Penalty: 3126.412598
	Iteration 47Q: 3 clusters Score -1854506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1854514.000000 Penalty: 3126.412598
	Iteration 48Q: 3 clusters Score -1854514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1854521.625000 Penalty: 3126.412598
	Iteration 49Q: 3 clusters Score -1854522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1854526.500000 Penalty: 3126.412598
	Iteration 50Q: 3 clusters Score -1854526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1854530.375000 Penalty: 3126.412598
	Iteration 51Q: 3 clusters Score -1854530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1854531.750000 Penalty: 3126.412598
	Iteration 52Q: 3 clusters Score -1854532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1854534.500000 Penalty: 3126.412598
	Iteration 53Q: 3 clusters Score -1854534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1854539.500000 Penalty: 3126.412598
	Iteration 54Q: 3 clusters Score -1854540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1854545.500000 Penalty: 3126.412598
	Iteration 55Q: 3 clusters Score -1854546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1854547.875000 Penalty: 3126.412598
	Iteration 56Q: 3 clusters Score -1854548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1854546.125000 Penalty: 3126.412598
	Iteration 57Q: 3 clusters Score -1854546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1854548.000000 Penalty: 3126.412598
	Iteration 58Q: 3 clusters Score -1854548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1854553.625000 Penalty: 3126.412598
	Iteration 59Q: 3 clusters Score -1854554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1854556.000000 Penalty: 3126.412598
	Iteration 60F: 3 clusters Score -1854556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1854567.875000 Penalty: 3126.412598
	Iteration 61Q: 3 clusters Score -1854568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1854577.500000 Penalty: 3126.412598
	Iteration 62Q: 3 clusters Score -1854578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1854580.875000 Penalty: 3126.412598
	Iteration 63Q: 3 clusters Score -1854581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1854590.000000 Penalty: 3126.412598
	Iteration 64Q: 3 clusters Score -1854590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1854594.375000 Penalty: 3126.412598
	Iteration 65Q: 3 clusters Score -1854594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1854594.000000 Penalty: 3126.412598
	Iteration 66Q: 3 clusters Score -1854594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1854598.500000 Penalty: 3126.412598
	Iteration 67Q: 3 clusters Score -1854598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1854599.375000 Penalty: 3126.412598
	Iteration 68Q: 3 clusters Score -1854599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1854602.625000 Penalty: 3126.412598
	Iteration 69Q: 3 clusters Score -1854603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1854607.250000 Penalty: 3126.412598
	Iteration 70Q: 3 clusters Score -1854607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1854608.625000 Penalty: 3126.412598
	Iteration 71Q: 3 clusters Score -1854609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1854611.000000 Penalty: 3126.412598
	Iteration 72Q: 3 clusters Score -1854611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1854612.625000 Penalty: 3126.412598
	Iteration 73Q: 3 clusters Score -1854613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1854612.625000 Penalty: 3126.412598
	Iteration 74F: 3 clusters Score -1854613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Entering Unmasked Estep 
Score: -349235.468750 Penalty: 1298.138184
	Iteration 0F: 2 clusters Score -349235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -346592.375000 Penalty: 2596.276367
	Iteration 0F: 3 clusters Score -346592.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -347219.312500 Penalty: 2596.276367
	Iteration 1F: 3 clusters Score -347219.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -347418.281250 Penalty: 2596.276367
	Iteration 2F: 3 clusters Score -347418.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -347556.406250 Penalty: 2596.276367
	Iteration 3F: 3 clusters Score -347556.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -347670.875000 Penalty: 2596.276367
	Iteration 4F: 3 clusters Score -347670.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -347776.375000 Penalty: 2596.276367
	Iteration 5Q: 3 clusters Score -347776.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -347863.343750 Penalty: 2596.276367
	Iteration 6Q: 3 clusters Score -347863.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -347944.000000 Penalty: 2596.276367
	Iteration 7Q: 3 clusters Score -347944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -348010.468750 Penalty: 2596.276367
	Iteration 8Q: 3 clusters Score -348010.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -348055.218750 Penalty: 2596.276367
	Iteration 9Q: 3 clusters Score -348055.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -348082.218750 Penalty: 2596.276367
	Iteration 10Q: 3 clusters Score -348082.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -348107.250000 Penalty: 2596.276367
	Iteration 11Q: 3 clusters Score -348107.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -348139.687500 Penalty: 2596.276367
	Iteration 12Q: 3 clusters Score -348139.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -348163.187500 Penalty: 2596.276367
	Iteration 13Q: 3 clusters Score -348163.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -348180.625000 Penalty: 2596.276367
	Iteration 14Q: 3 clusters Score -348180.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -348200.562500 Penalty: 2596.276367
	Iteration 15Q: 3 clusters Score -348200.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -348219.500000 Penalty: 2596.276367
	Iteration 16Q: 3 clusters Score -348219.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -348230.906250 Penalty: 2596.276367
	Iteration 17Q: 3 clusters Score -348230.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -348240.625000 Penalty: 2596.276367
	Iteration 18Q: 3 clusters Score -348240.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -348246.937500 Penalty: 2596.276367
	Iteration 19Q: 3 clusters Score -348246.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -348251.625000 Penalty: 2596.276367
	Iteration 20F: 3 clusters Score -348251.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -348258.937500 Penalty: 2596.276367
	Iteration 21Q: 3 clusters Score -348258.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -348268.593750 Penalty: 2596.276367
	Iteration 22Q: 3 clusters Score -348268.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -348279.437500 Penalty: 2596.276367
	Iteration 23Q: 3 clusters Score -348279.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -348291.531250 Penalty: 2596.276367
	Iteration 24Q: 3 clusters Score -348291.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -348308.000000 Penalty: 2596.276367
	Iteration 25Q: 3 clusters Score -348308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -348323.218750 Penalty: 2596.276367
	Iteration 26Q: 3 clusters Score -348323.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -348340.000000 Penalty: 2596.276367
	Iteration 27Q: 3 clusters Score -348340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -348347.125000 Penalty: 2596.276367
	Iteration 28Q: 3 clusters Score -348347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -348349.937500 Penalty: 2596.276367
	Iteration 29Q: 3 clusters Score -348349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -348352.281250 Penalty: 2596.276367
	Iteration 30Q: 3 clusters Score -348352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -348357.218750 Penalty: 2596.276367
	Iteration 31Q: 3 clusters Score -348357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -348360.812500 Penalty: 2596.276367
	Iteration 32Q: 3 clusters Score -348360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -348362.156250 Penalty: 2596.276367
	Iteration 33Q: 3 clusters Score -348362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -348364.093750 Penalty: 2596.276367
	Iteration 34Q: 3 clusters Score -348364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -348364.406250 Penalty: 2596.276367
	Iteration 35Q: 3 clusters Score -348364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -348366.812500 Penalty: 2596.276367
	Iteration 36Q: 3 clusters Score -348366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -348367.093750 Penalty: 2596.276367
	Iteration 37Q: 3 clusters Score -348367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -348368.875000 Penalty: 2596.276367
	Iteration 38Q: 3 clusters Score -348368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -348370.562500 Penalty: 2596.276367
	Iteration 39Q: 3 clusters Score -348370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -348371.062500 Penalty: 2596.276367
	Iteration 40F: 3 clusters Score -348371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -348371.937500 Penalty: 2596.276367
	Iteration 41Q: 3 clusters Score -348371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -348371.937500 Penalty: 2596.276367
	Iteration 42F: 3 clusters Score -348371.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Entering Unmasked Estep 
Score: -6035570.000000 Penalty: 1750.258057
	Iteration 0F: 2 clusters Score -6035570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -6003715.500000 Penalty: 3500.516113
	Iteration 0F: 3 clusters Score -6003716 nChanged 22413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -6017020.000000 Penalty: 3500.516113
	Iteration 1F: 3 clusters Score -6017020 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -6018310.500000 Penalty: 3500.516113
	Iteration 2F: 3 clusters Score -6018310 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -6020248.500000 Penalty: 3500.516113
	Iteration 3F: 3 clusters Score -6020248 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -6023045.500000 Penalty: 3500.516113
	Iteration 4F: 3 clusters Score -6023046 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -6026021.000000 Penalty: 3500.516113
	Iteration 5F: 3 clusters Score -6026021 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -6028528.000000 Penalty: 3500.516113
	Iteration 6F: 3 clusters Score -6028528 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -6030122.500000 Penalty: 3500.516113
	Iteration 7Q: 3 clusters Score -6030122 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -6031095.000000 Penalty: 3500.516113
	Iteration 8Q: 3 clusters Score -6031095 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -6031619.500000 Penalty: 3500.516113
	Iteration 9Q: 3 clusters Score -6031620 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -6031964.000000 Penalty: 3500.516113
	Iteration 10Q: 3 clusters Score -6031964 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -6032196.500000 Penalty: 3500.516113
	Iteration 11Q: 3 clusters Score -6032196 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -6032369.000000 Penalty: 3500.516113
	Iteration 12Q: 3 clusters Score -6032369 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -6032490.500000 Penalty: 3500.516113
	Iteration 13Q: 3 clusters Score -6032490 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -6032649.000000 Penalty: 3500.516113
	Iteration 14Q: 3 clusters Score -6032649 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -6032770.500000 Penalty: 3500.516113
	Iteration 15Q: 3 clusters Score -6032770 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -6032869.500000 Penalty: 3500.516113
	Iteration 16Q: 3 clusters Score -6032870 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -6032993.000000 Penalty: 3500.516113
	Iteration 17Q: 3 clusters Score -6032993 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -6033130.000000 Penalty: 3500.516113
	Iteration 18Q: 3 clusters Score -6033130 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -6033251.500000 Penalty: 3500.516113
	Iteration 19Q: 3 clusters Score -6033252 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -6033354.000000 Penalty: 3500.516113
	Iteration 20F: 3 clusters Score -6033354 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -6033435.500000 Penalty: 3500.516113
	Iteration 21Q: 3 clusters Score -6033436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -6033538.000000 Penalty: 3500.516113
	Iteration 22Q: 3 clusters Score -6033538 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -6033623.000000 Penalty: 3500.516113
	Iteration 23Q: 3 clusters Score -6033623 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -6033708.000000 Penalty: 3500.516113
	Iteration 24Q: 3 clusters Score -6033708 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -6033741.500000 Penalty: 3500.516113
	Iteration 25Q: 3 clusters Score -6033742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -6033802.500000 Penalty: 3500.516113
	Iteration 26Q: 3 clusters Score -6033802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -6033826.500000 Penalty: 3500.516113
	Iteration 27Q: 3 clusters Score -6033826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -6033839.000000 Penalty: 3500.516113
	Iteration 28Q: 3 clusters Score -6033839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -6033852.000000 Penalty: 3500.516113
	Iteration 29Q: 3 clusters Score -6033852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -6033870.000000 Penalty: 3500.516113
	Iteration 30Q: 3 clusters Score -6033870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -6033882.000000 Penalty: 3500.516113
	Iteration 31Q: 3 clusters Score -6033882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -6033889.500000 Penalty: 3500.516113
	Iteration 32Q: 3 clusters Score -6033890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6033895.000000 Penalty: 3500.516113
	Iteration 33Q: 3 clusters Score -6033895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6033901.500000 Penalty: 3500.516113
	Iteration 34Q: 3 clusters Score -6033902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -6033899.500000 Penalty: 3500.516113
	Iteration 35Q: 3 clusters Score -6033900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6033909.000000 Penalty: 3500.516113
	Iteration 36Q: 3 clusters Score -6033909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -6033923.000000 Penalty: 3500.516113
	Iteration 37Q: 3 clusters Score -6033923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -6033921.500000 Penalty: 3500.516113
	Iteration 38Q: 3 clusters Score -6033922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -6033919.500000 Penalty: 3500.516113
	Iteration 39Q: 3 clusters Score -6033920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -6033921.500000 Penalty: 3500.516113
	Iteration 40F: 3 clusters Score -6033922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -6033924.000000 Penalty: 3500.516113
	Iteration 41Q: 3 clusters Score -6033924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -6033925.000000 Penalty: 3500.516113
	Iteration 42Q: 3 clusters Score -6033925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -6033924.000000 Penalty: 3500.516113
	Iteration 43Q: 3 clusters Score -6033924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -6033921.000000 Penalty: 3500.516113
	Iteration 44Q: 3 clusters Score -6033921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -6033925.500000 Penalty: 3500.516113
	Iteration 45Q: 3 clusters Score -6033926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -6033930.000000 Penalty: 3500.516113
	Iteration 46Q: 3 clusters Score -6033930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6033943.000000 Penalty: 3500.516113
	Iteration 47Q: 3 clusters Score -6033943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -6033939.500000 Penalty: 3500.516113
	Iteration 48Q: 3 clusters Score -6033940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -6033944.000000 Penalty: 3500.516113
	Iteration 49Q: 3 clusters Score -6033944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -6033945.500000 Penalty: 3500.516113
	Iteration 50Q: 3 clusters Score -6033946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -6033943.000000 Penalty: 3500.516113
	Iteration 51Q: 3 clusters Score -6033943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -6033965.500000 Penalty: 3500.516113
	Iteration 52Q: 3 clusters Score -6033966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -6033968.500000 Penalty: 3500.516113
	Iteration 53Q: 3 clusters Score -6033968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -6033962.000000 Penalty: 3500.516113
	Iteration 54Q: 3 clusters Score -6033962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -6033964.500000 Penalty: 3500.516113
	Iteration 55Q: 3 clusters Score -6033964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -6033962.500000 Penalty: 3500.516113
	Iteration 56Q: 3 clusters Score -6033962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -6033957.500000 Penalty: 3500.516113
	Iteration 57Q: 3 clusters Score -6033958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -6033958.000000 Penalty: 3500.516113
	Iteration 58Q: 3 clusters Score -6033958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -6033959.500000 Penalty: 3500.516113
	Iteration 59Q: 3 clusters Score -6033960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -6033965.500000 Penalty: 3500.516113
	Iteration 60F: 3 clusters Score -6033966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -6033964.500000 Penalty: 3500.516113
	Iteration 61Q: 3 clusters Score -6033964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -6033961.000000 Penalty: 3500.516113
	Iteration 62Q: 3 clusters Score -6033961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -6033963.500000 Penalty: 3500.516113
	Iteration 63Q: 3 clusters Score -6033964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -6033964.500000 Penalty: 3500.516113
	Iteration 64Q: 3 clusters Score -6033964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -6033965.500000 Penalty: 3500.516113
	Iteration 65Q: 3 clusters Score -6033966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6033967.000000 Penalty: 3500.516113
	Iteration 66Q: 3 clusters Score -6033967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -6033964.000000 Penalty: 3500.516113
	Iteration 67Q: 3 clusters Score -6033964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -6033970.500000 Penalty: 3500.516113
	Iteration 68Q: 3 clusters Score -6033970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -6033970.500000 Penalty: 3500.516113
	Iteration 69F: 3 clusters Score -6033970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Entering Unmasked Estep 
Score: -7612695.000000 Penalty: 1785.123779
	Iteration 0F: 2 clusters Score -7612695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -7574619.000000 Penalty: 3570.247559
	Iteration 0F: 3 clusters Score -7574619 nChanged 27731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -7590414.000000 Penalty: 3570.247559
	Iteration 1F: 3 clusters Score -7590414 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -7590957.000000 Penalty: 3570.247559
	Iteration 2Q: 3 clusters Score -7590957 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -7591749.000000 Penalty: 3570.247559
	Iteration 3Q: 3 clusters Score -7591749 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -7593067.000000 Penalty: 3570.247559
	Iteration 4Q: 3 clusters Score -7593067 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -7595288.000000 Penalty: 3570.247559
	Iteration 5F: 3 clusters Score -7595288 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -7598929.500000 Penalty: 3570.247559
	Iteration 6F: 3 clusters Score -7598930 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -7603454.000000 Penalty: 3570.247559
	Iteration 7F: 3 clusters Score -7603454 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -7607276.500000 Penalty: 3570.247559
	Iteration 8F: 3 clusters Score -7607276 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -7609418.000000 Penalty: 3570.247559
	Iteration 9Q: 3 clusters Score -7609418 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -7610392.500000 Penalty: 3570.247559
	Iteration 10Q: 3 clusters Score -7610392 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -7610826.500000 Penalty: 3570.247559
	Iteration 11Q: 3 clusters Score -7610826 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -7610994.500000 Penalty: 3570.247559
	Iteration 12Q: 3 clusters Score -7610994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -7611080.000000 Penalty: 3570.247559
	Iteration 13Q: 3 clusters Score -7611080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -7611127.000000 Penalty: 3570.247559
	Iteration 14Q: 3 clusters Score -7611127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -7611183.500000 Penalty: 3570.247559
	Iteration 15Q: 3 clusters Score -7611184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -7611221.500000 Penalty: 3570.247559
	Iteration 16Q: 3 clusters Score -7611222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -7611238.500000 Penalty: 3570.247559
	Iteration 17Q: 3 clusters Score -7611238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -7611251.000000 Penalty: 3570.247559
	Iteration 18Q: 3 clusters Score -7611251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -7611268.500000 Penalty: 3570.247559
	Iteration 19Q: 3 clusters Score -7611268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -7611276.000000 Penalty: 3570.247559
	Iteration 20F: 3 clusters Score -7611276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -7611280.000000 Penalty: 3570.247559
	Iteration 21Q: 3 clusters Score -7611280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -7611292.000000 Penalty: 3570.247559
	Iteration 22Q: 3 clusters Score -7611292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -7611294.000000 Penalty: 3570.247559
	Iteration 23Q: 3 clusters Score -7611294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -7611296.500000 Penalty: 3570.247559
	Iteration 24Q: 3 clusters Score -7611296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -7611294.000000 Penalty: 3570.247559
	Iteration 25Q: 3 clusters Score -7611294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -7611304.500000 Penalty: 3570.247559
	Iteration 26Q: 3 clusters Score -7611304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -7611307.500000 Penalty: 3570.247559
	Iteration 27Q: 3 clusters Score -7611308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -7611314.000000 Penalty: 3570.247559
	Iteration 28Q: 3 clusters Score -7611314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -7611326.500000 Penalty: 3570.247559
	Iteration 29Q: 3 clusters Score -7611326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -7611327.500000 Penalty: 3570.247559
	Iteration 30Q: 3 clusters Score -7611328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -7611337.500000 Penalty: 3570.247559
	Iteration 31Q: 3 clusters Score -7611338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -7611340.000000 Penalty: 3570.247559
	Iteration 32Q: 3 clusters Score -7611340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -7611338.500000 Penalty: 3570.247559
	Iteration 33Q: 3 clusters Score -7611338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -7611342.000000 Penalty: 3570.247559
	Iteration 34Q: 3 clusters Score -7611342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -7611341.500000 Penalty: 3570.247559
	Iteration 35Q: 3 clusters Score -7611342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -7611343.000000 Penalty: 3570.247559
	Iteration 36Q: 3 clusters Score -7611343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -7611343.000000 Penalty: 3570.247559
	Iteration 37F: 3 clusters Score -7611343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Entering Unmasked Estep 
Score: -4603278.000000 Penalty: 1703.858643
	Iteration 0F: 2 clusters Score -4603278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4579173.500000 Penalty: 3407.717285
	Iteration 0F: 3 clusters Score -4579174 nChanged 16604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4588477.500000 Penalty: 3407.717285
	Iteration 1F: 3 clusters Score -4588478 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4588791.000000 Penalty: 3407.717285
	Iteration 2Q: 3 clusters Score -4588791 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4589085.500000 Penalty: 3407.717285
	Iteration 3Q: 3 clusters Score -4589086 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -4589369.000000 Penalty: 3407.717285
	Iteration 4Q: 3 clusters Score -4589369 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4589779.500000 Penalty: 3407.717285
	Iteration 5Q: 3 clusters Score -4589780 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4590243.000000 Penalty: 3407.717285
	Iteration 6Q: 3 clusters Score -4590243 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4590967.000000 Penalty: 3407.717285
	Iteration 7Q: 3 clusters Score -4590967 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -4592208.500000 Penalty: 3407.717285
	Iteration 8F: 3 clusters Score -4592208 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4594243.500000 Penalty: 3407.717285
	Iteration 9F: 3 clusters Score -4594244 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4596913.500000 Penalty: 3407.717285
	Iteration 10F: 3 clusters Score -4596914 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4599370.000000 Penalty: 3407.717285
	Iteration 11F: 3 clusters Score -4599370 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4600820.000000 Penalty: 3407.717285
	Iteration 12Q: 3 clusters Score -4600820 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4601411.000000 Penalty: 3407.717285
	Iteration 13Q: 3 clusters Score -4601411 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4601603.500000 Penalty: 3407.717285
	Iteration 14Q: 3 clusters Score -4601604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4601699.500000 Penalty: 3407.717285
	Iteration 15Q: 3 clusters Score -4601700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4601754.000000 Penalty: 3407.717285
	Iteration 16Q: 3 clusters Score -4601754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4601780.500000 Penalty: 3407.717285
	Iteration 17Q: 3 clusters Score -4601780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4601785.000000 Penalty: 3407.717285
	Iteration 18Q: 3 clusters Score -4601785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4601787.500000 Penalty: 3407.717285
	Iteration 19Q: 3 clusters Score -4601788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4601787.500000 Penalty: 3407.717285
	Iteration 20F: 3 clusters Score -4601788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -14519.591797 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -14519.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14031.532227 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -14031.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14163.091797 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -14163.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14212.724609 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -14212.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14268.390625 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -14268.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14350.743164 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -14350.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14408.046875 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -14408.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14435.749023 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -14435.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14467.941406 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -14467.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14487.794922 Penalty: 1687.711060
	Iteration 8Q: 3 clusters Score -14487.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14528.558594 Penalty: 1687.711060
	Iteration 9Q: 3 clusters Score -14528.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14528.558594 Penalty: 1687.711060
	Iteration 10F: 3 clusters Score -14528.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 15059 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 47611 members 
Mstep: Class 5 contains 59005 members 
Mstep: Class 6 contains 35785 members 
Mstep: Class 7 contains 61 members 
Mstep: Class 8 contains 7832 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31151 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 4501 members 
Mstep: Class 13 contains 30983 members 
Mstep: Class 14 contains 62636 members 
Mstep: Class 15 contains 80809 members 
Mstep: Class 16 contains 54840 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 14025 members 
Entering Unmasked Estep 
Score: -65802660.000000 Penalty: 40671.453125
Splitting cluster 7 changes total score from -65804044.000000 to -65802660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Entering Unmasked Estep 
Score: -1011247.000000 Penalty: 1456.970581
	Iteration 0F: 2 clusters Score -1011247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1005405.000000 Penalty: 2913.941162
	Iteration 0F: 3 clusters Score -1005405 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1007094.687500 Penalty: 2913.941162
	Iteration 1F: 3 clusters Score -1007095 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1007280.500000 Penalty: 2913.941162
	Iteration 2F: 3 clusters Score -1007280 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1007423.937500 Penalty: 2913.941162
	Iteration 3Q: 3 clusters Score -1007424 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1007531.437500 Penalty: 2913.941162
	Iteration 4Q: 3 clusters Score -1007531 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1007617.000000 Penalty: 2913.941162
	Iteration 5Q: 3 clusters Score -1007617 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1007694.750000 Penalty: 2913.941162
	Iteration 6Q: 3 clusters Score -1007695 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1007780.500000 Penalty: 2913.941162
	Iteration 7Q: 3 clusters Score -1007780 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1007869.562500 Penalty: 2913.941162
	Iteration 8Q: 3 clusters Score -1007870 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1007960.062500 Penalty: 2913.941162
	Iteration 9Q: 3 clusters Score -1007960 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1008057.062500 Penalty: 2913.941162
	Iteration 10Q: 3 clusters Score -1008057 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1008163.187500 Penalty: 2913.941162
	Iteration 11Q: 3 clusters Score -1008163 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1008291.000000 Penalty: 2913.941162
	Iteration 12Q: 3 clusters Score -1008291 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1008424.187500 Penalty: 2913.941162
	Iteration 13Q: 3 clusters Score -1008424 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1008561.437500 Penalty: 2913.941162
	Iteration 14Q: 3 clusters Score -1008561 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1008722.125000 Penalty: 2913.941162
	Iteration 15Q: 3 clusters Score -1008722 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1008872.000000 Penalty: 2913.941162
	Iteration 16Q: 3 clusters Score -1008872 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1009018.750000 Penalty: 2913.941162
	Iteration 17Q: 3 clusters Score -1009019 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1009168.687500 Penalty: 2913.941162
	Iteration 18Q: 3 clusters Score -1009169 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1009325.500000 Penalty: 2913.941162
	Iteration 19Q: 3 clusters Score -1009326 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1009470.812500 Penalty: 2913.941162
	Iteration 20F: 3 clusters Score -1009471 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1009589.625000 Penalty: 2913.941162
	Iteration 21Q: 3 clusters Score -1009590 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1009668.750000 Penalty: 2913.941162
	Iteration 22Q: 3 clusters Score -1009669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1009731.375000 Penalty: 2913.941162
	Iteration 23Q: 3 clusters Score -1009731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1009785.500000 Penalty: 2913.941162
	Iteration 24Q: 3 clusters Score -1009786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1009820.687500 Penalty: 2913.941162
	Iteration 25Q: 3 clusters Score -1009821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1009846.875000 Penalty: 2913.941162
	Iteration 26Q: 3 clusters Score -1009847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1009872.375000 Penalty: 2913.941162
	Iteration 27Q: 3 clusters Score -1009872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1009885.687500 Penalty: 2913.941162
	Iteration 28Q: 3 clusters Score -1009886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1009900.875000 Penalty: 2913.941162
	Iteration 29Q: 3 clusters Score -1009901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1009915.500000 Penalty: 2913.941162
	Iteration 30Q: 3 clusters Score -1009916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1009936.375000 Penalty: 2913.941162
	Iteration 31Q: 3 clusters Score -1009936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1009951.687500 Penalty: 2913.941162
	Iteration 32Q: 3 clusters Score -1009952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1009960.812500 Penalty: 2913.941162
	Iteration 33Q: 3 clusters Score -1009961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1009968.562500 Penalty: 2913.941162
	Iteration 34Q: 3 clusters Score -1009969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1009974.625000 Penalty: 2913.941162
	Iteration 35Q: 3 clusters Score -1009975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1009978.750000 Penalty: 2913.941162
	Iteration 36Q: 3 clusters Score -1009979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1009983.937500 Penalty: 2913.941162
	Iteration 37Q: 3 clusters Score -1009984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1009989.812500 Penalty: 2913.941162
	Iteration 38Q: 3 clusters Score -1009990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1009990.375000 Penalty: 2913.941162
	Iteration 39Q: 3 clusters Score -1009990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1009994.750000 Penalty: 2913.941162
	Iteration 40F: 3 clusters Score -1009995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1009998.062500 Penalty: 2913.941162
	Iteration 41Q: 3 clusters Score -1009998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1010001.375000 Penalty: 2913.941162
	Iteration 42Q: 3 clusters Score -1010001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1010003.500000 Penalty: 2913.941162
	Iteration 43Q: 3 clusters Score -1010004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1010007.062500 Penalty: 2913.941162
	Iteration 44Q: 3 clusters Score -1010007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1010007.812500 Penalty: 2913.941162
	Iteration 45Q: 3 clusters Score -1010008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1010007.812500 Penalty: 2913.941162
	Iteration 46F: 3 clusters Score -1010008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -71410.984375 Penalty: 1046.912720
	Iteration 0F: 2 clusters Score -71410.98 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 322 members 
Entering Unmasked Estep 
Score: -70295.585938 Penalty: 2093.825439
	Iteration 0F: 3 clusters Score -70295.59 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70565.867188 Penalty: 2093.825439
	Iteration 1F: 3 clusters Score -70565.87 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70677.984375 Penalty: 2093.825439
	Iteration 2F: 3 clusters Score -70677.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70804.890625 Penalty: 2093.825439
	Iteration 3F: 3 clusters Score -70804.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70923.703125 Penalty: 2093.825439
	Iteration 4F: 3 clusters Score -70923.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70997.335938 Penalty: 2093.825439
	Iteration 5Q: 3 clusters Score -70997.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71078.929688 Penalty: 2093.825439
	Iteration 6Q: 3 clusters Score -71078.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71104.585938 Penalty: 2093.825439
	Iteration 7Q: 3 clusters Score -71104.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71130.414062 Penalty: 2093.825439
	Iteration 8Q: 3 clusters Score -71130.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71141.429688 Penalty: 2093.825439
	Iteration 9Q: 3 clusters Score -71141.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71149.304688 Penalty: 2093.825439
	Iteration 10Q: 3 clusters Score -71149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71158.585938 Penalty: 2093.825439
	Iteration 11Q: 3 clusters Score -71158.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71162.414062 Penalty: 2093.825439
	Iteration 12Q: 3 clusters Score -71162.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71164.523438 Penalty: 2093.825439
	Iteration 13Q: 3 clusters Score -71164.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71168.242188 Penalty: 2093.825439
	Iteration 14Q: 3 clusters Score -71168.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71171.164062 Penalty: 2093.825439
	Iteration 15Q: 3 clusters Score -71171.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71172.539062 Penalty: 2093.825439
	Iteration 16Q: 3 clusters Score -71172.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71172.539062 Penalty: 2093.825439
	Iteration 17F: 3 clusters Score -71172.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Entering Unmasked Estep 
Score: -3959904.750000 Penalty: 1681.322754
	Iteration 0F: 2 clusters Score -3959905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3938785.750000 Penalty: 3362.645508
	Iteration 0F: 3 clusters Score -3938786 nChanged 14470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3946816.500000 Penalty: 3362.645508
	Iteration 1F: 3 clusters Score -3946816 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3947262.250000 Penalty: 3362.645508
	Iteration 2Q: 3 clusters Score -3947262 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3947699.250000 Penalty: 3362.645508
	Iteration 3Q: 3 clusters Score -3947699 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3948112.000000 Penalty: 3362.645508
	Iteration 4Q: 3 clusters Score -3948112 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3948498.000000 Penalty: 3362.645508
	Iteration 5Q: 3 clusters Score -3948498 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3948889.750000 Penalty: 3362.645508
	Iteration 6Q: 3 clusters Score -3948890 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3949342.500000 Penalty: 3362.645508
	Iteration 7Q: 3 clusters Score -3949342 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3949849.000000 Penalty: 3362.645508
	Iteration 8Q: 3 clusters Score -3949849 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3950568.750000 Penalty: 3362.645508
	Iteration 9Q: 3 clusters Score -3950569 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3951388.250000 Penalty: 3362.645508
	Iteration 10Q: 3 clusters Score -3951388 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3952325.000000 Penalty: 3362.645508
	Iteration 11Q: 3 clusters Score -3952325 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3953209.750000 Penalty: 3362.645508
	Iteration 12Q: 3 clusters Score -3953210 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3953818.250000 Penalty: 3362.645508
	Iteration 13Q: 3 clusters Score -3953818 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3954158.000000 Penalty: 3362.645508
	Iteration 14Q: 3 clusters Score -3954158 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3954356.250000 Penalty: 3362.645508
	Iteration 15Q: 3 clusters Score -3954356 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3954512.750000 Penalty: 3362.645508
	Iteration 16Q: 3 clusters Score -3954513 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3954681.250000 Penalty: 3362.645508
	Iteration 17Q: 3 clusters Score -3954681 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3954845.250000 Penalty: 3362.645508
	Iteration 18Q: 3 clusters Score -3954845 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3955016.250000 Penalty: 3362.645508
	Iteration 19Q: 3 clusters Score -3955016 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3955181.500000 Penalty: 3362.645508
	Iteration 20F: 3 clusters Score -3955182 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -3955323.500000 Penalty: 3362.645508
	Iteration 21Q: 3 clusters Score -3955324 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3955499.500000 Penalty: 3362.645508
	Iteration 22Q: 3 clusters Score -3955500 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3955701.250000 Penalty: 3362.645508
	Iteration 23Q: 3 clusters Score -3955701 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3955895.750000 Penalty: 3362.645508
	Iteration 24Q: 3 clusters Score -3955896 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3956104.500000 Penalty: 3362.645508
	Iteration 25Q: 3 clusters Score -3956104 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3956290.500000 Penalty: 3362.645508
	Iteration 26Q: 3 clusters Score -3956290 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3956509.500000 Penalty: 3362.645508
	Iteration 27Q: 3 clusters Score -3956510 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3956729.000000 Penalty: 3362.645508
	Iteration 28Q: 3 clusters Score -3956729 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3956952.750000 Penalty: 3362.645508
	Iteration 29Q: 3 clusters Score -3956953 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3957149.250000 Penalty: 3362.645508
	Iteration 30Q: 3 clusters Score -3957149 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3957360.000000 Penalty: 3362.645508
	Iteration 31Q: 3 clusters Score -3957360 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3957553.000000 Penalty: 3362.645508
	Iteration 32Q: 3 clusters Score -3957553 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3957690.000000 Penalty: 3362.645508
	Iteration 33Q: 3 clusters Score -3957690 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3957809.250000 Penalty: 3362.645508
	Iteration 34Q: 3 clusters Score -3957809 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3957893.750000 Penalty: 3362.645508
	Iteration 35Q: 3 clusters Score -3957894 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3957989.750000 Penalty: 3362.645508
	Iteration 36Q: 3 clusters Score -3957990 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3958058.250000 Penalty: 3362.645508
	Iteration 37Q: 3 clusters Score -3958058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3958129.750000 Penalty: 3362.645508
	Iteration 38Q: 3 clusters Score -3958130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3958194.750000 Penalty: 3362.645508
	Iteration 39Q: 3 clusters Score -3958195 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3958241.500000 Penalty: 3362.645508
	Iteration 40F: 3 clusters Score -3958242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3958262.500000 Penalty: 3362.645508
	Iteration 41Q: 3 clusters Score -3958262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3958301.250000 Penalty: 3362.645508
	Iteration 42Q: 3 clusters Score -3958301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3958333.500000 Penalty: 3362.645508
	Iteration 43Q: 3 clusters Score -3958334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3958363.750000 Penalty: 3362.645508
	Iteration 44Q: 3 clusters Score -3958364 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3958390.500000 Penalty: 3362.645508
	Iteration 45Q: 3 clusters Score -3958390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3958413.500000 Penalty: 3362.645508
	Iteration 46Q: 3 clusters Score -3958414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3958433.750000 Penalty: 3362.645508
	Iteration 47Q: 3 clusters Score -3958434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3958453.750000 Penalty: 3362.645508
	Iteration 48Q: 3 clusters Score -3958454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3958453.750000 Penalty: 3362.645508
	Iteration 49Q: 3 clusters Score -3958454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3958458.500000 Penalty: 3362.645508
	Iteration 50Q: 3 clusters Score -3958458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3958460.750000 Penalty: 3362.645508
	Iteration 51Q: 3 clusters Score -3958461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3958462.750000 Penalty: 3362.645508
	Iteration 52Q: 3 clusters Score -3958463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3958468.500000 Penalty: 3362.645508
	Iteration 53Q: 3 clusters Score -3958468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3958464.000000 Penalty: 3362.645508
	Iteration 54Q: 3 clusters Score -3958464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3958468.750000 Penalty: 3362.645508
	Iteration 55Q: 3 clusters Score -3958469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3958471.000000 Penalty: 3362.645508
	Iteration 56Q: 3 clusters Score -3958471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3958473.750000 Penalty: 3362.645508
	Iteration 57Q: 3 clusters Score -3958474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3958478.500000 Penalty: 3362.645508
	Iteration 58Q: 3 clusters Score -3958478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3958476.250000 Penalty: 3362.645508
	Iteration 59Q: 3 clusters Score -3958476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3958477.500000 Penalty: 3362.645508
	Iteration 60F: 3 clusters Score -3958478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3958478.750000 Penalty: 3362.645508
	Iteration 61Q: 3 clusters Score -3958479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3958483.750000 Penalty: 3362.645508
	Iteration 62Q: 3 clusters Score -3958484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3958487.500000 Penalty: 3362.645508
	Iteration 63Q: 3 clusters Score -3958488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3958488.000000 Penalty: 3362.645508
	Iteration 64Q: 3 clusters Score -3958488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3958492.750000 Penalty: 3362.645508
	Iteration 65Q: 3 clusters Score -3958493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3958491.750000 Penalty: 3362.645508
	Iteration 66Q: 3 clusters Score -3958492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3958492.250000 Penalty: 3362.645508
	Iteration 67Q: 3 clusters Score -3958492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3958497.750000 Penalty: 3362.645508
	Iteration 68Q: 3 clusters Score -3958498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3958498.250000 Penalty: 3362.645508
	Iteration 69Q: 3 clusters Score -3958498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3958499.500000 Penalty: 3362.645508
	Iteration 70Q: 3 clusters Score -3958500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3958500.250000 Penalty: 3362.645508
	Iteration 71Q: 3 clusters Score -3958500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3958499.250000 Penalty: 3362.645508
	Iteration 72Q: 3 clusters Score -3958499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3958501.250000 Penalty: 3362.645508
	Iteration 73Q: 3 clusters Score -3958501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3958501.250000 Penalty: 3362.645508
	Iteration 74F: 3 clusters Score -3958501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Entering Unmasked Estep 
Score: -834220.750000 Penalty: 1429.454224
	Iteration 0F: 2 clusters Score -834220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -829141.937500 Penalty: 2858.908447
	Iteration 0F: 3 clusters Score -829141.9 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -830682.812500 Penalty: 2858.908447
	Iteration 1F: 3 clusters Score -830682.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -830919.187500 Penalty: 2858.908447
	Iteration 2F: 3 clusters Score -830919.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -831093.312500 Penalty: 2858.908447
	Iteration 3F: 3 clusters Score -831093.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -831258.437500 Penalty: 2858.908447
	Iteration 4Q: 3 clusters Score -831258.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -831410.437500 Penalty: 2858.908447
	Iteration 5Q: 3 clusters Score -831410.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -831570.250000 Penalty: 2858.908447
	Iteration 6Q: 3 clusters Score -831570.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -831734.187500 Penalty: 2858.908447
	Iteration 7Q: 3 clusters Score -831734.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -831934.312500 Penalty: 2858.908447
	Iteration 8Q: 3 clusters Score -831934.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -832174.187500 Penalty: 2858.908447
	Iteration 9Q: 3 clusters Score -832174.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -832401.625000 Penalty: 2858.908447
	Iteration 10Q: 3 clusters Score -832401.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -832594.187500 Penalty: 2858.908447
	Iteration 11Q: 3 clusters Score -832594.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -832733.812500 Penalty: 2858.908447
	Iteration 12Q: 3 clusters Score -832733.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -832820.375000 Penalty: 2858.908447
	Iteration 13Q: 3 clusters Score -832820.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -832883.062500 Penalty: 2858.908447
	Iteration 14Q: 3 clusters Score -832883.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -832943.250000 Penalty: 2858.908447
	Iteration 15Q: 3 clusters Score -832943.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -833002.625000 Penalty: 2858.908447
	Iteration 16Q: 3 clusters Score -833002.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -833066.062500 Penalty: 2858.908447
	Iteration 17Q: 3 clusters Score -833066.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -833119.187500 Penalty: 2858.908447
	Iteration 18Q: 3 clusters Score -833119.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -833153.937500 Penalty: 2858.908447
	Iteration 19Q: 3 clusters Score -833153.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -833183.312500 Penalty: 2858.908447
	Iteration 20F: 3 clusters Score -833183.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -833222.187500 Penalty: 2858.908447
	Iteration 21Q: 3 clusters Score -833222.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -833272.062500 Penalty: 2858.908447
	Iteration 22Q: 3 clusters Score -833272.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -833332.875000 Penalty: 2858.908447
	Iteration 23Q: 3 clusters Score -833332.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -833382.375000 Penalty: 2858.908447
	Iteration 24Q: 3 clusters Score -833382.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -833411.625000 Penalty: 2858.908447
	Iteration 25Q: 3 clusters Score -833411.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -833436.062500 Penalty: 2858.908447
	Iteration 26Q: 3 clusters Score -833436.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -833462.437500 Penalty: 2858.908447
	Iteration 27Q: 3 clusters Score -833462.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -833481.187500 Penalty: 2858.908447
	Iteration 28Q: 3 clusters Score -833481.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -833501.875000 Penalty: 2858.908447
	Iteration 29Q: 3 clusters Score -833501.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -833529.812500 Penalty: 2858.908447
	Iteration 30Q: 3 clusters Score -833529.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -833548.625000 Penalty: 2858.908447
	Iteration 31Q: 3 clusters Score -833548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -833562.375000 Penalty: 2858.908447
	Iteration 32Q: 3 clusters Score -833562.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -833573.875000 Penalty: 2858.908447
	Iteration 33Q: 3 clusters Score -833573.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -833577.375000 Penalty: 2858.908447
	Iteration 34Q: 3 clusters Score -833577.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -833579.062500 Penalty: 2858.908447
	Iteration 35Q: 3 clusters Score -833579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -833581.625000 Penalty: 2858.908447
	Iteration 36Q: 3 clusters Score -833581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -833581.062500 Penalty: 2858.908447
	Iteration 37Q: 3 clusters Score -833581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -833582.500000 Penalty: 2858.908447
	Iteration 38Q: 3 clusters Score -833582.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -833583.062500 Penalty: 2858.908447
	Iteration 39Q: 3 clusters Score -833583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -833582.125000 Penalty: 2858.908447
	Iteration 40F: 3 clusters Score -833582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -583709.187500 Penalty: 1366.958984
	Iteration 0F: 2 clusters Score -583709.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -580014.875000 Penalty: 2733.917969
	Iteration 0F: 3 clusters Score -580014.9 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -580933.750000 Penalty: 2733.917969
	Iteration 1F: 3 clusters Score -580933.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -581054.625000 Penalty: 2733.917969
	Iteration 2F: 3 clusters Score -581054.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -581137.625000 Penalty: 2733.917969
	Iteration 3Q: 3 clusters Score -581137.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -581202.437500 Penalty: 2733.917969
	Iteration 4Q: 3 clusters Score -581202.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -581244.562500 Penalty: 2733.917969
	Iteration 5Q: 3 clusters Score -581244.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -581280.062500 Penalty: 2733.917969
	Iteration 6Q: 3 clusters Score -581280.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -581307.812500 Penalty: 2733.917969
	Iteration 7Q: 3 clusters Score -581307.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -581333.562500 Penalty: 2733.917969
	Iteration 8Q: 3 clusters Score -581333.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -581357.687500 Penalty: 2733.917969
	Iteration 9Q: 3 clusters Score -581357.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -581382.375000 Penalty: 2733.917969
	Iteration 10Q: 3 clusters Score -581382.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -581408.000000 Penalty: 2733.917969
	Iteration 11Q: 3 clusters Score -581408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -581436.312500 Penalty: 2733.917969
	Iteration 12Q: 3 clusters Score -581436.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -581462.125000 Penalty: 2733.917969
	Iteration 13Q: 3 clusters Score -581462.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -581483.062500 Penalty: 2733.917969
	Iteration 14Q: 3 clusters Score -581483.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -581503.687500 Penalty: 2733.917969
	Iteration 15Q: 3 clusters Score -581503.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -581527.750000 Penalty: 2733.917969
	Iteration 16Q: 3 clusters Score -581527.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -581546.125000 Penalty: 2733.917969
	Iteration 17Q: 3 clusters Score -581546.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -581567.312500 Penalty: 2733.917969
	Iteration 18Q: 3 clusters Score -581567.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -581595.125000 Penalty: 2733.917969
	Iteration 19Q: 3 clusters Score -581595.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -581633.750000 Penalty: 2733.917969
	Iteration 20F: 3 clusters Score -581633.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -581674.750000 Penalty: 2733.917969
	Iteration 21Q: 3 clusters Score -581674.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -581717.937500 Penalty: 2733.917969
	Iteration 22Q: 3 clusters Score -581717.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -581773.437500 Penalty: 2733.917969
	Iteration 23Q: 3 clusters Score -581773.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -581837.125000 Penalty: 2733.917969
	Iteration 24Q: 3 clusters Score -581837.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -581927.000000 Penalty: 2733.917969
	Iteration 25Q: 3 clusters Score -581927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -582008.312500 Penalty: 2733.917969
	Iteration 26Q: 3 clusters Score -582008.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -582080.000000 Penalty: 2733.917969
	Iteration 27Q: 3 clusters Score -582080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -582151.500000 Penalty: 2733.917969
	Iteration 28Q: 3 clusters Score -582151.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -582215.562500 Penalty: 2733.917969
	Iteration 29Q: 3 clusters Score -582215.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -582262.625000 Penalty: 2733.917969
	Iteration 30Q: 3 clusters Score -582262.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -582315.125000 Penalty: 2733.917969
	Iteration 31Q: 3 clusters Score -582315.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -582369.125000 Penalty: 2733.917969
	Iteration 32Q: 3 clusters Score -582369.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -582404.500000 Penalty: 2733.917969
	Iteration 33Q: 3 clusters Score -582404.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -582425.687500 Penalty: 2733.917969
	Iteration 34Q: 3 clusters Score -582425.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -582452.000000 Penalty: 2733.917969
	Iteration 35Q: 3 clusters Score -582452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -582467.625000 Penalty: 2733.917969
	Iteration 36Q: 3 clusters Score -582467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -582480.500000 Penalty: 2733.917969
	Iteration 37Q: 3 clusters Score -582480.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -582491.312500 Penalty: 2733.917969
	Iteration 38Q: 3 clusters Score -582491.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -582496.312500 Penalty: 2733.917969
	Iteration 39Q: 3 clusters Score -582496.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -582504.500000 Penalty: 2733.917969
	Iteration 40F: 3 clusters Score -582504.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -582510.062500 Penalty: 2733.917969
	Iteration 41Q: 3 clusters Score -582510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -582509.562500 Penalty: 2733.917969
	Iteration 42Q: 3 clusters Score -582509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -582509.562500 Penalty: 2733.917969
	Iteration 43F: 3 clusters Score -582509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Entering Unmasked Estep 
Score: -3974848.750000 Penalty: 1680.444092
	Iteration 0F: 2 clusters Score -3974849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3954028.250000 Penalty: 3360.888184
	Iteration 0F: 3 clusters Score -3954028 nChanged 14363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3961887.250000 Penalty: 3360.888184
	Iteration 1F: 3 clusters Score -3961887 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3962232.000000 Penalty: 3360.888184
	Iteration 2Q: 3 clusters Score -3962232 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3962516.500000 Penalty: 3360.888184
	Iteration 3Q: 3 clusters Score -3962516 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3962772.000000 Penalty: 3360.888184
	Iteration 4Q: 3 clusters Score -3962772 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3963039.750000 Penalty: 3360.888184
	Iteration 5Q: 3 clusters Score -3963040 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3963287.000000 Penalty: 3360.888184
	Iteration 6Q: 3 clusters Score -3963287 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3963520.500000 Penalty: 3360.888184
	Iteration 7Q: 3 clusters Score -3963520 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3963784.250000 Penalty: 3360.888184
	Iteration 8Q: 3 clusters Score -3963784 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3964064.500000 Penalty: 3360.888184
	Iteration 9Q: 3 clusters Score -3964064 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3964417.250000 Penalty: 3360.888184
	Iteration 10Q: 3 clusters Score -3964417 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3964924.500000 Penalty: 3360.888184
	Iteration 11Q: 3 clusters Score -3964924 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3965629.250000 Penalty: 3360.888184
	Iteration 12Q: 3 clusters Score -3965629 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3966628.500000 Penalty: 3360.888184
	Iteration 13Q: 3 clusters Score -3966628 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3967732.500000 Penalty: 3360.888184
	Iteration 14F: 3 clusters Score -3967732 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3968614.750000 Penalty: 3360.888184
	Iteration 15Q: 3 clusters Score -3968615 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3969170.500000 Penalty: 3360.888184
	Iteration 16Q: 3 clusters Score -3969170 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3969431.000000 Penalty: 3360.888184
	Iteration 17Q: 3 clusters Score -3969431 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3969550.500000 Penalty: 3360.888184
	Iteration 18Q: 3 clusters Score -3969550 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3969612.250000 Penalty: 3360.888184
	Iteration 19Q: 3 clusters Score -3969612 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3969685.250000 Penalty: 3360.888184
	Iteration 20F: 3 clusters Score -3969685 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3969738.000000 Penalty: 3360.888184
	Iteration 21Q: 3 clusters Score -3969738 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3969806.500000 Penalty: 3360.888184
	Iteration 22Q: 3 clusters Score -3969806 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3969872.250000 Penalty: 3360.888184
	Iteration 23Q: 3 clusters Score -3969872 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3969941.000000 Penalty: 3360.888184
	Iteration 24Q: 3 clusters Score -3969941 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3969991.750000 Penalty: 3360.888184
	Iteration 25Q: 3 clusters Score -3969992 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3970036.250000 Penalty: 3360.888184
	Iteration 26Q: 3 clusters Score -3970036 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3970089.250000 Penalty: 3360.888184
	Iteration 27Q: 3 clusters Score -3970089 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3970118.250000 Penalty: 3360.888184
	Iteration 28Q: 3 clusters Score -3970118 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3970152.000000 Penalty: 3360.888184
	Iteration 29Q: 3 clusters Score -3970152 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3970190.250000 Penalty: 3360.888184
	Iteration 30Q: 3 clusters Score -3970190 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3970239.500000 Penalty: 3360.888184
	Iteration 31Q: 3 clusters Score -3970240 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3970264.000000 Penalty: 3360.888184
	Iteration 32Q: 3 clusters Score -3970264 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3970308.000000 Penalty: 3360.888184
	Iteration 33Q: 3 clusters Score -3970308 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3970334.250000 Penalty: 3360.888184
	Iteration 34Q: 3 clusters Score -3970334 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3970353.500000 Penalty: 3360.888184
	Iteration 35Q: 3 clusters Score -3970354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3970391.750000 Penalty: 3360.888184
	Iteration 36Q: 3 clusters Score -3970392 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3970440.250000 Penalty: 3360.888184
	Iteration 37Q: 3 clusters Score -3970440 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3970492.750000 Penalty: 3360.888184
	Iteration 38Q: 3 clusters Score -3970493 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3970507.500000 Penalty: 3360.888184
	Iteration 39Q: 3 clusters Score -3970508 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3970556.250000 Penalty: 3360.888184
	Iteration 40F: 3 clusters Score -3970556 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3970602.250000 Penalty: 3360.888184
	Iteration 41Q: 3 clusters Score -3970602 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3970644.500000 Penalty: 3360.888184
	Iteration 42Q: 3 clusters Score -3970644 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3970690.750000 Penalty: 3360.888184
	Iteration 43Q: 3 clusters Score -3970691 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3970748.750000 Penalty: 3360.888184
	Iteration 44Q: 3 clusters Score -3970749 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3970819.250000 Penalty: 3360.888184
	Iteration 45Q: 3 clusters Score -3970819 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3970861.000000 Penalty: 3360.888184
	Iteration 46Q: 3 clusters Score -3970861 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3970902.750000 Penalty: 3360.888184
	Iteration 47Q: 3 clusters Score -3970903 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3970964.250000 Penalty: 3360.888184
	Iteration 48Q: 3 clusters Score -3970964 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3971001.250000 Penalty: 3360.888184
	Iteration 49Q: 3 clusters Score -3971001 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3971060.250000 Penalty: 3360.888184
	Iteration 50Q: 3 clusters Score -3971060 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3971124.500000 Penalty: 3360.888184
	Iteration 51Q: 3 clusters Score -3971124 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3971180.000000 Penalty: 3360.888184
	Iteration 52Q: 3 clusters Score -3971180 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3971212.250000 Penalty: 3360.888184
	Iteration 53Q: 3 clusters Score -3971212 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3971240.750000 Penalty: 3360.888184
	Iteration 54Q: 3 clusters Score -3971241 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3971296.750000 Penalty: 3360.888184
	Iteration 55Q: 3 clusters Score -3971297 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3971329.250000 Penalty: 3360.888184
	Iteration 56Q: 3 clusters Score -3971329 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3971359.500000 Penalty: 3360.888184
	Iteration 57Q: 3 clusters Score -3971360 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3971381.000000 Penalty: 3360.888184
	Iteration 58Q: 3 clusters Score -3971381 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3971399.000000 Penalty: 3360.888184
	Iteration 59Q: 3 clusters Score -3971399 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3971435.250000 Penalty: 3360.888184
	Iteration 60F: 3 clusters Score -3971435 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3971443.500000 Penalty: 3360.888184
	Iteration 61Q: 3 clusters Score -3971444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3971458.250000 Penalty: 3360.888184
	Iteration 62Q: 3 clusters Score -3971458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3971487.250000 Penalty: 3360.888184
	Iteration 63Q: 3 clusters Score -3971487 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3971515.750000 Penalty: 3360.888184
	Iteration 64Q: 3 clusters Score -3971516 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3971600.250000 Penalty: 3360.888184
	Iteration 65Q: 3 clusters Score -3971600 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3971681.250000 Penalty: 3360.888184
	Iteration 66Q: 3 clusters Score -3971681 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3971799.250000 Penalty: 3360.888184
	Iteration 67Q: 3 clusters Score -3971799 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3971973.000000 Penalty: 3360.888184
	Iteration 68Q: 3 clusters Score -3971973 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3972162.250000 Penalty: 3360.888184
	Iteration 69Q: 3 clusters Score -3972162 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3972306.000000 Penalty: 3360.888184
	Iteration 70Q: 3 clusters Score -3972306 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3972439.500000 Penalty: 3360.888184
	Iteration 71Q: 3 clusters Score -3972440 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3972535.250000 Penalty: 3360.888184
	Iteration 72Q: 3 clusters Score -3972535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3972612.750000 Penalty: 3360.888184
	Iteration 73Q: 3 clusters Score -3972613 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3972645.500000 Penalty: 3360.888184
	Iteration 74Q: 3 clusters Score -3972646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3972652.250000 Penalty: 3360.888184
	Iteration 75Q: 3 clusters Score -3972652 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3972665.250000 Penalty: 3360.888184
	Iteration 76Q: 3 clusters Score -3972665 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3972682.250000 Penalty: 3360.888184
	Iteration 77Q: 3 clusters Score -3972682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3972692.500000 Penalty: 3360.888184
	Iteration 78Q: 3 clusters Score -3972692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3972705.500000 Penalty: 3360.888184
	Iteration 79Q: 3 clusters Score -3972706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3972718.250000 Penalty: 3360.888184
	Iteration 80F: 3 clusters Score -3972718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3972719.500000 Penalty: 3360.888184
	Iteration 81Q: 3 clusters Score -3972720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3972724.750000 Penalty: 3360.888184
	Iteration 82Q: 3 clusters Score -3972725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3972728.000000 Penalty: 3360.888184
	Iteration 83Q: 3 clusters Score -3972728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3972729.500000 Penalty: 3360.888184
	Iteration 84Q: 3 clusters Score -3972730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3972724.750000 Penalty: 3360.888184
	Iteration 85Q: 3 clusters Score -3972725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3972726.750000 Penalty: 3360.888184
	Iteration 86Q: 3 clusters Score -3972727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3972723.250000 Penalty: 3360.888184
	Iteration 87Q: 3 clusters Score -3972723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3972722.500000 Penalty: 3360.888184
	Iteration 88Q: 3 clusters Score -3972722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3972734.250000 Penalty: 3360.888184
	Iteration 89Q: 3 clusters Score -3972734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3972739.000000 Penalty: 3360.888184
	Iteration 90Q: 3 clusters Score -3972739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3972738.500000 Penalty: 3360.888184
	Iteration 91Q: 3 clusters Score -3972738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3972746.750000 Penalty: 3360.888184
	Iteration 92Q: 3 clusters Score -3972747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3972743.000000 Penalty: 3360.888184
	Iteration 93Q: 3 clusters Score -3972743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3972741.250000 Penalty: 3360.888184
	Iteration 94Q: 3 clusters Score -3972741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3972730.750000 Penalty: 3360.888184
	Iteration 95Q: 3 clusters Score -3972731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3972734.500000 Penalty: 3360.888184
	Iteration 96Q: 3 clusters Score -3972734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3972733.250000 Penalty: 3360.888184
	Iteration 97Q: 3 clusters Score -3972733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3972728.750000 Penalty: 3360.888184
	Iteration 98Q: 3 clusters Score -3972729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3972739.500000 Penalty: 3360.888184
	Iteration 99Q: 3 clusters Score -3972740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3972734.750000 Penalty: 3360.888184
	Iteration 100F: 3 clusters Score -3972735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3972741.750000 Penalty: 3360.888184
	Iteration 101Q: 3 clusters Score -3972742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3972736.250000 Penalty: 3360.888184
	Iteration 102Q: 3 clusters Score -3972736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3972735.000000 Penalty: 3360.888184
	Iteration 103Q: 3 clusters Score -3972735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3972744.250000 Penalty: 3360.888184
	Iteration 104Q: 3 clusters Score -3972744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3972745.250000 Penalty: 3360.888184
	Iteration 105Q: 3 clusters Score -3972745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3972741.000000 Penalty: 3360.888184
	Iteration 106Q: 3 clusters Score -3972741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3972748.000000 Penalty: 3360.888184
	Iteration 107Q: 3 clusters Score -3972748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3972756.250000 Penalty: 3360.888184
	Iteration 108Q: 3 clusters Score -3972756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -3972748.750000 Penalty: 3360.888184
	Iteration 109Q: 3 clusters Score -3972749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3972750.500000 Penalty: 3360.888184
	Iteration 110Q: 3 clusters Score -3972750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3972750.750000 Penalty: 3360.888184
	Iteration 111Q: 3 clusters Score -3972751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3972751.250000 Penalty: 3360.888184
	Iteration 112Q: 3 clusters Score -3972751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3972751.250000 Penalty: 3360.888184
	Iteration 113Q: 3 clusters Score -3972751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3972750.250000 Penalty: 3360.888184
	Iteration 114Q: 3 clusters Score -3972750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3972745.500000 Penalty: 3360.888184
	Iteration 115Q: 3 clusters Score -3972746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3972751.250000 Penalty: 3360.888184
	Iteration 116Q: 3 clusters Score -3972751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3972753.000000 Penalty: 3360.888184
	Iteration 117Q: 3 clusters Score -3972753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3972749.000000 Penalty: 3360.888184
	Iteration 118Q: 3 clusters Score -3972749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3972749.000000 Penalty: 3360.888184
	Iteration 119F: 3 clusters Score -3972749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Entering Unmasked Estep 
Score: -8040060.000000 Penalty: 1794.828003
	Iteration 0F: 2 clusters Score -8040060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -7999610.500000 Penalty: 3589.656006
	Iteration 0F: 3 clusters Score -7999610 nChanged 29599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -8016374.000000 Penalty: 3589.656006
	Iteration 1F: 3 clusters Score -8016374 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -8016993.500000 Penalty: 3589.656006
	Iteration 2Q: 3 clusters Score -8016994 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -8017746.500000 Penalty: 3589.656006
	Iteration 3Q: 3 clusters Score -8017746 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -8018791.500000 Penalty: 3589.656006
	Iteration 4Q: 3 clusters Score -8018792 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -8020396.500000 Penalty: 3589.656006
	Iteration 5Q: 3 clusters Score -8020396 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8022568.500000 Penalty: 3589.656006
	Iteration 6F: 3 clusters Score -8022568 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -8025481.500000 Penalty: 3589.656006
	Iteration 7F: 3 clusters Score -8025482 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -8028656.500000 Penalty: 3589.656006
	Iteration 8F: 3 clusters Score -8028656 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -8030808.500000 Penalty: 3589.656006
	Iteration 9F: 3 clusters Score -8030808 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -8031732.000000 Penalty: 3589.656006
	Iteration 10Q: 3 clusters Score -8031732 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -8032090.000000 Penalty: 3589.656006
	Iteration 11Q: 3 clusters Score -8032090 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -8032295.500000 Penalty: 3589.656006
	Iteration 12Q: 3 clusters Score -8032296 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -8032485.500000 Penalty: 3589.656006
	Iteration 13Q: 3 clusters Score -8032486 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -8032642.500000 Penalty: 3589.656006
	Iteration 14Q: 3 clusters Score -8032642 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -8032729.500000 Penalty: 3589.656006
	Iteration 15Q: 3 clusters Score -8032730 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -8032805.500000 Penalty: 3589.656006
	Iteration 16Q: 3 clusters Score -8032806 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -8032881.500000 Penalty: 3589.656006
	Iteration 17Q: 3 clusters Score -8032882 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -8032944.000000 Penalty: 3589.656006
	Iteration 18Q: 3 clusters Score -8032944 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -8032998.500000 Penalty: 3589.656006
	Iteration 19Q: 3 clusters Score -8032998 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -8033068.000000 Penalty: 3589.656006
	Iteration 20F: 3 clusters Score -8033068 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -8033104.000000 Penalty: 3589.656006
	Iteration 21Q: 3 clusters Score -8033104 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -8033124.000000 Penalty: 3589.656006
	Iteration 22Q: 3 clusters Score -8033124 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -8033201.000000 Penalty: 3589.656006
	Iteration 23Q: 3 clusters Score -8033201 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -8033236.500000 Penalty: 3589.656006
	Iteration 24Q: 3 clusters Score -8033236 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -8033226.000000 Penalty: 3589.656006
	Iteration 25Q: 3 clusters Score -8033226 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -8033273.500000 Penalty: 3589.656006
	Iteration 26Q: 3 clusters Score -8033274 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -8033307.000000 Penalty: 3589.656006
	Iteration 27Q: 3 clusters Score -8033307 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -8033314.500000 Penalty: 3589.656006
	Iteration 28Q: 3 clusters Score -8033314 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -8033304.500000 Penalty: 3589.656006
	Iteration 29Q: 3 clusters Score -8033304 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -8033323.500000 Penalty: 3589.656006
	Iteration 30Q: 3 clusters Score -8033324 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -8033312.500000 Penalty: 3589.656006
	Iteration 31Q: 3 clusters Score -8033312 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -8033326.500000 Penalty: 3589.656006
	Iteration 32Q: 3 clusters Score -8033326 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -8033370.000000 Penalty: 3589.656006
	Iteration 33Q: 3 clusters Score -8033370 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -8033372.000000 Penalty: 3589.656006
	Iteration 34Q: 3 clusters Score -8033372 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -8033391.000000 Penalty: 3589.656006
	Iteration 35Q: 3 clusters Score -8033391 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -8033371.500000 Penalty: 3589.656006
	Iteration 36Q: 3 clusters Score -8033372 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -8033384.500000 Penalty: 3589.656006
	Iteration 37Q: 3 clusters Score -8033384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -8033381.500000 Penalty: 3589.656006
	Iteration 38Q: 3 clusters Score -8033382 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -8033393.500000 Penalty: 3589.656006
	Iteration 39Q: 3 clusters Score -8033394 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -8033392.500000 Penalty: 3589.656006
	Iteration 40F: 3 clusters Score -8033392 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -8033396.500000 Penalty: 3589.656006
	Iteration 41Q: 3 clusters Score -8033396 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -8033397.500000 Penalty: 3589.656006
	Iteration 42Q: 3 clusters Score -8033398 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -8033412.000000 Penalty: 3589.656006
	Iteration 43Q: 3 clusters Score -8033412 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -8033429.500000 Penalty: 3589.656006
	Iteration 44Q: 3 clusters Score -8033430 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -8033440.500000 Penalty: 3589.656006
	Iteration 45Q: 3 clusters Score -8033440 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -8033446.000000 Penalty: 3589.656006
	Iteration 46Q: 3 clusters Score -8033446 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -8033424.000000 Penalty: 3589.656006
	Iteration 47Q: 3 clusters Score -8033424 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -8033422.000000 Penalty: 3589.656006
	Iteration 48Q: 3 clusters Score -8033422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -8033418.000000 Penalty: 3589.656006
	Iteration 49Q: 3 clusters Score -8033418 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -8033416.500000 Penalty: 3589.656006
	Iteration 50Q: 3 clusters Score -8033416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -8033408.000000 Penalty: 3589.656006
	Iteration 51Q: 3 clusters Score -8033408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -8033397.000000 Penalty: 3589.656006
	Iteration 52Q: 3 clusters Score -8033397 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -8033408.500000 Penalty: 3589.656006
	Iteration 53Q: 3 clusters Score -8033408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -8033388.500000 Penalty: 3589.656006
	Iteration 54Q: 3 clusters Score -8033388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -8033396.500000 Penalty: 3589.656006
	Iteration 55Q: 3 clusters Score -8033396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -8033394.500000 Penalty: 3589.656006
	Iteration 56Q: 3 clusters Score -8033394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -8033363.500000 Penalty: 3589.656006
	Iteration 57Q: 3 clusters Score -8033364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -8033359.000000 Penalty: 3589.656006
	Iteration 58Q: 3 clusters Score -8033359 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -8033372.000000 Penalty: 3589.656006
	Iteration 59Q: 3 clusters Score -8033372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -8033373.500000 Penalty: 3589.656006
	Iteration 60F: 3 clusters Score -8033374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -8033375.000000 Penalty: 3589.656006
	Iteration 61Q: 3 clusters Score -8033375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -8033357.000000 Penalty: 3589.656006
	Iteration 62Q: 3 clusters Score -8033357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -8033364.500000 Penalty: 3589.656006
	Iteration 63Q: 3 clusters Score -8033364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -8033359.500000 Penalty: 3589.656006
	Iteration 64Q: 3 clusters Score -8033360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -8033341.500000 Penalty: 3589.656006
	Iteration 65Q: 3 clusters Score -8033342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -8033327.000000 Penalty: 3589.656006
	Iteration 66Q: 3 clusters Score -8033327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -8033324.500000 Penalty: 3589.656006
	Iteration 67Q: 3 clusters Score -8033324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -8033309.000000 Penalty: 3589.656006
	Iteration 68Q: 3 clusters Score -8033309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -8033300.000000 Penalty: 3589.656006
	Iteration 69Q: 3 clusters Score -8033300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -8033307.500000 Penalty: 3589.656006
	Iteration 70Q: 3 clusters Score -8033308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -8033280.500000 Penalty: 3589.656006
	Iteration 71Q: 3 clusters Score -8033280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -8033277.500000 Penalty: 3589.656006
	Iteration 72Q: 3 clusters Score -8033278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -8033252.000000 Penalty: 3589.656006
	Iteration 73Q: 3 clusters Score -8033252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -8033242.500000 Penalty: 3589.656006
	Iteration 74Q: 3 clusters Score -8033242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -8033258.500000 Penalty: 3589.656006
	Iteration 75Q: 3 clusters Score -8033258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -8033231.000000 Penalty: 3589.656006
	Iteration 76Q: 3 clusters Score -8033231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -8033220.000000 Penalty: 3589.656006
	Iteration 77Q: 3 clusters Score -8033220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -8033208.000000 Penalty: 3589.656006
	Iteration 78Q: 3 clusters Score -8033208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -8033214.500000 Penalty: 3589.656006
	Iteration 79Q: 3 clusters Score -8033214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -8033209.500000 Penalty: 3589.656006
	Iteration 80F: 3 clusters Score -8033210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -8033213.000000 Penalty: 3589.656006
	Iteration 81Q: 3 clusters Score -8033213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -8033213.000000 Penalty: 3589.656006
	Iteration 82Q: 3 clusters Score -8033213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -8033207.500000 Penalty: 3589.656006
	Iteration 83Q: 3 clusters Score -8033208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -8033202.500000 Penalty: 3589.656006
	Iteration 84Q: 3 clusters Score -8033202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -8033198.000000 Penalty: 3589.656006
	Iteration 85Q: 3 clusters Score -8033198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -8033199.000000 Penalty: 3589.656006
	Iteration 86Q: 3 clusters Score -8033199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -8033195.500000 Penalty: 3589.656006
	Iteration 87Q: 3 clusters Score -8033196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -8033191.500000 Penalty: 3589.656006
	Iteration 88Q: 3 clusters Score -8033192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -8033196.500000 Penalty: 3589.656006
	Iteration 89Q: 3 clusters Score -8033196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -8033191.500000 Penalty: 3589.656006
	Iteration 90Q: 3 clusters Score -8033192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -8033192.000000 Penalty: 3589.656006
	Iteration 91Q: 3 clusters Score -8033192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -8033193.500000 Penalty: 3589.656006
	Iteration 92Q: 3 clusters Score -8033194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -8033192.500000 Penalty: 3589.656006
	Iteration 93Q: 3 clusters Score -8033192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -8033186.500000 Penalty: 3589.656006
	Iteration 94Q: 3 clusters Score -8033186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -8033198.500000 Penalty: 3589.656006
	Iteration 95Q: 3 clusters Score -8033198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -8033198.500000 Penalty: 3589.656006
	Iteration 96Q: 3 clusters Score -8033198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -8033198.500000 Penalty: 3589.656006
	Iteration 97F: 3 clusters Score -8033198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Entering Unmasked Estep 
Score: -10351849.000000 Penalty: 1836.224609
	Iteration 0F: 2 clusters Score -1.035185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -10301778.000000 Penalty: 3672.449219
	Iteration 0F: 3 clusters Score -1.030178e+07 nChanged 38306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -10323948.000000 Penalty: 3672.449219
	Iteration 1F: 3 clusters Score -1.032395e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -10324726.000000 Penalty: 3672.449219
	Iteration 2Q: 3 clusters Score -1.032473e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -10325975.000000 Penalty: 3672.449219
	Iteration 3Q: 3 clusters Score -1.032598e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -10328044.000000 Penalty: 3672.449219
	Iteration 4F: 3 clusters Score -1.032804e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -10331510.000000 Penalty: 3672.449219
	Iteration 5F: 3 clusters Score -1.033151e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -10336076.000000 Penalty: 3672.449219
	Iteration 6F: 3 clusters Score -1.033608e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -10340464.000000 Penalty: 3672.449219
	Iteration 7F: 3 clusters Score -1.034046e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -10344268.000000 Penalty: 3672.449219
	Iteration 8Q: 3 clusters Score -1.034427e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -10346405.000000 Penalty: 3672.449219
	Iteration 9Q: 3 clusters Score -1.03464e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -10347528.000000 Penalty: 3672.449219
	Iteration 10Q: 3 clusters Score -1.034753e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -10348268.000000 Penalty: 3672.449219
	Iteration 11Q: 3 clusters Score -1.034827e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -10348766.000000 Penalty: 3672.449219
	Iteration 12Q: 3 clusters Score -1.034877e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -10348985.000000 Penalty: 3672.449219
	Iteration 13Q: 3 clusters Score -1.034898e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -10349231.000000 Penalty: 3672.449219
	Iteration 14Q: 3 clusters Score -1.034923e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -10349393.000000 Penalty: 3672.449219
	Iteration 15Q: 3 clusters Score -1.034939e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -10349583.000000 Penalty: 3672.449219
	Iteration 16Q: 3 clusters Score -1.034958e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -10349755.000000 Penalty: 3672.449219
	Iteration 17Q: 3 clusters Score -1.034976e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -10349927.000000 Penalty: 3672.449219
	Iteration 18Q: 3 clusters Score -1.034993e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -10350023.000000 Penalty: 3672.449219
	Iteration 19Q: 3 clusters Score -1.035002e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -10350118.000000 Penalty: 3672.449219
	Iteration 20F: 3 clusters Score -1.035012e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -10350204.000000 Penalty: 3672.449219
	Iteration 21Q: 3 clusters Score -1.03502e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -10350239.000000 Penalty: 3672.449219
	Iteration 22Q: 3 clusters Score -1.035024e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -10350250.000000 Penalty: 3672.449219
	Iteration 23Q: 3 clusters Score -1.035025e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -10350267.000000 Penalty: 3672.449219
	Iteration 24Q: 3 clusters Score -1.035027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -10350282.000000 Penalty: 3672.449219
	Iteration 25Q: 3 clusters Score -1.035028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -10350294.000000 Penalty: 3672.449219
	Iteration 26Q: 3 clusters Score -1.035029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -10350286.000000 Penalty: 3672.449219
	Iteration 27Q: 3 clusters Score -1.035029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -10350296.000000 Penalty: 3672.449219
	Iteration 28Q: 3 clusters Score -1.03503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -10350300.000000 Penalty: 3672.449219
	Iteration 29Q: 3 clusters Score -1.03503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 80349 members 
Entering Unmasked Estep 
Score: -10350306.000000 Penalty: 3672.449219
	Iteration 30Q: 3 clusters Score -1.035031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -10350317.000000 Penalty: 3672.449219
	Iteration 31Q: 3 clusters Score -1.035032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -10350316.000000 Penalty: 3672.449219
	Iteration 32Q: 3 clusters Score -1.035032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -10350320.000000 Penalty: 3672.449219
	Iteration 33Q: 3 clusters Score -1.035032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -10350324.000000 Penalty: 3672.449219
	Iteration 34Q: 3 clusters Score -1.035032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -10350332.000000 Penalty: 3672.449219
	Iteration 35Q: 3 clusters Score -1.035033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -10350346.000000 Penalty: 3672.449219
	Iteration 36Q: 3 clusters Score -1.035035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -10350350.000000 Penalty: 3672.449219
	Iteration 37Q: 3 clusters Score -1.035035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -10350356.000000 Penalty: 3672.449219
	Iteration 38Q: 3 clusters Score -1.035036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -10350345.000000 Penalty: 3672.449219
	Iteration 39Q: 3 clusters Score -1.035034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -10350343.000000 Penalty: 3672.449219
	Iteration 40F: 3 clusters Score -1.035034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -10350341.000000 Penalty: 3672.449219
	Iteration 41Q: 3 clusters Score -1.035034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -10350357.000000 Penalty: 3672.449219
	Iteration 42Q: 3 clusters Score -1.035036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -10350351.000000 Penalty: 3672.449219
	Iteration 43Q: 3 clusters Score -1.035035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -10350351.000000 Penalty: 3672.449219
	Iteration 44Q: 3 clusters Score -1.035035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -10350359.000000 Penalty: 3672.449219
	Iteration 45Q: 3 clusters Score -1.035036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -10350365.000000 Penalty: 3672.449219
	Iteration 46Q: 3 clusters Score -1.035036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -10350364.000000 Penalty: 3672.449219
	Iteration 47Q: 3 clusters Score -1.035036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -10350374.000000 Penalty: 3672.449219
	Iteration 48Q: 3 clusters Score -1.035037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -10350377.000000 Penalty: 3672.449219
	Iteration 49Q: 3 clusters Score -1.035038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -10350382.000000 Penalty: 3672.449219
	Iteration 50Q: 3 clusters Score -1.035038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -10350386.000000 Penalty: 3672.449219
	Iteration 51Q: 3 clusters Score -1.035039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -10350379.000000 Penalty: 3672.449219
	Iteration 52Q: 3 clusters Score -1.035038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -10350377.000000 Penalty: 3672.449219
	Iteration 53Q: 3 clusters Score -1.035038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -10350376.000000 Penalty: 3672.449219
	Iteration 54Q: 3 clusters Score -1.035038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -10350379.000000 Penalty: 3672.449219
	Iteration 55Q: 3 clusters Score -1.035038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -10350377.000000 Penalty: 3672.449219
	Iteration 56Q: 3 clusters Score -1.035038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -10350374.000000 Penalty: 3672.449219
	Iteration 57Q: 3 clusters Score -1.035037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -10350374.000000 Penalty: 3672.449219
	Iteration 58F: 3 clusters Score -1.035037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Entering Unmasked Estep 
Score: -7054940.500000 Penalty: 1773.228516
	Iteration 0F: 2 clusters Score -7054940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -7019220.000000 Penalty: 3546.457031
	Iteration 0F: 3 clusters Score -7019220 nChanged 25814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -7033824.500000 Penalty: 3546.457031
	Iteration 1F: 3 clusters Score -7033824 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -7034349.500000 Penalty: 3546.457031
	Iteration 2Q: 3 clusters Score -7034350 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -7035170.500000 Penalty: 3546.457031
	Iteration 3Q: 3 clusters Score -7035170 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -7036315.500000 Penalty: 3546.457031
	Iteration 4Q: 3 clusters Score -7036316 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -7038111.500000 Penalty: 3546.457031
	Iteration 5F: 3 clusters Score -7038112 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -7040922.000000 Penalty: 3546.457031
	Iteration 6F: 3 clusters Score -7040922 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -7044367.500000 Penalty: 3546.457031
	Iteration 7F: 3 clusters Score -7044368 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -7047708.500000 Penalty: 3546.457031
	Iteration 8F: 3 clusters Score -7047708 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -7050196.000000 Penalty: 3546.457031
	Iteration 9F: 3 clusters Score -7050196 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -7051762.500000 Penalty: 3546.457031
	Iteration 10Q: 3 clusters Score -7051762 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -7052574.000000 Penalty: 3546.457031
	Iteration 11Q: 3 clusters Score -7052574 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -7052911.500000 Penalty: 3546.457031
	Iteration 12Q: 3 clusters Score -7052912 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7053112.500000 Penalty: 3546.457031
	Iteration 13Q: 3 clusters Score -7053112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -7053197.500000 Penalty: 3546.457031
	Iteration 14Q: 3 clusters Score -7053198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -7053266.500000 Penalty: 3546.457031
	Iteration 15Q: 3 clusters Score -7053266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -7053307.000000 Penalty: 3546.457031
	Iteration 16Q: 3 clusters Score -7053307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -7053341.000000 Penalty: 3546.457031
	Iteration 17Q: 3 clusters Score -7053341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -7053356.500000 Penalty: 3546.457031
	Iteration 18Q: 3 clusters Score -7053356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -7053380.500000 Penalty: 3546.457031
	Iteration 19Q: 3 clusters Score -7053380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -7053400.500000 Penalty: 3546.457031
	Iteration 20F: 3 clusters Score -7053400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -7053413.500000 Penalty: 3546.457031
	Iteration 21Q: 3 clusters Score -7053414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -7053416.000000 Penalty: 3546.457031
	Iteration 22Q: 3 clusters Score -7053416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -7053418.000000 Penalty: 3546.457031
	Iteration 23Q: 3 clusters Score -7053418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -7053419.000000 Penalty: 3546.457031
	Iteration 24Q: 3 clusters Score -7053419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -7053420.500000 Penalty: 3546.457031
	Iteration 25Q: 3 clusters Score -7053420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -7053420.500000 Penalty: 3546.457031
	Iteration 26Q: 3 clusters Score -7053420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -7053424.000000 Penalty: 3546.457031
	Iteration 27Q: 3 clusters Score -7053424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -7053426.000000 Penalty: 3546.457031
	Iteration 28Q: 3 clusters Score -7053426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -7053429.500000 Penalty: 3546.457031
	Iteration 29Q: 3 clusters Score -7053430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -7053431.500000 Penalty: 3546.457031
	Iteration 30Q: 3 clusters Score -7053432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -7053430.000000 Penalty: 3546.457031
	Iteration 31Q: 3 clusters Score -7053430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -7053432.000000 Penalty: 3546.457031
	Iteration 32Q: 3 clusters Score -7053432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -7053432.000000 Penalty: 3546.457031
	Iteration 33F: 3 clusters Score -7053432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -214131.921875 Penalty: 1206.329834
	Iteration 0F: 2 clusters Score -214131.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -212253.765625 Penalty: 2412.659668
	Iteration 0F: 3 clusters Score -212253.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -212623.546875 Penalty: 2412.659668
	Iteration 1F: 3 clusters Score -212623.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -212735.781250 Penalty: 2412.659668
	Iteration 2F: 3 clusters Score -212735.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -212792.875000 Penalty: 2412.659668
	Iteration 3Q: 3 clusters Score -212792.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -212824.406250 Penalty: 2412.659668
	Iteration 4Q: 3 clusters Score -212824.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -212842.421875 Penalty: 2412.659668
	Iteration 5Q: 3 clusters Score -212842.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -212852.843750 Penalty: 2412.659668
	Iteration 6Q: 3 clusters Score -212852.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -212861.515625 Penalty: 2412.659668
	Iteration 7Q: 3 clusters Score -212861.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -212866.843750 Penalty: 2412.659668
	Iteration 8Q: 3 clusters Score -212866.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -212874.500000 Penalty: 2412.659668
	Iteration 9Q: 3 clusters Score -212874.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -212881.906250 Penalty: 2412.659668
	Iteration 10Q: 3 clusters Score -212881.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -212891.000000 Penalty: 2412.659668
	Iteration 11Q: 3 clusters Score -212891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -212900.140625 Penalty: 2412.659668
	Iteration 12Q: 3 clusters Score -212900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -212906.687500 Penalty: 2412.659668
	Iteration 13Q: 3 clusters Score -212906.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -212911.687500 Penalty: 2412.659668
	Iteration 14Q: 3 clusters Score -212911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -212914.390625 Penalty: 2412.659668
	Iteration 15Q: 3 clusters Score -212914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -212916.265625 Penalty: 2412.659668
	Iteration 16Q: 3 clusters Score -212916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -212917.453125 Penalty: 2412.659668
	Iteration 17Q: 3 clusters Score -212917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -212918.359375 Penalty: 2412.659668
	Iteration 18Q: 3 clusters Score -212918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -212918.796875 Penalty: 2412.659668
	Iteration 19Q: 3 clusters Score -212918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -212919.437500 Penalty: 2412.659668
	Iteration 20F: 3 clusters Score -212919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -212921.375000 Penalty: 2412.659668
	Iteration 21Q: 3 clusters Score -212921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -212922.750000 Penalty: 2412.659668
	Iteration 22Q: 3 clusters Score -212922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -212922.937500 Penalty: 2412.659668
	Iteration 23Q: 3 clusters Score -212922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -212922.937500 Penalty: 2412.659668
	Iteration 24F: 3 clusters Score -212922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -1793710.375000 Penalty: 1551.646973
	Iteration 0F: 2 clusters Score -1793710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1783859.125000 Penalty: 3103.293945
	Iteration 0F: 3 clusters Score -1783859 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1787161.500000 Penalty: 3103.293945
	Iteration 1F: 3 clusters Score -1787162 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1787451.250000 Penalty: 3103.293945
	Iteration 2F: 3 clusters Score -1787451 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1787709.500000 Penalty: 3103.293945
	Iteration 3Q: 3 clusters Score -1787710 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1788007.750000 Penalty: 3103.293945
	Iteration 4Q: 3 clusters Score -1788008 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1788402.500000 Penalty: 3103.293945
	Iteration 5F: 3 clusters Score -1788402 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1788936.750000 Penalty: 3103.293945
	Iteration 6F: 3 clusters Score -1788937 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1789686.750000 Penalty: 3103.293945
	Iteration 7F: 3 clusters Score -1789687 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1790546 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1791315.375000 Penalty: 3103.293945
	Iteration 9F: 3 clusters Score -1791315 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1791825 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1792094 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1792214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1792265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1792298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1792318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1792330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1792338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1792344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1792354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1792366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1792367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1792369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1792368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1792371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
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	Iteration 25F: 3 clusters Score -1792371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 15059 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 47611 members 
Mstep: Class 5 contains 59005 members 
Mstep: Class 6 contains 35785 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7832 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31151 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 4501 members 
Mstep: Class 13 contains 30983 members 
Mstep: Class 14 contains 62636 members 
Mstep: Class 15 contains 80809 members 
Mstep: Class 16 contains 54840 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 14025 members 
Entering Unmasked Estep 
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Iteration 159Q: 19 clusters Score -6.580398e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 15070 members 
Mstep: Class 3 contains 2948 members 
Mstep: Class 4 contains 47579 members 
Mstep: Class 5 contains 58949 members 
Mstep: Class 6 contains 35985 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7839 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31143 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 4508 members 
Mstep: Class 13 contains 30730 members 
Mstep: Class 14 contains 62655 members 
Mstep: Class 15 contains 80821 members 
Mstep: Class 16 contains 54875 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 14082 members 
Entering Unmasked Estep 
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Iteration 160F: 19 clusters Score -6.580399e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 15082 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 47548 members 
Mstep: Class 5 contains 58885 members 
Mstep: Class 6 contains 36190 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7844 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31129 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 12 contains 4537 members 
Mstep: Class 13 contains 30504 members 
Mstep: Class 14 contains 62658 members 
Mstep: Class 15 contains 80841 members 
Mstep: Class 16 contains 54917 members 
Mstep: Class 18 contains 1663 members 
Mstep: Class 19 contains 14138 members 
Entering Unmasked Estep 
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Iteration 161Q: 19 clusters Score -6.580402e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 15091 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 47520 members 
Mstep: Class 5 contains 58826 members 
Mstep: Class 6 contains 36392 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7850 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31123 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 4557 members 
Mstep: Class 13 contains 30300 members 
Mstep: Class 14 contains 62661 members 
Mstep: Class 15 contains 80844 members 
Mstep: Class 16 contains 54934 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 19 contains 14185 members 
Entering Unmasked Estep 
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Iteration 162Q: 19 clusters Score -6.580399e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 15100 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 47483 members 
Mstep: Class 5 contains 58749 members 
Mstep: Class 6 contains 36608 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7854 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31119 members 
Mstep: Class 11 contains 6565 members 
Mstep: Class 12 contains 4581 members 
Mstep: Class 13 contains 30101 members 
Mstep: Class 14 contains 62665 members 
Mstep: Class 15 contains 80846 members 
Mstep: Class 16 contains 54949 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 14226 members 
Entering Unmasked Estep 
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Iteration 163Q: 19 clusters Score -6.580403e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 15107 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 47471 members 
Mstep: Class 5 contains 58689 members 
Mstep: Class 6 contains 36805 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7857 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31113 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 4601 members 
Mstep: Class 13 contains 29923 members 
Mstep: Class 14 contains 62660 members 
Mstep: Class 15 contains 80850 members 
Mstep: Class 16 contains 54964 members 
Mstep: Class 18 contains 1658 members 
Mstep: Class 19 contains 14262 members 
Entering Unmasked Estep 
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Iteration 164Q: 19 clusters Score -6.580405e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 2965 members 
Mstep: Class 4 contains 47463 members 
Mstep: Class 5 contains 58630 members 
Mstep: Class 6 contains 36987 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7862 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31112 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 29767 members 
Mstep: Class 14 contains 62659 members 
Mstep: Class 15 contains 80853 members 
Mstep: Class 16 contains 54986 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 14284 members 
Entering Unmasked Estep 
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Iteration 165Q: 19 clusters Score -6.580404e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 15120 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 47452 members 
Mstep: Class 5 contains 58555 members 
Mstep: Class 6 contains 37185 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7866 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31112 members 
Mstep: Class 11 contains 6547 members 
Mstep: Class 12 contains 4626 members 
Mstep: Class 13 contains 29610 members 
Mstep: Class 14 contains 62661 members 
Mstep: Class 15 contains 80854 members 
Mstep: Class 16 contains 55010 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 19 contains 14297 members 
Entering Unmasked Estep 
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Iteration 166Q: 19 clusters Score -6.58041e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 15131 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 47447 members 
Mstep: Class 5 contains 58494 members 
Mstep: Class 6 contains 37370 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7873 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31108 members 
Mstep: Class 11 contains 6549 members 
Mstep: Class 12 contains 4628 members 
Mstep: Class 13 contains 29479 members 
Mstep: Class 14 contains 62665 members 
Mstep: Class 15 contains 80851 members 
Mstep: Class 16 contains 55014 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 19 contains 14312 members 
Entering Unmasked Estep 
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Iteration 167Q: 19 clusters Score -6.580416e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 2972 members 
Mstep: Class 4 contains 47449 members 
Mstep: Class 5 contains 58440 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7878 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31111 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 12 contains 4627 members 
Mstep: Class 13 contains 29346 members 
Mstep: Class 14 contains 62666 members 
Mstep: Class 15 contains 80861 members 
Mstep: Class 16 contains 55021 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 19 contains 14331 members 
Entering Unmasked Estep 
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Iteration 168Q: 19 clusters Score -6.580412e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 15141 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 47449 members 
Mstep: Class 5 contains 58394 members 
Mstep: Class 6 contains 37687 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7881 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31106 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 12 contains 4628 members 
Mstep: Class 13 contains 29221 members 
Mstep: Class 14 contains 62666 members 
Mstep: Class 15 contains 80871 members 
Mstep: Class 16 contains 55018 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 19 contains 14354 members 
Entering Unmasked Estep 
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Iteration 169Q: 19 clusters Score -6.580406e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 15146 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 47450 members 
Mstep: Class 5 contains 58358 members 
Mstep: Class 6 contains 37834 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7893 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31099 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 4631 members 
Mstep: Class 13 contains 29089 members 
Mstep: Class 14 contains 62671 members 
Mstep: Class 15 contains 80878 members 
Mstep: Class 16 contains 55026 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 19 contains 14371 members 
Entering Unmasked Estep 
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Iteration 170Q: 19 clusters Score -6.580402e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 15153 members 
Mstep: Class 3 contains 2972 members 
Mstep: Class 4 contains 47452 members 
Mstep: Class 5 contains 58319 members 
Mstep: Class 6 contains 37984 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7894 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 6550 members 
Mstep: Class 12 contains 4636 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 62678 members 
Mstep: Class 15 contains 80885 members 
Mstep: Class 16 contains 55037 members 
Mstep: Class 18 contains 1654 members 
Mstep: Class 19 contains 14386 members 
Entering Unmasked Estep 
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Iteration 171Q: 19 clusters Score -6.580398e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 15158 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 58279 members 
Mstep: Class 6 contains 38140 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7892 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31093 members 
Mstep: Class 11 contains 6547 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 28830 members 
Mstep: Class 14 contains 62680 members 
Mstep: Class 15 contains 80893 members 
Mstep: Class 16 contains 55044 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 14399 members 
Entering Unmasked Estep 
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Iteration 172Q: 19 clusters Score -6.580394e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 15164 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 47460 members 
Mstep: Class 5 contains 58238 members 
Mstep: Class 6 contains 38299 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7896 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31092 members 
Mstep: Class 11 contains 6546 members 
Mstep: Class 12 contains 4639 members 
Mstep: Class 13 contains 28681 members 
Mstep: Class 14 contains 62685 members 
Mstep: Class 15 contains 80898 members 
Mstep: Class 16 contains 55061 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 14401 members 
Entering Unmasked Estep 
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Iteration 173Q: 19 clusters Score -6.58038e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 15166 members 
Mstep: Class 3 contains 2976 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 58194 members 
Mstep: Class 6 contains 38452 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31084 members 
Mstep: Class 11 contains 6546 members 
Mstep: Class 12 contains 4639 members 
Mstep: Class 13 contains 28554 members 
Mstep: Class 14 contains 62683 members 
Mstep: Class 15 contains 80904 members 
Mstep: Class 16 contains 55080 members 
Mstep: Class 18 contains 1654 members 
Mstep: Class 19 contains 14403 members 
Entering Unmasked Estep 
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Iteration 174Q: 19 clusters Score -6.580388e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 58160 members 
Mstep: Class 6 contains 38598 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7912 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31082 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 28449 members 
Mstep: Class 14 contains 62680 members 
Mstep: Class 15 contains 80911 members 
Mstep: Class 16 contains 55086 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 19 contains 14408 members 
Entering Unmasked Estep 
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Iteration 175Q: 19 clusters Score -6.580389e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 47449 members 
Mstep: Class 5 contains 58120 members 
Mstep: Class 6 contains 38714 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7918 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31076 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 28361 members 
Mstep: Class 14 contains 62680 members 
Mstep: Class 15 contains 80922 members 
Mstep: Class 16 contains 55094 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 14412 members 
Entering Unmasked Estep 
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Iteration 176Q: 19 clusters Score -6.580392e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 15178 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 47447 members 
Mstep: Class 5 contains 58093 members 
Mstep: Class 6 contains 38830 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31078 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 28276 members 
Mstep: Class 14 contains 62676 members 
Mstep: Class 15 contains 80926 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 14405 members 
Entering Unmasked Estep 
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Iteration 177Q: 19 clusters Score -6.580393e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 15182 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 47440 members 
Mstep: Class 5 contains 58072 members 
Mstep: Class 6 contains 38918 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7928 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31075 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 28204 members 
Mstep: Class 14 contains 62675 members 
Mstep: Class 15 contains 80930 members 
Mstep: Class 16 contains 55124 members 
Mstep: Class 18 contains 1645 members 
Mstep: Class 19 contains 14404 members 
Entering Unmasked Estep 
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Iteration 178Q: 19 clusters Score -6.580399e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 15184 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 58036 members 
Mstep: Class 6 contains 39018 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7933 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31071 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 28134 members 
Mstep: Class 14 contains 62674 members 
Mstep: Class 15 contains 80937 members 
Mstep: Class 16 contains 55128 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 14407 members 
Entering Unmasked Estep 
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Iteration 179Q: 19 clusters Score -6.580398e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 15188 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 47431 members 
Mstep: Class 5 contains 58000 members 
Mstep: Class 6 contains 39108 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7929 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31067 members 
Mstep: Class 11 contains 6534 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 28079 members 
Mstep: Class 14 contains 62673 members 
Mstep: Class 15 contains 80947 members 
Mstep: Class 16 contains 55129 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 14412 members 
Entering Unmasked Estep 
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Iteration 180F: 19 clusters Score -6.580394e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 15193 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 47435 members 
Mstep: Class 5 contains 57960 members 
Mstep: Class 6 contains 39197 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7932 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31064 members 
Mstep: Class 11 contains 6529 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 28038 members 
Mstep: Class 14 contains 62668 members 
Mstep: Class 15 contains 80951 members 
Mstep: Class 16 contains 55127 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 14409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803984.000000 Penalty: 38530.851562
Iteration 181Q: 19 clusters Score -6.580398e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 15195 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 57934 members 
Mstep: Class 6 contains 39290 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7937 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31061 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 27974 members 
Mstep: Class 14 contains 62666 members 
Mstep: Class 15 contains 80956 members 
Mstep: Class 16 contains 55125 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 14404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804064.000000 Penalty: 38530.851562
Iteration 182Q: 19 clusters Score -6.580406e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 15195 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 47441 members 
Mstep: Class 5 contains 57908 members 
Mstep: Class 6 contains 39379 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7947 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31062 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 27907 members 
Mstep: Class 14 contains 62667 members 
Mstep: Class 15 contains 80955 members 
Mstep: Class 16 contains 55135 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 14400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804124.000000 Penalty: 38530.851562
Iteration 183Q: 19 clusters Score -6.580412e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 15196 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 47435 members 
Mstep: Class 5 contains 57879 members 
Mstep: Class 6 contains 39474 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31067 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 4639 members 
Mstep: Class 13 contains 27838 members 
Mstep: Class 14 contains 62666 members 
Mstep: Class 15 contains 80950 members 
Mstep: Class 16 contains 55145 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 14397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803992.000000 Penalty: 38530.851562
Iteration 184Q: 19 clusters Score -6.580399e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 15199 members 
Mstep: Class 3 contains 2987 members 
Mstep: Class 4 contains 47425 members 
Mstep: Class 5 contains 57856 members 
Mstep: Class 6 contains 39582 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7970 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 31069 members 
Mstep: Class 11 contains 6512 members 
Mstep: Class 12 contains 4642 members 
Mstep: Class 13 contains 27759 members 
Mstep: Class 14 contains 62665 members 
Mstep: Class 15 contains 80950 members 
Mstep: Class 16 contains 55158 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 14398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803928.000000 Penalty: 38530.851562
Iteration 185Q: 19 clusters Score -6.580393e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 15202 members 
Mstep: Class 3 contains 2987 members 
Mstep: Class 4 contains 47428 members 
Mstep: Class 5 contains 57822 members 
Mstep: Class 6 contains 39678 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7980 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31070 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 4640 members 
Mstep: Class 13 contains 27687 members 
Mstep: Class 14 contains 62670 members 
Mstep: Class 15 contains 80954 members 
Mstep: Class 16 contains 55153 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 14403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803860.000000 Penalty: 38530.851562
Iteration 186Q: 19 clusters Score -6.580386e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 15208 members 
Mstep: Class 3 contains 2987 members 
Mstep: Class 4 contains 47430 members 
Mstep: Class 5 contains 57782 members 
Mstep: Class 6 contains 39791 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7989 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31074 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 4641 members 
Mstep: Class 13 contains 27610 members 
Mstep: Class 14 contains 62675 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 55149 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 14409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803860.000000 Penalty: 38530.851562
Iteration 187Q: 19 clusters Score -6.580386e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 15212 members 
Mstep: Class 3 contains 2987 members 
Mstep: Class 4 contains 47422 members 
Mstep: Class 5 contains 57736 members 
Mstep: Class 6 contains 39907 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8003 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31073 members 
Mstep: Class 11 contains 6496 members 
Mstep: Class 12 contains 4642 members 
Mstep: Class 13 contains 27539 members 
Mstep: Class 14 contains 62674 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 55154 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 14420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803888.000000 Penalty: 38530.851562
Iteration 188Q: 19 clusters Score -6.580389e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 15217 members 
Mstep: Class 3 contains 2987 members 
Mstep: Class 4 contains 47425 members 
Mstep: Class 5 contains 57699 members 
Mstep: Class 6 contains 40034 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8016 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31074 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 4642 members 
Mstep: Class 13 contains 27441 members 
Mstep: Class 14 contains 62672 members 
Mstep: Class 15 contains 80950 members 
Mstep: Class 16 contains 55159 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 14427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803848.000000 Penalty: 38530.851562
Iteration 189Q: 19 clusters Score -6.580385e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 15220 members 
Mstep: Class 3 contains 2988 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 57657 members 
Mstep: Class 6 contains 40160 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8024 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31076 members 
Mstep: Class 11 contains 6478 members 
Mstep: Class 12 contains 4643 members 
Mstep: Class 13 contains 27353 members 
Mstep: Class 14 contains 62674 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 55164 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 19 contains 14435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803856.000000 Penalty: 38530.851562
Iteration 190Q: 19 clusters Score -6.580386e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 15226 members 
Mstep: Class 3 contains 2989 members 
Mstep: Class 4 contains 47432 members 
Mstep: Class 5 contains 57621 members 
Mstep: Class 6 contains 40258 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8038 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31077 members 
Mstep: Class 11 contains 6472 members 
Mstep: Class 12 contains 4644 members 
Mstep: Class 13 contains 27281 members 
Mstep: Class 14 contains 62672 members 
Mstep: Class 15 contains 80946 members 
Mstep: Class 16 contains 55168 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803820.000000 Penalty: 38530.851562
Iteration 191Q: 19 clusters Score -6.580382e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 15228 members 
Mstep: Class 3 contains 2989 members 
Mstep: Class 4 contains 47422 members 
Mstep: Class 5 contains 57585 members 
Mstep: Class 6 contains 40355 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8043 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31074 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 4644 members 
Mstep: Class 13 contains 27209 members 
Mstep: Class 14 contains 62670 members 
Mstep: Class 15 contains 80953 members 
Mstep: Class 16 contains 55175 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803812.000000 Penalty: 38530.851562
Iteration 192Q: 19 clusters Score -6.580381e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 15233 members 
Mstep: Class 3 contains 2990 members 
Mstep: Class 4 contains 47416 members 
Mstep: Class 5 contains 57552 members 
Mstep: Class 6 contains 40457 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8054 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31076 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 4644 members 
Mstep: Class 13 contains 27144 members 
Mstep: Class 14 contains 62668 members 
Mstep: Class 15 contains 80950 members 
Mstep: Class 16 contains 55173 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803840.000000 Penalty: 38530.851562
Iteration 193Q: 19 clusters Score -6.580384e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69182 members 
Mstep: Class 2 contains 15236 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 47415 members 
Mstep: Class 5 contains 57520 members 
Mstep: Class 6 contains 40553 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31074 members 
Mstep: Class 11 contains 6460 members 
Mstep: Class 12 contains 4644 members 
Mstep: Class 13 contains 27080 members 
Mstep: Class 14 contains 62674 members 
Mstep: Class 15 contains 80946 members 
Mstep: Class 16 contains 55170 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803864.000000 Penalty: 38530.851562
Iteration 194Q: 19 clusters Score -6.580386e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 15238 members 
Mstep: Class 3 contains 2992 members 
Mstep: Class 4 contains 47409 members 
Mstep: Class 5 contains 57476 members 
Mstep: Class 6 contains 40658 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31073 members 
Mstep: Class 11 contains 6454 members 
Mstep: Class 12 contains 4647 members 
Mstep: Class 13 contains 27012 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 80947 members 
Mstep: Class 16 contains 55170 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803896.000000 Penalty: 38530.851562
Iteration 195Q: 19 clusters Score -6.58039e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 15240 members 
Mstep: Class 3 contains 2993 members 
Mstep: Class 4 contains 47404 members 
Mstep: Class 5 contains 57438 members 
Mstep: Class 6 contains 40763 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8079 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31075 members 
Mstep: Class 11 contains 6449 members 
Mstep: Class 12 contains 4650 members 
Mstep: Class 13 contains 26938 members 
Mstep: Class 14 contains 62675 members 
Mstep: Class 15 contains 80945 members 
Mstep: Class 16 contains 55169 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803952.000000 Penalty: 38530.851562
Iteration 196Q: 19 clusters Score -6.580395e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 15243 members 
Mstep: Class 3 contains 2995 members 
Mstep: Class 4 contains 47398 members 
Mstep: Class 5 contains 57393 members 
Mstep: Class 6 contains 40880 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8087 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31073 members 
Mstep: Class 11 contains 6449 members 
Mstep: Class 12 contains 4650 members 
Mstep: Class 13 contains 26863 members 
Mstep: Class 14 contains 62676 members 
Mstep: Class 15 contains 80945 members 
Mstep: Class 16 contains 55164 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803972.000000 Penalty: 38530.851562
Iteration 197Q: 19 clusters Score -6.580397e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 15245 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 4 contains 47401 members 
Mstep: Class 5 contains 57337 members 
Mstep: Class 6 contains 41015 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8089 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31081 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 4653 members 
Mstep: Class 13 contains 26789 members 
Mstep: Class 14 contains 62673 members 
Mstep: Class 15 contains 80949 members 
Mstep: Class 16 contains 55152 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803992.000000 Penalty: 38530.851562
Iteration 198Q: 19 clusters Score -6.580399e+07 nChanged 253
Entering ConstructFrom: 
Score: -65803992.000000 Penalty: 38530.851562
Entering ConstructFrom: 
Trying to split cluster 1 (69156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Entering Unmasked Estep 
Score: -8677188.000000 Penalty: 1810.919556
	Iteration 0F: 2 clusters Score -8677188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -8631193.000000 Penalty: 3621.839111
	Iteration 0F: 3 clusters Score -8631193 nChanged 32836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -8649969.000000 Penalty: 3621.839111
	Iteration 1F: 3 clusters Score -8649969 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -8650432.000000 Penalty: 3621.839111
	Iteration 2Q: 3 clusters Score -8650432 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -8650794.000000 Penalty: 3621.839111
	Iteration 3Q: 3 clusters Score -8650794 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -8651166.000000 Penalty: 3621.839111
	Iteration 4Q: 3 clusters Score -8651166 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -8651586.000000 Penalty: 3621.839111
	Iteration 5Q: 3 clusters Score -8651586 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8652207.000000 Penalty: 3621.839111
	Iteration 6Q: 3 clusters Score -8652207 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -8653054.000000 Penalty: 3621.839111
	Iteration 7Q: 3 clusters Score -8653054 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -8654364.000000 Penalty: 3621.839111
	Iteration 8Q: 3 clusters Score -8654364 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -8656516.000000 Penalty: 3621.839111
	Iteration 9F: 3 clusters Score -8656516 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -8659637.000000 Penalty: 3621.839111
	Iteration 10F: 3 clusters Score -8659637 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -8663204.000000 Penalty: 3621.839111
	Iteration 11F: 3 clusters Score -8663204 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8666587.000000 Penalty: 3621.839111
	Iteration 12F: 3 clusters Score -8666587 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -8669150.000000 Penalty: 3621.839111
	Iteration 13Q: 3 clusters Score -8669150 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -8670998.000000 Penalty: 3621.839111
	Iteration 14Q: 3 clusters Score -8670998 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -8672318.000000 Penalty: 3621.839111
	Iteration 15Q: 3 clusters Score -8672318 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -8673311.000000 Penalty: 3621.839111
	Iteration 16Q: 3 clusters Score -8673311 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -8673960.000000 Penalty: 3621.839111
	Iteration 17Q: 3 clusters Score -8673960 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8674367.000000 Penalty: 3621.839111
	Iteration 18Q: 3 clusters Score -8674367 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8674707.000000 Penalty: 3621.839111
	Iteration 19Q: 3 clusters Score -8674707 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8674987.000000 Penalty: 3621.839111
	Iteration 20F: 3 clusters Score -8674987 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8675149.000000 Penalty: 3621.839111
	Iteration 21Q: 3 clusters Score -8675149 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8675263.000000 Penalty: 3621.839111
	Iteration 22Q: 3 clusters Score -8675263 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8675321.000000 Penalty: 3621.839111
	Iteration 23Q: 3 clusters Score -8675321 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8675373.000000 Penalty: 3621.839111
	Iteration 24Q: 3 clusters Score -8675373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8675403.000000 Penalty: 3621.839111
	Iteration 25Q: 3 clusters Score -8675403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8675430.000000 Penalty: 3621.839111
	Iteration 26Q: 3 clusters Score -8675430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8675458.000000 Penalty: 3621.839111
	Iteration 27Q: 3 clusters Score -8675458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8675470.000000 Penalty: 3621.839111
	Iteration 28Q: 3 clusters Score -8675470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8675496.000000 Penalty: 3621.839111
	Iteration 29Q: 3 clusters Score -8675496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8675502.000000 Penalty: 3621.839111
	Iteration 30Q: 3 clusters Score -8675502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8675515.000000 Penalty: 3621.839111
	Iteration 31Q: 3 clusters Score -8675515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8675524.000000 Penalty: 3621.839111
	Iteration 32Q: 3 clusters Score -8675524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8675534.000000 Penalty: 3621.839111
	Iteration 33Q: 3 clusters Score -8675534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8675536.000000 Penalty: 3621.839111
	Iteration 34Q: 3 clusters Score -8675536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8675550.000000 Penalty: 3621.839111
	Iteration 35Q: 3 clusters Score -8675550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8675554.000000 Penalty: 3621.839111
	Iteration 36Q: 3 clusters Score -8675554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8675559.000000 Penalty: 3621.839111
	Iteration 37Q: 3 clusters Score -8675559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8675566.000000 Penalty: 3621.839111
	Iteration 38Q: 3 clusters Score -8675566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8675572.000000 Penalty: 3621.839111
	Iteration 39Q: 3 clusters Score -8675572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8675581.000000 Penalty: 3621.839111
	Iteration 40F: 3 clusters Score -8675581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8675585.000000 Penalty: 3621.839111
	Iteration 41Q: 3 clusters Score -8675585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8675588.000000 Penalty: 3621.839111
	Iteration 42Q: 3 clusters Score -8675588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8675595.000000 Penalty: 3621.839111
	Iteration 43Q: 3 clusters Score -8675595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8675592.000000 Penalty: 3621.839111
	Iteration 44Q: 3 clusters Score -8675592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8675596.000000 Penalty: 3621.839111
	Iteration 45Q: 3 clusters Score -8675596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8675597.000000 Penalty: 3621.839111
	Iteration 46Q: 3 clusters Score -8675597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8675606.000000 Penalty: 3621.839111
	Iteration 47Q: 3 clusters Score -8675606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8675607.000000 Penalty: 3621.839111
	Iteration 48Q: 3 clusters Score -8675607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8675616.000000 Penalty: 3621.839111
	Iteration 49Q: 3 clusters Score -8675616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8675618.000000 Penalty: 3621.839111
	Iteration 50Q: 3 clusters Score -8675618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8675621.000000 Penalty: 3621.839111
	Iteration 51Q: 3 clusters Score -8675621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8675625.000000 Penalty: 3621.839111
	Iteration 52Q: 3 clusters Score -8675625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8675623.000000 Penalty: 3621.839111
	Iteration 53Q: 3 clusters Score -8675623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8675627.000000 Penalty: 3621.839111
	Iteration 54Q: 3 clusters Score -8675627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8675626.000000 Penalty: 3621.839111
	Iteration 55Q: 3 clusters Score -8675626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8675626.000000 Penalty: 3621.839111
	Iteration 56Q: 3 clusters Score -8675626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8675626.000000 Penalty: 3621.839111
	Iteration 57F: 3 clusters Score -8675626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Entering Unmasked Estep 
Score: -1879635.875000 Penalty: 1565.243652
	Iteration 0F: 2 clusters Score -1879636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1869055.000000 Penalty: 3130.487305
	Iteration 0F: 3 clusters Score -1869055 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1872584.125000 Penalty: 3130.487305
	Iteration 1F: 3 clusters Score -1872584 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1872863.625000 Penalty: 3130.487305
	Iteration 2F: 3 clusters Score -1872864 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1873094.500000 Penalty: 3130.487305
	Iteration 3Q: 3 clusters Score -1873094 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1873293.750000 Penalty: 3130.487305
	Iteration 4Q: 3 clusters Score -1873294 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1873496.500000 Penalty: 3130.487305
	Iteration 5Q: 3 clusters Score -1873496 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1873784.500000 Penalty: 3130.487305
	Iteration 6Q: 3 clusters Score -1873784 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1874227.875000 Penalty: 3130.487305
	Iteration 7Q: 3 clusters Score -1874228 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1874861.625000 Penalty: 3130.487305
	Iteration 8F: 3 clusters Score -1874862 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1875635.250000 Penalty: 3130.487305
	Iteration 9F: 3 clusters Score -1875635 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1876540.250000 Penalty: 3130.487305
	Iteration 10F: 3 clusters Score -1876540 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1877284.750000 Penalty: 3130.487305
	Iteration 11Q: 3 clusters Score -1877285 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1877821.000000 Penalty: 3130.487305
	Iteration 12Q: 3 clusters Score -1877821 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1878214.250000 Penalty: 3130.487305
	Iteration 13Q: 3 clusters Score -1878214 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1878514.625000 Penalty: 3130.487305
	Iteration 14Q: 3 clusters Score -1878515 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1878658.000000 Penalty: 3130.487305
	Iteration 15Q: 3 clusters Score -1878658 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1878715.125000 Penalty: 3130.487305
	Iteration 16Q: 3 clusters Score -1878715 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1878753.625000 Penalty: 3130.487305
	Iteration 17Q: 3 clusters Score -1878754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1878760.500000 Penalty: 3130.487305
	Iteration 18Q: 3 clusters Score -1878760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1878771.750000 Penalty: 3130.487305
	Iteration 19Q: 3 clusters Score -1878772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1878773.375000 Penalty: 3130.487305
	Iteration 20F: 3 clusters Score -1878773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1878778.750000 Penalty: 3130.487305
	Iteration 21Q: 3 clusters Score -1878779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1878785.750000 Penalty: 3130.487305
	Iteration 22Q: 3 clusters Score -1878786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1878786.500000 Penalty: 3130.487305
	Iteration 23Q: 3 clusters Score -1878786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1878790.375000 Penalty: 3130.487305
	Iteration 24Q: 3 clusters Score -1878790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1878790.375000 Penalty: 3130.487305
	Iteration 25Q: 3 clusters Score -1878790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1878792.125000 Penalty: 3130.487305
	Iteration 26Q: 3 clusters Score -1878792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1878798.875000 Penalty: 3130.487305
	Iteration 27Q: 3 clusters Score -1878799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1878797.750000 Penalty: 3130.487305
	Iteration 28Q: 3 clusters Score -1878798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1878798.125000 Penalty: 3130.487305
	Iteration 29Q: 3 clusters Score -1878798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1878796.000000 Penalty: 3130.487305
	Iteration 30Q: 3 clusters Score -1878796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1878795.750000 Penalty: 3130.487305
	Iteration 31Q: 3 clusters Score -1878796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1878796.250000 Penalty: 3130.487305
	Iteration 32Q: 3 clusters Score -1878796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1878797.875000 Penalty: 3130.487305
	Iteration 33Q: 3 clusters Score -1878798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1878796.750000 Penalty: 3130.487305
	Iteration 34Q: 3 clusters Score -1878797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1878796.750000 Penalty: 3130.487305
	Iteration 35F: 3 clusters Score -1878797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Entering Unmasked Estep 
Score: -355476.000000 Penalty: 1300.980469
	Iteration 0F: 2 clusters Score -355476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -352784.156250 Penalty: 2601.960938
	Iteration 0F: 3 clusters Score -352784.2 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -353500.687500 Penalty: 2601.960938
	Iteration 1F: 3 clusters Score -353500.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -353722.468750 Penalty: 2601.960938
	Iteration 2F: 3 clusters Score -353722.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -353904.031250 Penalty: 2601.960938
	Iteration 3F: 3 clusters Score -353904 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -354047.031250 Penalty: 2601.960938
	Iteration 4F: 3 clusters Score -354047 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -354171.656250 Penalty: 2601.960938
	Iteration 5Q: 3 clusters Score -354171.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -354271.687500 Penalty: 2601.960938
	Iteration 6Q: 3 clusters Score -354271.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -354353.562500 Penalty: 2601.960938
	Iteration 7Q: 3 clusters Score -354353.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -354412.906250 Penalty: 2601.960938
	Iteration 8Q: 3 clusters Score -354412.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -354449.125000 Penalty: 2601.960938
	Iteration 9Q: 3 clusters Score -354449.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -354465.000000 Penalty: 2601.960938
	Iteration 10Q: 3 clusters Score -354465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -354474.593750 Penalty: 2601.960938
	Iteration 11Q: 3 clusters Score -354474.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -354482.562500 Penalty: 2601.960938
	Iteration 12Q: 3 clusters Score -354482.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -354486.031250 Penalty: 2601.960938
	Iteration 13Q: 3 clusters Score -354486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -354488.656250 Penalty: 2601.960938
	Iteration 14Q: 3 clusters Score -354488.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -354493.281250 Penalty: 2601.960938
	Iteration 15Q: 3 clusters Score -354493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -354497.937500 Penalty: 2601.960938
	Iteration 16Q: 3 clusters Score -354497.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -354503.968750 Penalty: 2601.960938
	Iteration 17Q: 3 clusters Score -354504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -354508.656250 Penalty: 2601.960938
	Iteration 18Q: 3 clusters Score -354508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -354511.500000 Penalty: 2601.960938
	Iteration 19Q: 3 clusters Score -354511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -354513.593750 Penalty: 2601.960938
	Iteration 20F: 3 clusters Score -354513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -354516.437500 Penalty: 2601.960938
	Iteration 21Q: 3 clusters Score -354516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -354516.281250 Penalty: 2601.960938
	Iteration 22Q: 3 clusters Score -354516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -354518.125000 Penalty: 2601.960938
	Iteration 23Q: 3 clusters Score -354518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -354519.531250 Penalty: 2601.960938
	Iteration 24Q: 3 clusters Score -354519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -354520.281250 Penalty: 2601.960938
	Iteration 25Q: 3 clusters Score -354520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -354521.468750 Penalty: 2601.960938
	Iteration 26Q: 3 clusters Score -354521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -354522.000000 Penalty: 2601.960938
	Iteration 27Q: 3 clusters Score -354522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -354524.343750 Penalty: 2601.960938
	Iteration 28Q: 3 clusters Score -354524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -354525.875000 Penalty: 2601.960938
	Iteration 29Q: 3 clusters Score -354525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -354526.281250 Penalty: 2601.960938
	Iteration 30Q: 3 clusters Score -354526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -354526.281250 Penalty: 2601.960938
	Iteration 31F: 3 clusters Score -354526.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Entering Unmasked Estep 
Score: -6009040.500000 Penalty: 1749.532959
	Iteration 0F: 2 clusters Score -6009040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -5977448.000000 Penalty: 3499.065918
	Iteration 0F: 3 clusters Score -5977448 nChanged 22134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -5989878.500000 Penalty: 3499.065918
	Iteration 1F: 3 clusters Score -5989878 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -5990486.000000 Penalty: 3499.065918
	Iteration 2Q: 3 clusters Score -5990486 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -5991333.000000 Penalty: 3499.065918
	Iteration 3Q: 3 clusters Score -5991333 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5992510.500000 Penalty: 3499.065918
	Iteration 4F: 3 clusters Score -5992510 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -5994427.500000 Penalty: 3499.065918
	Iteration 5F: 3 clusters Score -5994428 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -5997174.000000 Penalty: 3499.065918
	Iteration 6F: 3 clusters Score -5997174 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -6000382.500000 Penalty: 3499.065918
	Iteration 7F: 3 clusters Score -6000382 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -6003205.500000 Penalty: 3499.065918
	Iteration 8F: 3 clusters Score -6003206 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -6005168.500000 Penalty: 3499.065918
	Iteration 9Q: 3 clusters Score -6005168 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -6006253.000000 Penalty: 3499.065918
	Iteration 10Q: 3 clusters Score -6006253 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -6006816.000000 Penalty: 3499.065918
	Iteration 11Q: 3 clusters Score -6006816 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -6007061.500000 Penalty: 3499.065918
	Iteration 12Q: 3 clusters Score -6007062 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -6007204.500000 Penalty: 3499.065918
	Iteration 13Q: 3 clusters Score -6007204 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -6007285.000000 Penalty: 3499.065918
	Iteration 14Q: 3 clusters Score -6007285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6007358.000000 Penalty: 3499.065918
	Iteration 15Q: 3 clusters Score -6007358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -6007401.500000 Penalty: 3499.065918
	Iteration 16Q: 3 clusters Score -6007402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -6007427.000000 Penalty: 3499.065918
	Iteration 17Q: 3 clusters Score -6007427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -6007445.500000 Penalty: 3499.065918
	Iteration 18Q: 3 clusters Score -6007446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -6007468.500000 Penalty: 3499.065918
	Iteration 19Q: 3 clusters Score -6007468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -6007483.000000 Penalty: 3499.065918
	Iteration 20F: 3 clusters Score -6007483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -6007499.000000 Penalty: 3499.065918
	Iteration 21Q: 3 clusters Score -6007499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -6007504.500000 Penalty: 3499.065918
	Iteration 22Q: 3 clusters Score -6007504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -6007512.000000 Penalty: 3499.065918
	Iteration 23Q: 3 clusters Score -6007512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -6007515.000000 Penalty: 3499.065918
	Iteration 24Q: 3 clusters Score -6007515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -6007515.500000 Penalty: 3499.065918
	Iteration 25Q: 3 clusters Score -6007516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -6007515.000000 Penalty: 3499.065918
	Iteration 26Q: 3 clusters Score -6007515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -6007517.500000 Penalty: 3499.065918
	Iteration 27Q: 3 clusters Score -6007518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -6007516.500000 Penalty: 3499.065918
	Iteration 28Q: 3 clusters Score -6007516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -6007524.500000 Penalty: 3499.065918
	Iteration 29Q: 3 clusters Score -6007524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -6007533.000000 Penalty: 3499.065918
	Iteration 30Q: 3 clusters Score -6007533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -6007534.000000 Penalty: 3499.065918
	Iteration 31Q: 3 clusters Score -6007534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -6007532.000000 Penalty: 3499.065918
	Iteration 32Q: 3 clusters Score -6007532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -6007539.000000 Penalty: 3499.065918
	Iteration 33Q: 3 clusters Score -6007539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -6007539.500000 Penalty: 3499.065918
	Iteration 34Q: 3 clusters Score -6007540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -6007539.500000 Penalty: 3499.065918
	Iteration 35Q: 3 clusters Score -6007540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -6007535.000000 Penalty: 3499.065918
	Iteration 36Q: 3 clusters Score -6007535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -6007532.000000 Penalty: 3499.065918
	Iteration 37Q: 3 clusters Score -6007532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -6007536.000000 Penalty: 3499.065918
	Iteration 38Q: 3 clusters Score -6007536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -6007536.000000 Penalty: 3499.065918
	Iteration 39F: 3 clusters Score -6007536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Entering Unmasked Estep 
Score: -7393232.000000 Penalty: 1780.305298
	Iteration 0F: 2 clusters Score -7393232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -7356016.000000 Penalty: 3560.610596
	Iteration 0F: 3 clusters Score -7356016 nChanged 27134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -7371479.000000 Penalty: 3560.610596
	Iteration 1F: 3 clusters Score -7371479 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -7371868.500000 Penalty: 3560.610596
	Iteration 2Q: 3 clusters Score -7371868 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -7372364.000000 Penalty: 3560.610596
	Iteration 3Q: 3 clusters Score -7372364 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -7372864.500000 Penalty: 3560.610596
	Iteration 4Q: 3 clusters Score -7372864 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -7373585.000000 Penalty: 3560.610596
	Iteration 5Q: 3 clusters Score -7373585 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -7374681.000000 Penalty: 3560.610596
	Iteration 6Q: 3 clusters Score -7374681 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -7376423.000000 Penalty: 3560.610596
	Iteration 7F: 3 clusters Score -7376423 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -7378819.500000 Penalty: 3560.610596
	Iteration 8F: 3 clusters Score -7378820 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -7381677.000000 Penalty: 3560.610596
	Iteration 9F: 3 clusters Score -7381677 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -7384441.500000 Penalty: 3560.610596
	Iteration 10F: 3 clusters Score -7384442 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -7386434.500000 Penalty: 3560.610596
	Iteration 11Q: 3 clusters Score -7386434 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -7387832.500000 Penalty: 3560.610596
	Iteration 12Q: 3 clusters Score -7387832 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -7388790.000000 Penalty: 3560.610596
	Iteration 13Q: 3 clusters Score -7388790 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -7389547.500000 Penalty: 3560.610596
	Iteration 14Q: 3 clusters Score -7389548 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7390229.000000 Penalty: 3560.610596
	Iteration 15Q: 3 clusters Score -7390229 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7390674.500000 Penalty: 3560.610596
	Iteration 16Q: 3 clusters Score -7390674 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7390998.000000 Penalty: 3560.610596
	Iteration 17Q: 3 clusters Score -7390998 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7391241.500000 Penalty: 3560.610596
	Iteration 18Q: 3 clusters Score -7391242 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7391446.000000 Penalty: 3560.610596
	Iteration 19Q: 3 clusters Score -7391446 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7391568.000000 Penalty: 3560.610596
	Iteration 20F: 3 clusters Score -7391568 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7391647.000000 Penalty: 3560.610596
	Iteration 21Q: 3 clusters Score -7391647 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7391701.000000 Penalty: 3560.610596
	Iteration 22Q: 3 clusters Score -7391701 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7391741.500000 Penalty: 3560.610596
	Iteration 23Q: 3 clusters Score -7391742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7391757.500000 Penalty: 3560.610596
	Iteration 24Q: 3 clusters Score -7391758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7391783.500000 Penalty: 3560.610596
	Iteration 25Q: 3 clusters Score -7391784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7391785.000000 Penalty: 3560.610596
	Iteration 26Q: 3 clusters Score -7391785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7391804.000000 Penalty: 3560.610596
	Iteration 27Q: 3 clusters Score -7391804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7391818.000000 Penalty: 3560.610596
	Iteration 28Q: 3 clusters Score -7391818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7391818.500000 Penalty: 3560.610596
	Iteration 29Q: 3 clusters Score -7391818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7391823.000000 Penalty: 3560.610596
	Iteration 30Q: 3 clusters Score -7391823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7391833.500000 Penalty: 3560.610596
	Iteration 31Q: 3 clusters Score -7391834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7391826.500000 Penalty: 3560.610596
	Iteration 32Q: 3 clusters Score -7391826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7391828.500000 Penalty: 3560.610596
	Iteration 33Q: 3 clusters Score -7391828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7391827.500000 Penalty: 3560.610596
	Iteration 34Q: 3 clusters Score -7391828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7391832.500000 Penalty: 3560.610596
	Iteration 35Q: 3 clusters Score -7391832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7391831.000000 Penalty: 3560.610596
	Iteration 36Q: 3 clusters Score -7391831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7391834.000000 Penalty: 3560.610596
	Iteration 37Q: 3 clusters Score -7391834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7391831.500000 Penalty: 3560.610596
	Iteration 38Q: 3 clusters Score -7391832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7391839.500000 Penalty: 3560.610596
	Iteration 39Q: 3 clusters Score -7391840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7391841.000000 Penalty: 3560.610596
	Iteration 40F: 3 clusters Score -7391841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7391847.500000 Penalty: 3560.610596
	Iteration 41Q: 3 clusters Score -7391848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7391844.500000 Penalty: 3560.610596
	Iteration 42Q: 3 clusters Score -7391844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7391849.500000 Penalty: 3560.610596
	Iteration 43Q: 3 clusters Score -7391850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7391846.000000 Penalty: 3560.610596
	Iteration 44Q: 3 clusters Score -7391846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7391846.000000 Penalty: 3560.610596
	Iteration 45Q: 3 clusters Score -7391846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7391843.000000 Penalty: 3560.610596
	Iteration 46Q: 3 clusters Score -7391843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7391843.000000 Penalty: 3560.610596
	Iteration 47F: 3 clusters Score -7391843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Entering Unmasked Estep 
Score: -5286295.000000 Penalty: 1726.551147
	Iteration 0F: 2 clusters Score -5286295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -5258772.500000 Penalty: 3453.102295
	Iteration 0F: 3 clusters Score -5258772 nChanged 19238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -5269351.500000 Penalty: 3453.102295
	Iteration 1F: 3 clusters Score -5269352 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -5269651.000000 Penalty: 3453.102295
	Iteration 2Q: 3 clusters Score -5269651 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5270052.000000 Penalty: 3453.102295
	Iteration 3Q: 3 clusters Score -5270052 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5270514.500000 Penalty: 3453.102295
	Iteration 4Q: 3 clusters Score -5270514 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -5271078.000000 Penalty: 3453.102295
	Iteration 5Q: 3 clusters Score -5271078 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -5272018.000000 Penalty: 3453.102295
	Iteration 6Q: 3 clusters Score -5272018 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -5273514.000000 Penalty: 3453.102295
	Iteration 7F: 3 clusters Score -5273514 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -5275863.500000 Penalty: 3453.102295
	Iteration 8F: 3 clusters Score -5275864 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -5278961.500000 Penalty: 3453.102295
	Iteration 9F: 3 clusters Score -5278962 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -5281867.000000 Penalty: 3453.102295
	Iteration 10F: 3 clusters Score -5281867 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5283588.500000 Penalty: 3453.102295
	Iteration 11Q: 3 clusters Score -5283588 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -5284274.500000 Penalty: 3453.102295
	Iteration 12Q: 3 clusters Score -5284274 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -5284527.000000 Penalty: 3453.102295
	Iteration 13Q: 3 clusters Score -5284527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -5284607.000000 Penalty: 3453.102295
	Iteration 14Q: 3 clusters Score -5284607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5284634.500000 Penalty: 3453.102295
	Iteration 15Q: 3 clusters Score -5284634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -5284663.000000 Penalty: 3453.102295
	Iteration 16Q: 3 clusters Score -5284663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -5284680.500000 Penalty: 3453.102295
	Iteration 17Q: 3 clusters Score -5284680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -5284687.000000 Penalty: 3453.102295
	Iteration 18Q: 3 clusters Score -5284687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5284698.500000 Penalty: 3453.102295
	Iteration 19Q: 3 clusters Score -5284698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5284711.000000 Penalty: 3453.102295
	Iteration 20F: 3 clusters Score -5284711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5284707.500000 Penalty: 3453.102295
	Iteration 21Q: 3 clusters Score -5284708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -5284709.500000 Penalty: 3453.102295
	Iteration 22Q: 3 clusters Score -5284710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5284710.500000 Penalty: 3453.102295
	Iteration 23Q: 3 clusters Score -5284710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5284710.500000 Penalty: 3453.102295
	Iteration 24F: 3 clusters Score -5284710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -14519.591797 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -14519.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13913.189453 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -13913.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14057.823242 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -14057.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14111.563477 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -14111.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14138.785156 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -14138.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14141.761719 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -14141.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14141.761719 Penalty: 1687.711060
	Iteration 5F: 3 clusters Score -14141.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Entering Unmasked Estep 
Score: -1045096.187500 Penalty: 1462.478271
	Iteration 0F: 2 clusters Score -1045096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1039214.625000 Penalty: 2924.956543
	Iteration 0F: 3 clusters Score -1039215 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1040961.375000 Penalty: 2924.956543
	Iteration 1F: 3 clusters Score -1040961 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1041136.562500 Penalty: 2924.956543
	Iteration 2F: 3 clusters Score -1041137 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1041287.312500 Penalty: 2924.956543
	Iteration 3Q: 3 clusters Score -1041287 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1041406.250000 Penalty: 2924.956543
	Iteration 4Q: 3 clusters Score -1041406 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1041513.062500 Penalty: 2924.956543
	Iteration 5Q: 3 clusters Score -1041513 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1041623.437500 Penalty: 2924.956543
	Iteration 6Q: 3 clusters Score -1041623 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1041741.875000 Penalty: 2924.956543
	Iteration 7Q: 3 clusters Score -1041742 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1041888.312500 Penalty: 2924.956543
	Iteration 8Q: 3 clusters Score -1041888 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1042079.812500 Penalty: 2924.956543
	Iteration 9Q: 3 clusters Score -1042080 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1042296.437500 Penalty: 2924.956543
	Iteration 10Q: 3 clusters Score -1042296 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1042553.125000 Penalty: 2924.956543
	Iteration 11Q: 3 clusters Score -1042553 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1042793.000000 Penalty: 2924.956543
	Iteration 12Q: 3 clusters Score -1042793 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1042962.000000 Penalty: 2924.956543
	Iteration 13Q: 3 clusters Score -1042962 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1043106.375000 Penalty: 2924.956543
	Iteration 14Q: 3 clusters Score -1043106 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1043237.937500 Penalty: 2924.956543
	Iteration 15Q: 3 clusters Score -1043238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1043353.250000 Penalty: 2924.956543
	Iteration 16Q: 3 clusters Score -1043353 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1043436.875000 Penalty: 2924.956543
	Iteration 17Q: 3 clusters Score -1043437 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1043498.062500 Penalty: 2924.956543
	Iteration 18Q: 3 clusters Score -1043498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1043559.625000 Penalty: 2924.956543
	Iteration 19Q: 3 clusters Score -1043560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1043613.937500 Penalty: 2924.956543
	Iteration 20F: 3 clusters Score -1043614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1043650.562500 Penalty: 2924.956543
	Iteration 21Q: 3 clusters Score -1043651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1043683.687500 Penalty: 2924.956543
	Iteration 22Q: 3 clusters Score -1043684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1043705.687500 Penalty: 2924.956543
	Iteration 23Q: 3 clusters Score -1043706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1043724.437500 Penalty: 2924.956543
	Iteration 24Q: 3 clusters Score -1043724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1043745.375000 Penalty: 2924.956543
	Iteration 25Q: 3 clusters Score -1043745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1043751.437500 Penalty: 2924.956543
	Iteration 26Q: 3 clusters Score -1043751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1043764.187500 Penalty: 2924.956543
	Iteration 27Q: 3 clusters Score -1043764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1043775.187500 Penalty: 2924.956543
	Iteration 28Q: 3 clusters Score -1043775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1043783.937500 Penalty: 2924.956543
	Iteration 29Q: 3 clusters Score -1043784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1043788.750000 Penalty: 2924.956543
	Iteration 30Q: 3 clusters Score -1043789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1043791.750000 Penalty: 2924.956543
	Iteration 31Q: 3 clusters Score -1043792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1043793.875000 Penalty: 2924.956543
	Iteration 32Q: 3 clusters Score -1043794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1043794.812500 Penalty: 2924.956543
	Iteration 33Q: 3 clusters Score -1043795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1043796.937500 Penalty: 2924.956543
	Iteration 34Q: 3 clusters Score -1043797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1043799.125000 Penalty: 2924.956543
	Iteration 35Q: 3 clusters Score -1043799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1043804.187500 Penalty: 2924.956543
	Iteration 36Q: 3 clusters Score -1043804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1043807.062500 Penalty: 2924.956543
	Iteration 37Q: 3 clusters Score -1043807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1043807.875000 Penalty: 2924.956543
	Iteration 38Q: 3 clusters Score -1043808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1043807.875000 Penalty: 2924.956543
	Iteration 39F: 3 clusters Score -1043808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -71529.304688 Penalty: 1047.171387
	Iteration 0F: 2 clusters Score -71529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70408.187500 Penalty: 2094.342773
	Iteration 0F: 3 clusters Score -70408.19 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70590.882812 Penalty: 2094.342773
	Iteration 1F: 3 clusters Score -70590.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70667.578125 Penalty: 2094.342773
	Iteration 2F: 3 clusters Score -70667.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70757.718750 Penalty: 2094.342773
	Iteration 3F: 3 clusters Score -70757.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70844.695312 Penalty: 2094.342773
	Iteration 4F: 3 clusters Score -70844.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70936.593750 Penalty: 2094.342773
	Iteration 5Q: 3 clusters Score -70936.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71000.765625 Penalty: 2094.342773
	Iteration 6Q: 3 clusters Score -71000.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71076.531250 Penalty: 2094.342773
	Iteration 7Q: 3 clusters Score -71076.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71127.695312 Penalty: 2094.342773
	Iteration 8Q: 3 clusters Score -71127.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71151.546875 Penalty: 2094.342773
	Iteration 9Q: 3 clusters Score -71151.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71165.898438 Penalty: 2094.342773
	Iteration 10Q: 3 clusters Score -71165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71169.296875 Penalty: 2094.342773
	Iteration 11Q: 3 clusters Score -71169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71176.828125 Penalty: 2094.342773
	Iteration 12Q: 3 clusters Score -71176.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71182.890625 Penalty: 2094.342773
	Iteration 13Q: 3 clusters Score -71182.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71186.414062 Penalty: 2094.342773
	Iteration 14Q: 3 clusters Score -71186.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71186.414062 Penalty: 2094.342773
	Iteration 15F: 3 clusters Score -71186.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Entering Unmasked Estep 
Score: -3952105.500000 Penalty: 1680.999023
	Iteration 0F: 2 clusters Score -3952106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3931242.500000 Penalty: 3361.998047
	Iteration 0F: 3 clusters Score -3931242 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3939240.000000 Penalty: 3361.998047
	Iteration 1F: 3 clusters Score -3939240 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3939591.750000 Penalty: 3361.998047
	Iteration 2Q: 3 clusters Score -3939592 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3939962.750000 Penalty: 3361.998047
	Iteration 3Q: 3 clusters Score -3939963 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3940383.000000 Penalty: 3361.998047
	Iteration 4Q: 3 clusters Score -3940383 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3940934.500000 Penalty: 3361.998047
	Iteration 5Q: 3 clusters Score -3940934 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3941586.250000 Penalty: 3361.998047
	Iteration 6Q: 3 clusters Score -3941586 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3942527.000000 Penalty: 3361.998047
	Iteration 7Q: 3 clusters Score -3942527 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3943648.500000 Penalty: 3361.998047
	Iteration 8F: 3 clusters Score -3943648 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -3944824.250000 Penalty: 3361.998047
	Iteration 9F: 3 clusters Score -3944824 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3945867.250000 Penalty: 3361.998047
	Iteration 10Q: 3 clusters Score -3945867 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3946505.000000 Penalty: 3361.998047
	Iteration 11Q: 3 clusters Score -3946505 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3946915.750000 Penalty: 3361.998047
	Iteration 12Q: 3 clusters Score -3946916 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3947218.000000 Penalty: 3361.998047
	Iteration 13Q: 3 clusters Score -3947218 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3947482.000000 Penalty: 3361.998047
	Iteration 14Q: 3 clusters Score -3947482 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3947762.250000 Penalty: 3361.998047
	Iteration 15Q: 3 clusters Score -3947762 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3948066.250000 Penalty: 3361.998047
	Iteration 16Q: 3 clusters Score -3948066 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3948377.000000 Penalty: 3361.998047
	Iteration 17Q: 3 clusters Score -3948377 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3948702.750000 Penalty: 3361.998047
	Iteration 18Q: 3 clusters Score -3948703 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3949065.000000 Penalty: 3361.998047
	Iteration 19Q: 3 clusters Score -3949065 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3949392.250000 Penalty: 3361.998047
	Iteration 20F: 3 clusters Score -3949392 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3949664.500000 Penalty: 3361.998047
	Iteration 21Q: 3 clusters Score -3949664 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3949917.750000 Penalty: 3361.998047
	Iteration 22Q: 3 clusters Score -3949918 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3950119.250000 Penalty: 3361.998047
	Iteration 23Q: 3 clusters Score -3950119 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3950269.000000 Penalty: 3361.998047
	Iteration 24Q: 3 clusters Score -3950269 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3950369.500000 Penalty: 3361.998047
	Iteration 25Q: 3 clusters Score -3950370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3950438.500000 Penalty: 3361.998047
	Iteration 26Q: 3 clusters Score -3950438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3950482.500000 Penalty: 3361.998047
	Iteration 27Q: 3 clusters Score -3950482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3950523.750000 Penalty: 3361.998047
	Iteration 28Q: 3 clusters Score -3950524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3950558.750000 Penalty: 3361.998047
	Iteration 29Q: 3 clusters Score -3950559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3950585.500000 Penalty: 3361.998047
	Iteration 30Q: 3 clusters Score -3950586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3950603.500000 Penalty: 3361.998047
	Iteration 31Q: 3 clusters Score -3950604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3950621.500000 Penalty: 3361.998047
	Iteration 32Q: 3 clusters Score -3950622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3950642.750000 Penalty: 3361.998047
	Iteration 33Q: 3 clusters Score -3950643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3950645.000000 Penalty: 3361.998047
	Iteration 34Q: 3 clusters Score -3950645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3950647.250000 Penalty: 3361.998047
	Iteration 35Q: 3 clusters Score -3950647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3950654.500000 Penalty: 3361.998047
	Iteration 36Q: 3 clusters Score -3950654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3950654.250000 Penalty: 3361.998047
	Iteration 37Q: 3 clusters Score -3950654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3950657.250000 Penalty: 3361.998047
	Iteration 38Q: 3 clusters Score -3950657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3950659.250000 Penalty: 3361.998047
	Iteration 39Q: 3 clusters Score -3950659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3950662.750000 Penalty: 3361.998047
	Iteration 40F: 3 clusters Score -3950663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3950669.500000 Penalty: 3361.998047
	Iteration 41Q: 3 clusters Score -3950670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3950673.500000 Penalty: 3361.998047
	Iteration 42Q: 3 clusters Score -3950674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3950676.250000 Penalty: 3361.998047
	Iteration 43Q: 3 clusters Score -3950676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3950682.750000 Penalty: 3361.998047
	Iteration 44Q: 3 clusters Score -3950683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3950680.750000 Penalty: 3361.998047
	Iteration 45Q: 3 clusters Score -3950681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3950680.750000 Penalty: 3361.998047
	Iteration 46F: 3 clusters Score -3950681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -812407.875000 Penalty: 1425.171143
	Iteration 0F: 2 clusters Score -812407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -807523.000000 Penalty: 2850.342285
	Iteration 0F: 3 clusters Score -807523 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -808939.000000 Penalty: 2850.342285
	Iteration 1F: 3 clusters Score -808939 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -809102.687500 Penalty: 2850.342285
	Iteration 2F: 3 clusters Score -809102.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -809198.125000 Penalty: 2850.342285
	Iteration 3Q: 3 clusters Score -809198.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -809286.312500 Penalty: 2850.342285
	Iteration 4Q: 3 clusters Score -809286.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -809375.500000 Penalty: 2850.342285
	Iteration 5Q: 3 clusters Score -809375.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -809464.625000 Penalty: 2850.342285
	Iteration 6Q: 3 clusters Score -809464.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -809554.812500 Penalty: 2850.342285
	Iteration 7Q: 3 clusters Score -809554.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -809635.562500 Penalty: 2850.342285
	Iteration 8Q: 3 clusters Score -809635.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -809715.437500 Penalty: 2850.342285
	Iteration 9Q: 3 clusters Score -809715.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -809811.375000 Penalty: 2850.342285
	Iteration 10Q: 3 clusters Score -809811.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -809934.937500 Penalty: 2850.342285
	Iteration 11Q: 3 clusters Score -809934.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -810080.875000 Penalty: 2850.342285
	Iteration 12Q: 3 clusters Score -810080.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -810225.125000 Penalty: 2850.342285
	Iteration 13Q: 3 clusters Score -810225.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -810340.000000 Penalty: 2850.342285
	Iteration 14Q: 3 clusters Score -810340 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -810444.250000 Penalty: 2850.342285
	Iteration 15Q: 3 clusters Score -810444.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -810573.875000 Penalty: 2850.342285
	Iteration 16Q: 3 clusters Score -810573.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -810729.250000 Penalty: 2850.342285
	Iteration 17Q: 3 clusters Score -810729.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -810890.500000 Penalty: 2850.342285
	Iteration 18Q: 3 clusters Score -810890.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -811028.687500 Penalty: 2850.342285
	Iteration 19Q: 3 clusters Score -811028.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -811146.437500 Penalty: 2850.342285
	Iteration 20F: 3 clusters Score -811146.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -811230.812500 Penalty: 2850.342285
	Iteration 21Q: 3 clusters Score -811230.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -811294.500000 Penalty: 2850.342285
	Iteration 22Q: 3 clusters Score -811294.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -811348.875000 Penalty: 2850.342285
	Iteration 23Q: 3 clusters Score -811348.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -811397.250000 Penalty: 2850.342285
	Iteration 24Q: 3 clusters Score -811397.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -811442.000000 Penalty: 2850.342285
	Iteration 25Q: 3 clusters Score -811442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -811482.812500 Penalty: 2850.342285
	Iteration 26Q: 3 clusters Score -811482.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -811514.125000 Penalty: 2850.342285
	Iteration 27Q: 3 clusters Score -811514.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -811553.875000 Penalty: 2850.342285
	Iteration 28Q: 3 clusters Score -811553.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -811579.937500 Penalty: 2850.342285
	Iteration 29Q: 3 clusters Score -811579.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -811598.500000 Penalty: 2850.342285
	Iteration 30Q: 3 clusters Score -811598.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -811615.000000 Penalty: 2850.342285
	Iteration 31Q: 3 clusters Score -811615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -811629.125000 Penalty: 2850.342285
	Iteration 32Q: 3 clusters Score -811629.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -811640.250000 Penalty: 2850.342285
	Iteration 33Q: 3 clusters Score -811640.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -811642.812500 Penalty: 2850.342285
	Iteration 34Q: 3 clusters Score -811642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -811647.312500 Penalty: 2850.342285
	Iteration 35Q: 3 clusters Score -811647.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -811646.937500 Penalty: 2850.342285
	Iteration 36Q: 3 clusters Score -811646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -811646.937500 Penalty: 2850.342285
	Iteration 37F: 3 clusters Score -811646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -603396.375000 Penalty: 1372.495605
	Iteration 0F: 2 clusters Score -603396.4 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 2274 members 
Entering Unmasked Estep 
Score: -599627.375000 Penalty: 2744.991211
	Iteration 0F: 3 clusters Score -599627.4 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -600667.937500 Penalty: 2744.991211
	Iteration 1F: 3 clusters Score -600667.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -600836.437500 Penalty: 2744.991211
	Iteration 2F: 3 clusters Score -600836.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -600944.500000 Penalty: 2744.991211
	Iteration 3Q: 3 clusters Score -600944.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -601031.750000 Penalty: 2744.991211
	Iteration 4Q: 3 clusters Score -601031.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -601104.625000 Penalty: 2744.991211
	Iteration 5Q: 3 clusters Score -601104.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -601170.500000 Penalty: 2744.991211
	Iteration 6Q: 3 clusters Score -601170.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -601216.750000 Penalty: 2744.991211
	Iteration 7Q: 3 clusters Score -601216.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -601260.812500 Penalty: 2744.991211
	Iteration 8Q: 3 clusters Score -601260.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -601311.250000 Penalty: 2744.991211
	Iteration 9Q: 3 clusters Score -601311.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -601371.437500 Penalty: 2744.991211
	Iteration 10Q: 3 clusters Score -601371.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -601446.875000 Penalty: 2744.991211
	Iteration 11Q: 3 clusters Score -601446.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -601516.812500 Penalty: 2744.991211
	Iteration 12Q: 3 clusters Score -601516.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -601590.312500 Penalty: 2744.991211
	Iteration 13Q: 3 clusters Score -601590.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -601666.062500 Penalty: 2744.991211
	Iteration 14Q: 3 clusters Score -601666.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -601737.000000 Penalty: 2744.991211
	Iteration 15Q: 3 clusters Score -601737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -601795.937500 Penalty: 2744.991211
	Iteration 16Q: 3 clusters Score -601795.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -601840.187500 Penalty: 2744.991211
	Iteration 17Q: 3 clusters Score -601840.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -601878.375000 Penalty: 2744.991211
	Iteration 18Q: 3 clusters Score -601878.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -601917.937500 Penalty: 2744.991211
	Iteration 19Q: 3 clusters Score -601917.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -601943.812500 Penalty: 2744.991211
	Iteration 20F: 3 clusters Score -601943.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -601966.437500 Penalty: 2744.991211
	Iteration 21Q: 3 clusters Score -601966.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -601990.562500 Penalty: 2744.991211
	Iteration 22Q: 3 clusters Score -601990.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -602009.937500 Penalty: 2744.991211
	Iteration 23Q: 3 clusters Score -602009.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -602028.937500 Penalty: 2744.991211
	Iteration 24Q: 3 clusters Score -602028.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -602048.500000 Penalty: 2744.991211
	Iteration 25Q: 3 clusters Score -602048.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -602060.562500 Penalty: 2744.991211
	Iteration 26Q: 3 clusters Score -602060.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -602076.375000 Penalty: 2744.991211
	Iteration 27Q: 3 clusters Score -602076.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -602091.812500 Penalty: 2744.991211
	Iteration 28Q: 3 clusters Score -602091.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -602103.750000 Penalty: 2744.991211
	Iteration 29Q: 3 clusters Score -602103.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -602117.062500 Penalty: 2744.991211
	Iteration 30Q: 3 clusters Score -602117.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -602130.500000 Penalty: 2744.991211
	Iteration 31Q: 3 clusters Score -602130.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -602143.625000 Penalty: 2744.991211
	Iteration 32Q: 3 clusters Score -602143.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -602157.625000 Penalty: 2744.991211
	Iteration 33Q: 3 clusters Score -602157.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -602163.937500 Penalty: 2744.991211
	Iteration 34Q: 3 clusters Score -602163.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -602168.625000 Penalty: 2744.991211
	Iteration 35Q: 3 clusters Score -602168.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -602173.375000 Penalty: 2744.991211
	Iteration 36Q: 3 clusters Score -602173.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -602175.500000 Penalty: 2744.991211
	Iteration 37Q: 3 clusters Score -602175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -602179.750000 Penalty: 2744.991211
	Iteration 38Q: 3 clusters Score -602179.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -602182.812500 Penalty: 2744.991211
	Iteration 39Q: 3 clusters Score -602182.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -602188.500000 Penalty: 2744.991211
	Iteration 40F: 3 clusters Score -602188.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -602190.812500 Penalty: 2744.991211
	Iteration 41Q: 3 clusters Score -602190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -602192.687500 Penalty: 2744.991211
	Iteration 42Q: 3 clusters Score -602192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -602193.187500 Penalty: 2744.991211
	Iteration 43Q: 3 clusters Score -602193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -602194.000000 Penalty: 2744.991211
	Iteration 44Q: 3 clusters Score -602194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -602196.125000 Penalty: 2744.991211
	Iteration 45Q: 3 clusters Score -602196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -602198.937500 Penalty: 2744.991211
	Iteration 46Q: 3 clusters Score -602198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -602201.250000 Penalty: 2744.991211
	Iteration 47Q: 3 clusters Score -602201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -602202.062500 Penalty: 2744.991211
	Iteration 48Q: 3 clusters Score -602202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -602203.187500 Penalty: 2744.991211
	Iteration 49Q: 3 clusters Score -602203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -602205.000000 Penalty: 2744.991211
	Iteration 50Q: 3 clusters Score -602205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -602206.250000 Penalty: 2744.991211
	Iteration 51Q: 3 clusters Score -602206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -602207.437500 Penalty: 2744.991211
	Iteration 52Q: 3 clusters Score -602207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -602206.687500 Penalty: 2744.991211
	Iteration 53Q: 3 clusters Score -602206.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -602206.312500 Penalty: 2744.991211
	Iteration 54Q: 3 clusters Score -602206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -602206.312500 Penalty: 2744.991211
	Iteration 55F: 3 clusters Score -602206.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Entering Unmasked Estep 
Score: -3430532.500000 Penalty: 1656.353149
	Iteration 0F: 2 clusters Score -3430532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3412509.500000 Penalty: 3312.706299
	Iteration 0F: 3 clusters Score -3412510 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3419163.500000 Penalty: 3312.706299
	Iteration 1F: 3 clusters Score -3419164 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3419565.500000 Penalty: 3312.706299
	Iteration 2Q: 3 clusters Score -3419566 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3420008.000000 Penalty: 3312.706299
	Iteration 3Q: 3 clusters Score -3420008 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3420520.250000 Penalty: 3312.706299
	Iteration 4Q: 3 clusters Score -3420520 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3421166.750000 Penalty: 3312.706299
	Iteration 5Q: 3 clusters Score -3421167 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3422060.000000 Penalty: 3312.706299
	Iteration 6F: 3 clusters Score -3422060 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3423319.500000 Penalty: 3312.706299
	Iteration 7F: 3 clusters Score -3423320 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3424880.000000 Penalty: 3312.706299
	Iteration 8F: 3 clusters Score -3424880 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3426294.250000 Penalty: 3312.706299
	Iteration 9F: 3 clusters Score -3426294 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3427336.000000 Penalty: 3312.706299
	Iteration 10Q: 3 clusters Score -3427336 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3428020.000000 Penalty: 3312.706299
	Iteration 11Q: 3 clusters Score -3428020 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3428432.750000 Penalty: 3312.706299
	Iteration 12Q: 3 clusters Score -3428433 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3428663.250000 Penalty: 3312.706299
	Iteration 13Q: 3 clusters Score -3428663 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3428808.750000 Penalty: 3312.706299
	Iteration 14Q: 3 clusters Score -3428809 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3428910.750000 Penalty: 3312.706299
	Iteration 15Q: 3 clusters Score -3428911 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3428975.250000 Penalty: 3312.706299
	Iteration 16Q: 3 clusters Score -3428975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3429010.500000 Penalty: 3312.706299
	Iteration 17Q: 3 clusters Score -3429010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3429035.500000 Penalty: 3312.706299
	Iteration 18Q: 3 clusters Score -3429036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3429053.750000 Penalty: 3312.706299
	Iteration 19Q: 3 clusters Score -3429054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3429064.000000 Penalty: 3312.706299
	Iteration 20F: 3 clusters Score -3429064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3429075.750000 Penalty: 3312.706299
	Iteration 21Q: 3 clusters Score -3429076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3429080.750000 Penalty: 3312.706299
	Iteration 22Q: 3 clusters Score -3429081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3429094.000000 Penalty: 3312.706299
	Iteration 23Q: 3 clusters Score -3429094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3429103.000000 Penalty: 3312.706299
	Iteration 24Q: 3 clusters Score -3429103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3429109.750000 Penalty: 3312.706299
	Iteration 25Q: 3 clusters Score -3429110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3429110.500000 Penalty: 3312.706299
	Iteration 26Q: 3 clusters Score -3429110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3429116.250000 Penalty: 3312.706299
	Iteration 27Q: 3 clusters Score -3429116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3429114.250000 Penalty: 3312.706299
	Iteration 28Q: 3 clusters Score -3429114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3429121.000000 Penalty: 3312.706299
	Iteration 29Q: 3 clusters Score -3429121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3429121.750000 Penalty: 3312.706299
	Iteration 30Q: 3 clusters Score -3429122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3429121.750000 Penalty: 3312.706299
	Iteration 31F: 3 clusters Score -3429122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Entering Unmasked Estep 
Score: -8044444.500000 Penalty: 1794.918823
	Iteration 0F: 2 clusters Score -8044444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -8003993.000000 Penalty: 3589.837646
	Iteration 0F: 3 clusters Score -8003993 nChanged 29686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -8020907.500000 Penalty: 3589.837646
	Iteration 1F: 3 clusters Score -8020908 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -8021397.500000 Penalty: 3589.837646
	Iteration 2Q: 3 clusters Score -8021398 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -8021865.000000 Penalty: 3589.837646
	Iteration 3Q: 3 clusters Score -8021865 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -8022433.000000 Penalty: 3589.837646
	Iteration 4Q: 3 clusters Score -8022433 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -8023217.500000 Penalty: 3589.837646
	Iteration 5Q: 3 clusters Score -8023218 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -8024286.000000 Penalty: 3589.837646
	Iteration 6Q: 3 clusters Score -8024286 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -8025865.000000 Penalty: 3589.837646
	Iteration 7Q: 3 clusters Score -8025865 nChanged 3427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8028099 nChanged 3892
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Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8031175 nChanged 3910
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Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8033772 nChanged 2965
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Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 32571 members 
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	Iteration 11Q: 3 clusters Score -8035134 nChanged 1798
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Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8035742 nChanged 1292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8036222 nChanged 1099
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Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8036628 nChanged 1072
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Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8036981 nChanged 1028
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Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8037340 nChanged 989
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Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8037708 nChanged 948
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Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8038046 nChanged 895
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Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8038354 nChanged 861
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Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8038606 nChanged 797
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Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8038794 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8038965 nChanged 629
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Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8039088 nChanged 588
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Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8039222 nChanged 555
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8039320 nChanged 538
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Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8039436 nChanged 524
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Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8039541 nChanged 504
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Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 38190 members 
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	Iteration 28Q: 3 clusters Score -8039588 nChanged 483
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Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8039661 nChanged 507
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Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8039743 nChanged 483
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Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 39599 members 
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	Iteration 31Q: 3 clusters Score -8039808 nChanged 475
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Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8039908 nChanged 459
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Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 40523 members 
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	Iteration 33Q: 3 clusters Score -8039976 nChanged 427
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Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 40946 members 
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	Iteration 34Q: 3 clusters Score -8040016 nChanged 413
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Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 41359 members 
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	Iteration 35Q: 3 clusters Score -8040092 nChanged 438
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Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 41797 members 
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	Iteration 36Q: 3 clusters Score -8040140 nChanged 381
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Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 42178 members 
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	Iteration 37Q: 3 clusters Score -8040161 nChanged 352
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Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 42530 members 
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	Iteration 38Q: 3 clusters Score -8040187 nChanged 371
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Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 42901 members 
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	Iteration 39Q: 3 clusters Score -8040212 nChanged 387
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Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8040220 nChanged 393
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Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 43679 members 
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	Iteration 41Q: 3 clusters Score -8040234 nChanged 371
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Mstep: Class 1 contains 18621 members 
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	Iteration 42Q: 3 clusters Score -8040259 nChanged 350
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Mstep: Class 1 contains 18271 members 
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	Iteration 43Q: 3 clusters Score -8040304 nChanged 323
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Mstep: Class 1 contains 17948 members 
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	Iteration 44Q: 3 clusters Score -8040368 nChanged 314
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Mstep: Class 1 contains 17634 members 
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	Iteration 45Q: 3 clusters Score -8040370 nChanged 282
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Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 45319 members 
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	Iteration 46Q: 3 clusters Score -8040406 nChanged 263
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Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8040419 nChanged 244
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Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 45826 members 
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	Iteration 48Q: 3 clusters Score -8040458 nChanged 233
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Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 46059 members 
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	Iteration 49Q: 3 clusters Score -8040451 nChanged 222
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Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 46281 members 
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	Iteration 50Q: 3 clusters Score -8040444 nChanged 234
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Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 46515 members 
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	Iteration 51Q: 3 clusters Score -8040476 nChanged 209
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Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 46724 members 
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	Iteration 52Q: 3 clusters Score -8040524 nChanged 208
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Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 46932 members 
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	Iteration 53Q: 3 clusters Score -8040505 nChanged 216
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Mstep: Class 1 contains 15523 members 
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	Iteration 54Q: 3 clusters Score -8040520 nChanged 202
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Mstep: Class 1 contains 15321 members 
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	Iteration 55Q: 3 clusters Score -8040508 nChanged 221
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Mstep: Class 1 contains 15100 members 
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	Iteration 56Q: 3 clusters Score -8040548 nChanged 239
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Mstep: Class 1 contains 14861 members 
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	Iteration 57Q: 3 clusters Score -8040567 nChanged 224
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Mstep: Class 1 contains 14639 members 
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	Iteration 58Q: 3 clusters Score -8040614 nChanged 215
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	Iteration 59Q: 3 clusters Score -8040600 nChanged 207
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	Iteration 60F: 3 clusters Score -8040603 nChanged 223
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Mstep: Class 1 contains 13996 members 
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	Iteration 61Q: 3 clusters Score -8040622 nChanged 261
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	Iteration 62Q: 3 clusters Score -8040654 nChanged 236
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	Iteration 63Q: 3 clusters Score -8040697 nChanged 244
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	Iteration 64Q: 3 clusters Score -8040746 nChanged 274
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Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 49690 members 
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	Iteration 65Q: 3 clusters Score -8040752 nChanged 279
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Mstep: Class 1 contains 12702 members 
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	Iteration 66Q: 3 clusters Score -8040805 nChanged 259
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Mstep: Class 1 contains 12443 members 
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	Iteration 67Q: 3 clusters Score -8040826 nChanged 234
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Mstep: Class 1 contains 12209 members 
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	Iteration 68Q: 3 clusters Score -8040860 nChanged 239
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Mstep: Class 1 contains 11970 members 
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	Iteration 69Q: 3 clusters Score -8040870 nChanged 222
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Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 50923 members 
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	Iteration 70Q: 3 clusters Score -8040896 nChanged 202
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Mstep: Class 1 contains 11546 members 
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	Iteration 71Q: 3 clusters Score -8040934 nChanged 186
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Mstep: Class 1 contains 11360 members 
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	Iteration 72Q: 3 clusters Score -8040980 nChanged 175
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Mstep: Class 1 contains 11185 members 
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	Iteration 73Q: 3 clusters Score -8040974 nChanged 197
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Mstep: Class 1 contains 10988 members 
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	Iteration 74Q: 3 clusters Score -8040980 nChanged 199
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Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 51882 members 
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	Iteration 75Q: 3 clusters Score -8041014 nChanged 193
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Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 52075 members 
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	Iteration 76Q: 3 clusters Score -8040995 nChanged 181
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	Iteration 77Q: 3 clusters Score -8040992 nChanged 169
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	Iteration 78Q: 3 clusters Score -8041020 nChanged 158
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	Iteration 79Q: 3 clusters Score -8041032 nChanged 157
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Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 52740 members 
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	Iteration 80F: 3 clusters Score -8041048 nChanged 171
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Mstep: Class 1 contains 9760 members 
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	Iteration 81Q: 3 clusters Score -8041064 nChanged 156
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Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 53067 members 
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	Iteration 82Q: 3 clusters Score -8041059 nChanged 147
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Mstep: Class 1 contains 9459 members 
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	Iteration 83Q: 3 clusters Score -8041052 nChanged 135
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Mstep: Class 1 contains 9324 members 
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	Iteration 84Q: 3 clusters Score -8041066 nChanged 132
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Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 53477 members 
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	Iteration 85Q: 3 clusters Score -8041048 nChanged 119
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Mstep: Class 1 contains 9077 members 
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	Iteration 86Q: 3 clusters Score -8041068 nChanged 126
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Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 53720 members 
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	Iteration 87Q: 3 clusters Score -8041079 nChanged 134
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	Iteration 88Q: 3 clusters Score -8041073 nChanged 137
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	Iteration 89Q: 3 clusters Score -8041096 nChanged 134
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	Iteration 90Q: 3 clusters Score -8041134 nChanged 159
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Mstep: Class 1 contains 8389 members 
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	Iteration 91Q: 3 clusters Score -8041154 nChanged 152
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Mstep: Class 1 contains 8237 members 
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	Iteration 92Q: 3 clusters Score -8041170 nChanged 169
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Mstep: Class 1 contains 8068 members 
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	Iteration 93Q: 3 clusters Score -8041187 nChanged 186
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	Iteration 94Q: 3 clusters Score -8041182 nChanged 186
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Mstep: Class 1 contains 7696 members 
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	Iteration 95Q: 3 clusters Score -8041208 nChanged 196
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Mstep: Class 1 contains 7500 members 
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	Iteration 96Q: 3 clusters Score -8041240 nChanged 194
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Mstep: Class 1 contains 7306 members 
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	Iteration 97Q: 3 clusters Score -8041282 nChanged 180
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Mstep: Class 1 contains 7126 members 
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	Iteration 98Q: 3 clusters Score -8041300 nChanged 173
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Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 55718 members 
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	Iteration 99Q: 3 clusters Score -8041307 nChanged 164
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Mstep: Class 1 contains 6789 members 
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	Iteration 100F: 3 clusters Score -8041329 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -8041362.500000 Penalty: 3589.837646
	Iteration 101Q: 3 clusters Score -8041362 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -8041408.500000 Penalty: 3589.837646
	Iteration 102Q: 3 clusters Score -8041408 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -8041419.000000 Penalty: 3589.837646
	Iteration 103Q: 3 clusters Score -8041419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -8041452.500000 Penalty: 3589.837646
	Iteration 104Q: 3 clusters Score -8041452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -8041471.000000 Penalty: 3589.837646
	Iteration 105Q: 3 clusters Score -8041471 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -8041508.000000 Penalty: 3589.837646
	Iteration 106Q: 3 clusters Score -8041508 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -8041518.500000 Penalty: 3589.837646
	Iteration 107Q: 3 clusters Score -8041518 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -8041566.000000 Penalty: 3589.837646
	Iteration 108Q: 3 clusters Score -8041566 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -8041609.500000 Penalty: 3589.837646
	Iteration 109Q: 3 clusters Score -8041610 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -8041684.000000 Penalty: 3589.837646
	Iteration 110Q: 3 clusters Score -8041684 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -8041723.500000 Penalty: 3589.837646
	Iteration 111Q: 3 clusters Score -8041724 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -8041801.500000 Penalty: 3589.837646
	Iteration 112Q: 3 clusters Score -8041802 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -8041817.000000 Penalty: 3589.837646
	Iteration 113Q: 3 clusters Score -8041817 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -8041832.000000 Penalty: 3589.837646
	Iteration 114Q: 3 clusters Score -8041832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -8041867.500000 Penalty: 3589.837646
	Iteration 115Q: 3 clusters Score -8041868 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -8041927.000000 Penalty: 3589.837646
	Iteration 116Q: 3 clusters Score -8041927 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -8041969.500000 Penalty: 3589.837646
	Iteration 117Q: 3 clusters Score -8041970 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -8041999.000000 Penalty: 3589.837646
	Iteration 118Q: 3 clusters Score -8041999 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -8042023.000000 Penalty: 3589.837646
	Iteration 119Q: 3 clusters Score -8042023 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -8042059.000000 Penalty: 3589.837646
	Iteration 120F: 3 clusters Score -8042059 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -8042099.000000 Penalty: 3589.837646
	Iteration 121Q: 3 clusters Score -8042099 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -8042145.500000 Penalty: 3589.837646
	Iteration 122Q: 3 clusters Score -8042146 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -8042183.500000 Penalty: 3589.837646
	Iteration 123Q: 3 clusters Score -8042184 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -8042248.000000 Penalty: 3589.837646
	Iteration 124Q: 3 clusters Score -8042248 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -8042306.000000 Penalty: 3589.837646
	Iteration 125Q: 3 clusters Score -8042306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -8042359.500000 Penalty: 3589.837646
	Iteration 126Q: 3 clusters Score -8042360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -8042439.500000 Penalty: 3589.837646
	Iteration 127Q: 3 clusters Score -8042440 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -8042473.500000 Penalty: 3589.837646
	Iteration 128Q: 3 clusters Score -8042474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -8042506.500000 Penalty: 3589.837646
	Iteration 129Q: 3 clusters Score -8042506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -8042559.500000 Penalty: 3589.837646
	Iteration 130Q: 3 clusters Score -8042560 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -8042594.500000 Penalty: 3589.837646
	Iteration 131Q: 3 clusters Score -8042594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -8042610.500000 Penalty: 3589.837646
	Iteration 132Q: 3 clusters Score -8042610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -8042645.000000 Penalty: 3589.837646
	Iteration 133Q: 3 clusters Score -8042645 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -8042684.500000 Penalty: 3589.837646
	Iteration 134Q: 3 clusters Score -8042684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -8042701.500000 Penalty: 3589.837646
	Iteration 135Q: 3 clusters Score -8042702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -8042717.500000 Penalty: 3589.837646
	Iteration 136Q: 3 clusters Score -8042718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -8042746.500000 Penalty: 3589.837646
	Iteration 137Q: 3 clusters Score -8042746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -8042741.500000 Penalty: 3589.837646
	Iteration 138Q: 3 clusters Score -8042742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -8042769.500000 Penalty: 3589.837646
	Iteration 139Q: 3 clusters Score -8042770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -8042773.500000 Penalty: 3589.837646
	Iteration 140F: 3 clusters Score -8042774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -8042786.000000 Penalty: 3589.837646
	Iteration 141Q: 3 clusters Score -8042786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -8042788.000000 Penalty: 3589.837646
	Iteration 142Q: 3 clusters Score -8042788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -8042797.500000 Penalty: 3589.837646
	Iteration 143Q: 3 clusters Score -8042798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -8042803.500000 Penalty: 3589.837646
	Iteration 144Q: 3 clusters Score -8042804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -8042805.000000 Penalty: 3589.837646
	Iteration 145Q: 3 clusters Score -8042805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -8042808.000000 Penalty: 3589.837646
	Iteration 146Q: 3 clusters Score -8042808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -8042821.500000 Penalty: 3589.837646
	Iteration 147Q: 3 clusters Score -8042822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -8042821.500000 Penalty: 3589.837646
	Iteration 148Q: 3 clusters Score -8042822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -8042822.500000 Penalty: 3589.837646
	Iteration 149Q: 3 clusters Score -8042822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -8042831.500000 Penalty: 3589.837646
	Iteration 150Q: 3 clusters Score -8042832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -8042827.000000 Penalty: 3589.837646
	Iteration 151Q: 3 clusters Score -8042827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -8042826.500000 Penalty: 3589.837646
	Iteration 152Q: 3 clusters Score -8042826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -8042845.000000 Penalty: 3589.837646
	Iteration 153Q: 3 clusters Score -8042845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -8042839.000000 Penalty: 3589.837646
	Iteration 154Q: 3 clusters Score -8042839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -8042848.500000 Penalty: 3589.837646
	Iteration 155Q: 3 clusters Score -8042848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -8042851.000000 Penalty: 3589.837646
	Iteration 156Q: 3 clusters Score -8042851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -8042862.000000 Penalty: 3589.837646
	Iteration 157Q: 3 clusters Score -8042862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -8042868.500000 Penalty: 3589.837646
	Iteration 158Q: 3 clusters Score -8042868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -8042870.500000 Penalty: 3589.837646
	Iteration 159Q: 3 clusters Score -8042870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -8042874.500000 Penalty: 3589.837646
	Iteration 160F: 3 clusters Score -8042874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -8042875.500000 Penalty: 3589.837646
	Iteration 161Q: 3 clusters Score -8042876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -8042880.000000 Penalty: 3589.837646
	Iteration 162Q: 3 clusters Score -8042880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -8042878.000000 Penalty: 3589.837646
	Iteration 163Q: 3 clusters Score -8042878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -8042869.000000 Penalty: 3589.837646
	Iteration 164Q: 3 clusters Score -8042869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -8042873.500000 Penalty: 3589.837646
	Iteration 165Q: 3 clusters Score -8042874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -8042874.000000 Penalty: 3589.837646
	Iteration 166Q: 3 clusters Score -8042874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -8042875.000000 Penalty: 3589.837646
	Iteration 167Q: 3 clusters Score -8042875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -8042868.000000 Penalty: 3589.837646
	Iteration 168Q: 3 clusters Score -8042868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -8042868.000000 Penalty: 3589.837646
	Iteration 169Q: 3 clusters Score -8042868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -8042871.000000 Penalty: 3589.837646
	Iteration 170Q: 3 clusters Score -8042871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -8042868.500000 Penalty: 3589.837646
	Iteration 171Q: 3 clusters Score -8042868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -8042868.500000 Penalty: 3589.837646
	Iteration 172Q: 3 clusters Score -8042868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -8042868.500000 Penalty: 3589.837646
	Iteration 173F: 3 clusters Score -8042868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80952 members 
Entering Unmasked Estep 
Score: -10369859.000000 Penalty: 1836.511963
	Iteration 0F: 2 clusters Score -1.036986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -10319951.000000 Penalty: 3673.023926
	Iteration 0F: 3 clusters Score -1.031995e+07 nChanged 38417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -10342225.000000 Penalty: 3673.023926
	Iteration 1F: 3 clusters Score -1.034222e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -10342969.000000 Penalty: 3673.023926
	Iteration 2Q: 3 clusters Score -1.034297e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -10343993.000000 Penalty: 3673.023926
	Iteration 3Q: 3 clusters Score -1.034399e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -10345777.000000 Penalty: 3673.023926
	Iteration 4F: 3 clusters Score -1.034578e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -10349046.000000 Penalty: 3673.023926
	Iteration 5F: 3 clusters Score -1.034905e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -10354018.000000 Penalty: 3673.023926
	Iteration 6F: 3 clusters Score -1.035402e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
Score: -10360489.000000 Penalty: 3673.023926
	Iteration 7F: 3 clusters Score -1.036049e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 75445 members 
Entering Unmasked Estep 
Score: -10365291.000000 Penalty: 3673.023926
	Iteration 8F: 3 clusters Score -1.036529e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -10367338.000000 Penalty: 3673.023926
	Iteration 9Q: 3 clusters Score -1.036734e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -10367973.000000 Penalty: 3673.023926
	Iteration 10Q: 3 clusters Score -1.036797e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -10368130.000000 Penalty: 3673.023926
	Iteration 11Q: 3 clusters Score -1.036813e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -10368216.000000 Penalty: 3673.023926
	Iteration 12Q: 3 clusters Score -1.036822e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -10368240.000000 Penalty: 3673.023926
	Iteration 13Q: 3 clusters Score -1.036824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -10368259.000000 Penalty: 3673.023926
	Iteration 14Q: 3 clusters Score -1.036826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10368261.000000 Penalty: 3673.023926
	Iteration 15Q: 3 clusters Score -1.036826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -10368278.000000 Penalty: 3673.023926
	Iteration 16Q: 3 clusters Score -1.036828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -10368285.000000 Penalty: 3673.023926
	Iteration 17Q: 3 clusters Score -1.036828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -10368282.000000 Penalty: 3673.023926
	Iteration 18Q: 3 clusters Score -1.036828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -10368281.000000 Penalty: 3673.023926
	Iteration 19Q: 3 clusters Score -1.036828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -10368292.000000 Penalty: 3673.023926
	Iteration 20F: 3 clusters Score -1.036829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -10368298.000000 Penalty: 3673.023926
	Iteration 21Q: 3 clusters Score -1.03683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -10368294.000000 Penalty: 3673.023926
	Iteration 22Q: 3 clusters Score -1.036829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -10368297.000000 Penalty: 3673.023926
	Iteration 23Q: 3 clusters Score -1.03683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -10368299.000000 Penalty: 3673.023926
	Iteration 24Q: 3 clusters Score -1.03683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -10368294.000000 Penalty: 3673.023926
	Iteration 25Q: 3 clusters Score -1.036829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -10368300.000000 Penalty: 3673.023926
	Iteration 26Q: 3 clusters Score -1.03683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -10368300.000000 Penalty: 3673.023926
	Iteration 27F: 3 clusters Score -1.03683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Entering Unmasked Estep 
Score: -7093296.500000 Penalty: 1774.123901
	Iteration 0F: 2 clusters Score -7093296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -7057326.000000 Penalty: 3548.247803
	Iteration 0F: 3 clusters Score -7057326 nChanged 26030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -7072241.500000 Penalty: 3548.247803
	Iteration 1F: 3 clusters Score -7072242 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -7073168.500000 Penalty: 3548.247803
	Iteration 2Q: 3 clusters Score -7073168 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -7074440.000000 Penalty: 3548.247803
	Iteration 3Q: 3 clusters Score -7074440 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -7076300.000000 Penalty: 3548.247803
	Iteration 4F: 3 clusters Score -7076300 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -7078589.500000 Penalty: 3548.247803
	Iteration 5F: 3 clusters Score -7078590 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -7080975.000000 Penalty: 3548.247803
	Iteration 6F: 3 clusters Score -7080975 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -7083005.000000 Penalty: 3548.247803
	Iteration 7F: 3 clusters Score -7083005 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -7084466.000000 Penalty: 3548.247803
	Iteration 8F: 3 clusters Score -7084466 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -7085292.500000 Penalty: 3548.247803
	Iteration 9Q: 3 clusters Score -7085292 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -7085814.000000 Penalty: 3548.247803
	Iteration 10Q: 3 clusters Score -7085814 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -7086031.000000 Penalty: 3548.247803
	Iteration 11Q: 3 clusters Score -7086031 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -7086182.500000 Penalty: 3548.247803
	Iteration 12Q: 3 clusters Score -7086182 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -7086355.000000 Penalty: 3548.247803
	Iteration 13Q: 3 clusters Score -7086355 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -7086469.000000 Penalty: 3548.247803
	Iteration 14Q: 3 clusters Score -7086469 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -7086685.500000 Penalty: 3548.247803
	Iteration 15Q: 3 clusters Score -7086686 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -7086902.500000 Penalty: 3548.247803
	Iteration 16Q: 3 clusters Score -7086902 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -7087174.000000 Penalty: 3548.247803
	Iteration 17Q: 3 clusters Score -7087174 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -7087423.000000 Penalty: 3548.247803
	Iteration 18Q: 3 clusters Score -7087423 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7087861.500000 Penalty: 3548.247803
	Iteration 19Q: 3 clusters Score -7087862 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -7088400.500000 Penalty: 3548.247803
	Iteration 20F: 3 clusters Score -7088400 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -7088999.000000 Penalty: 3548.247803
	Iteration 21Q: 3 clusters Score -7088999 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -7089704.500000 Penalty: 3548.247803
	Iteration 22Q: 3 clusters Score -7089704 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -7090413.000000 Penalty: 3548.247803
	Iteration 23Q: 3 clusters Score -7090413 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -7090964.000000 Penalty: 3548.247803
	Iteration 24Q: 3 clusters Score -7090964 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -7091303.500000 Penalty: 3548.247803
	Iteration 25Q: 3 clusters Score -7091304 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -7091510.500000 Penalty: 3548.247803
	Iteration 26Q: 3 clusters Score -7091510 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -7091634.500000 Penalty: 3548.247803
	Iteration 27Q: 3 clusters Score -7091634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -7091697.500000 Penalty: 3548.247803
	Iteration 28Q: 3 clusters Score -7091698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -7091740.000000 Penalty: 3548.247803
	Iteration 29Q: 3 clusters Score -7091740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -7091766.000000 Penalty: 3548.247803
	Iteration 30Q: 3 clusters Score -7091766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -7091780.500000 Penalty: 3548.247803
	Iteration 31Q: 3 clusters Score -7091780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -7091795.000000 Penalty: 3548.247803
	Iteration 32Q: 3 clusters Score -7091795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -7091820.500000 Penalty: 3548.247803
	Iteration 33Q: 3 clusters Score -7091820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -7091834.500000 Penalty: 3548.247803
	Iteration 34Q: 3 clusters Score -7091834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -7091841.500000 Penalty: 3548.247803
	Iteration 35Q: 3 clusters Score -7091842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -7091848.000000 Penalty: 3548.247803
	Iteration 36Q: 3 clusters Score -7091848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -7091852.500000 Penalty: 3548.247803
	Iteration 37Q: 3 clusters Score -7091852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -7091858.000000 Penalty: 3548.247803
	Iteration 38Q: 3 clusters Score -7091858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -7091859.000000 Penalty: 3548.247803
	Iteration 39Q: 3 clusters Score -7091859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -7091863.000000 Penalty: 3548.247803
	Iteration 40F: 3 clusters Score -7091863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7091876.500000 Penalty: 3548.247803
	Iteration 41Q: 3 clusters Score -7091876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7091878.000000 Penalty: 3548.247803
	Iteration 42Q: 3 clusters Score -7091878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -7091883.500000 Penalty: 3548.247803
	Iteration 43Q: 3 clusters Score -7091884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -7091879.000000 Penalty: 3548.247803
	Iteration 44Q: 3 clusters Score -7091879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -7091891.000000 Penalty: 3548.247803
	Iteration 45Q: 3 clusters Score -7091891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -7091898.000000 Penalty: 3548.247803
	Iteration 46Q: 3 clusters Score -7091898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
Score: -7091902.000000 Penalty: 3548.247803
	Iteration 47Q: 3 clusters Score -7091902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -7091909.500000 Penalty: 3548.247803
	Iteration 48Q: 3 clusters Score -7091910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -7091914.000000 Penalty: 3548.247803
	Iteration 49Q: 3 clusters Score -7091914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
Score: -7091913.500000 Penalty: 3548.247803
	Iteration 50Q: 3 clusters Score -7091914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -7091917.000000 Penalty: 3548.247803
	Iteration 51Q: 3 clusters Score -7091917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -7091919.000000 Penalty: 3548.247803
	Iteration 52Q: 3 clusters Score -7091919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -7091918.500000 Penalty: 3548.247803
	Iteration 53Q: 3 clusters Score -7091918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -7091921.500000 Penalty: 3548.247803
	Iteration 54Q: 3 clusters Score -7091922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -7091921.500000 Penalty: 3548.247803
	Iteration 55F: 3 clusters Score -7091922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -208719.390625 Penalty: 1202.203369
	Iteration 0F: 2 clusters Score -208719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -206852.718750 Penalty: 2404.406738
	Iteration 0F: 3 clusters Score -206852.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -207222.875000 Penalty: 2404.406738
	Iteration 1F: 3 clusters Score -207222.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -207291.250000 Penalty: 2404.406738
	Iteration 2F: 3 clusters Score -207291.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -207330.250000 Penalty: 2404.406738
	Iteration 3Q: 3 clusters Score -207330.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -207358.078125 Penalty: 2404.406738
	Iteration 4Q: 3 clusters Score -207358.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -207377.031250 Penalty: 2404.406738
	Iteration 5Q: 3 clusters Score -207377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -207391.609375 Penalty: 2404.406738
	Iteration 6Q: 3 clusters Score -207391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -207396.687500 Penalty: 2404.406738
	Iteration 7Q: 3 clusters Score -207396.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -207397.921875 Penalty: 2404.406738
	Iteration 8Q: 3 clusters Score -207397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -207398.609375 Penalty: 2404.406738
	Iteration 9Q: 3 clusters Score -207398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -207398.609375 Penalty: 2404.406738
	Iteration 10F: 3 clusters Score -207398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Entering Unmasked Estep 
Score: -1852277.625000 Penalty: 1556.880005
	Iteration 0F: 2 clusters Score -1852278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1842177.000000 Penalty: 3113.760010
	Iteration 0F: 3 clusters Score -1842177 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1845783.875000 Penalty: 3113.760010
	Iteration 1F: 3 clusters Score -1845784 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1846127.000000 Penalty: 3113.760010
	Iteration 2F: 3 clusters Score -1846127 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1846393.500000 Penalty: 3113.760010
	Iteration 3Q: 3 clusters Score -1846394 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1846633.375000 Penalty: 3113.760010
	Iteration 4Q: 3 clusters Score -1846633 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1846924.375000 Penalty: 3113.760010
	Iteration 5Q: 3 clusters Score -1846924 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1847321.875000 Penalty: 3113.760010
	Iteration 6Q: 3 clusters Score -1847322 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1847877.125000 Penalty: 3113.760010
	Iteration 7F: 3 clusters Score -1847877 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1848557.125000 Penalty: 3113.760010
	Iteration 8F: 3 clusters Score -1848557 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1849320.000000 Penalty: 3113.760010
	Iteration 9F: 3 clusters Score -1849320 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1849973.375000 Penalty: 3113.760010
	Iteration 10Q: 3 clusters Score -1849973 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1850404.625000 Penalty: 3113.760010
	Iteration 11Q: 3 clusters Score -1850405 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1850628.250000 Penalty: 3113.760010
	Iteration 12Q: 3 clusters Score -1850628 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1850742.000000 Penalty: 3113.760010
	Iteration 13Q: 3 clusters Score -1850742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1850799.125000 Penalty: 3113.760010
	Iteration 14Q: 3 clusters Score -1850799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1850833.125000 Penalty: 3113.760010
	Iteration 15Q: 3 clusters Score -1850833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1850846.625000 Penalty: 3113.760010
	Iteration 16Q: 3 clusters Score -1850847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1850856.250000 Penalty: 3113.760010
	Iteration 17Q: 3 clusters Score -1850856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1850867.750000 Penalty: 3113.760010
	Iteration 18Q: 3 clusters Score -1850868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1850877.625000 Penalty: 3113.760010
	Iteration 19Q: 3 clusters Score -1850878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1850887.000000 Penalty: 3113.760010
	Iteration 20F: 3 clusters Score -1850887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1850889.250000 Penalty: 3113.760010
	Iteration 21Q: 3 clusters Score -1850889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1850892.375000 Penalty: 3113.760010
	Iteration 22Q: 3 clusters Score -1850892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1850895.625000 Penalty: 3113.760010
	Iteration 23Q: 3 clusters Score -1850896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1850900.250000 Penalty: 3113.760010
	Iteration 24Q: 3 clusters Score -1850900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1850900.250000 Penalty: 3113.760010
	Iteration 25F: 3 clusters Score -1850900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 15249 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 57281 members 
Mstep: Class 6 contains 41148 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 31089 members 
Mstep: Class 11 contains 6440 members 
Mstep: Class 12 contains 4657 members 
Mstep: Class 13 contains 26714 members 
Mstep: Class 14 contains 62671 members 
Mstep: Class 15 contains 80952 members 
Mstep: Class 16 contains 55143 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803960.000000 Penalty: 38530.851562
Iteration 199Q: 19 clusters Score -6.580396e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 15252 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 47398 members 
Mstep: Class 5 contains 57228 members 
Mstep: Class 6 contains 41259 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31098 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 12 contains 4659 members 
Mstep: Class 13 contains 26643 members 
Mstep: Class 14 contains 62670 members 
Mstep: Class 15 contains 80954 members 
Mstep: Class 16 contains 55138 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803916.000000 Penalty: 38530.851562
Iteration 200F: 19 clusters Score -6.580392e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 57184 members 
Mstep: Class 6 contains 41374 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8126 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31105 members 
Mstep: Class 11 contains 6426 members 
Mstep: Class 12 contains 4659 members 
Mstep: Class 13 contains 26558 members 
Mstep: Class 14 contains 62671 members 
Mstep: Class 15 contains 80960 members 
Mstep: Class 16 contains 55132 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803932.000000 Penalty: 38530.851562
Iteration 201Q: 19 clusters Score -6.580393e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 15255 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 47390 members 
Mstep: Class 5 contains 57141 members 
Mstep: Class 6 contains 41484 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31111 members 
Mstep: Class 11 contains 6420 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 26480 members 
Mstep: Class 14 contains 62674 members 
Mstep: Class 15 contains 80963 members 
Mstep: Class 16 contains 55130 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14491 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 19 clusters Score -6.580391e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 47391 members 
Mstep: Class 5 contains 57098 members 
Mstep: Class 6 contains 41587 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31117 members 
Mstep: Class 11 contains 6417 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 62675 members 
Mstep: Class 15 contains 80972 members 
Mstep: Class 16 contains 55129 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 14495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803904.000000 Penalty: 38530.851562
Iteration 203Q: 19 clusters Score -6.58039e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 15261 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 57052 members 
Mstep: Class 6 contains 41683 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8135 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31124 members 
Mstep: Class 11 contains 6414 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 26340 members 
Mstep: Class 14 contains 62676 members 
Mstep: Class 15 contains 80978 members 
Mstep: Class 16 contains 55123 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803900.000000 Penalty: 38530.851562
Iteration 204Q: 19 clusters Score -6.58039e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 15261 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 57016 members 
Mstep: Class 6 contains 41768 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8136 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31129 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 26273 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 80980 members 
Mstep: Class 16 contains 55127 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803916.000000 Penalty: 38530.851562
Iteration 205Q: 19 clusters Score -6.580392e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 15261 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 47402 members 
Mstep: Class 5 contains 56981 members 
Mstep: Class 6 contains 41850 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8135 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 80985 members 
Mstep: Class 16 contains 55121 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803936.000000 Penalty: 38530.851562
Iteration 206Q: 19 clusters Score -6.580394e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69142 members 
Mstep: Class 2 contains 15262 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 56941 members 
Mstep: Class 6 contains 41939 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8134 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31148 members 
Mstep: Class 11 contains 6404 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 26182 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 80984 members 
Mstep: Class 16 contains 55119 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803928.000000 Penalty: 38530.851562
Iteration 207Q: 19 clusters Score -6.580393e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 15264 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 47402 members 
Mstep: Class 5 contains 56904 members 
Mstep: Class 6 contains 42017 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31151 members 
Mstep: Class 11 contains 6400 members 
Mstep: Class 12 contains 4661 members 
Mstep: Class 13 contains 26136 members 
Mstep: Class 14 contains 62678 members 
Mstep: Class 15 contains 80986 members 
Mstep: Class 16 contains 55121 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803820.000000 Penalty: 38530.851562
Iteration 208Q: 19 clusters Score -6.580382e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 15266 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 47396 members 
Mstep: Class 5 contains 56864 members 
Mstep: Class 6 contains 42088 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8146 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31155 members 
Mstep: Class 11 contains 6398 members 
Mstep: Class 12 contains 4664 members 
Mstep: Class 13 contains 26104 members 
Mstep: Class 14 contains 62678 members 
Mstep: Class 15 contains 80985 members 
Mstep: Class 16 contains 55122 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803844.000000 Penalty: 38530.851562
Iteration 209Q: 19 clusters Score -6.580384e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 15265 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 47395 members 
Mstep: Class 5 contains 56831 members 
Mstep: Class 6 contains 42147 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31162 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 4663 members 
Mstep: Class 13 contains 26063 members 
Mstep: Class 14 contains 62675 members 
Mstep: Class 15 contains 80989 members 
Mstep: Class 16 contains 55122 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803868.000000 Penalty: 38530.851562
Iteration 210Q: 19 clusters Score -6.580387e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 15266 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 56807 members 
Mstep: Class 6 contains 42207 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8167 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31165 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 4663 members 
Mstep: Class 13 contains 26024 members 
Mstep: Class 14 contains 62670 members 
Mstep: Class 15 contains 80989 members 
Mstep: Class 16 contains 55118 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803920.000000 Penalty: 38530.851562
Iteration 211Q: 19 clusters Score -6.580392e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 15270 members 
Mstep: Class 3 contains 3011 members 
Mstep: Class 4 contains 47397 members 
Mstep: Class 5 contains 56781 members 
Mstep: Class 6 contains 42273 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8171 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31170 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 4663 members 
Mstep: Class 13 contains 25989 members 
Mstep: Class 14 contains 62668 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55115 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803968.000000 Penalty: 38530.851562
Iteration 212Q: 19 clusters Score -6.580397e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 15273 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 56756 members 
Mstep: Class 6 contains 42337 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8169 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31174 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 4663 members 
Mstep: Class 13 contains 25958 members 
Mstep: Class 14 contains 62666 members 
Mstep: Class 15 contains 80993 members 
Mstep: Class 16 contains 55109 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803880.000000 Penalty: 38530.851562
Iteration 213Q: 19 clusters Score -6.580388e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 15277 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 56740 members 
Mstep: Class 6 contains 42388 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8172 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31178 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 4663 members 
Mstep: Class 13 contains 25933 members 
Mstep: Class 14 contains 62667 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55105 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803804.000000 Penalty: 38530.851562
Iteration 214Q: 19 clusters Score -6.58038e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 15281 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 47388 members 
Mstep: Class 5 contains 56726 members 
Mstep: Class 6 contains 42424 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8179 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31186 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 4663 members 
Mstep: Class 13 contains 25906 members 
Mstep: Class 14 contains 62667 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 55103 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 14499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803808.000000 Penalty: 38530.851562
Iteration 215Q: 19 clusters Score -6.580381e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 15286 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 47382 members 
Mstep: Class 5 contains 56708 members 
Mstep: Class 6 contains 42461 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8182 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31195 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 4665 members 
Mstep: Class 13 contains 25874 members 
Mstep: Class 14 contains 62667 members 
Mstep: Class 15 contains 80993 members 
Mstep: Class 16 contains 55102 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803796.000000 Penalty: 38530.851562
Iteration 216Q: 19 clusters Score -6.58038e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 15292 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 47379 members 
Mstep: Class 5 contains 56704 members 
Mstep: Class 6 contains 42493 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8185 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31202 members 
Mstep: Class 11 contains 6374 members 
Mstep: Class 12 contains 4667 members 
Mstep: Class 13 contains 25843 members 
Mstep: Class 14 contains 62666 members 
Mstep: Class 15 contains 80993 members 
Mstep: Class 16 contains 55104 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803808.000000 Penalty: 38530.851562
Iteration 217Q: 19 clusters Score -6.580381e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 47376 members 
Mstep: Class 5 contains 56692 members 
Mstep: Class 6 contains 42519 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8187 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31203 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 4671 members 
Mstep: Class 13 contains 25818 members 
Mstep: Class 14 contains 62663 members 
Mstep: Class 15 contains 80997 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803736.000000 Penalty: 38530.851562
Iteration 218Q: 19 clusters Score -6.580374e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 15320 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 47375 members 
Mstep: Class 5 contains 56677 members 
Mstep: Class 6 contains 42548 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8198 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31204 members 
Mstep: Class 11 contains 6363 members 
Mstep: Class 12 contains 4672 members 
Mstep: Class 13 contains 25793 members 
Mstep: Class 14 contains 62661 members 
Mstep: Class 15 contains 81000 members 
Mstep: Class 16 contains 55109 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803732.000000 Penalty: 38530.851562
Iteration 219Q: 19 clusters Score -6.580373e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 15338 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 47372 members 
Mstep: Class 5 contains 56666 members 
Mstep: Class 6 contains 42563 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8211 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31200 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 4673 members 
Mstep: Class 13 contains 25773 members 
Mstep: Class 14 contains 62661 members 
Mstep: Class 15 contains 81000 members 
Mstep: Class 16 contains 55114 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803756.000000 Penalty: 38530.851562
Iteration 220F: 19 clusters Score -6.580376e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 56654 members 
Mstep: Class 6 contains 42588 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8218 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31202 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 4677 members 
Mstep: Class 13 contains 25756 members 
Mstep: Class 14 contains 62658 members 
Mstep: Class 15 contains 80995 members 
Mstep: Class 16 contains 55117 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803744.000000 Penalty: 38530.851562
Iteration 221Q: 19 clusters Score -6.580374e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 47362 members 
Mstep: Class 5 contains 56639 members 
Mstep: Class 6 contains 42610 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31205 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 4679 members 
Mstep: Class 13 contains 25739 members 
Mstep: Class 14 contains 62660 members 
Mstep: Class 15 contains 80995 members 
Mstep: Class 16 contains 55118 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803760.000000 Penalty: 38530.851562
Iteration 222Q: 19 clusters Score -6.580376e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 3018 members 
Mstep: Class 4 contains 47362 members 
Mstep: Class 5 contains 56626 members 
Mstep: Class 6 contains 42627 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8238 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31206 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 4682 members 
Mstep: Class 13 contains 25727 members 
Mstep: Class 14 contains 62663 members 
Mstep: Class 15 contains 80995 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803800.000000 Penalty: 38530.851562
Iteration 223Q: 19 clusters Score -6.58038e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 3021 members 
Mstep: Class 4 contains 47356 members 
Mstep: Class 5 contains 56601 members 
Mstep: Class 6 contains 42651 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8249 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 31211 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 4686 members 
Mstep: Class 13 contains 25706 members 
Mstep: Class 14 contains 62664 members 
Mstep: Class 15 contains 80998 members 
Mstep: Class 16 contains 55118 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803776.000000 Penalty: 38530.851562
Iteration 224Q: 19 clusters Score -6.580378e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 47355 members 
Mstep: Class 5 contains 56586 members 
Mstep: Class 6 contains 42664 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8255 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 31214 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 4689 members 
Mstep: Class 13 contains 25693 members 
Mstep: Class 14 contains 62663 members 
Mstep: Class 15 contains 81003 members 
Mstep: Class 16 contains 55117 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803820.000000 Penalty: 38530.851562
Iteration 225Q: 19 clusters Score -6.580382e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69033 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 47353 members 
Mstep: Class 5 contains 56571 members 
Mstep: Class 6 contains 42687 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8262 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 31212 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 4690 members 
Mstep: Class 13 contains 25677 members 
Mstep: Class 14 contains 62665 members 
Mstep: Class 15 contains 81004 members 
Mstep: Class 16 contains 55119 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803860.000000 Penalty: 38530.851562
Iteration 226Q: 19 clusters Score -6.580386e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 47351 members 
Mstep: Class 5 contains 56559 members 
Mstep: Class 6 contains 42701 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8269 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 31210 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 4692 members 
Mstep: Class 13 contains 25656 members 
Mstep: Class 14 contains 62668 members 
Mstep: Class 15 contains 81005 members 
Mstep: Class 16 contains 55126 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803848.000000 Penalty: 38530.851562
Iteration 227Q: 19 clusters Score -6.580385e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 47344 members 
Mstep: Class 5 contains 56551 members 
Mstep: Class 6 contains 42717 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8274 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 31211 members 
Mstep: Class 11 contains 6332 members 
Mstep: Class 12 contains 4695 members 
Mstep: Class 13 contains 25638 members 
Mstep: Class 14 contains 62668 members 
Mstep: Class 15 contains 81005 members 
Mstep: Class 16 contains 55132 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803908.000000 Penalty: 38530.851562
Iteration 228Q: 19 clusters Score -6.580391e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 47344 members 
Mstep: Class 5 contains 56543 members 
Mstep: Class 6 contains 42735 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8280 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 31208 members 
Mstep: Class 11 contains 6329 members 
Mstep: Class 12 contains 4696 members 
Mstep: Class 13 contains 25617 members 
Mstep: Class 14 contains 62669 members 
Mstep: Class 15 contains 81006 members 
Mstep: Class 16 contains 55141 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803884.000000 Penalty: 38530.851562
Iteration 229Q: 19 clusters Score -6.580388e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 15367 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 47343 members 
Mstep: Class 5 contains 56532 members 
Mstep: Class 6 contains 42752 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8283 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31208 members 
Mstep: Class 11 contains 6326 members 
Mstep: Class 12 contains 4699 members 
Mstep: Class 13 contains 25595 members 
Mstep: Class 14 contains 62670 members 
Mstep: Class 15 contains 81007 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803820.000000 Penalty: 38530.851562
Iteration 230Q: 19 clusters Score -6.580382e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 4 contains 47343 members 
Mstep: Class 5 contains 56527 members 
Mstep: Class 6 contains 42770 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8289 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31209 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 4702 members 
Mstep: Class 13 contains 25571 members 
Mstep: Class 14 contains 62670 members 
Mstep: Class 15 contains 81010 members 
Mstep: Class 16 contains 55153 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803856.000000 Penalty: 38530.851562
Iteration 231Q: 19 clusters Score -6.580386e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 15375 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 4 contains 47339 members 
Mstep: Class 5 contains 56524 members 
Mstep: Class 6 contains 42787 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8292 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31212 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 4703 members 
Mstep: Class 13 contains 25549 members 
Mstep: Class 14 contains 62672 members 
Mstep: Class 15 contains 81012 members 
Mstep: Class 16 contains 55153 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803916.000000 Penalty: 38530.851562
Iteration 232Q: 19 clusters Score -6.580392e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 15380 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 4 contains 47335 members 
Mstep: Class 5 contains 56522 members 
Mstep: Class 6 contains 42811 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8295 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31210 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 25526 members 
Mstep: Class 14 contains 62676 members 
Mstep: Class 15 contains 81010 members 
Mstep: Class 16 contains 55151 members 
Mstep: Class 18 contains 1627 members 
Mstep: Class 19 contains 14504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803860.000000 Penalty: 38530.851562
Iteration 233Q: 19 clusters Score -6.580386e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 4 contains 47337 members 
Mstep: Class 5 contains 56514 members 
Mstep: Class 6 contains 42835 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31212 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 4706 members 
Mstep: Class 13 contains 25506 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 81008 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803932.000000 Penalty: 38530.851562
Iteration 234Q: 19 clusters Score -6.580393e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 47334 members 
Mstep: Class 5 contains 56506 members 
Mstep: Class 6 contains 42849 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8299 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31214 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 4705 members 
Mstep: Class 13 contains 25496 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 81009 members 
Mstep: Class 16 contains 55151 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803876.000000 Penalty: 38530.851562
Iteration 235Q: 19 clusters Score -6.580388e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 47334 members 
Mstep: Class 5 contains 56497 members 
Mstep: Class 6 contains 42870 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8302 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31215 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 4706 members 
Mstep: Class 13 contains 25479 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 81010 members 
Mstep: Class 16 contains 55153 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803916.000000 Penalty: 38530.851562
Iteration 236Q: 19 clusters Score -6.580392e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 15385 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 4 contains 47332 members 
Mstep: Class 5 contains 56490 members 
Mstep: Class 6 contains 42889 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8306 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31216 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 25459 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 81010 members 
Mstep: Class 16 contains 55154 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804052.000000 Penalty: 38530.851562
Iteration 237Q: 19 clusters Score -6.580405e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 47328 members 
Mstep: Class 5 contains 56482 members 
Mstep: Class 6 contains 42912 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31217 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 4711 members 
Mstep: Class 13 contains 25436 members 
Mstep: Class 14 contains 62681 members 
Mstep: Class 15 contains 81005 members 
Mstep: Class 16 contains 55151 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804048.000000 Penalty: 38530.851562
Iteration 238Q: 19 clusters Score -6.580405e+07 nChanged 52
Entering ConstructFrom: 
Score: -65804048.000000 Penalty: 38530.851562
Entering ConstructFrom: 
Trying to split cluster 1 (69018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Entering Unmasked Estep 
Score: -8660938.000000 Penalty: 1810.594849
	Iteration 0F: 2 clusters Score -8660938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -8615062.000000 Penalty: 3621.189697
	Iteration 0F: 3 clusters Score -8615062 nChanged 32824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -8633641.000000 Penalty: 3621.189697
	Iteration 1F: 3 clusters Score -8633641 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -8634242.000000 Penalty: 3621.189697
	Iteration 2Q: 3 clusters Score -8634242 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -8635338.000000 Penalty: 3621.189697
	Iteration 3Q: 3 clusters Score -8635338 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -8637303.000000 Penalty: 3621.189697
	Iteration 4F: 3 clusters Score -8637303 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -8641044.000000 Penalty: 3621.189697
	Iteration 5F: 3 clusters Score -8641044 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -8646978.000000 Penalty: 3621.189697
	Iteration 6F: 3 clusters Score -8646978 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -8653527.000000 Penalty: 3621.189697
	Iteration 7F: 3 clusters Score -8653527 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8657428.000000 Penalty: 3621.189697
	Iteration 8F: 3 clusters Score -8657428 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8658804.000000 Penalty: 3621.189697
	Iteration 9Q: 3 clusters Score -8658804 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8659136.000000 Penalty: 3621.189697
	Iteration 10Q: 3 clusters Score -8659136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8659221.000000 Penalty: 3621.189697
	Iteration 11Q: 3 clusters Score -8659221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8659262.000000 Penalty: 3621.189697
	Iteration 12Q: 3 clusters Score -8659262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8659285.000000 Penalty: 3621.189697
	Iteration 13Q: 3 clusters Score -8659285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8659299.000000 Penalty: 3621.189697
	Iteration 14Q: 3 clusters Score -8659299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8659316.000000 Penalty: 3621.189697
	Iteration 15Q: 3 clusters Score -8659316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8659324.000000 Penalty: 3621.189697
	Iteration 16Q: 3 clusters Score -8659324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8659332.000000 Penalty: 3621.189697
	Iteration 17Q: 3 clusters Score -8659332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8659331.000000 Penalty: 3621.189697
	Iteration 18Q: 3 clusters Score -8659331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8659331.000000 Penalty: 3621.189697
	Iteration 19F: 3 clusters Score -8659331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Entering Unmasked Estep 
Score: -1897160.250000 Penalty: 1566.728760
	Iteration 0F: 2 clusters Score -1897160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1886630.125000 Penalty: 3133.457520
	Iteration 0F: 3 clusters Score -1886630 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1890296.625000 Penalty: 3133.457520
	Iteration 1F: 3 clusters Score -1890297 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1890626.750000 Penalty: 3133.457520
	Iteration 2F: 3 clusters Score -1890627 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1891020.875000 Penalty: 3133.457520
	Iteration 3F: 3 clusters Score -1891021 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1891557.000000 Penalty: 3133.457520
	Iteration 4F: 3 clusters Score -1891557 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1892219.000000 Penalty: 3133.457520
	Iteration 5F: 3 clusters Score -1892219 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1893014.875000 Penalty: 3133.457520
	Iteration 6F: 3 clusters Score -1893015 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1893905.125000 Penalty: 3133.457520
	Iteration 7F: 3 clusters Score -1893905 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1894663.500000 Penalty: 3133.457520
	Iteration 8F: 3 clusters Score -1894664 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1895159.500000 Penalty: 3133.457520
	Iteration 9Q: 3 clusters Score -1895160 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1895454.750000 Penalty: 3133.457520
	Iteration 10Q: 3 clusters Score -1895455 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1895604.625000 Penalty: 3133.457520
	Iteration 11Q: 3 clusters Score -1895605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1895662.625000 Penalty: 3133.457520
	Iteration 12Q: 3 clusters Score -1895663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1895691.875000 Penalty: 3133.457520
	Iteration 13Q: 3 clusters Score -1895692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1895719.625000 Penalty: 3133.457520
	Iteration 14Q: 3 clusters Score -1895720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1895743.625000 Penalty: 3133.457520
	Iteration 15Q: 3 clusters Score -1895744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1895757.375000 Penalty: 3133.457520
	Iteration 16Q: 3 clusters Score -1895757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1895765.000000 Penalty: 3133.457520
	Iteration 17Q: 3 clusters Score -1895765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1895772.125000 Penalty: 3133.457520
	Iteration 18Q: 3 clusters Score -1895772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1895774.750000 Penalty: 3133.457520
	Iteration 19Q: 3 clusters Score -1895775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1895778.750000 Penalty: 3133.457520
	Iteration 20F: 3 clusters Score -1895779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1895783.500000 Penalty: 3133.457520
	Iteration 21Q: 3 clusters Score -1895784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1895788.250000 Penalty: 3133.457520
	Iteration 22Q: 3 clusters Score -1895788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1895794.000000 Penalty: 3133.457520
	Iteration 23Q: 3 clusters Score -1895794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1895801.000000 Penalty: 3133.457520
	Iteration 24Q: 3 clusters Score -1895801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1895804.500000 Penalty: 3133.457520
	Iteration 25Q: 3 clusters Score -1895804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1895806.625000 Penalty: 3133.457520
	Iteration 26Q: 3 clusters Score -1895807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1895806.625000 Penalty: 3133.457520
	Iteration 27F: 3 clusters Score -1895807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Entering Unmasked Estep 
Score: -360363.375000 Penalty: 1303.133667
	Iteration 0F: 2 clusters Score -360363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -357649.312500 Penalty: 2606.267334
	Iteration 0F: 3 clusters Score -357649.3 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -358395.000000 Penalty: 2606.267334
	Iteration 1F: 3 clusters Score -358395 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -358605.906250 Penalty: 2606.267334
	Iteration 2F: 3 clusters Score -358605.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -358749.656250 Penalty: 2606.267334
	Iteration 3F: 3 clusters Score -358749.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -358891.812500 Penalty: 2606.267334
	Iteration 4Q: 3 clusters Score -358891.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -358978.687500 Penalty: 2606.267334
	Iteration 5Q: 3 clusters Score -358978.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -359047.718750 Penalty: 2606.267334
	Iteration 6Q: 3 clusters Score -359047.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -359111.000000 Penalty: 2606.267334
	Iteration 7Q: 3 clusters Score -359111 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -359183.468750 Penalty: 2606.267334
	Iteration 8Q: 3 clusters Score -359183.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -359242.437500 Penalty: 2606.267334
	Iteration 9Q: 3 clusters Score -359242.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -359297.656250 Penalty: 2606.267334
	Iteration 10Q: 3 clusters Score -359297.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -359352.281250 Penalty: 2606.267334
	Iteration 11Q: 3 clusters Score -359352.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -359401.187500 Penalty: 2606.267334
	Iteration 12Q: 3 clusters Score -359401.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -359437.062500 Penalty: 2606.267334
	Iteration 13Q: 3 clusters Score -359437.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -359466.187500 Penalty: 2606.267334
	Iteration 14Q: 3 clusters Score -359466.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -359492.406250 Penalty: 2606.267334
	Iteration 15Q: 3 clusters Score -359492.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -359517.031250 Penalty: 2606.267334
	Iteration 16Q: 3 clusters Score -359517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -359544.437500 Penalty: 2606.267334
	Iteration 17Q: 3 clusters Score -359544.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -359563.937500 Penalty: 2606.267334
	Iteration 18Q: 3 clusters Score -359563.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -359583.625000 Penalty: 2606.267334
	Iteration 19Q: 3 clusters Score -359583.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -359591.187500 Penalty: 2606.267334
	Iteration 20F: 3 clusters Score -359591.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -359597.843750 Penalty: 2606.267334
	Iteration 21Q: 3 clusters Score -359597.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -359604.687500 Penalty: 2606.267334
	Iteration 22Q: 3 clusters Score -359604.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -359610.312500 Penalty: 2606.267334
	Iteration 23Q: 3 clusters Score -359610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -359611.812500 Penalty: 2606.267334
	Iteration 24Q: 3 clusters Score -359611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -359611.750000 Penalty: 2606.267334
	Iteration 25Q: 3 clusters Score -359611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -359612.156250 Penalty: 2606.267334
	Iteration 26Q: 3 clusters Score -359612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -359612.468750 Penalty: 2606.267334
	Iteration 27Q: 3 clusters Score -359612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -359613.000000 Penalty: 2606.267334
	Iteration 28Q: 3 clusters Score -359613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -359614.750000 Penalty: 2606.267334
	Iteration 29Q: 3 clusters Score -359614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -359615.468750 Penalty: 2606.267334
	Iteration 30Q: 3 clusters Score -359615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -359617.312500 Penalty: 2606.267334
	Iteration 31Q: 3 clusters Score -359617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -359618.531250 Penalty: 2606.267334
	Iteration 32Q: 3 clusters Score -359618.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -359619.687500 Penalty: 2606.267334
	Iteration 33Q: 3 clusters Score -359619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -359620.281250 Penalty: 2606.267334
	Iteration 34Q: 3 clusters Score -359620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -359620.343750 Penalty: 2606.267334
	Iteration 35Q: 3 clusters Score -359620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -359621.343750 Penalty: 2606.267334
	Iteration 36Q: 3 clusters Score -359621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -359622.781250 Penalty: 2606.267334
	Iteration 37Q: 3 clusters Score -359622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -359623.375000 Penalty: 2606.267334
	Iteration 38Q: 3 clusters Score -359623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -359624.218750 Penalty: 2606.267334
	Iteration 39Q: 3 clusters Score -359624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -359624.468750 Penalty: 2606.267334
	Iteration 40F: 3 clusters Score -359624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -359626.031250 Penalty: 2606.267334
	Iteration 41Q: 3 clusters Score -359626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -359626.468750 Penalty: 2606.267334
	Iteration 42Q: 3 clusters Score -359626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -359626.281250 Penalty: 2606.267334
	Iteration 43Q: 3 clusters Score -359626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -359626.281250 Penalty: 2606.267334
	Iteration 44F: 3 clusters Score -359626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Entering Unmasked Estep 
Score: -6000021.500000 Penalty: 1749.285889
	Iteration 0F: 2 clusters Score -6000022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5968564.000000 Penalty: 3498.571777
	Iteration 0F: 3 clusters Score -5968564 nChanged 22154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5981038.000000 Penalty: 3498.571777
	Iteration 1F: 3 clusters Score -5981038 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5981670.000000 Penalty: 3498.571777
	Iteration 2Q: 3 clusters Score -5981670 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5982456.000000 Penalty: 3498.571777
	Iteration 3Q: 3 clusters Score -5982456 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5983366.000000 Penalty: 3498.571777
	Iteration 4Q: 3 clusters Score -5983366 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5984632.500000 Penalty: 3498.571777
	Iteration 5Q: 3 clusters Score -5984632 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -5986424.500000 Penalty: 3498.571777
	Iteration 6F: 3 clusters Score -5986424 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5988306.000000 Penalty: 3498.571777
	Iteration 7F: 3 clusters Score -5988306 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -5990144.500000 Penalty: 3498.571777
	Iteration 8F: 3 clusters Score -5990144 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -5991499.500000 Penalty: 3498.571777
	Iteration 9Q: 3 clusters Score -5991500 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -5992368.500000 Penalty: 3498.571777
	Iteration 10Q: 3 clusters Score -5992368 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -5992898.500000 Penalty: 3498.571777
	Iteration 11Q: 3 clusters Score -5992898 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -5993330.000000 Penalty: 3498.571777
	Iteration 12Q: 3 clusters Score -5993330 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -5993739.000000 Penalty: 3498.571777
	Iteration 13Q: 3 clusters Score -5993739 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -5994220.000000 Penalty: 3498.571777
	Iteration 14Q: 3 clusters Score -5994220 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -5994737.000000 Penalty: 3498.571777
	Iteration 15Q: 3 clusters Score -5994737 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -5995201.000000 Penalty: 3498.571777
	Iteration 16Q: 3 clusters Score -5995201 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -5995668.000000 Penalty: 3498.571777
	Iteration 17Q: 3 clusters Score -5995668 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -5996078.000000 Penalty: 3498.571777
	Iteration 18Q: 3 clusters Score -5996078 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -5996433.500000 Penalty: 3498.571777
	Iteration 19Q: 3 clusters Score -5996434 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5996690.500000 Penalty: 3498.571777
	Iteration 20F: 3 clusters Score -5996690 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5996920.000000 Penalty: 3498.571777
	Iteration 21Q: 3 clusters Score -5996920 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5997136.500000 Penalty: 3498.571777
	Iteration 22Q: 3 clusters Score -5997136 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5997285.000000 Penalty: 3498.571777
	Iteration 23Q: 3 clusters Score -5997285 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5997432.000000 Penalty: 3498.571777
	Iteration 24Q: 3 clusters Score -5997432 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5997594.500000 Penalty: 3498.571777
	Iteration 25Q: 3 clusters Score -5997594 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5997731.000000 Penalty: 3498.571777
	Iteration 26Q: 3 clusters Score -5997731 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5997837.500000 Penalty: 3498.571777
	Iteration 27Q: 3 clusters Score -5997838 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5997920.500000 Penalty: 3498.571777
	Iteration 28Q: 3 clusters Score -5997920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5998007.500000 Penalty: 3498.571777
	Iteration 29Q: 3 clusters Score -5998008 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5998084.500000 Penalty: 3498.571777
	Iteration 30Q: 3 clusters Score -5998084 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5998164.500000 Penalty: 3498.571777
	Iteration 31Q: 3 clusters Score -5998164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5998218.000000 Penalty: 3498.571777
	Iteration 32Q: 3 clusters Score -5998218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5998266.500000 Penalty: 3498.571777
	Iteration 33Q: 3 clusters Score -5998266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5998294.500000 Penalty: 3498.571777
	Iteration 34Q: 3 clusters Score -5998294 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5998343.000000 Penalty: 3498.571777
	Iteration 35Q: 3 clusters Score -5998343 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5998368.000000 Penalty: 3498.571777
	Iteration 36Q: 3 clusters Score -5998368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5998395.500000 Penalty: 3498.571777
	Iteration 37Q: 3 clusters Score -5998396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5998408.000000 Penalty: 3498.571777
	Iteration 38Q: 3 clusters Score -5998408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5998436.500000 Penalty: 3498.571777
	Iteration 39Q: 3 clusters Score -5998436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5998463.000000 Penalty: 3498.571777
	Iteration 40F: 3 clusters Score -5998463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5998485.500000 Penalty: 3498.571777
	Iteration 41Q: 3 clusters Score -5998486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5998503.000000 Penalty: 3498.571777
	Iteration 42Q: 3 clusters Score -5998503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5998522.000000 Penalty: 3498.571777
	Iteration 43Q: 3 clusters Score -5998522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5998537.500000 Penalty: 3498.571777
	Iteration 44Q: 3 clusters Score -5998538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5998547.500000 Penalty: 3498.571777
	Iteration 45Q: 3 clusters Score -5998548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5998553.500000 Penalty: 3498.571777
	Iteration 46Q: 3 clusters Score -5998554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5998554.000000 Penalty: 3498.571777
	Iteration 47Q: 3 clusters Score -5998554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5998557.000000 Penalty: 3498.571777
	Iteration 48Q: 3 clusters Score -5998557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5998564.000000 Penalty: 3498.571777
	Iteration 49Q: 3 clusters Score -5998564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5998562.000000 Penalty: 3498.571777
	Iteration 50Q: 3 clusters Score -5998562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5998559.000000 Penalty: 3498.571777
	Iteration 51Q: 3 clusters Score -5998559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5998559.500000 Penalty: 3498.571777
	Iteration 52Q: 3 clusters Score -5998560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5998564.500000 Penalty: 3498.571777
	Iteration 53Q: 3 clusters Score -5998564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5998572.000000 Penalty: 3498.571777
	Iteration 54Q: 3 clusters Score -5998572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5998573.000000 Penalty: 3498.571777
	Iteration 55Q: 3 clusters Score -5998573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5998574.000000 Penalty: 3498.571777
	Iteration 56Q: 3 clusters Score -5998574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5998573.500000 Penalty: 3498.571777
	Iteration 57Q: 3 clusters Score -5998574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5998573.000000 Penalty: 3498.571777
	Iteration 58Q: 3 clusters Score -5998573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5998577.000000 Penalty: 3498.571777
	Iteration 59Q: 3 clusters Score -5998577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5998573.000000 Penalty: 3498.571777
	Iteration 60F: 3 clusters Score -5998573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5998587.000000 Penalty: 3498.571777
	Iteration 61Q: 3 clusters Score -5998587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5998587.000000 Penalty: 3498.571777
	Iteration 62Q: 3 clusters Score -5998587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5998588.000000 Penalty: 3498.571777
	Iteration 63Q: 3 clusters Score -5998588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5998586.000000 Penalty: 3498.571777
	Iteration 64Q: 3 clusters Score -5998586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5998595.000000 Penalty: 3498.571777
	Iteration 65Q: 3 clusters Score -5998595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5998595.000000 Penalty: 3498.571777
	Iteration 66Q: 3 clusters Score -5998595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5998594.000000 Penalty: 3498.571777
	Iteration 67Q: 3 clusters Score -5998594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5998591.500000 Penalty: 3498.571777
	Iteration 68Q: 3 clusters Score -5998592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5998591.500000 Penalty: 3498.571777
	Iteration 69F: 3 clusters Score -5998592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Entering Unmasked Estep 
Score: -7290878.500000 Penalty: 1778.005371
	Iteration 0F: 2 clusters Score -7290878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -7254415.000000 Penalty: 3556.010742
	Iteration 0F: 3 clusters Score -7254415 nChanged 26561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -7269470.000000 Penalty: 3556.010742
	Iteration 1F: 3 clusters Score -7269470 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -7269875.000000 Penalty: 3556.010742
	Iteration 2Q: 3 clusters Score -7269875 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -7270284.000000 Penalty: 3556.010742
	Iteration 3Q: 3 clusters Score -7270284 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -7270829.000000 Penalty: 3556.010742
	Iteration 4Q: 3 clusters Score -7270829 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -7271497.500000 Penalty: 3556.010742
	Iteration 5Q: 3 clusters Score -7271498 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -7272418.000000 Penalty: 3556.010742
	Iteration 6Q: 3 clusters Score -7272418 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -7273736.000000 Penalty: 3556.010742
	Iteration 7Q: 3 clusters Score -7273736 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -7275740.000000 Penalty: 3556.010742
	Iteration 8F: 3 clusters Score -7275740 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -7278332.000000 Penalty: 3556.010742
	Iteration 9F: 3 clusters Score -7278332 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -7281106.500000 Penalty: 3556.010742
	Iteration 10F: 3 clusters Score -7281106 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -7283318.500000 Penalty: 3556.010742
	Iteration 11Q: 3 clusters Score -7283318 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -7284786.500000 Penalty: 3556.010742
	Iteration 12Q: 3 clusters Score -7284786 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -7285661.000000 Penalty: 3556.010742
	Iteration 13Q: 3 clusters Score -7285661 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -7286178.500000 Penalty: 3556.010742
	Iteration 14Q: 3 clusters Score -7286178 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -7286555.500000 Penalty: 3556.010742
	Iteration 15Q: 3 clusters Score -7286556 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7286878.500000 Penalty: 3556.010742
	Iteration 16Q: 3 clusters Score -7286878 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7287149.000000 Penalty: 3556.010742
	Iteration 17Q: 3 clusters Score -7287149 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -7287427.500000 Penalty: 3556.010742
	Iteration 18Q: 3 clusters Score -7287428 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7287665.500000 Penalty: 3556.010742
	Iteration 19Q: 3 clusters Score -7287666 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -7287861.000000 Penalty: 3556.010742
	Iteration 20F: 3 clusters Score -7287861 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7288056.000000 Penalty: 3556.010742
	Iteration 21Q: 3 clusters Score -7288056 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7288237.000000 Penalty: 3556.010742
	Iteration 22Q: 3 clusters Score -7288237 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7288373.000000 Penalty: 3556.010742
	Iteration 23Q: 3 clusters Score -7288373 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7288516.000000 Penalty: 3556.010742
	Iteration 24Q: 3 clusters Score -7288516 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7288641.500000 Penalty: 3556.010742
	Iteration 25Q: 3 clusters Score -7288642 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7288743.000000 Penalty: 3556.010742
	Iteration 26Q: 3 clusters Score -7288743 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7288837.500000 Penalty: 3556.010742
	Iteration 27Q: 3 clusters Score -7288838 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7288893.000000 Penalty: 3556.010742
	Iteration 28Q: 3 clusters Score -7288893 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7288983.000000 Penalty: 3556.010742
	Iteration 29Q: 3 clusters Score -7288983 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7289009.500000 Penalty: 3556.010742
	Iteration 30Q: 3 clusters Score -7289010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7289067.500000 Penalty: 3556.010742
	Iteration 31Q: 3 clusters Score -7289068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7289114.500000 Penalty: 3556.010742
	Iteration 32Q: 3 clusters Score -7289114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7289141.000000 Penalty: 3556.010742
	Iteration 33Q: 3 clusters Score -7289141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7289164.500000 Penalty: 3556.010742
	Iteration 34Q: 3 clusters Score -7289164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7289197.000000 Penalty: 3556.010742
	Iteration 35Q: 3 clusters Score -7289197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7289213.000000 Penalty: 3556.010742
	Iteration 36Q: 3 clusters Score -7289213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7289224.500000 Penalty: 3556.010742
	Iteration 37Q: 3 clusters Score -7289224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7289232.000000 Penalty: 3556.010742
	Iteration 38Q: 3 clusters Score -7289232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7289248.000000 Penalty: 3556.010742
	Iteration 39Q: 3 clusters Score -7289248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7289259.500000 Penalty: 3556.010742
	Iteration 40F: 3 clusters Score -7289260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7289260.000000 Penalty: 3556.010742
	Iteration 41Q: 3 clusters Score -7289260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7289264.000000 Penalty: 3556.010742
	Iteration 42Q: 3 clusters Score -7289264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7289271.000000 Penalty: 3556.010742
	Iteration 43Q: 3 clusters Score -7289271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7289273.000000 Penalty: 3556.010742
	Iteration 44Q: 3 clusters Score -7289273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7289276.000000 Penalty: 3556.010742
	Iteration 45Q: 3 clusters Score -7289276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7289284.000000 Penalty: 3556.010742
	Iteration 46Q: 3 clusters Score -7289284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7289287.000000 Penalty: 3556.010742
	Iteration 47Q: 3 clusters Score -7289287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7289289.500000 Penalty: 3556.010742
	Iteration 48Q: 3 clusters Score -7289290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7289303.500000 Penalty: 3556.010742
	Iteration 49Q: 3 clusters Score -7289304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7289304.500000 Penalty: 3556.010742
	Iteration 50Q: 3 clusters Score -7289304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7289307.500000 Penalty: 3556.010742
	Iteration 51Q: 3 clusters Score -7289308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7289313.000000 Penalty: 3556.010742
	Iteration 52Q: 3 clusters Score -7289313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7289309.500000 Penalty: 3556.010742
	Iteration 53Q: 3 clusters Score -7289310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7289305.000000 Penalty: 3556.010742
	Iteration 54Q: 3 clusters Score -7289305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7289302.000000 Penalty: 3556.010742
	Iteration 55Q: 3 clusters Score -7289302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7289302.000000 Penalty: 3556.010742
	Iteration 56F: 3 clusters Score -7289302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Entering Unmasked Estep 
Score: -5513416.000000 Penalty: 1733.444336
	Iteration 0F: 2 clusters Score -5513416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5484861.500000 Penalty: 3466.888672
	Iteration 0F: 3 clusters Score -5484862 nChanged 20052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5496174.000000 Penalty: 3466.888672
	Iteration 1F: 3 clusters Score -5496174 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -5496617.000000 Penalty: 3466.888672
	Iteration 2Q: 3 clusters Score -5496617 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -5497180.500000 Penalty: 3466.888672
	Iteration 3Q: 3 clusters Score -5497180 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -5497860.500000 Penalty: 3466.888672
	Iteration 4Q: 3 clusters Score -5497860 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -5498743.500000 Penalty: 3466.888672
	Iteration 5Q: 3 clusters Score -5498744 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -5500071.000000 Penalty: 3466.888672
	Iteration 6F: 3 clusters Score -5500071 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -5501975.000000 Penalty: 3466.888672
	Iteration 7F: 3 clusters Score -5501975 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -5504420.500000 Penalty: 3466.888672
	Iteration 8F: 3 clusters Score -5504420 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -5506762.500000 Penalty: 3466.888672
	Iteration 9F: 3 clusters Score -5506762 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -5508461.000000 Penalty: 3466.888672
	Iteration 10Q: 3 clusters Score -5508461 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5509674.500000 Penalty: 3466.888672
	Iteration 11Q: 3 clusters Score -5509674 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5510501.500000 Penalty: 3466.888672
	Iteration 12Q: 3 clusters Score -5510502 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5511078.500000 Penalty: 3466.888672
	Iteration 13Q: 3 clusters Score -5511078 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5511443.500000 Penalty: 3466.888672
	Iteration 14Q: 3 clusters Score -5511444 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5511633.000000 Penalty: 3466.888672
	Iteration 15Q: 3 clusters Score -5511633 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5511765.000000 Penalty: 3466.888672
	Iteration 16Q: 3 clusters Score -5511765 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5511834.000000 Penalty: 3466.888672
	Iteration 17Q: 3 clusters Score -5511834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5511869.000000 Penalty: 3466.888672
	Iteration 18Q: 3 clusters Score -5511869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5511894.000000 Penalty: 3466.888672
	Iteration 19Q: 3 clusters Score -5511894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5511908.500000 Penalty: 3466.888672
	Iteration 20F: 3 clusters Score -5511908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5511920.000000 Penalty: 3466.888672
	Iteration 21Q: 3 clusters Score -5511920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5511922.000000 Penalty: 3466.888672
	Iteration 22Q: 3 clusters Score -5511922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5511929.500000 Penalty: 3466.888672
	Iteration 23Q: 3 clusters Score -5511930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5511928.000000 Penalty: 3466.888672
	Iteration 24Q: 3 clusters Score -5511928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5511928.500000 Penalty: 3466.888672
	Iteration 25Q: 3 clusters Score -5511928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5511928.500000 Penalty: 3466.888672
	Iteration 26F: 3 clusters Score -5511928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -14519.591797 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -14519.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13960.257812 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -13960.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14067.768555 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -14067.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14105.687500 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -14105.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14128.745117 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -14128.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14152.091797 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -14152.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14183.254883 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -14183.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14186.742188 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -14186.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14189.317383 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -14189.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14191.960938 Penalty: 1687.711060
	Iteration 8Q: 3 clusters Score -14191.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14191.960938 Penalty: 1687.711060
	Iteration 9F: 3 clusters Score -14191.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -1071250.625000 Penalty: 1466.597412
	Iteration 0F: 2 clusters Score -1071251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1065128.125000 Penalty: 2933.194824
	Iteration 0F: 3 clusters Score -1065128 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1067040.125000 Penalty: 2933.194824
	Iteration 1F: 3 clusters Score -1067040 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1067241.750000 Penalty: 2933.194824
	Iteration 2F: 3 clusters Score -1067242 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1067372.000000 Penalty: 2933.194824
	Iteration 3Q: 3 clusters Score -1067372 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1067476.000000 Penalty: 2933.194824
	Iteration 4Q: 3 clusters Score -1067476 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1067562.250000 Penalty: 2933.194824
	Iteration 5Q: 3 clusters Score -1067562 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1067654.500000 Penalty: 2933.194824
	Iteration 6Q: 3 clusters Score -1067654 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1067763.125000 Penalty: 2933.194824
	Iteration 7Q: 3 clusters Score -1067763 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1067887.750000 Penalty: 2933.194824
	Iteration 8Q: 3 clusters Score -1067888 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1068043.375000 Penalty: 2933.194824
	Iteration 9Q: 3 clusters Score -1068043 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1068228.750000 Penalty: 2933.194824
	Iteration 10Q: 3 clusters Score -1068229 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1068449.250000 Penalty: 2933.194824
	Iteration 11Q: 3 clusters Score -1068449 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1068712.875000 Penalty: 2933.194824
	Iteration 12Q: 3 clusters Score -1068713 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1069005.375000 Penalty: 2933.194824
	Iteration 13Q: 3 clusters Score -1069005 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1069247.750000 Penalty: 2933.194824
	Iteration 14Q: 3 clusters Score -1069248 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1069446.375000 Penalty: 2933.194824
	Iteration 15Q: 3 clusters Score -1069446 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1069588.500000 Penalty: 2933.194824
	Iteration 16Q: 3 clusters Score -1069588 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1069685.000000 Penalty: 2933.194824
	Iteration 17Q: 3 clusters Score -1069685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1069761.625000 Penalty: 2933.194824
	Iteration 18Q: 3 clusters Score -1069762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1069800.625000 Penalty: 2933.194824
	Iteration 19Q: 3 clusters Score -1069801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1069831.875000 Penalty: 2933.194824
	Iteration 20F: 3 clusters Score -1069832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1069858.750000 Penalty: 2933.194824
	Iteration 21Q: 3 clusters Score -1069859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1069886.750000 Penalty: 2933.194824
	Iteration 22Q: 3 clusters Score -1069887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1069906.000000 Penalty: 2933.194824
	Iteration 23Q: 3 clusters Score -1069906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1069913.125000 Penalty: 2933.194824
	Iteration 24Q: 3 clusters Score -1069913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1069919.625000 Penalty: 2933.194824
	Iteration 25Q: 3 clusters Score -1069920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1069924.375000 Penalty: 2933.194824
	Iteration 26Q: 3 clusters Score -1069924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1069931.000000 Penalty: 2933.194824
	Iteration 27Q: 3 clusters Score -1069931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1069936.875000 Penalty: 2933.194824
	Iteration 28Q: 3 clusters Score -1069937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1069940.375000 Penalty: 2933.194824
	Iteration 29Q: 3 clusters Score -1069940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1069943.500000 Penalty: 2933.194824
	Iteration 30Q: 3 clusters Score -1069944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1069943.125000 Penalty: 2933.194824
	Iteration 31Q: 3 clusters Score -1069943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1069944.875000 Penalty: 2933.194824
	Iteration 32Q: 3 clusters Score -1069945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1069950.625000 Penalty: 2933.194824
	Iteration 33Q: 3 clusters Score -1069951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1069953.875000 Penalty: 2933.194824
	Iteration 34Q: 3 clusters Score -1069954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1069958.000000 Penalty: 2933.194824
	Iteration 35Q: 3 clusters Score -1069958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1069961.375000 Penalty: 2933.194824
	Iteration 36Q: 3 clusters Score -1069961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1069964.875000 Penalty: 2933.194824
	Iteration 37Q: 3 clusters Score -1069965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1069967.500000 Penalty: 2933.194824
	Iteration 38Q: 3 clusters Score -1069968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1069969.250000 Penalty: 2933.194824
	Iteration 39Q: 3 clusters Score -1069969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1069970.625000 Penalty: 2933.194824
	Iteration 40F: 3 clusters Score -1069971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -72962.257812 Penalty: 1050.242310
	Iteration 0F: 2 clusters Score -72962.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71851.734375 Penalty: 2100.484619
	Iteration 0F: 3 clusters Score -71851.73 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72122.265625 Penalty: 2100.484619
	Iteration 1F: 3 clusters Score -72122.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72210.007812 Penalty: 2100.484619
	Iteration 2F: 3 clusters Score -72210.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72260.382812 Penalty: 2100.484619
	Iteration 3Q: 3 clusters Score -72260.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72292.234375 Penalty: 2100.484619
	Iteration 4Q: 3 clusters Score -72292.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72374.101562 Penalty: 2100.484619
	Iteration 5Q: 3 clusters Score -72374.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72496.132812 Penalty: 2100.484619
	Iteration 6F: 3 clusters Score -72496.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72635.437500 Penalty: 2100.484619
	Iteration 7F: 3 clusters Score -72635.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72798.835938 Penalty: 2100.484619
	Iteration 8F: 3 clusters Score -72798.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72898.640625 Penalty: 2100.484619
	Iteration 9Q: 3 clusters Score -72898.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72941.281250 Penalty: 2100.484619
	Iteration 10Q: 3 clusters Score -72941.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72962.632812 Penalty: 2100.484619
	Iteration 11Q: 3 clusters Score -72962.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72983.453125 Penalty: 2100.484619
	Iteration 12Q: 3 clusters Score -72983.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72985.445312 Penalty: 2100.484619
	Iteration 13Q: 3 clusters Score -72985.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72985.445312 Penalty: 2100.484619
	Iteration 14F: 3 clusters Score -72985.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 47327 members 
Mstep: Class 5 contains 56476 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 31217 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25420 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 81004 members 
Mstep: Class 16 contains 55144 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14500 members 
Entering Unmasked Estep 
Score: -65802984.000000 Penalty: 40671.453125
Splitting cluster 9 changes total score from -65804048.000000 to -65802984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (31217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Entering Unmasked Estep 
Score: -3968193.750000 Penalty: 1681.666626
	Iteration 0F: 2 clusters Score -3968194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3947155.750000 Penalty: 3363.333252
	Iteration 0F: 3 clusters Score -3947156 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3955252.000000 Penalty: 3363.333252
	Iteration 1F: 3 clusters Score -3955252 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3955719.000000 Penalty: 3363.333252
	Iteration 2Q: 3 clusters Score -3955719 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3956209.000000 Penalty: 3363.333252
	Iteration 3Q: 3 clusters Score -3956209 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3956711.000000 Penalty: 3363.333252
	Iteration 4Q: 3 clusters Score -3956711 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3957303.250000 Penalty: 3363.333252
	Iteration 5Q: 3 clusters Score -3957303 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3958071.500000 Penalty: 3363.333252
	Iteration 6Q: 3 clusters Score -3958072 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3959049.500000 Penalty: 3363.333252
	Iteration 7F: 3 clusters Score -3959050 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3960156.500000 Penalty: 3363.333252
	Iteration 8F: 3 clusters Score -3960156 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -3961221.000000 Penalty: 3363.333252
	Iteration 9F: 3 clusters Score -3961221 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3962049.500000 Penalty: 3363.333252
	Iteration 10Q: 3 clusters Score -3962050 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3962608.750000 Penalty: 3363.333252
	Iteration 11Q: 3 clusters Score -3962609 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3962957.000000 Penalty: 3363.333252
	Iteration 12Q: 3 clusters Score -3962957 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3963178.000000 Penalty: 3363.333252
	Iteration 13Q: 3 clusters Score -3963178 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3963421.750000 Penalty: 3363.333252
	Iteration 14Q: 3 clusters Score -3963422 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3963623.000000 Penalty: 3363.333252
	Iteration 15Q: 3 clusters Score -3963623 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3963843.500000 Penalty: 3363.333252
	Iteration 16Q: 3 clusters Score -3963844 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3963990.250000 Penalty: 3363.333252
	Iteration 17Q: 3 clusters Score -3963990 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -3964140.750000 Penalty: 3363.333252
	Iteration 18Q: 3 clusters Score -3964141 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3964300.750000 Penalty: 3363.333252
	Iteration 19Q: 3 clusters Score -3964301 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3964485.500000 Penalty: 3363.333252
	Iteration 20F: 3 clusters Score -3964486 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3964659.500000 Penalty: 3363.333252
	Iteration 21Q: 3 clusters Score -3964660 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3964811.500000 Penalty: 3363.333252
	Iteration 22Q: 3 clusters Score -3964812 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3964987.000000 Penalty: 3363.333252
	Iteration 23Q: 3 clusters Score -3964987 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3965196.500000 Penalty: 3363.333252
	Iteration 24Q: 3 clusters Score -3965196 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3965375.000000 Penalty: 3363.333252
	Iteration 25Q: 3 clusters Score -3965375 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3965566.250000 Penalty: 3363.333252
	Iteration 26Q: 3 clusters Score -3965566 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3965751.500000 Penalty: 3363.333252
	Iteration 27Q: 3 clusters Score -3965752 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3965941.500000 Penalty: 3363.333252
	Iteration 28Q: 3 clusters Score -3965942 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3966109.500000 Penalty: 3363.333252
	Iteration 29Q: 3 clusters Score -3966110 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3966245.500000 Penalty: 3363.333252
	Iteration 30Q: 3 clusters Score -3966246 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3966362.500000 Penalty: 3363.333252
	Iteration 31Q: 3 clusters Score -3966362 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3966441.250000 Penalty: 3363.333252
	Iteration 32Q: 3 clusters Score -3966441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3966500.000000 Penalty: 3363.333252
	Iteration 33Q: 3 clusters Score -3966500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3966563.750000 Penalty: 3363.333252
	Iteration 34Q: 3 clusters Score -3966564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3966618.500000 Penalty: 3363.333252
	Iteration 35Q: 3 clusters Score -3966618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3966652.250000 Penalty: 3363.333252
	Iteration 36Q: 3 clusters Score -3966652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3966674.000000 Penalty: 3363.333252
	Iteration 37Q: 3 clusters Score -3966674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3966705.000000 Penalty: 3363.333252
	Iteration 38Q: 3 clusters Score -3966705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3966727.250000 Penalty: 3363.333252
	Iteration 39Q: 3 clusters Score -3966727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3966736.000000 Penalty: 3363.333252
	Iteration 40F: 3 clusters Score -3966736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3966745.000000 Penalty: 3363.333252
	Iteration 41Q: 3 clusters Score -3966745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3966747.750000 Penalty: 3363.333252
	Iteration 42Q: 3 clusters Score -3966748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3966747.500000 Penalty: 3363.333252
	Iteration 43Q: 3 clusters Score -3966748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3966752.250000 Penalty: 3363.333252
	Iteration 44Q: 3 clusters Score -3966752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3966752.250000 Penalty: 3363.333252
	Iteration 45Q: 3 clusters Score -3966752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3966754.500000 Penalty: 3363.333252
	Iteration 46Q: 3 clusters Score -3966754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3966756.250000 Penalty: 3363.333252
	Iteration 47Q: 3 clusters Score -3966756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3966756.000000 Penalty: 3363.333252
	Iteration 48Q: 3 clusters Score -3966756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3966757.250000 Penalty: 3363.333252
	Iteration 49Q: 3 clusters Score -3966757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3966757.250000 Penalty: 3363.333252
	Iteration 50F: 3 clusters Score -3966757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Entering Unmasked Estep 
Score: -795467.875000 Penalty: 1421.754272
	Iteration 0F: 2 clusters Score -795467.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -790651.375000 Penalty: 2843.508545
	Iteration 0F: 3 clusters Score -790651.4 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -792129.250000 Penalty: 2843.508545
	Iteration 1F: 3 clusters Score -792129.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -792330.562500 Penalty: 2843.508545
	Iteration 2F: 3 clusters Score -792330.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -792485.625000 Penalty: 2843.508545
	Iteration 3Q: 3 clusters Score -792485.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -792629.312500 Penalty: 2843.508545
	Iteration 4Q: 3 clusters Score -792629.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -792757.000000 Penalty: 2843.508545
	Iteration 5Q: 3 clusters Score -792757 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -792909.375000 Penalty: 2843.508545
	Iteration 6Q: 3 clusters Score -792909.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -793089.750000 Penalty: 2843.508545
	Iteration 7Q: 3 clusters Score -793089.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -793277.437500 Penalty: 2843.508545
	Iteration 8Q: 3 clusters Score -793277.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -793478.437500 Penalty: 2843.508545
	Iteration 9Q: 3 clusters Score -793478.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -793677.750000 Penalty: 2843.508545
	Iteration 10Q: 3 clusters Score -793677.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -793835.125000 Penalty: 2843.508545
	Iteration 11Q: 3 clusters Score -793835.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -793955.062500 Penalty: 2843.508545
	Iteration 12Q: 3 clusters Score -793955.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -794047.875000 Penalty: 2843.508545
	Iteration 13Q: 3 clusters Score -794047.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -794111.375000 Penalty: 2843.508545
	Iteration 14Q: 3 clusters Score -794111.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -794145.625000 Penalty: 2843.508545
	Iteration 15Q: 3 clusters Score -794145.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -794171.437500 Penalty: 2843.508545
	Iteration 16Q: 3 clusters Score -794171.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -794192.187500 Penalty: 2843.508545
	Iteration 17Q: 3 clusters Score -794192.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -794211.812500 Penalty: 2843.508545
	Iteration 18Q: 3 clusters Score -794211.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -794220.687500 Penalty: 2843.508545
	Iteration 19Q: 3 clusters Score -794220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -794222.937500 Penalty: 2843.508545
	Iteration 20F: 3 clusters Score -794222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -794226.062500 Penalty: 2843.508545
	Iteration 21Q: 3 clusters Score -794226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -794226.062500 Penalty: 2843.508545
	Iteration 22F: 3 clusters Score -794226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Entering Unmasked Estep 
Score: -610371.937500 Penalty: 1374.403442
	Iteration 0F: 2 clusters Score -610371.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -606556.875000 Penalty: 2748.806885
	Iteration 0F: 3 clusters Score -606556.9 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -607659.687500 Penalty: 2748.806885
	Iteration 1F: 3 clusters Score -607659.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -607815.437500 Penalty: 2748.806885
	Iteration 2F: 3 clusters Score -607815.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -607953.500000 Penalty: 2748.806885
	Iteration 3F: 3 clusters Score -607953.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -608087.500000 Penalty: 2748.806885
	Iteration 4Q: 3 clusters Score -608087.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -608216.125000 Penalty: 2748.806885
	Iteration 5Q: 3 clusters Score -608216.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -608356.312500 Penalty: 2748.806885
	Iteration 6Q: 3 clusters Score -608356.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -608491.937500 Penalty: 2748.806885
	Iteration 7Q: 3 clusters Score -608491.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -608604.750000 Penalty: 2748.806885
	Iteration 8Q: 3 clusters Score -608604.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -608699.250000 Penalty: 2748.806885
	Iteration 9Q: 3 clusters Score -608699.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -608794.687500 Penalty: 2748.806885
	Iteration 10Q: 3 clusters Score -608794.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -608863.875000 Penalty: 2748.806885
	Iteration 11Q: 3 clusters Score -608863.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -608917.187500 Penalty: 2748.806885
	Iteration 12Q: 3 clusters Score -608917.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -608961.062500 Penalty: 2748.806885
	Iteration 13Q: 3 clusters Score -608961.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -608993.125000 Penalty: 2748.806885
	Iteration 14Q: 3 clusters Score -608993.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -609020.062500 Penalty: 2748.806885
	Iteration 15Q: 3 clusters Score -609020.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -609050.750000 Penalty: 2748.806885
	Iteration 16Q: 3 clusters Score -609050.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -609073.375000 Penalty: 2748.806885
	Iteration 17Q: 3 clusters Score -609073.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -609099.062500 Penalty: 2748.806885
	Iteration 18Q: 3 clusters Score -609099.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -609112.312500 Penalty: 2748.806885
	Iteration 19Q: 3 clusters Score -609112.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -609118.750000 Penalty: 2748.806885
	Iteration 20F: 3 clusters Score -609118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -609128.500000 Penalty: 2748.806885
	Iteration 21Q: 3 clusters Score -609128.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -609133.000000 Penalty: 2748.806885
	Iteration 22Q: 3 clusters Score -609133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -609137.750000 Penalty: 2748.806885
	Iteration 23Q: 3 clusters Score -609137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -609141.062500 Penalty: 2748.806885
	Iteration 24Q: 3 clusters Score -609141.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -609145.312500 Penalty: 2748.806885
	Iteration 25Q: 3 clusters Score -609145.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -609151.687500 Penalty: 2748.806885
	Iteration 26Q: 3 clusters Score -609151.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -609155.500000 Penalty: 2748.806885
	Iteration 27Q: 3 clusters Score -609155.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -609161.812500 Penalty: 2748.806885
	Iteration 28Q: 3 clusters Score -609161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -609164.625000 Penalty: 2748.806885
	Iteration 29Q: 3 clusters Score -609164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -609167.937500 Penalty: 2748.806885
	Iteration 30Q: 3 clusters Score -609167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -609170.312500 Penalty: 2748.806885
	Iteration 31Q: 3 clusters Score -609170.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -609173.750000 Penalty: 2748.806885
	Iteration 32Q: 3 clusters Score -609173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -609176.250000 Penalty: 2748.806885
	Iteration 33Q: 3 clusters Score -609176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -609178.500000 Penalty: 2748.806885
	Iteration 34Q: 3 clusters Score -609178.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -609180.562500 Penalty: 2748.806885
	Iteration 35Q: 3 clusters Score -609180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -609181.375000 Penalty: 2748.806885
	Iteration 36Q: 3 clusters Score -609181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -609182.062500 Penalty: 2748.806885
	Iteration 37Q: 3 clusters Score -609182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -609183.875000 Penalty: 2748.806885
	Iteration 38Q: 3 clusters Score -609183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -609184.687500 Penalty: 2748.806885
	Iteration 39Q: 3 clusters Score -609184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -609186.187500 Penalty: 2748.806885
	Iteration 40F: 3 clusters Score -609186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -609187.687500 Penalty: 2748.806885
	Iteration 41Q: 3 clusters Score -609187.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -609189.375000 Penalty: 2748.806885
	Iteration 42Q: 3 clusters Score -609189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -609190.687500 Penalty: 2748.806885
	Iteration 43Q: 3 clusters Score -609190.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -609194.625000 Penalty: 2748.806885
	Iteration 44Q: 3 clusters Score -609194.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -609197.812500 Penalty: 2748.806885
	Iteration 45Q: 3 clusters Score -609197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -609198.687500 Penalty: 2748.806885
	Iteration 46Q: 3 clusters Score -609198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -609199.937500 Penalty: 2748.806885
	Iteration 47Q: 3 clusters Score -609199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -609200.812500 Penalty: 2748.806885
	Iteration 48Q: 3 clusters Score -609200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -609201.437500 Penalty: 2748.806885
	Iteration 49Q: 3 clusters Score -609201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -609201.437500 Penalty: 2748.806885
	Iteration 50F: 3 clusters Score -609201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Entering Unmasked Estep 
Score: -3265248.750000 Penalty: 1648.284912
	Iteration 0F: 2 clusters Score -3265249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3248166.000000 Penalty: 3296.569824
	Iteration 0F: 3 clusters Score -3248166 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3254358.000000 Penalty: 3296.569824
	Iteration 1F: 3 clusters Score -3254358 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3254687.000000 Penalty: 3296.569824
	Iteration 2Q: 3 clusters Score -3254687 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3255006.000000 Penalty: 3296.569824
	Iteration 3Q: 3 clusters Score -3255006 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3255391.750000 Penalty: 3296.569824
	Iteration 4Q: 3 clusters Score -3255392 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3255839.000000 Penalty: 3296.569824
	Iteration 5Q: 3 clusters Score -3255839 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3256380.250000 Penalty: 3296.569824
	Iteration 6Q: 3 clusters Score -3256380 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3257018.250000 Penalty: 3296.569824
	Iteration 7Q: 3 clusters Score -3257018 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3257764.750000 Penalty: 3296.569824
	Iteration 8Q: 3 clusters Score -3257765 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3258620.250000 Penalty: 3296.569824
	Iteration 9F: 3 clusters Score -3258620 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3259475.500000 Penalty: 3296.569824
	Iteration 10Q: 3 clusters Score -3259476 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3260154.500000 Penalty: 3296.569824
	Iteration 11Q: 3 clusters Score -3260154 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3260643.500000 Penalty: 3296.569824
	Iteration 12Q: 3 clusters Score -3260644 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3260897.000000 Penalty: 3296.569824
	Iteration 13Q: 3 clusters Score -3260897 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3261065.750000 Penalty: 3296.569824
	Iteration 14Q: 3 clusters Score -3261066 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3261172.750000 Penalty: 3296.569824
	Iteration 15Q: 3 clusters Score -3261173 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3261282.000000 Penalty: 3296.569824
	Iteration 16Q: 3 clusters Score -3261282 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3261416.000000 Penalty: 3296.569824
	Iteration 17Q: 3 clusters Score -3261416 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3261560.000000 Penalty: 3296.569824
	Iteration 18Q: 3 clusters Score -3261560 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3261701.750000 Penalty: 3296.569824
	Iteration 19Q: 3 clusters Score -3261702 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3261886.500000 Penalty: 3296.569824
	Iteration 20F: 3 clusters Score -3261886 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3262049.750000 Penalty: 3296.569824
	Iteration 21Q: 3 clusters Score -3262050 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3262221.000000 Penalty: 3296.569824
	Iteration 22Q: 3 clusters Score -3262221 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3262351.500000 Penalty: 3296.569824
	Iteration 23Q: 3 clusters Score -3262352 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3262475.250000 Penalty: 3296.569824
	Iteration 24Q: 3 clusters Score -3262475 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3262622.250000 Penalty: 3296.569824
	Iteration 25Q: 3 clusters Score -3262622 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3262739.500000 Penalty: 3296.569824
	Iteration 26Q: 3 clusters Score -3262740 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3262849.250000 Penalty: 3296.569824
	Iteration 27Q: 3 clusters Score -3262849 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3262964.750000 Penalty: 3296.569824
	Iteration 28Q: 3 clusters Score -3262965 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3263054.750000 Penalty: 3296.569824
	Iteration 29Q: 3 clusters Score -3263055 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3263169.250000 Penalty: 3296.569824
	Iteration 30Q: 3 clusters Score -3263169 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3263242.500000 Penalty: 3296.569824
	Iteration 31Q: 3 clusters Score -3263242 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3263321.750000 Penalty: 3296.569824
	Iteration 32Q: 3 clusters Score -3263322 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3263391.500000 Penalty: 3296.569824
	Iteration 33Q: 3 clusters Score -3263392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3263467.750000 Penalty: 3296.569824
	Iteration 34Q: 3 clusters Score -3263468 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3263520.750000 Penalty: 3296.569824
	Iteration 35Q: 3 clusters Score -3263521 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3263557.000000 Penalty: 3296.569824
	Iteration 36Q: 3 clusters Score -3263557 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3263596.500000 Penalty: 3296.569824
	Iteration 37Q: 3 clusters Score -3263596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3263629.500000 Penalty: 3296.569824
	Iteration 38Q: 3 clusters Score -3263630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3263678.750000 Penalty: 3296.569824
	Iteration 39Q: 3 clusters Score -3263679 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3263709.000000 Penalty: 3296.569824
	Iteration 40F: 3 clusters Score -3263709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3263723.500000 Penalty: 3296.569824
	Iteration 41Q: 3 clusters Score -3263724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3263746.500000 Penalty: 3296.569824
	Iteration 42Q: 3 clusters Score -3263746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3263763.000000 Penalty: 3296.569824
	Iteration 43Q: 3 clusters Score -3263763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3263776.500000 Penalty: 3296.569824
	Iteration 44Q: 3 clusters Score -3263776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3263784.500000 Penalty: 3296.569824
	Iteration 45Q: 3 clusters Score -3263784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3263790.250000 Penalty: 3296.569824
	Iteration 46Q: 3 clusters Score -3263790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3263791.000000 Penalty: 3296.569824
	Iteration 47Q: 3 clusters Score -3263791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3263797.500000 Penalty: 3296.569824
	Iteration 48Q: 3 clusters Score -3263798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3263797.250000 Penalty: 3296.569824
	Iteration 49Q: 3 clusters Score -3263797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3263800.000000 Penalty: 3296.569824
	Iteration 50Q: 3 clusters Score -3263800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3263803.250000 Penalty: 3296.569824
	Iteration 51Q: 3 clusters Score -3263803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3263804.500000 Penalty: 3296.569824
	Iteration 52Q: 3 clusters Score -3263804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3263804.500000 Penalty: 3296.569824
	Iteration 53Q: 3 clusters Score -3263804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3263804.000000 Penalty: 3296.569824
	Iteration 54Q: 3 clusters Score -3263804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3263805.500000 Penalty: 3296.569824
	Iteration 55Q: 3 clusters Score -3263806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3263807.000000 Penalty: 3296.569824
	Iteration 56Q: 3 clusters Score -3263807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3263812.500000 Penalty: 3296.569824
	Iteration 57Q: 3 clusters Score -3263812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3263817.000000 Penalty: 3296.569824
	Iteration 58Q: 3 clusters Score -3263817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3263818.750000 Penalty: 3296.569824
	Iteration 59Q: 3 clusters Score -3263819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3263824.000000 Penalty: 3296.569824
	Iteration 60F: 3 clusters Score -3263824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3263830.250000 Penalty: 3296.569824
	Iteration 61Q: 3 clusters Score -3263830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3263828.000000 Penalty: 3296.569824
	Iteration 62Q: 3 clusters Score -3263828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3263831.500000 Penalty: 3296.569824
	Iteration 63Q: 3 clusters Score -3263832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3263833.750000 Penalty: 3296.569824
	Iteration 64Q: 3 clusters Score -3263834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3263836.500000 Penalty: 3296.569824
	Iteration 65Q: 3 clusters Score -3263836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3263838.000000 Penalty: 3296.569824
	Iteration 66Q: 3 clusters Score -3263838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3263838.000000 Penalty: 3296.569824
	Iteration 67F: 3 clusters Score -3263838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Entering Unmasked Estep 
Score: -8046085.500000 Penalty: 1794.952393
	Iteration 0F: 2 clusters Score -8046086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -8005548.000000 Penalty: 3589.904785
	Iteration 0F: 3 clusters Score -8005548 nChanged 29855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -8022196.000000 Penalty: 3589.904785
	Iteration 1F: 3 clusters Score -8022196 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -8022676.500000 Penalty: 3589.904785
	Iteration 2Q: 3 clusters Score -8022676 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -8023233.500000 Penalty: 3589.904785
	Iteration 3Q: 3 clusters Score -8023234 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -8023907.500000 Penalty: 3589.904785
	Iteration 4Q: 3 clusters Score -8023908 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -8024850.000000 Penalty: 3589.904785
	Iteration 5Q: 3 clusters Score -8024850 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -8026306.500000 Penalty: 3589.904785
	Iteration 6Q: 3 clusters Score -8026306 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -8028519.500000 Penalty: 3589.904785
	Iteration 7F: 3 clusters Score -8028520 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -8031403.500000 Penalty: 3589.904785
	Iteration 8F: 3 clusters Score -8031404 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -8034586.500000 Penalty: 3589.904785
	Iteration 9F: 3 clusters Score -8034586 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -8037402.000000 Penalty: 3589.904785
	Iteration 10F: 3 clusters Score -8037402 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -8039476.000000 Penalty: 3589.904785
	Iteration 11Q: 3 clusters Score -8039476 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -8040891.500000 Penalty: 3589.904785
	Iteration 12Q: 3 clusters Score -8040892 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -8041982.000000 Penalty: 3589.904785
	Iteration 13Q: 3 clusters Score -8041982 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8042714.000000 Penalty: 3589.904785
	Iteration 14Q: 3 clusters Score -8042714 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8043255.000000 Penalty: 3589.904785
	Iteration 15Q: 3 clusters Score -8043255 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8043610.000000 Penalty: 3589.904785
	Iteration 16Q: 3 clusters Score -8043610 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8043850.000000 Penalty: 3589.904785
	Iteration 17Q: 3 clusters Score -8043850 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8044045.500000 Penalty: 3589.904785
	Iteration 18Q: 3 clusters Score -8044046 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8044131.000000 Penalty: 3589.904785
	Iteration 19Q: 3 clusters Score -8044131 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8044218.000000 Penalty: 3589.904785
	Iteration 20F: 3 clusters Score -8044218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8044281.500000 Penalty: 3589.904785
	Iteration 21Q: 3 clusters Score -8044282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8044329.000000 Penalty: 3589.904785
	Iteration 22Q: 3 clusters Score -8044329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8044352.000000 Penalty: 3589.904785
	Iteration 23Q: 3 clusters Score -8044352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8044378.500000 Penalty: 3589.904785
	Iteration 24Q: 3 clusters Score -8044378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8044390.500000 Penalty: 3589.904785
	Iteration 25Q: 3 clusters Score -8044390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8044402.500000 Penalty: 3589.904785
	Iteration 26Q: 3 clusters Score -8044402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8044410.000000 Penalty: 3589.904785
	Iteration 27Q: 3 clusters Score -8044410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8044419.000000 Penalty: 3589.904785
	Iteration 28Q: 3 clusters Score -8044419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8044433.500000 Penalty: 3589.904785
	Iteration 29Q: 3 clusters Score -8044434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8044446.500000 Penalty: 3589.904785
	Iteration 30Q: 3 clusters Score -8044446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8044441.500000 Penalty: 3589.904785
	Iteration 31Q: 3 clusters Score -8044442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8044451.500000 Penalty: 3589.904785
	Iteration 32Q: 3 clusters Score -8044452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8044460.000000 Penalty: 3589.904785
	Iteration 33Q: 3 clusters Score -8044460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8044470.500000 Penalty: 3589.904785
	Iteration 34Q: 3 clusters Score -8044470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8044472.000000 Penalty: 3589.904785
	Iteration 35Q: 3 clusters Score -8044472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8044477.500000 Penalty: 3589.904785
	Iteration 36Q: 3 clusters Score -8044478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8044490.500000 Penalty: 3589.904785
	Iteration 37Q: 3 clusters Score -8044490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8044500.000000 Penalty: 3589.904785
	Iteration 38Q: 3 clusters Score -8044500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8044511.000000 Penalty: 3589.904785
	Iteration 39Q: 3 clusters Score -8044511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8044512.500000 Penalty: 3589.904785
	Iteration 40F: 3 clusters Score -8044512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8044515.500000 Penalty: 3589.904785
	Iteration 41Q: 3 clusters Score -8044516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8044521.500000 Penalty: 3589.904785
	Iteration 42Q: 3 clusters Score -8044522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8044528.500000 Penalty: 3589.904785
	Iteration 43Q: 3 clusters Score -8044528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8044517.500000 Penalty: 3589.904785
	Iteration 44Q: 3 clusters Score -8044518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8044521.500000 Penalty: 3589.904785
	Iteration 45Q: 3 clusters Score -8044522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8044526.500000 Penalty: 3589.904785
	Iteration 46Q: 3 clusters Score -8044526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8044523.500000 Penalty: 3589.904785
	Iteration 47Q: 3 clusters Score -8044524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8044523.500000 Penalty: 3589.904785
	Iteration 48F: 3 clusters Score -8044524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Entering Unmasked Estep 
Score: -10376527.000000 Penalty: 1836.616211
	Iteration 0F: 2 clusters Score -1.037653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -10326423.000000 Penalty: 3673.232422
	Iteration 0F: 3 clusters Score -1.032642e+07 nChanged 38656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -10348681.000000 Penalty: 3673.232422
	Iteration 1F: 3 clusters Score -1.034868e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -10349416.000000 Penalty: 3673.232422
	Iteration 2Q: 3 clusters Score -1.034942e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -10350166.000000 Penalty: 3673.232422
	Iteration 3Q: 3 clusters Score -1.035017e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -10351027.000000 Penalty: 3673.232422
	Iteration 4Q: 3 clusters Score -1.035103e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -10352094.000000 Penalty: 3673.232422
	Iteration 5Q: 3 clusters Score -1.035209e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -10353885.000000 Penalty: 3673.232422
	Iteration 6F: 3 clusters Score -1.035388e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -10356709.000000 Penalty: 3673.232422
	Iteration 7F: 3 clusters Score -1.035671e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -10361040.000000 Penalty: 3673.232422
	Iteration 8F: 3 clusters Score -1.036104e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -10366845.000000 Penalty: 3673.232422
	Iteration 9F: 3 clusters Score -1.036684e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -10371920.000000 Penalty: 3673.232422
	Iteration 10F: 3 clusters Score -1.037192e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -10374001.000000 Penalty: 3673.232422
	Iteration 11Q: 3 clusters Score -1.0374e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -10374614.000000 Penalty: 3673.232422
	Iteration 12Q: 3 clusters Score -1.037461e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -10374795.000000 Penalty: 3673.232422
	Iteration 13Q: 3 clusters Score -1.03748e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -10374883.000000 Penalty: 3673.232422
	Iteration 14Q: 3 clusters Score -1.037488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -10374920.000000 Penalty: 3673.232422
	Iteration 15Q: 3 clusters Score -1.037492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -10374923.000000 Penalty: 3673.232422
	Iteration 16Q: 3 clusters Score -1.037492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -10374923.000000 Penalty: 3673.232422
	Iteration 17Q: 3 clusters Score -1.037492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -10374932.000000 Penalty: 3673.232422
	Iteration 18Q: 3 clusters Score -1.037493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10374939.000000 Penalty: 3673.232422
	Iteration 19Q: 3 clusters Score -1.037494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10374940.000000 Penalty: 3673.232422
	Iteration 20F: 3 clusters Score -1.037494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10374943.000000 Penalty: 3673.232422
	Iteration 21Q: 3 clusters Score -1.037494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10374943.000000 Penalty: 3673.232422
	Iteration 22F: 3 clusters Score -1.037494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Entering Unmasked Estep 
Score: -7093390.000000 Penalty: 1774.126831
	Iteration 0F: 2 clusters Score -7093390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -7057485.000000 Penalty: 3548.253662
	Iteration 0F: 3 clusters Score -7057485 nChanged 26025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -7072078.500000 Penalty: 3548.253662
	Iteration 1F: 3 clusters Score -7072078 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -7072652.500000 Penalty: 3548.253662
	Iteration 2Q: 3 clusters Score -7072652 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -7073383.500000 Penalty: 3548.253662
	Iteration 3Q: 3 clusters Score -7073384 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -7074635.500000 Penalty: 3548.253662
	Iteration 4Q: 3 clusters Score -7074636 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -7076617.500000 Penalty: 3548.253662
	Iteration 5F: 3 clusters Score -7076618 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -7079531.500000 Penalty: 3548.253662
	Iteration 6F: 3 clusters Score -7079532 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -7082895.500000 Penalty: 3548.253662
	Iteration 7F: 3 clusters Score -7082896 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -7085940.500000 Penalty: 3548.253662
	Iteration 8F: 3 clusters Score -7085940 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7088236.500000 Penalty: 3548.253662
	Iteration 9Q: 3 clusters Score -7088236 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -7089669.500000 Penalty: 3548.253662
	Iteration 10Q: 3 clusters Score -7089670 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7090431.000000 Penalty: 3548.253662
	Iteration 11Q: 3 clusters Score -7090431 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7090891.500000 Penalty: 3548.253662
	Iteration 12Q: 3 clusters Score -7090892 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7091256.000000 Penalty: 3548.253662
	Iteration 13Q: 3 clusters Score -7091256 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7091463.500000 Penalty: 3548.253662
	Iteration 14Q: 3 clusters Score -7091464 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7091590.500000 Penalty: 3548.253662
	Iteration 15Q: 3 clusters Score -7091590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7091699.000000 Penalty: 3548.253662
	Iteration 16Q: 3 clusters Score -7091699 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7091763.000000 Penalty: 3548.253662
	Iteration 17Q: 3 clusters Score -7091763 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7091786.500000 Penalty: 3548.253662
	Iteration 18Q: 3 clusters Score -7091786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7091813.500000 Penalty: 3548.253662
	Iteration 19Q: 3 clusters Score -7091814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7091838.500000 Penalty: 3548.253662
	Iteration 20F: 3 clusters Score -7091838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7091850.500000 Penalty: 3548.253662
	Iteration 21Q: 3 clusters Score -7091850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7091861.000000 Penalty: 3548.253662
	Iteration 22Q: 3 clusters Score -7091861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7091868.000000 Penalty: 3548.253662
	Iteration 23Q: 3 clusters Score -7091868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7091875.500000 Penalty: 3548.253662
	Iteration 24Q: 3 clusters Score -7091876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7091876.500000 Penalty: 3548.253662
	Iteration 25Q: 3 clusters Score -7091876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7091876.500000 Penalty: 3548.253662
	Iteration 26Q: 3 clusters Score -7091876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7091880.500000 Penalty: 3548.253662
	Iteration 27Q: 3 clusters Score -7091880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7091882.000000 Penalty: 3548.253662
	Iteration 28Q: 3 clusters Score -7091882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7091887.500000 Penalty: 3548.253662
	Iteration 29Q: 3 clusters Score -7091888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7091884.500000 Penalty: 3548.253662
	Iteration 30Q: 3 clusters Score -7091884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7091885.500000 Penalty: 3548.253662
	Iteration 31Q: 3 clusters Score -7091886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7091888.000000 Penalty: 3548.253662
	Iteration 32Q: 3 clusters Score -7091888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7091890.500000 Penalty: 3548.253662
	Iteration 33Q: 3 clusters Score -7091890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7091893.500000 Penalty: 3548.253662
	Iteration 34Q: 3 clusters Score -7091894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7091892.500000 Penalty: 3548.253662
	Iteration 35Q: 3 clusters Score -7091892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7091892.000000 Penalty: 3548.253662
	Iteration 36Q: 3 clusters Score -7091892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7091890.000000 Penalty: 3548.253662
	Iteration 37Q: 3 clusters Score -7091890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7091890.000000 Penalty: 3548.253662
	Iteration 38Q: 3 clusters Score -7091890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7091896.000000 Penalty: 3548.253662
	Iteration 39Q: 3 clusters Score -7091896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7091894.500000 Penalty: 3548.253662
	Iteration 40F: 3 clusters Score -7091894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7091892.000000 Penalty: 3548.253662
	Iteration 41Q: 3 clusters Score -7091892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7091891.500000 Penalty: 3548.253662
	Iteration 42Q: 3 clusters Score -7091892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7091903.000000 Penalty: 3548.253662
	Iteration 43Q: 3 clusters Score -7091903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7091904.500000 Penalty: 3548.253662
	Iteration 44Q: 3 clusters Score -7091904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7091913.500000 Penalty: 3548.253662
	Iteration 45Q: 3 clusters Score -7091914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7091915.500000 Penalty: 3548.253662
	Iteration 46Q: 3 clusters Score -7091916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7091921.500000 Penalty: 3548.253662
	Iteration 47Q: 3 clusters Score -7091922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7091915.500000 Penalty: 3548.253662
	Iteration 48Q: 3 clusters Score -7091916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7091914.500000 Penalty: 3548.253662
	Iteration 49Q: 3 clusters Score -7091914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7091923.000000 Penalty: 3548.253662
	Iteration 50Q: 3 clusters Score -7091923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7091926.500000 Penalty: 3548.253662
	Iteration 51Q: 3 clusters Score -7091926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7091926.500000 Penalty: 3548.253662
	Iteration 52Q: 3 clusters Score -7091926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7091929.500000 Penalty: 3548.253662
	Iteration 53Q: 3 clusters Score -7091930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7091933.000000 Penalty: 3548.253662
	Iteration 54Q: 3 clusters Score -7091933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7091933.000000 Penalty: 3548.253662
	Iteration 55F: 3 clusters Score -7091933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -208060.828125 Penalty: 1201.704956
	Iteration 0F: 2 clusters Score -208060.8 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 837 members 
Entering Unmasked Estep 
Score: -206199.953125 Penalty: 2403.409912
	Iteration 0F: 3 clusters Score -206200 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -206568.328125 Penalty: 2403.409912
	Iteration 1F: 3 clusters Score -206568.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -206654.265625 Penalty: 2403.409912
	Iteration 2F: 3 clusters Score -206654.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -206703.828125 Penalty: 2403.409912
	Iteration 3Q: 3 clusters Score -206703.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -206735.843750 Penalty: 2403.409912
	Iteration 4Q: 3 clusters Score -206735.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -206763.640625 Penalty: 2403.409912
	Iteration 5Q: 3 clusters Score -206763.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206776.796875 Penalty: 2403.409912
	Iteration 6Q: 3 clusters Score -206776.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -206783.906250 Penalty: 2403.409912
	Iteration 7Q: 3 clusters Score -206783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -206787.515625 Penalty: 2403.409912
	Iteration 8Q: 3 clusters Score -206787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -206790.421875 Penalty: 2403.409912
	Iteration 9Q: 3 clusters Score -206790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -206795.031250 Penalty: 2403.409912
	Iteration 10Q: 3 clusters Score -206795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -206799.187500 Penalty: 2403.409912
	Iteration 11Q: 3 clusters Score -206799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -206801.468750 Penalty: 2403.409912
	Iteration 12Q: 3 clusters Score -206801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -206802.421875 Penalty: 2403.409912
	Iteration 13Q: 3 clusters Score -206802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206802.640625 Penalty: 2403.409912
	Iteration 14Q: 3 clusters Score -206802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206802.640625 Penalty: 2403.409912
	Iteration 15F: 3 clusters Score -206802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Entering Unmasked Estep 
Score: -1854375.500000 Penalty: 1557.059326
	Iteration 0F: 2 clusters Score -1854376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1844346.125000 Penalty: 3114.118652
	Iteration 0F: 3 clusters Score -1844346 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1847729.625000 Penalty: 3114.118652
	Iteration 1F: 3 clusters Score -1847730 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1847992.500000 Penalty: 3114.118652
	Iteration 2F: 3 clusters Score -1847992 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1848174.625000 Penalty: 3114.118652
	Iteration 3Q: 3 clusters Score -1848175 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1848321.375000 Penalty: 3114.118652
	Iteration 4Q: 3 clusters Score -1848321 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1848471.000000 Penalty: 3114.118652
	Iteration 5Q: 3 clusters Score -1848471 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1848636.125000 Penalty: 3114.118652
	Iteration 6Q: 3 clusters Score -1848636 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1848815.750000 Penalty: 3114.118652
	Iteration 7Q: 3 clusters Score -1848816 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1848999.750000 Penalty: 3114.118652
	Iteration 8Q: 3 clusters Score -1849000 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1849191.250000 Penalty: 3114.118652
	Iteration 9Q: 3 clusters Score -1849191 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1849423.875000 Penalty: 3114.118652
	Iteration 10Q: 3 clusters Score -1849424 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1849752.500000 Penalty: 3114.118652
	Iteration 11Q: 3 clusters Score -1849752 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1850180.125000 Penalty: 3114.118652
	Iteration 12Q: 3 clusters Score -1850180 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1850612.750000 Penalty: 3114.118652
	Iteration 13Q: 3 clusters Score -1850613 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1850938.125000 Penalty: 3114.118652
	Iteration 14Q: 3 clusters Score -1850938 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1851125.625000 Penalty: 3114.118652
	Iteration 15Q: 3 clusters Score -1851126 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1851215.750000 Penalty: 3114.118652
	Iteration 16Q: 3 clusters Score -1851216 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1851272.625000 Penalty: 3114.118652
	Iteration 17Q: 3 clusters Score -1851273 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1851312.750000 Penalty: 3114.118652
	Iteration 18Q: 3 clusters Score -1851313 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1851343.625000 Penalty: 3114.118652
	Iteration 19Q: 3 clusters Score -1851344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1851366.000000 Penalty: 3114.118652
	Iteration 20F: 3 clusters Score -1851366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7911 members 
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Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7929 members 
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Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7946 members 
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Mstep: Class 1 contains 6533 members 
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Mstep: Class 1 contains 6521 members 
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Mstep: Class 1 contains 6490 members 
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Mstep: Class 1 contains 6459 members 
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	Iteration 28Q: 3 clusters Score -1851484 nChanged 65
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Mstep: Class 1 contains 6428 members 
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	Iteration 29Q: 3 clusters Score -1851493 nChanged 65
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Mstep: Class 1 contains 6389 members 
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Mstep: Class 1 contains 6346 members 
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	Iteration 31Q: 3 clusters Score -1851509 nChanged 77
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Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1851523 nChanged 69
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Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1851534 nChanged 65
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Mstep: Class 1 contains 6217 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6178 members 
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	Iteration 35Q: 3 clusters Score -1851550 nChanged 76
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Mstep: Class 1 contains 6134 members 
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	Iteration 36Q: 3 clusters Score -1851566 nChanged 80
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Mstep: Class 1 contains 6086 members 
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	Iteration 37Q: 3 clusters Score -1851585 nChanged 63
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Mstep: Class 1 contains 6057 members 
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	Iteration 38Q: 3 clusters Score -1851589 nChanged 68
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Mstep: Class 1 contains 6023 members 
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	Iteration 39Q: 3 clusters Score -1851596 nChanged 78
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Mstep: Class 1 contains 5985 members 
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	Iteration 40F: 3 clusters Score -1851607 nChanged 67
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Mstep: Class 1 contains 5942 members 
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	Iteration 41Q: 3 clusters Score -1851621 nChanged 58
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Mstep: Class 1 contains 5906 members 
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Mstep: Class 1 contains 5874 members 
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	Iteration 43Q: 3 clusters Score -1851634 nChanged 71
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Mstep: Class 1 contains 5837 members 
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Mstep: Class 1 contains 5792 members 
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Mstep: Class 1 contains 5727 members 
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	Iteration 46Q: 3 clusters Score -1851676 nChanged 74
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Mstep: Class 1 contains 5665 members 
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Mstep: Class 1 contains 5607 members 
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Mstep: Class 1 contains 5541 members 
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	Iteration 49Q: 3 clusters Score -1851715 nChanged 78
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Mstep: Class 1 contains 5465 members 
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	Iteration 50Q: 3 clusters Score -1851723 nChanged 90
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Mstep: Class 1 contains 5379 members 
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Mstep: Class 1 contains 4979 members 
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Mstep: Class 1 contains 4925 members 
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	Iteration 60F: 3 clusters Score -1851819 nChanged 67
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Mstep: Class 1 contains 4864 members 
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Mstep: Class 1 contains 4797 members 
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	Iteration 63Q: 3 clusters Score -1851857 nChanged 71
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Mstep: Class 1 contains 4675 members 
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Mstep: Class 1 contains 4608 members 
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	Iteration 65Q: 3 clusters Score -1851872 nChanged 78
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Mstep: Class 1 contains 4530 members 
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Mstep: Class 1 contains 4431 members 
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Mstep: Class 1 contains 4329 members 
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	Iteration 68Q: 3 clusters Score -1851933 nChanged 118
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Mstep: Class 1 contains 4211 members 
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	Iteration 69Q: 3 clusters Score -1851960 nChanged 119
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Mstep: Class 1 contains 4094 members 
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	Iteration 70Q: 3 clusters Score -1851996 nChanged 116
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Mstep: Class 1 contains 3980 members 
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	Iteration 71Q: 3 clusters Score -1852016 nChanged 116
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Mstep: Class 1 contains 3536 members 
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Mstep: Class 1 contains 2934 members 
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Mstep: Class 1 contains 2826 members 
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Mstep: Class 1 contains 2712 members 
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Mstep: Class 1 contains 2591 members 
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Mstep: Class 1 contains 2480 members 
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Mstep: Class 1 contains 2372 members 
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Mstep: Class 1 contains 2269 members 
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Mstep: Class 1 contains 2188 members 
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Mstep: Class 1 contains 2094 members 
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Mstep: Class 1 contains 1796 members 
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Mstep: Class 1 contains 1691 members 
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Mstep: Class 1 contains 1604 members 
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Mstep: Class 1 contains 1438 members 
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Mstep: Class 1 contains 1328 members 
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Mstep: Class 1 contains 1176 members 
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	Iteration 100F: 3 clusters Score -1852917 nChanged 42
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	Iteration 102Q: 3 clusters Score -1852942 nChanged 22
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Mstep: Class 1 contains 1077 members 
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Mstep: Class 1 contains 1012 members 
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	Iteration 112Q: 3 clusters Score -1853007 nChanged 12
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	Iteration 113Q: 3 clusters Score -1853016 nChanged 10
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	Iteration 114Q: 3 clusters Score -1853017 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1853019.500000 Penalty: 3114.118652
	Iteration 115Q: 3 clusters Score -1853020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1853023.125000 Penalty: 3114.118652
	Iteration 116Q: 3 clusters Score -1853023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1853024.375000 Penalty: 3114.118652
	Iteration 117Q: 3 clusters Score -1853024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1853030.000000 Penalty: 3114.118652
	Iteration 118Q: 3 clusters Score -1853030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1853028.750000 Penalty: 3114.118652
	Iteration 119Q: 3 clusters Score -1853029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1853027.500000 Penalty: 3114.118652
	Iteration 120F: 3 clusters Score -1853028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 47327 members 
Mstep: Class 5 contains 56476 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31217 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25420 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 81004 members 
Mstep: Class 16 contains 55144 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804096.000000 Penalty: 38530.851562
Iteration 239Q: 19 clusters Score -6.58041e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 47327 members 
Mstep: Class 5 contains 56469 members 
Mstep: Class 6 contains 42947 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31219 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25409 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 81004 members 
Mstep: Class 16 contains 55143 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804096.000000 Penalty: 38530.851562
Iteration 240F: 19 clusters Score -6.58041e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 47326 members 
Mstep: Class 5 contains 56459 members 
Mstep: Class 6 contains 42970 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31220 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25395 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 15 contains 81002 members 
Mstep: Class 16 contains 55143 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804044.000000 Penalty: 38530.851562
Iteration 241Q: 19 clusters Score -6.580404e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 15392 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 47324 members 
Mstep: Class 5 contains 56451 members 
Mstep: Class 6 contains 42992 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31223 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25381 members 
Mstep: Class 14 contains 62685 members 
Mstep: Class 15 contains 81001 members 
Mstep: Class 16 contains 55143 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804044.000000 Penalty: 38530.851562
Iteration 242Q: 19 clusters Score -6.580404e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 15391 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 47321 members 
Mstep: Class 5 contains 56445 members 
Mstep: Class 6 contains 43016 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31225 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25365 members 
Mstep: Class 14 contains 62683 members 
Mstep: Class 15 contains 81002 members 
Mstep: Class 16 contains 55145 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804028.000000 Penalty: 38530.851562
Iteration 243Q: 19 clusters Score -6.580403e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 47320 members 
Mstep: Class 5 contains 56439 members 
Mstep: Class 6 contains 43038 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8308 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 31225 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25346 members 
Mstep: Class 14 contains 62681 members 
Mstep: Class 15 contains 81002 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804016.000000 Penalty: 38530.851562
Iteration 244Q: 19 clusters Score -6.580402e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 47316 members 
Mstep: Class 5 contains 56431 members 
Mstep: Class 6 contains 43051 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8308 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31225 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25332 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 81005 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804108.000000 Penalty: 38530.851562
Iteration 245Q: 19 clusters Score -6.580411e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 15385 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 47311 members 
Mstep: Class 5 contains 56423 members 
Mstep: Class 6 contains 43085 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31227 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25313 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 15 contains 81004 members 
Mstep: Class 16 contains 55144 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804060.000000 Penalty: 38530.851562
Iteration 246Q: 19 clusters Score -6.580406e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 15382 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 47311 members 
Mstep: Class 5 contains 56416 members 
Mstep: Class 6 contains 43110 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8311 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31232 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25293 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 81002 members 
Mstep: Class 16 contains 55146 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803972.000000 Penalty: 38530.851562
Iteration 247Q: 19 clusters Score -6.580397e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 15381 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 47312 members 
Mstep: Class 5 contains 56408 members 
Mstep: Class 6 contains 43136 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31236 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25272 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 81004 members 
Mstep: Class 16 contains 55151 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803960.000000 Penalty: 38530.851562
Iteration 248Q: 19 clusters Score -6.580396e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 15380 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 47314 members 
Mstep: Class 5 contains 56394 members 
Mstep: Class 6 contains 43166 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31237 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25254 members 
Mstep: Class 14 contains 62688 members 
Mstep: Class 15 contains 81003 members 
Mstep: Class 16 contains 55149 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804000.000000 Penalty: 38530.851562
Iteration 249Q: 19 clusters Score -6.5804e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 15379 members 
Mstep: Class 3 contains 3066 members 
Mstep: Class 4 contains 47314 members 
Mstep: Class 5 contains 56391 members 
Mstep: Class 6 contains 43193 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8315 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31241 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25229 members 
Mstep: Class 14 contains 62687 members 
Mstep: Class 15 contains 81001 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804076.000000 Penalty: 38530.851562
Iteration 250Q: 19 clusters Score -6.580408e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 15375 members 
Mstep: Class 3 contains 3070 members 
Mstep: Class 4 contains 47313 members 
Mstep: Class 5 contains 56386 members 
Mstep: Class 6 contains 43220 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8315 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31246 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25214 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 15 contains 81000 members 
Mstep: Class 16 contains 55145 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804140.000000 Penalty: 38530.851562
Iteration 251Q: 19 clusters Score -6.580414e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 15375 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 47313 members 
Mstep: Class 5 contains 56374 members 
Mstep: Class 6 contains 43234 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8315 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31250 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25200 members 
Mstep: Class 14 contains 62685 members 
Mstep: Class 15 contains 81003 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804152.000000 Penalty: 38530.851562
Iteration 252Q: 19 clusters Score -6.580415e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 15374 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 47310 members 
Mstep: Class 5 contains 56366 members 
Mstep: Class 6 contains 43249 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8315 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31251 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25189 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 81003 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804136.000000 Penalty: 38530.851562
Iteration 253Q: 19 clusters Score -6.580414e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 15372 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 47308 members 
Mstep: Class 5 contains 56362 members 
Mstep: Class 6 contains 43270 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8315 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31253 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25175 members 
Mstep: Class 14 contains 62685 members 
Mstep: Class 15 contains 81003 members 
Mstep: Class 16 contains 55145 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804108.000000 Penalty: 38530.851562
Iteration 254Q: 19 clusters Score -6.580411e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 15372 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 47306 members 
Mstep: Class 5 contains 56356 members 
Mstep: Class 6 contains 43295 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8315 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31254 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25161 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 81004 members 
Mstep: Class 16 contains 55147 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804148.000000 Penalty: 38530.851562
Iteration 255Q: 19 clusters Score -6.580415e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 15372 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 4 contains 47303 members 
Mstep: Class 5 contains 56348 members 
Mstep: Class 6 contains 43314 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31254 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25153 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 81004 members 
Mstep: Class 16 contains 55149 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804148.000000 Penalty: 38530.851562
Iteration 256Q: 19 clusters Score -6.580415e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 15372 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47302 members 
Mstep: Class 5 contains 56338 members 
Mstep: Class 6 contains 43335 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8320 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31252 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25137 members 
Mstep: Class 14 contains 62684 members 
Mstep: Class 15 contains 81006 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804056.000000 Penalty: 38530.851562
Iteration 257Q: 19 clusters Score -6.580406e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47303 members 
Mstep: Class 5 contains 56330 members 
Mstep: Class 6 contains 43362 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8322 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31251 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25119 members 
Mstep: Class 14 contains 62683 members 
Mstep: Class 15 contains 81007 members 
Mstep: Class 16 contains 55147 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804080.000000 Penalty: 38530.851562
Iteration 258Q: 19 clusters Score -6.580408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47302 members 
Mstep: Class 5 contains 56325 members 
Mstep: Class 6 contains 43385 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8325 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31250 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25103 members 
Mstep: Class 14 contains 62683 members 
Mstep: Class 15 contains 81009 members 
Mstep: Class 16 contains 55149 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804048.000000 Penalty: 38530.851562
Iteration 259Q: 19 clusters Score -6.580405e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47301 members 
Mstep: Class 5 contains 56319 members 
Mstep: Class 6 contains 43415 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8329 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31249 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25080 members 
Mstep: Class 14 contains 62683 members 
Mstep: Class 15 contains 81012 members 
Mstep: Class 16 contains 55150 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804048.000000 Penalty: 38530.851562
Iteration 260F: 19 clusters Score -6.580405e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47305 members 
Mstep: Class 5 contains 56307 members 
Mstep: Class 6 contains 43445 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8335 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31252 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25055 members 
Mstep: Class 14 contains 62682 members 
Mstep: Class 15 contains 81013 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804048.000000 Penalty: 38530.851562
Iteration 261Q: 19 clusters Score -6.580405e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47307 members 
Mstep: Class 5 contains 56302 members 
Mstep: Class 6 contains 43464 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8339 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31258 members 
Mstep: Class 11 contains 6295 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25034 members 
Mstep: Class 14 contains 62682 members 
Mstep: Class 15 contains 81013 members 
Mstep: Class 16 contains 55150 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804092.000000 Penalty: 38530.851562
Iteration 262Q: 19 clusters Score -6.580409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47307 members 
Mstep: Class 5 contains 56293 members 
Mstep: Class 6 contains 43484 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8345 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31260 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 25021 members 
Mstep: Class 14 contains 62681 members 
Mstep: Class 15 contains 81015 members 
Mstep: Class 16 contains 55151 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803984.000000 Penalty: 38530.851562
Iteration 263Q: 19 clusters Score -6.580398e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 15374 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47310 members 
Mstep: Class 5 contains 56282 members 
Mstep: Class 6 contains 43501 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8348 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31262 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 25012 members 
Mstep: Class 14 contains 62681 members 
Mstep: Class 15 contains 81015 members 
Mstep: Class 16 contains 55152 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803996.000000 Penalty: 38530.851562
Iteration 264Q: 19 clusters Score -6.5804e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 15375 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47309 members 
Mstep: Class 5 contains 56272 members 
Mstep: Class 6 contains 43523 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31265 members 
Mstep: Class 11 contains 6283 members 
Mstep: Class 12 contains 4714 members 
Mstep: Class 13 contains 24998 members 
Mstep: Class 14 contains 62679 members 
Mstep: Class 15 contains 81018 members 
Mstep: Class 16 contains 55156 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804048.000000 Penalty: 38530.851562
Iteration 265Q: 19 clusters Score -6.580405e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 15377 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47306 members 
Mstep: Class 5 contains 56259 members 
Mstep: Class 6 contains 43545 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8354 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31264 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 4714 members 
Mstep: Class 13 contains 24983 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 81021 members 
Mstep: Class 16 contains 55161 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804028.000000 Penalty: 38530.851562
Iteration 266Q: 19 clusters Score -6.580403e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 15379 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47301 members 
Mstep: Class 5 contains 56254 members 
Mstep: Class 6 contains 43568 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8359 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31264 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 12 contains 4715 members 
Mstep: Class 13 contains 24970 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 81021 members 
Mstep: Class 16 contains 55158 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804020.000000 Penalty: 38530.851562
Iteration 267Q: 19 clusters Score -6.580402e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 15382 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47295 members 
Mstep: Class 5 contains 56245 members 
Mstep: Class 6 contains 43600 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8363 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31264 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 4715 members 
Mstep: Class 13 contains 24947 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 81024 members 
Mstep: Class 16 contains 55154 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803976.000000 Penalty: 38530.851562
Iteration 268Q: 19 clusters Score -6.580398e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 4 contains 47290 members 
Mstep: Class 5 contains 56236 members 
Mstep: Class 6 contains 43627 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8364 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31265 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24929 members 
Mstep: Class 14 contains 62677 members 
Mstep: Class 15 contains 81026 members 
Mstep: Class 16 contains 55150 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803972.000000 Penalty: 38530.851562
Iteration 269Q: 19 clusters Score -6.580397e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 47285 members 
Mstep: Class 5 contains 56221 members 
Mstep: Class 6 contains 43654 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8364 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31266 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 4717 members 
Mstep: Class 13 contains 24909 members 
Mstep: Class 14 contains 62676 members 
Mstep: Class 15 contains 81031 members 
Mstep: Class 16 contains 55154 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804000.000000 Penalty: 38530.851562
Iteration 270Q: 19 clusters Score -6.5804e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 47282 members 
Mstep: Class 5 contains 56205 members 
Mstep: Class 6 contains 43684 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8365 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31271 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24890 members 
Mstep: Class 14 contains 62675 members 
Mstep: Class 15 contains 81034 members 
Mstep: Class 16 contains 55156 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803976.000000 Penalty: 38530.851562
Iteration 271Q: 19 clusters Score -6.580398e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 47287 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 43724 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8366 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31276 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 4715 members 
Mstep: Class 13 contains 24863 members 
Mstep: Class 14 contains 62673 members 
Mstep: Class 15 contains 81039 members 
Mstep: Class 16 contains 55159 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803956.000000 Penalty: 38530.851562
Iteration 272Q: 19 clusters Score -6.580396e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 47284 members 
Mstep: Class 5 contains 56166 members 
Mstep: Class 6 contains 43776 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8370 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31283 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24824 members 
Mstep: Class 14 contains 62671 members 
Mstep: Class 15 contains 81039 members 
Mstep: Class 16 contains 55163 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803936.000000 Penalty: 38530.851562
Iteration 273Q: 19 clusters Score -6.580394e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 47284 members 
Mstep: Class 5 contains 56146 members 
Mstep: Class 6 contains 43834 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8373 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31287 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24786 members 
Mstep: Class 14 contains 62670 members 
Mstep: Class 15 contains 81040 members 
Mstep: Class 16 contains 55165 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803984.000000 Penalty: 38530.851562
Iteration 274Q: 19 clusters Score -6.580398e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 15390 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 47283 members 
Mstep: Class 5 contains 56124 members 
Mstep: Class 6 contains 43898 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8375 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31291 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24747 members 
Mstep: Class 14 contains 62671 members 
Mstep: Class 15 contains 81036 members 
Mstep: Class 16 contains 55159 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804036.000000 Penalty: 38530.851562
Iteration 275Q: 19 clusters Score -6.580404e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 47277 members 
Mstep: Class 5 contains 56110 members 
Mstep: Class 6 contains 43959 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8383 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31293 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24702 members 
Mstep: Class 14 contains 62671 members 
Mstep: Class 15 contains 81030 members 
Mstep: Class 16 contains 55157 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 14517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804060.000000 Penalty: 38530.851562
Iteration 276Q: 19 clusters Score -6.580406e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 4 contains 47270 members 
Mstep: Class 5 contains 56090 members 
Mstep: Class 6 contains 44020 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8387 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31291 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24660 members 
Mstep: Class 14 contains 62668 members 
Mstep: Class 15 contains 81032 members 
Mstep: Class 16 contains 55155 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 14522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804024.000000 Penalty: 38530.851562
Iteration 277Q: 19 clusters Score -6.580402e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 3076 members 
Mstep: Class 4 contains 47266 members 
Mstep: Class 5 contains 56078 members 
Mstep: Class 6 contains 44064 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8390 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31292 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24618 members 
Mstep: Class 14 contains 62667 members 
Mstep: Class 15 contains 81032 members 
Mstep: Class 16 contains 55155 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 14530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804000.000000 Penalty: 38530.851562
Iteration 278Q: 19 clusters Score -6.5804e+07 nChanged 111
Entering ConstructFrom: 
Score: -65804000.000000 Penalty: 38530.851562
Entering ConstructFrom: 
Trying to split cluster 1 (68918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Entering Unmasked Estep 
Score: -8648813.000000 Penalty: 1810.359253
	Iteration 0F: 2 clusters Score -8648813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -8603522.000000 Penalty: 3620.718506
	Iteration 0F: 3 clusters Score -8603522 nChanged 32457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -8621850.000000 Penalty: 3620.718506
	Iteration 1F: 3 clusters Score -8621850 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -8622361.000000 Penalty: 3620.718506
	Iteration 2Q: 3 clusters Score -8622361 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -8622912.000000 Penalty: 3620.718506
	Iteration 3Q: 3 clusters Score -8622912 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -8623647.000000 Penalty: 3620.718506
	Iteration 4Q: 3 clusters Score -8623647 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -8624526.000000 Penalty: 3620.718506
	Iteration 5Q: 3 clusters Score -8624526 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -8626038.000000 Penalty: 3620.718506
	Iteration 6Q: 3 clusters Score -8626038 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -8628674.000000 Penalty: 3620.718506
	Iteration 7F: 3 clusters Score -8628674 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8632319.000000 Penalty: 3620.718506
	Iteration 8F: 3 clusters Score -8632319 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -8635745.000000 Penalty: 3620.718506
	Iteration 9F: 3 clusters Score -8635745 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -8637889.000000 Penalty: 3620.718506
	Iteration 10Q: 3 clusters Score -8637889 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -8638930.000000 Penalty: 3620.718506
	Iteration 11Q: 3 clusters Score -8638930 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -8639622.000000 Penalty: 3620.718506
	Iteration 12Q: 3 clusters Score -8639622 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -8640270.000000 Penalty: 3620.718506
	Iteration 13Q: 3 clusters Score -8640270 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -8640957.000000 Penalty: 3620.718506
	Iteration 14Q: 3 clusters Score -8640957 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -8641635.000000 Penalty: 3620.718506
	Iteration 15Q: 3 clusters Score -8641635 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -8642503.000000 Penalty: 3620.718506
	Iteration 16Q: 3 clusters Score -8642503 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -8643315.000000 Penalty: 3620.718506
	Iteration 17Q: 3 clusters Score -8643315 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -8644088.000000 Penalty: 3620.718506
	Iteration 18Q: 3 clusters Score -8644088 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -8644683.000000 Penalty: 3620.718506
	Iteration 19Q: 3 clusters Score -8644683 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -8645219.000000 Penalty: 3620.718506
	Iteration 20F: 3 clusters Score -8645219 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -8645552.000000 Penalty: 3620.718506
	Iteration 21Q: 3 clusters Score -8645552 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -8645779.000000 Penalty: 3620.718506
	Iteration 22Q: 3 clusters Score -8645779 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -8645924.000000 Penalty: 3620.718506
	Iteration 23Q: 3 clusters Score -8645924 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -8646013.000000 Penalty: 3620.718506
	Iteration 24Q: 3 clusters Score -8646013 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -8646081.000000 Penalty: 3620.718506
	Iteration 25Q: 3 clusters Score -8646081 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -8646133.000000 Penalty: 3620.718506
	Iteration 26Q: 3 clusters Score -8646133 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -8646135.000000 Penalty: 3620.718506
	Iteration 27Q: 3 clusters Score -8646135 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -8646158.000000 Penalty: 3620.718506
	Iteration 28Q: 3 clusters Score -8646158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -8646183.000000 Penalty: 3620.718506
	Iteration 29Q: 3 clusters Score -8646183 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -8646202.000000 Penalty: 3620.718506
	Iteration 30Q: 3 clusters Score -8646202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -8646210.000000 Penalty: 3620.718506
	Iteration 31Q: 3 clusters Score -8646210 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -8646219.000000 Penalty: 3620.718506
	Iteration 32Q: 3 clusters Score -8646219 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -8646248.000000 Penalty: 3620.718506
	Iteration 33Q: 3 clusters Score -8646248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -8646254.000000 Penalty: 3620.718506
	Iteration 34Q: 3 clusters Score -8646254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -8646271.000000 Penalty: 3620.718506
	Iteration 35Q: 3 clusters Score -8646271 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -8646275.000000 Penalty: 3620.718506
	Iteration 36Q: 3 clusters Score -8646275 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 61401 members 
Entering Unmasked Estep 
Score: -8646294.000000 Penalty: 3620.718506
	Iteration 37Q: 3 clusters Score -8646294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -8646311.000000 Penalty: 3620.718506
	Iteration 38Q: 3 clusters Score -8646311 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -8646327.000000 Penalty: 3620.718506
	Iteration 39Q: 3 clusters Score -8646327 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -8646334.000000 Penalty: 3620.718506
	Iteration 40F: 3 clusters Score -8646334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -8646361.000000 Penalty: 3620.718506
	Iteration 41Q: 3 clusters Score -8646361 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -8646382.000000 Penalty: 3620.718506
	Iteration 42Q: 3 clusters Score -8646382 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -8646397.000000 Penalty: 3620.718506
	Iteration 43Q: 3 clusters Score -8646397 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -8646422.000000 Penalty: 3620.718506
	Iteration 44Q: 3 clusters Score -8646422 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -8646433.000000 Penalty: 3620.718506
	Iteration 45Q: 3 clusters Score -8646433 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -8646450.000000 Penalty: 3620.718506
	Iteration 46Q: 3 clusters Score -8646450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -8646445.000000 Penalty: 3620.718506
	Iteration 47Q: 3 clusters Score -8646445 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -8646454.000000 Penalty: 3620.718506
	Iteration 48Q: 3 clusters Score -8646454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -8646455.000000 Penalty: 3620.718506
	Iteration 49Q: 3 clusters Score -8646455 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -8646450.000000 Penalty: 3620.718506
	Iteration 50Q: 3 clusters Score -8646450 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -8646478.000000 Penalty: 3620.718506
	Iteration 51Q: 3 clusters Score -8646478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -8646493.000000 Penalty: 3620.718506
	Iteration 52Q: 3 clusters Score -8646493 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -8646495.000000 Penalty: 3620.718506
	Iteration 53Q: 3 clusters Score -8646495 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -8646499.000000 Penalty: 3620.718506
	Iteration 54Q: 3 clusters Score -8646499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -8646530.000000 Penalty: 3620.718506
	Iteration 55Q: 3 clusters Score -8646530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -8646555.000000 Penalty: 3620.718506
	Iteration 56Q: 3 clusters Score -8646555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -8646588.000000 Penalty: 3620.718506
	Iteration 57Q: 3 clusters Score -8646588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -8646587.000000 Penalty: 3620.718506
	Iteration 58Q: 3 clusters Score -8646587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -8646589.000000 Penalty: 3620.718506
	Iteration 59Q: 3 clusters Score -8646589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -8646586.000000 Penalty: 3620.718506
	Iteration 60F: 3 clusters Score -8646586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -8646599.000000 Penalty: 3620.718506
	Iteration 61Q: 3 clusters Score -8646599 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -8646599.000000 Penalty: 3620.718506
	Iteration 62Q: 3 clusters Score -8646599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -8646596.000000 Penalty: 3620.718506
	Iteration 63Q: 3 clusters Score -8646596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -8646614.000000 Penalty: 3620.718506
	Iteration 64Q: 3 clusters Score -8646614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -8646639.000000 Penalty: 3620.718506
	Iteration 65Q: 3 clusters Score -8646639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -8646640.000000 Penalty: 3620.718506
	Iteration 66Q: 3 clusters Score -8646640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -8646649.000000 Penalty: 3620.718506
	Iteration 67Q: 3 clusters Score -8646649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -8646661.000000 Penalty: 3620.718506
	Iteration 68Q: 3 clusters Score -8646661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -8646669.000000 Penalty: 3620.718506
	Iteration 69Q: 3 clusters Score -8646669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -8646681.000000 Penalty: 3620.718506
	Iteration 70Q: 3 clusters Score -8646681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -8646680.000000 Penalty: 3620.718506
	Iteration 71Q: 3 clusters Score -8646680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -8646690.000000 Penalty: 3620.718506
	Iteration 72Q: 3 clusters Score -8646690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -8646709.000000 Penalty: 3620.718506
	Iteration 73Q: 3 clusters Score -8646709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -8646695.000000 Penalty: 3620.718506
	Iteration 74Q: 3 clusters Score -8646695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -8646688.000000 Penalty: 3620.718506
	Iteration 75Q: 3 clusters Score -8646688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -8646690.000000 Penalty: 3620.718506
	Iteration 76Q: 3 clusters Score -8646690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -8646714.000000 Penalty: 3620.718506
	Iteration 77Q: 3 clusters Score -8646714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -8646725.000000 Penalty: 3620.718506
	Iteration 78Q: 3 clusters Score -8646725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -8646734.000000 Penalty: 3620.718506
	Iteration 79Q: 3 clusters Score -8646734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -8646739.000000 Penalty: 3620.718506
	Iteration 80F: 3 clusters Score -8646739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -8646761.000000 Penalty: 3620.718506
	Iteration 81Q: 3 clusters Score -8646761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -8646765.000000 Penalty: 3620.718506
	Iteration 82Q: 3 clusters Score -8646765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -8646773.000000 Penalty: 3620.718506
	Iteration 83Q: 3 clusters Score -8646773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -8646767.000000 Penalty: 3620.718506
	Iteration 84Q: 3 clusters Score -8646767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -8646756.000000 Penalty: 3620.718506
	Iteration 85Q: 3 clusters Score -8646756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -8646760.000000 Penalty: 3620.718506
	Iteration 86Q: 3 clusters Score -8646760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -8646760.000000 Penalty: 3620.718506
	Iteration 87Q: 3 clusters Score -8646760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -8646762.000000 Penalty: 3620.718506
	Iteration 88Q: 3 clusters Score -8646762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -8646769.000000 Penalty: 3620.718506
	Iteration 89Q: 3 clusters Score -8646769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -8646762.000000 Penalty: 3620.718506
	Iteration 90Q: 3 clusters Score -8646762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -8646776.000000 Penalty: 3620.718506
	Iteration 91Q: 3 clusters Score -8646776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -8646781.000000 Penalty: 3620.718506
	Iteration 92Q: 3 clusters Score -8646781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -8646775.000000 Penalty: 3620.718506
	Iteration 93Q: 3 clusters Score -8646775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -8646774.000000 Penalty: 3620.718506
	Iteration 94Q: 3 clusters Score -8646774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -8646768.000000 Penalty: 3620.718506
	Iteration 95Q: 3 clusters Score -8646768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -8646776.000000 Penalty: 3620.718506
	Iteration 96Q: 3 clusters Score -8646776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -8646775.000000 Penalty: 3620.718506
	Iteration 97Q: 3 clusters Score -8646775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -8646780.000000 Penalty: 3620.718506
	Iteration 98Q: 3 clusters Score -8646780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -8646789.000000 Penalty: 3620.718506
	Iteration 99Q: 3 clusters Score -8646789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -8646780.000000 Penalty: 3620.718506
	Iteration 100F: 3 clusters Score -8646780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -8646779.000000 Penalty: 3620.718506
	Iteration 101Q: 3 clusters Score -8646779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -8646782.000000 Penalty: 3620.718506
	Iteration 102Q: 3 clusters Score -8646782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -8646786.000000 Penalty: 3620.718506
	Iteration 103Q: 3 clusters Score -8646786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -8646795.000000 Penalty: 3620.718506
	Iteration 104Q: 3 clusters Score -8646795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -8646797.000000 Penalty: 3620.718506
	Iteration 105Q: 3 clusters Score -8646797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -8646795.000000 Penalty: 3620.718506
	Iteration 106Q: 3 clusters Score -8646795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -8646805.000000 Penalty: 3620.718506
	Iteration 107Q: 3 clusters Score -8646805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -8646802.000000 Penalty: 3620.718506
	Iteration 108Q: 3 clusters Score -8646802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -8646802.000000 Penalty: 3620.718506
	Iteration 109F: 3 clusters Score -8646802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Entering Unmasked Estep 
Score: -1898916.875000 Penalty: 1566.866089
	Iteration 0F: 2 clusters Score -1898917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1888224.750000 Penalty: 3133.732178
	Iteration 0F: 3 clusters Score -1888225 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1891856.125000 Penalty: 3133.732178
	Iteration 1F: 3 clusters Score -1891856 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1892154.750000 Penalty: 3133.732178
	Iteration 2F: 3 clusters Score -1892155 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1892442.375000 Penalty: 3133.732178
	Iteration 3Q: 3 clusters Score -1892442 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1892790.375000 Penalty: 3133.732178
	Iteration 4Q: 3 clusters Score -1892790 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1893280.625000 Penalty: 3133.732178
	Iteration 5F: 3 clusters Score -1893281 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1894008.625000 Penalty: 3133.732178
	Iteration 6F: 3 clusters Score -1894009 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1894919.125000 Penalty: 3133.732178
	Iteration 7F: 3 clusters Score -1894919 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1895918.000000 Penalty: 3133.732178
	Iteration 8F: 3 clusters Score -1895918 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1896789.500000 Penalty: 3133.732178
	Iteration 9F: 3 clusters Score -1896790 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1897362.250000 Penalty: 3133.732178
	Iteration 10Q: 3 clusters Score -1897362 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1897690.125000 Penalty: 3133.732178
	Iteration 11Q: 3 clusters Score -1897690 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1897859.250000 Penalty: 3133.732178
	Iteration 12Q: 3 clusters Score -1897859 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1897947.625000 Penalty: 3133.732178
	Iteration 13Q: 3 clusters Score -1897948 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1897996.625000 Penalty: 3133.732178
	Iteration 14Q: 3 clusters Score -1897997 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1898023.125000 Penalty: 3133.732178
	Iteration 15Q: 3 clusters Score -1898023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1898046.250000 Penalty: 3133.732178
	Iteration 16Q: 3 clusters Score -1898046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1898056.250000 Penalty: 3133.732178
	Iteration 17Q: 3 clusters Score -1898056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1898067.750000 Penalty: 3133.732178
	Iteration 18Q: 3 clusters Score -1898068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1898076.875000 Penalty: 3133.732178
	Iteration 19Q: 3 clusters Score -1898077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1898080.125000 Penalty: 3133.732178
	Iteration 20F: 3 clusters Score -1898080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1898083.500000 Penalty: 3133.732178
	Iteration 21Q: 3 clusters Score -1898084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1898088.125000 Penalty: 3133.732178
	Iteration 22Q: 3 clusters Score -1898088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1898093.625000 Penalty: 3133.732178
	Iteration 23Q: 3 clusters Score -1898094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1898100.125000 Penalty: 3133.732178
	Iteration 24Q: 3 clusters Score -1898100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1898102.250000 Penalty: 3133.732178
	Iteration 25Q: 3 clusters Score -1898102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1898101.250000 Penalty: 3133.732178
	Iteration 26Q: 3 clusters Score -1898101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1898102.625000 Penalty: 3133.732178
	Iteration 27Q: 3 clusters Score -1898103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1898104.500000 Penalty: 3133.732178
	Iteration 28Q: 3 clusters Score -1898104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1898109.875000 Penalty: 3133.732178
	Iteration 29Q: 3 clusters Score -1898110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1898114.125000 Penalty: 3133.732178
	Iteration 30Q: 3 clusters Score -1898114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1898119.875000 Penalty: 3133.732178
	Iteration 31Q: 3 clusters Score -1898120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1898122.000000 Penalty: 3133.732178
	Iteration 32Q: 3 clusters Score -1898122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1898120.125000 Penalty: 3133.732178
	Iteration 33Q: 3 clusters Score -1898120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1898122.125000 Penalty: 3133.732178
	Iteration 34Q: 3 clusters Score -1898122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1898121.000000 Penalty: 3133.732178
	Iteration 35Q: 3 clusters Score -1898121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1898122.500000 Penalty: 3133.732178
	Iteration 36Q: 3 clusters Score -1898122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1898120.750000 Penalty: 3133.732178
	Iteration 37Q: 3 clusters Score -1898121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1898120.625000 Penalty: 3133.732178
	Iteration 38Q: 3 clusters Score -1898121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1898119.750000 Penalty: 3133.732178
	Iteration 39Q: 3 clusters Score -1898120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1898119.750000 Penalty: 3133.732178
	Iteration 40F: 3 clusters Score -1898120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Entering Unmasked Estep 
Score: -364971.812500 Penalty: 1305.152954
	Iteration 0F: 2 clusters Score -364971.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -362222.437500 Penalty: 2610.305908
	Iteration 0F: 3 clusters Score -362222.4 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -362921.156250 Penalty: 2610.305908
	Iteration 1F: 3 clusters Score -362921.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -363075.187500 Penalty: 2610.305908
	Iteration 2F: 3 clusters Score -363075.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -363191.593750 Penalty: 2610.305908
	Iteration 3F: 3 clusters Score -363191.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -363303.500000 Penalty: 2610.305908
	Iteration 4Q: 3 clusters Score -363303.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -363378.781250 Penalty: 2610.305908
	Iteration 5Q: 3 clusters Score -363378.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -363459.375000 Penalty: 2610.305908
	Iteration 6Q: 3 clusters Score -363459.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -363544.187500 Penalty: 2610.305908
	Iteration 7Q: 3 clusters Score -363544.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -363631.093750 Penalty: 2610.305908
	Iteration 8Q: 3 clusters Score -363631.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -363716.437500 Penalty: 2610.305908
	Iteration 9Q: 3 clusters Score -363716.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -363782.687500 Penalty: 2610.305908
	Iteration 10Q: 3 clusters Score -363782.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -363829.531250 Penalty: 2610.305908
	Iteration 11Q: 3 clusters Score -363829.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -363864.718750 Penalty: 2610.305908
	Iteration 12Q: 3 clusters Score -363864.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -363893.375000 Penalty: 2610.305908
	Iteration 13Q: 3 clusters Score -363893.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -363920.312500 Penalty: 2610.305908
	Iteration 14Q: 3 clusters Score -363920.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -363949.000000 Penalty: 2610.305908
	Iteration 15Q: 3 clusters Score -363949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -363971.500000 Penalty: 2610.305908
	Iteration 16Q: 3 clusters Score -363971.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -363988.937500 Penalty: 2610.305908
	Iteration 17Q: 3 clusters Score -363988.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -364001.843750 Penalty: 2610.305908
	Iteration 18Q: 3 clusters Score -364001.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -364013.875000 Penalty: 2610.305908
	Iteration 19Q: 3 clusters Score -364013.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -364022.687500 Penalty: 2610.305908
	Iteration 20F: 3 clusters Score -364022.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -364028.968750 Penalty: 2610.305908
	Iteration 21Q: 3 clusters Score -364029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -364034.468750 Penalty: 2610.305908
	Iteration 22Q: 3 clusters Score -364034.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -364036.375000 Penalty: 2610.305908
	Iteration 23Q: 3 clusters Score -364036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -364038.750000 Penalty: 2610.305908
	Iteration 24Q: 3 clusters Score -364038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -364039.812500 Penalty: 2610.305908
	Iteration 25Q: 3 clusters Score -364039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -364041.656250 Penalty: 2610.305908
	Iteration 26Q: 3 clusters Score -364041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -364042.500000 Penalty: 2610.305908
	Iteration 27Q: 3 clusters Score -364042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -364043.187500 Penalty: 2610.305908
	Iteration 28Q: 3 clusters Score -364043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -364043.750000 Penalty: 2610.305908
	Iteration 29Q: 3 clusters Score -364043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -364044.062500 Penalty: 2610.305908
	Iteration 30Q: 3 clusters Score -364044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -364044.062500 Penalty: 2610.305908
	Iteration 31F: 3 clusters Score -364044.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Entering Unmasked Estep 
Score: -5992514.500000 Penalty: 1749.079834
	Iteration 0F: 2 clusters Score -5992514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5961103.000000 Penalty: 3498.159668
	Iteration 0F: 3 clusters Score -5961103 nChanged 22138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -5973749.500000 Penalty: 3498.159668
	Iteration 1F: 3 clusters Score -5973750 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5974464.500000 Penalty: 3498.159668
	Iteration 2Q: 3 clusters Score -5974464 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -5975296.000000 Penalty: 3498.159668
	Iteration 3Q: 3 clusters Score -5975296 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -5976435.000000 Penalty: 3498.159668
	Iteration 4Q: 3 clusters Score -5976435 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5977901.000000 Penalty: 3498.159668
	Iteration 5F: 3 clusters Score -5977901 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -5980037.000000 Penalty: 3498.159668
	Iteration 6F: 3 clusters Score -5980037 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -5982633.500000 Penalty: 3498.159668
	Iteration 7F: 3 clusters Score -5982634 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -5984987.000000 Penalty: 3498.159668
	Iteration 8F: 3 clusters Score -5984987 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -5986347.000000 Penalty: 3498.159668
	Iteration 9Q: 3 clusters Score -5986347 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5987044.000000 Penalty: 3498.159668
	Iteration 10Q: 3 clusters Score -5987044 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -5987511.500000 Penalty: 3498.159668
	Iteration 11Q: 3 clusters Score -5987512 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -5987907.500000 Penalty: 3498.159668
	Iteration 12Q: 3 clusters Score -5987908 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -5988195.000000 Penalty: 3498.159668
	Iteration 13Q: 3 clusters Score -5988195 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5988547.500000 Penalty: 3498.159668
	Iteration 14Q: 3 clusters Score -5988548 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -5988832.500000 Penalty: 3498.159668
	Iteration 15Q: 3 clusters Score -5988832 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5989052.000000 Penalty: 3498.159668
	Iteration 16Q: 3 clusters Score -5989052 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5989306.500000 Penalty: 3498.159668
	Iteration 17Q: 3 clusters Score -5989306 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5989536.000000 Penalty: 3498.159668
	Iteration 18Q: 3 clusters Score -5989536 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5989742.500000 Penalty: 3498.159668
	Iteration 19Q: 3 clusters Score -5989742 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -5989899.000000 Penalty: 3498.159668
	Iteration 20F: 3 clusters Score -5989899 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5990126.000000 Penalty: 3498.159668
	Iteration 21Q: 3 clusters Score -5990126 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5990293.000000 Penalty: 3498.159668
	Iteration 22Q: 3 clusters Score -5990293 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -5990444.500000 Penalty: 3498.159668
	Iteration 23Q: 3 clusters Score -5990444 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -5990571.000000 Penalty: 3498.159668
	Iteration 24Q: 3 clusters Score -5990571 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5990638.000000 Penalty: 3498.159668
	Iteration 25Q: 3 clusters Score -5990638 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -5990738.000000 Penalty: 3498.159668
	Iteration 26Q: 3 clusters Score -5990738 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -5990792.000000 Penalty: 3498.159668
	Iteration 27Q: 3 clusters Score -5990792 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5990864.500000 Penalty: 3498.159668
	Iteration 28Q: 3 clusters Score -5990864 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -5990897.000000 Penalty: 3498.159668
	Iteration 29Q: 3 clusters Score -5990897 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5990946.000000 Penalty: 3498.159668
	Iteration 30Q: 3 clusters Score -5990946 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -5990983.000000 Penalty: 3498.159668
	Iteration 31Q: 3 clusters Score -5990983 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -5991048.500000 Penalty: 3498.159668
	Iteration 32Q: 3 clusters Score -5991048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5991083.500000 Penalty: 3498.159668
	Iteration 33Q: 3 clusters Score -5991084 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5991123.000000 Penalty: 3498.159668
	Iteration 34Q: 3 clusters Score -5991123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5991148.500000 Penalty: 3498.159668
	Iteration 35Q: 3 clusters Score -5991148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -5991184.000000 Penalty: 3498.159668
	Iteration 36Q: 3 clusters Score -5991184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -5991218.500000 Penalty: 3498.159668
	Iteration 37Q: 3 clusters Score -5991218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -5991244.500000 Penalty: 3498.159668
	Iteration 38Q: 3 clusters Score -5991244 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -5991263.000000 Penalty: 3498.159668
	Iteration 39Q: 3 clusters Score -5991263 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -5991270.500000 Penalty: 3498.159668
	Iteration 40F: 3 clusters Score -5991270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -5991280.000000 Penalty: 3498.159668
	Iteration 41Q: 3 clusters Score -5991280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5991302.500000 Penalty: 3498.159668
	Iteration 42Q: 3 clusters Score -5991302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -5991316.500000 Penalty: 3498.159668
	Iteration 43Q: 3 clusters Score -5991316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -5991324.500000 Penalty: 3498.159668
	Iteration 44Q: 3 clusters Score -5991324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -5991333.500000 Penalty: 3498.159668
	Iteration 45Q: 3 clusters Score -5991334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -5991340.000000 Penalty: 3498.159668
	Iteration 46Q: 3 clusters Score -5991340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -5991339.500000 Penalty: 3498.159668
	Iteration 47Q: 3 clusters Score -5991340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -5991345.000000 Penalty: 3498.159668
	Iteration 48Q: 3 clusters Score -5991345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -5991351.000000 Penalty: 3498.159668
	Iteration 49Q: 3 clusters Score -5991351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -5991350.000000 Penalty: 3498.159668
	Iteration 50Q: 3 clusters Score -5991350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5991351.000000 Penalty: 3498.159668
	Iteration 51Q: 3 clusters Score -5991351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -5991364.500000 Penalty: 3498.159668
	Iteration 52Q: 3 clusters Score -5991364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -5991357.500000 Penalty: 3498.159668
	Iteration 53Q: 3 clusters Score -5991358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -5991357.500000 Penalty: 3498.159668
	Iteration 54Q: 3 clusters Score -5991358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -5991365.500000 Penalty: 3498.159668
	Iteration 55Q: 3 clusters Score -5991366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -5991371.000000 Penalty: 3498.159668
	Iteration 56Q: 3 clusters Score -5991371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -5991366.500000 Penalty: 3498.159668
	Iteration 57Q: 3 clusters Score -5991366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -5991367.000000 Penalty: 3498.159668
	Iteration 58Q: 3 clusters Score -5991367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5991360.500000 Penalty: 3498.159668
	Iteration 59Q: 3 clusters Score -5991360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -5991360.500000 Penalty: 3498.159668
	Iteration 60F: 3 clusters Score -5991360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -5991363.500000 Penalty: 3498.159668
	Iteration 61Q: 3 clusters Score -5991364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -5991363.500000 Penalty: 3498.159668
	Iteration 62Q: 3 clusters Score -5991364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5991372.000000 Penalty: 3498.159668
	Iteration 63Q: 3 clusters Score -5991372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -5991370.000000 Penalty: 3498.159668
	Iteration 64Q: 3 clusters Score -5991370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -5991376.500000 Penalty: 3498.159668
	Iteration 65Q: 3 clusters Score -5991376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -5991377.000000 Penalty: 3498.159668
	Iteration 66Q: 3 clusters Score -5991377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -5991379.000000 Penalty: 3498.159668
	Iteration 67Q: 3 clusters Score -5991379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -5991379.500000 Penalty: 3498.159668
	Iteration 68Q: 3 clusters Score -5991380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -5991378.000000 Penalty: 3498.159668
	Iteration 69Q: 3 clusters Score -5991378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -5991375.500000 Penalty: 3498.159668
	Iteration 70Q: 3 clusters Score -5991376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -5991379.500000 Penalty: 3498.159668
	Iteration 71Q: 3 clusters Score -5991380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -5991386.000000 Penalty: 3498.159668
	Iteration 72Q: 3 clusters Score -5991386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -5991382.000000 Penalty: 3498.159668
	Iteration 73Q: 3 clusters Score -5991382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -5991380.000000 Penalty: 3498.159668
	Iteration 74Q: 3 clusters Score -5991380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -5991380.500000 Penalty: 3498.159668
	Iteration 75Q: 3 clusters Score -5991380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5991379.000000 Penalty: 3498.159668
	Iteration 76Q: 3 clusters Score -5991379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5991379.000000 Penalty: 3498.159668
	Iteration 77F: 3 clusters Score -5991379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Entering Unmasked Estep 
Score: -7238803.500000 Penalty: 1776.824097
	Iteration 0F: 2 clusters Score -7238804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -7202402.500000 Penalty: 3553.648193
	Iteration 0F: 3 clusters Score -7202402 nChanged 26430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -7217290.000000 Penalty: 3553.648193
	Iteration 1F: 3 clusters Score -7217290 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -7217861.000000 Penalty: 3553.648193
	Iteration 2Q: 3 clusters Score -7217861 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -7218624.000000 Penalty: 3553.648193
	Iteration 3Q: 3 clusters Score -7218624 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -7220010.000000 Penalty: 3553.648193
	Iteration 4F: 3 clusters Score -7220010 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7222488.000000 Penalty: 3553.648193
	Iteration 5F: 3 clusters Score -7222488 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -7226374.500000 Penalty: 3553.648193
	Iteration 6F: 3 clusters Score -7226374 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -7230885.000000 Penalty: 3553.648193
	Iteration 7F: 3 clusters Score -7230885 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -7234447.000000 Penalty: 3553.648193
	Iteration 8F: 3 clusters Score -7234447 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -7236205.500000 Penalty: 3553.648193
	Iteration 9Q: 3 clusters Score -7236206 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -7236834.000000 Penalty: 3553.648193
	Iteration 10Q: 3 clusters Score -7236834 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -7237050.500000 Penalty: 3553.648193
	Iteration 11Q: 3 clusters Score -7237050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -7237120.000000 Penalty: 3553.648193
	Iteration 12Q: 3 clusters Score -7237120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -7237179.500000 Penalty: 3553.648193
	Iteration 13Q: 3 clusters Score -7237180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -7237179.000000 Penalty: 3553.648193
	Iteration 14Q: 3 clusters Score -7237179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -7237185.000000 Penalty: 3553.648193
	Iteration 15Q: 3 clusters Score -7237185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -7237193.500000 Penalty: 3553.648193
	Iteration 16Q: 3 clusters Score -7237194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -7237198.000000 Penalty: 3553.648193
	Iteration 17Q: 3 clusters Score -7237198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -7237207.500000 Penalty: 3553.648193
	Iteration 18Q: 3 clusters Score -7237208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -7237214.500000 Penalty: 3553.648193
	Iteration 19Q: 3 clusters Score -7237214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -7237227.500000 Penalty: 3553.648193
	Iteration 20F: 3 clusters Score -7237228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -7237234.500000 Penalty: 3553.648193
	Iteration 21Q: 3 clusters Score -7237234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -7237232.500000 Penalty: 3553.648193
	Iteration 22Q: 3 clusters Score -7237232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7237236.500000 Penalty: 3553.648193
	Iteration 23Q: 3 clusters Score -7237236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7237246.500000 Penalty: 3553.648193
	Iteration 24Q: 3 clusters Score -7237246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7237243.500000 Penalty: 3553.648193
	Iteration 25Q: 3 clusters Score -7237244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7237246.000000 Penalty: 3553.648193
	Iteration 26Q: 3 clusters Score -7237246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7237246.500000 Penalty: 3553.648193
	Iteration 27Q: 3 clusters Score -7237246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -7237245.500000 Penalty: 3553.648193
	Iteration 28Q: 3 clusters Score -7237246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -7237245.500000 Penalty: 3553.648193
	Iteration 29F: 3 clusters Score -7237246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Entering Unmasked Estep 
Score: -5665060.500000 Penalty: 1737.894653
	Iteration 0F: 2 clusters Score -5665060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -5635626.000000 Penalty: 3475.789307
	Iteration 0F: 3 clusters Score -5635626 nChanged 20669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5647073.000000 Penalty: 3475.789307
	Iteration 1F: 3 clusters Score -5647073 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -5647536.000000 Penalty: 3475.789307
	Iteration 2Q: 3 clusters Score -5647536 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5648052.500000 Penalty: 3475.789307
	Iteration 3Q: 3 clusters Score -5648052 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -5648685.000000 Penalty: 3475.789307
	Iteration 4Q: 3 clusters Score -5648685 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -5649559.000000 Penalty: 3475.789307
	Iteration 5Q: 3 clusters Score -5649559 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -5651051.000000 Penalty: 3475.789307
	Iteration 6F: 3 clusters Score -5651051 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -5653263.500000 Penalty: 3475.789307
	Iteration 7F: 3 clusters Score -5653264 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -5656304.000000 Penalty: 3475.789307
	Iteration 8F: 3 clusters Score -5656304 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -5659282.000000 Penalty: 3475.789307
	Iteration 9F: 3 clusters Score -5659282 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -5661387.500000 Penalty: 3475.789307
	Iteration 10F: 3 clusters Score -5661388 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -5662499.500000 Penalty: 3475.789307
	Iteration 11Q: 3 clusters Score -5662500 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -5663031.000000 Penalty: 3475.789307
	Iteration 12Q: 3 clusters Score -5663031 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5663261.000000 Penalty: 3475.789307
	Iteration 13Q: 3 clusters Score -5663261 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5663374.500000 Penalty: 3475.789307
	Iteration 14Q: 3 clusters Score -5663374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -5663446.000000 Penalty: 3475.789307
	Iteration 15Q: 3 clusters Score -5663446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5663473.500000 Penalty: 3475.789307
	Iteration 16Q: 3 clusters Score -5663474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -5663491.000000 Penalty: 3475.789307
	Iteration 17Q: 3 clusters Score -5663491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5663512.000000 Penalty: 3475.789307
	Iteration 18Q: 3 clusters Score -5663512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -5663532.500000 Penalty: 3475.789307
	Iteration 19Q: 3 clusters Score -5663532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -5663546.000000 Penalty: 3475.789307
	Iteration 20F: 3 clusters Score -5663546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -5663552.500000 Penalty: 3475.789307
	Iteration 21Q: 3 clusters Score -5663552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -5663554.500000 Penalty: 3475.789307
	Iteration 22Q: 3 clusters Score -5663554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5663558.000000 Penalty: 3475.789307
	Iteration 23Q: 3 clusters Score -5663558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5663558.000000 Penalty: 3475.789307
	Iteration 24F: 3 clusters Score -5663558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -14519.591797 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -14519.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13993.547852 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -13993.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14141.336914 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -14141.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14163.095703 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -14163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14227.235352 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -14227.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14263.204102 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -14263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14287.866211 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -14287.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14293.096680 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -14293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14293.096680 Penalty: 1687.711060
	Iteration 7F: 3 clusters Score -14293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Entering Unmasked Estep 
Score: -1082410.750000 Penalty: 1468.309082
	Iteration 0F: 2 clusters Score -1082411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1076273.125000 Penalty: 2936.618164
	Iteration 0F: 3 clusters Score -1076273 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1078209.500000 Penalty: 2936.618164
	Iteration 1F: 3 clusters Score -1078210 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1078500.000000 Penalty: 2936.618164
	Iteration 2F: 3 clusters Score -1078500 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1078782.250000 Penalty: 2936.618164
	Iteration 3F: 3 clusters Score -1078782 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1079090.750000 Penalty: 2936.618164
	Iteration 4F: 3 clusters Score -1079091 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1079400.500000 Penalty: 2936.618164
	Iteration 5F: 3 clusters Score -1079400 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1079685.625000 Penalty: 2936.618164
	Iteration 6Q: 3 clusters Score -1079686 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1079977.625000 Penalty: 2936.618164
	Iteration 7F: 3 clusters Score -1079978 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1080251.375000 Penalty: 2936.618164
	Iteration 8Q: 3 clusters Score -1080251 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1080471.250000 Penalty: 2936.618164
	Iteration 9Q: 3 clusters Score -1080471 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1080630.625000 Penalty: 2936.618164
	Iteration 10Q: 3 clusters Score -1080631 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1080732.625000 Penalty: 2936.618164
	Iteration 11Q: 3 clusters Score -1080733 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1080812.250000 Penalty: 2936.618164
	Iteration 12Q: 3 clusters Score -1080812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1080868.500000 Penalty: 2936.618164
	Iteration 13Q: 3 clusters Score -1080868 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1080898.750000 Penalty: 2936.618164
	Iteration 14Q: 3 clusters Score -1080899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1080918.000000 Penalty: 2936.618164
	Iteration 15Q: 3 clusters Score -1080918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1080930.750000 Penalty: 2936.618164
	Iteration 16Q: 3 clusters Score -1080931 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1080952.500000 Penalty: 2936.618164
	Iteration 17Q: 3 clusters Score -1080952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1080963.750000 Penalty: 2936.618164
	Iteration 18Q: 3 clusters Score -1080964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1080974.875000 Penalty: 2936.618164
	Iteration 19Q: 3 clusters Score -1080975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1080984.250000 Penalty: 2936.618164
	Iteration 20F: 3 clusters Score -1080984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1080989.750000 Penalty: 2936.618164
	Iteration 21Q: 3 clusters Score -1080990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1080999.625000 Penalty: 2936.618164
	Iteration 22Q: 3 clusters Score -1081000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1081010.375000 Penalty: 2936.618164
	Iteration 23Q: 3 clusters Score -1081010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1081020.500000 Penalty: 2936.618164
	Iteration 24Q: 3 clusters Score -1081020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1081026.250000 Penalty: 2936.618164
	Iteration 25Q: 3 clusters Score -1081026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1081031.750000 Penalty: 2936.618164
	Iteration 26Q: 3 clusters Score -1081032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1081037.625000 Penalty: 2936.618164
	Iteration 27Q: 3 clusters Score -1081038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1081044.000000 Penalty: 2936.618164
	Iteration 28Q: 3 clusters Score -1081044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1081046.375000 Penalty: 2936.618164
	Iteration 29Q: 3 clusters Score -1081046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1081049.250000 Penalty: 2936.618164
	Iteration 30Q: 3 clusters Score -1081049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1081051.375000 Penalty: 2936.618164
	Iteration 31Q: 3 clusters Score -1081051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1081054.000000 Penalty: 2936.618164
	Iteration 32Q: 3 clusters Score -1081054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1081060.000000 Penalty: 2936.618164
	Iteration 33Q: 3 clusters Score -1081060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1081059.875000 Penalty: 2936.618164
	Iteration 34Q: 3 clusters Score -1081060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1081061.875000 Penalty: 2936.618164
	Iteration 35Q: 3 clusters Score -1081062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1081061.125000 Penalty: 2936.618164
	Iteration 36Q: 3 clusters Score -1081061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1081060.125000 Penalty: 2936.618164
	Iteration 37Q: 3 clusters Score -1081060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1081060.125000 Penalty: 2936.618164
	Iteration 38F: 3 clusters Score -1081060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -73081.726562 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -73081.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71945.421875 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -71945.42 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72282.867188 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -72282.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72428.257812 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -72428.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72542.476562 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -72542.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72620.632812 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -72620.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -72693.421875 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -72693.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -72778.789062 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -72778.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72812.734375 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -72812.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72833.312500 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -72833.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -72842.070312 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -72842.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72845.320312 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -72845.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72851.304688 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -72851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -72861.421875 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -72861.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72884.789062 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -72884.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72906.515625 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -72906.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72927.296875 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -72927.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72943.328125 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -72943.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72948.101562 Penalty: 2100.991211
	Iteration 17Q: 3 clusters Score -72948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72953.156250 Penalty: 2100.991211
	Iteration 18Q: 3 clusters Score -72953.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72953.937500 Penalty: 2100.991211
	Iteration 19Q: 3 clusters Score -72953.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72953.937500 Penalty: 2100.991211
	Iteration 20F: 3 clusters Score -72953.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Entering Unmasked Estep 
Score: -3977274.500000 Penalty: 1682.041016
	Iteration 0F: 2 clusters Score -3977274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3956247.500000 Penalty: 3364.082031
	Iteration 0F: 3 clusters Score -3956248 nChanged 14483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3964374.750000 Penalty: 3364.082031
	Iteration 1F: 3 clusters Score -3964375 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3964951.250000 Penalty: 3364.082031
	Iteration 2Q: 3 clusters Score -3964951 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3965729.500000 Penalty: 3364.082031
	Iteration 3F: 3 clusters Score -3965730 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3966870.500000 Penalty: 3364.082031
	Iteration 4F: 3 clusters Score -3966870 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3968434.500000 Penalty: 3364.082031
	Iteration 5F: 3 clusters Score -3968434 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3970416.750000 Penalty: 3364.082031
	Iteration 6F: 3 clusters Score -3970417 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3972456.000000 Penalty: 3364.082031
	Iteration 7F: 3 clusters Score -3972456 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3974059.000000 Penalty: 3364.082031
	Iteration 8F: 3 clusters Score -3974059 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3974900.750000 Penalty: 3364.082031
	Iteration 9Q: 3 clusters Score -3974901 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3975320.750000 Penalty: 3364.082031
	Iteration 10Q: 3 clusters Score -3975321 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3975580.250000 Penalty: 3364.082031
	Iteration 11Q: 3 clusters Score -3975580 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3975706.500000 Penalty: 3364.082031
	Iteration 12Q: 3 clusters Score -3975706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -3975764.750000 Penalty: 3364.082031
	Iteration 13Q: 3 clusters Score -3975765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -3975796.750000 Penalty: 3364.082031
	Iteration 14Q: 3 clusters Score -3975797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -3975812.000000 Penalty: 3364.082031
	Iteration 15Q: 3 clusters Score -3975812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3975824.500000 Penalty: 3364.082031
	Iteration 16Q: 3 clusters Score -3975824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -3975825.500000 Penalty: 3364.082031
	Iteration 17Q: 3 clusters Score -3975826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3975830.750000 Penalty: 3364.082031
	Iteration 18Q: 3 clusters Score -3975831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -3975836.250000 Penalty: 3364.082031
	Iteration 19Q: 3 clusters Score -3975836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -3975840.500000 Penalty: 3364.082031
	Iteration 20F: 3 clusters Score -3975840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3975845.500000 Penalty: 3364.082031
	Iteration 21Q: 3 clusters Score -3975846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -3975846.750000 Penalty: 3364.082031
	Iteration 22Q: 3 clusters Score -3975847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -3975848.000000 Penalty: 3364.082031
	Iteration 23Q: 3 clusters Score -3975848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -3975848.000000 Penalty: 3364.082031
	Iteration 24F: 3 clusters Score -3975848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Entering Unmasked Estep 
Score: -789782.250000 Penalty: 1420.590454
	Iteration 0F: 2 clusters Score -789782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -784953.875000 Penalty: 2841.180908
	Iteration 0F: 3 clusters Score -784953.9 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -786403.062500 Penalty: 2841.180908
	Iteration 1F: 3 clusters Score -786403.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -786661.125000 Penalty: 2841.180908
	Iteration 2F: 3 clusters Score -786661.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -786896.062500 Penalty: 2841.180908
	Iteration 3F: 3 clusters Score -786896.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -787175.625000 Penalty: 2841.180908
	Iteration 4F: 3 clusters Score -787175.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -787507.312500 Penalty: 2841.180908
	Iteration 5F: 3 clusters Score -787507.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -787817.000000 Penalty: 2841.180908
	Iteration 6F: 3 clusters Score -787817 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -788134.000000 Penalty: 2841.180908
	Iteration 7F: 3 clusters Score -788134 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -788411.687500 Penalty: 2841.180908
	Iteration 8Q: 3 clusters Score -788411.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -788619.812500 Penalty: 2841.180908
	Iteration 9Q: 3 clusters Score -788619.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -788804.000000 Penalty: 2841.180908
	Iteration 10Q: 3 clusters Score -788804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -788912.875000 Penalty: 2841.180908
	Iteration 11Q: 3 clusters Score -788912.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -788997.750000 Penalty: 2841.180908
	Iteration 12Q: 3 clusters Score -788997.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -789061.937500 Penalty: 2841.180908
	Iteration 13Q: 3 clusters Score -789061.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -789099.000000 Penalty: 2841.180908
	Iteration 14Q: 3 clusters Score -789099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -789125.500000 Penalty: 2841.180908
	Iteration 15Q: 3 clusters Score -789125.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -789145.250000 Penalty: 2841.180908
	Iteration 16Q: 3 clusters Score -789145.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -789155.187500 Penalty: 2841.180908
	Iteration 17Q: 3 clusters Score -789155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -789159.500000 Penalty: 2841.180908
	Iteration 18Q: 3 clusters Score -789159.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -789163.312500 Penalty: 2841.180908
	Iteration 19Q: 3 clusters Score -789163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -789164.937500 Penalty: 2841.180908
	Iteration 20F: 3 clusters Score -789164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -789166.625000 Penalty: 2841.180908
	Iteration 21Q: 3 clusters Score -789166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -789166.625000 Penalty: 2841.180908
	Iteration 22F: 3 clusters Score -789166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Entering Unmasked Estep 
Score: -610893.500000 Penalty: 1374.541382
	Iteration 0F: 2 clusters Score -610893.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -607105.250000 Penalty: 2749.082764
	Iteration 0F: 3 clusters Score -607105.2 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -608097.687500 Penalty: 2749.082764
	Iteration 1F: 3 clusters Score -608097.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -608277.312500 Penalty: 2749.082764
	Iteration 2F: 3 clusters Score -608277.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -608407.375000 Penalty: 2749.082764
	Iteration 3F: 3 clusters Score -608407.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -608490.687500 Penalty: 2749.082764
	Iteration 4Q: 3 clusters Score -608490.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -608549.187500 Penalty: 2749.082764
	Iteration 5Q: 3 clusters Score -608549.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -608590.375000 Penalty: 2749.082764
	Iteration 6Q: 3 clusters Score -608590.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -608624.812500 Penalty: 2749.082764
	Iteration 7Q: 3 clusters Score -608624.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -608654.062500 Penalty: 2749.082764
	Iteration 8Q: 3 clusters Score -608654.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -608676.625000 Penalty: 2749.082764
	Iteration 9Q: 3 clusters Score -608676.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -608697.625000 Penalty: 2749.082764
	Iteration 10Q: 3 clusters Score -608697.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -608720.750000 Penalty: 2749.082764
	Iteration 11Q: 3 clusters Score -608720.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -608753.937500 Penalty: 2749.082764
	Iteration 12Q: 3 clusters Score -608753.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -608787.687500 Penalty: 2749.082764
	Iteration 13Q: 3 clusters Score -608787.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -608833.687500 Penalty: 2749.082764
	Iteration 14Q: 3 clusters Score -608833.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -608868.625000 Penalty: 2749.082764
	Iteration 15Q: 3 clusters Score -608868.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -608907.187500 Penalty: 2749.082764
	Iteration 16Q: 3 clusters Score -608907.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -608954.437500 Penalty: 2749.082764
	Iteration 17Q: 3 clusters Score -608954.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -609008.000000 Penalty: 2749.082764
	Iteration 18Q: 3 clusters Score -609008 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -609072.625000 Penalty: 2749.082764
	Iteration 19Q: 3 clusters Score -609072.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -609128.062500 Penalty: 2749.082764
	Iteration 20F: 3 clusters Score -609128.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -609176.437500 Penalty: 2749.082764
	Iteration 21Q: 3 clusters Score -609176.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -609218.500000 Penalty: 2749.082764
	Iteration 22Q: 3 clusters Score -609218.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -609258.812500 Penalty: 2749.082764
	Iteration 23Q: 3 clusters Score -609258.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -609299.125000 Penalty: 2749.082764
	Iteration 24Q: 3 clusters Score -609299.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -609334.375000 Penalty: 2749.082764
	Iteration 25Q: 3 clusters Score -609334.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -609352.625000 Penalty: 2749.082764
	Iteration 26Q: 3 clusters Score -609352.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -609369.062500 Penalty: 2749.082764
	Iteration 27Q: 3 clusters Score -609369.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -609386.562500 Penalty: 2749.082764
	Iteration 28Q: 3 clusters Score -609386.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -609400.812500 Penalty: 2749.082764
	Iteration 29Q: 3 clusters Score -609400.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -609412.375000 Penalty: 2749.082764
	Iteration 30Q: 3 clusters Score -609412.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -609422.437500 Penalty: 2749.082764
	Iteration 31Q: 3 clusters Score -609422.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -609442.312500 Penalty: 2749.082764
	Iteration 32Q: 3 clusters Score -609442.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -609456.187500 Penalty: 2749.082764
	Iteration 33Q: 3 clusters Score -609456.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -609469.500000 Penalty: 2749.082764
	Iteration 34Q: 3 clusters Score -609469.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -609481.750000 Penalty: 2749.082764
	Iteration 35Q: 3 clusters Score -609481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -609491.375000 Penalty: 2749.082764
	Iteration 36Q: 3 clusters Score -609491.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -609502.125000 Penalty: 2749.082764
	Iteration 37Q: 3 clusters Score -609502.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -609511.437500 Penalty: 2749.082764
	Iteration 38Q: 3 clusters Score -609511.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -609521.875000 Penalty: 2749.082764
	Iteration 39Q: 3 clusters Score -609521.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -609529.375000 Penalty: 2749.082764
	Iteration 40F: 3 clusters Score -609529.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -609532.625000 Penalty: 2749.082764
	Iteration 41Q: 3 clusters Score -609532.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -609535.250000 Penalty: 2749.082764
	Iteration 42Q: 3 clusters Score -609535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -609539.312500 Penalty: 2749.082764
	Iteration 43Q: 3 clusters Score -609539.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -609540.437500 Penalty: 2749.082764
	Iteration 44Q: 3 clusters Score -609540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -609544.000000 Penalty: 2749.082764
	Iteration 45Q: 3 clusters Score -609544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -609546.562500 Penalty: 2749.082764
	Iteration 46Q: 3 clusters Score -609546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -609547.062500 Penalty: 2749.082764
	Iteration 47Q: 3 clusters Score -609547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -609548.750000 Penalty: 2749.082764
	Iteration 48Q: 3 clusters Score -609548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -609549.937500 Penalty: 2749.082764
	Iteration 49Q: 3 clusters Score -609549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -609550.375000 Penalty: 2749.082764
	Iteration 50Q: 3 clusters Score -609550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -609553.875000 Penalty: 2749.082764
	Iteration 51Q: 3 clusters Score -609553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -609554.812500 Penalty: 2749.082764
	Iteration 52Q: 3 clusters Score -609554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -609557.250000 Penalty: 2749.082764
	Iteration 53Q: 3 clusters Score -609557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -609559.937500 Penalty: 2749.082764
	Iteration 54Q: 3 clusters Score -609559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -609561.437500 Penalty: 2749.082764
	Iteration 55Q: 3 clusters Score -609561.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -609562.375000 Penalty: 2749.082764
	Iteration 56Q: 3 clusters Score -609562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -609563.812500 Penalty: 2749.082764
	Iteration 57Q: 3 clusters Score -609563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -609565.250000 Penalty: 2749.082764
	Iteration 58Q: 3 clusters Score -609565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -609567.250000 Penalty: 2749.082764
	Iteration 59Q: 3 clusters Score -609567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -609567.625000 Penalty: 2749.082764
	Iteration 60F: 3 clusters Score -609567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -609567.125000 Penalty: 2749.082764
	Iteration 61Q: 3 clusters Score -609567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -609568.875000 Penalty: 2749.082764
	Iteration 62Q: 3 clusters Score -609568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -609568.937500 Penalty: 2749.082764
	Iteration 63Q: 3 clusters Score -609568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -609569.250000 Penalty: 2749.082764
	Iteration 64Q: 3 clusters Score -609569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -609568.562500 Penalty: 2749.082764
	Iteration 65Q: 3 clusters Score -609568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -609569.687500 Penalty: 2749.082764
	Iteration 66Q: 3 clusters Score -609569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -609571.000000 Penalty: 2749.082764
	Iteration 67Q: 3 clusters Score -609571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -609571.000000 Penalty: 2749.082764
	Iteration 68F: 3 clusters Score -609571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Entering Unmasked Estep 
Score: -3156222.000000 Penalty: 1642.751587
	Iteration 0F: 2 clusters Score -3156222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3139591.750000 Penalty: 3285.503174
	Iteration 0F: 3 clusters Score -3139592 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3145682.250000 Penalty: 3285.503174
	Iteration 1F: 3 clusters Score -3145682 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3146091.250000 Penalty: 3285.503174
	Iteration 2Q: 3 clusters Score -3146091 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3146568.000000 Penalty: 3285.503174
	Iteration 3Q: 3 clusters Score -3146568 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3147169.500000 Penalty: 3285.503174
	Iteration 4F: 3 clusters Score -3147170 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3148046.750000 Penalty: 3285.503174
	Iteration 5F: 3 clusters Score -3148047 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3149239.750000 Penalty: 3285.503174
	Iteration 6F: 3 clusters Score -3149240 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3150735.250000 Penalty: 3285.503174
	Iteration 7F: 3 clusters Score -3150735 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3152001.000000 Penalty: 3285.503174
	Iteration 8F: 3 clusters Score -3152001 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3152838.250000 Penalty: 3285.503174
	Iteration 9Q: 3 clusters Score -3152838 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3153383.000000 Penalty: 3285.503174
	Iteration 10Q: 3 clusters Score -3153383 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3153727.000000 Penalty: 3285.503174
	Iteration 11Q: 3 clusters Score -3153727 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3153950.750000 Penalty: 3285.503174
	Iteration 12Q: 3 clusters Score -3153951 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3154144.750000 Penalty: 3285.503174
	Iteration 13Q: 3 clusters Score -3154145 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3154287.250000 Penalty: 3285.503174
	Iteration 14Q: 3 clusters Score -3154287 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3154415.750000 Penalty: 3285.503174
	Iteration 15Q: 3 clusters Score -3154416 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3154514.000000 Penalty: 3285.503174
	Iteration 16Q: 3 clusters Score -3154514 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3154608.500000 Penalty: 3285.503174
	Iteration 17Q: 3 clusters Score -3154608 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3154685.000000 Penalty: 3285.503174
	Iteration 18Q: 3 clusters Score -3154685 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3154727.250000 Penalty: 3285.503174
	Iteration 19Q: 3 clusters Score -3154727 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3154768.750000 Penalty: 3285.503174
	Iteration 20F: 3 clusters Score -3154769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3154781.000000 Penalty: 3285.503174
	Iteration 21Q: 3 clusters Score -3154781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3154805.750000 Penalty: 3285.503174
	Iteration 22Q: 3 clusters Score -3154806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3154817.250000 Penalty: 3285.503174
	Iteration 23Q: 3 clusters Score -3154817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3154823.000000 Penalty: 3285.503174
	Iteration 24Q: 3 clusters Score -3154823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3154836.250000 Penalty: 3285.503174
	Iteration 25Q: 3 clusters Score -3154836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3154842.500000 Penalty: 3285.503174
	Iteration 26Q: 3 clusters Score -3154842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3154858.500000 Penalty: 3285.503174
	Iteration 27Q: 3 clusters Score -3154858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3154865.000000 Penalty: 3285.503174
	Iteration 28Q: 3 clusters Score -3154865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3154871.750000 Penalty: 3285.503174
	Iteration 29Q: 3 clusters Score -3154872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3154882.500000 Penalty: 3285.503174
	Iteration 30Q: 3 clusters Score -3154882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3154888.000000 Penalty: 3285.503174
	Iteration 31Q: 3 clusters Score -3154888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3154895.750000 Penalty: 3285.503174
	Iteration 32Q: 3 clusters Score -3154896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3154900.500000 Penalty: 3285.503174
	Iteration 33Q: 3 clusters Score -3154900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3154910.750000 Penalty: 3285.503174
	Iteration 34Q: 3 clusters Score -3154911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3154915.250000 Penalty: 3285.503174
	Iteration 35Q: 3 clusters Score -3154915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3154923.250000 Penalty: 3285.503174
	Iteration 36Q: 3 clusters Score -3154923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3154925.500000 Penalty: 3285.503174
	Iteration 37Q: 3 clusters Score -3154926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3154931.000000 Penalty: 3285.503174
	Iteration 38Q: 3 clusters Score -3154931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3154932.000000 Penalty: 3285.503174
	Iteration 39Q: 3 clusters Score -3154932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3154936.750000 Penalty: 3285.503174
	Iteration 40F: 3 clusters Score -3154937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3154939.750000 Penalty: 3285.503174
	Iteration 41Q: 3 clusters Score -3154940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3154938.000000 Penalty: 3285.503174
	Iteration 42Q: 3 clusters Score -3154938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3154937.500000 Penalty: 3285.503174
	Iteration 43Q: 3 clusters Score -3154938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3154939.250000 Penalty: 3285.503174
	Iteration 44Q: 3 clusters Score -3154939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3154944.250000 Penalty: 3285.503174
	Iteration 45Q: 3 clusters Score -3154944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3154946.000000 Penalty: 3285.503174
	Iteration 46Q: 3 clusters Score -3154946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3154948.250000 Penalty: 3285.503174
	Iteration 47Q: 3 clusters Score -3154948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3154949.000000 Penalty: 3285.503174
	Iteration 48Q: 3 clusters Score -3154949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3154950.250000 Penalty: 3285.503174
	Iteration 49Q: 3 clusters Score -3154950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3154950.250000 Penalty: 3285.503174
	Iteration 50Q: 3 clusters Score -3154950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3154952.500000 Penalty: 3285.503174
	Iteration 51Q: 3 clusters Score -3154952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3154954.250000 Penalty: 3285.503174
	Iteration 52Q: 3 clusters Score -3154954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3154953.000000 Penalty: 3285.503174
	Iteration 53Q: 3 clusters Score -3154953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3154953.250000 Penalty: 3285.503174
	Iteration 54Q: 3 clusters Score -3154953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3154955.500000 Penalty: 3285.503174
	Iteration 55Q: 3 clusters Score -3154956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3154958.000000 Penalty: 3285.503174
	Iteration 56Q: 3 clusters Score -3154958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3154960.250000 Penalty: 3285.503174
	Iteration 57Q: 3 clusters Score -3154960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3154961.750000 Penalty: 3285.503174
	Iteration 58Q: 3 clusters Score -3154962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3154961.750000 Penalty: 3285.503174
	Iteration 59F: 3 clusters Score -3154962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Entering Unmasked Estep 
Score: -8044289.000000 Penalty: 1794.916138
	Iteration 0F: 2 clusters Score -8044289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -8003752.500000 Penalty: 3589.832275
	Iteration 0F: 3 clusters Score -8003752 nChanged 29650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -8020632.000000 Penalty: 3589.832275
	Iteration 1F: 3 clusters Score -8020632 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -8021179.000000 Penalty: 3589.832275
	Iteration 2Q: 3 clusters Score -8021179 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -8021976.500000 Penalty: 3589.832275
	Iteration 3Q: 3 clusters Score -8021976 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -8023508.500000 Penalty: 3589.832275
	Iteration 4F: 3 clusters Score -8023508 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -8026301.500000 Penalty: 3589.832275
	Iteration 5F: 3 clusters Score -8026302 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -8030489.000000 Penalty: 3589.832275
	Iteration 6F: 3 clusters Score -8030489 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -8035392.000000 Penalty: 3589.832275
	Iteration 7F: 3 clusters Score -8035392 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8039124.000000 Penalty: 3589.832275
	Iteration 8F: 3 clusters Score -8039124 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8041121.500000 Penalty: 3589.832275
	Iteration 9Q: 3 clusters Score -8041122 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8041986.000000 Penalty: 3589.832275
	Iteration 10Q: 3 clusters Score -8041986 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8042284.500000 Penalty: 3589.832275
	Iteration 11Q: 3 clusters Score -8042284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8042400.000000 Penalty: 3589.832275
	Iteration 12Q: 3 clusters Score -8042400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8042486.500000 Penalty: 3589.832275
	Iteration 13Q: 3 clusters Score -8042486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8042567.500000 Penalty: 3589.832275
	Iteration 14Q: 3 clusters Score -8042568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8042628.000000 Penalty: 3589.832275
	Iteration 15Q: 3 clusters Score -8042628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8042658.500000 Penalty: 3589.832275
	Iteration 16Q: 3 clusters Score -8042658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8042674.500000 Penalty: 3589.832275
	Iteration 17Q: 3 clusters Score -8042674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8042689.000000 Penalty: 3589.832275
	Iteration 18Q: 3 clusters Score -8042689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8042704.500000 Penalty: 3589.832275
	Iteration 19Q: 3 clusters Score -8042704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8042702.500000 Penalty: 3589.832275
	Iteration 20F: 3 clusters Score -8042702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8042698.500000 Penalty: 3589.832275
	Iteration 21Q: 3 clusters Score -8042698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8042699.500000 Penalty: 3589.832275
	Iteration 22Q: 3 clusters Score -8042700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8042707.000000 Penalty: 3589.832275
	Iteration 23Q: 3 clusters Score -8042707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8042705.000000 Penalty: 3589.832275
	Iteration 24Q: 3 clusters Score -8042705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8042701.000000 Penalty: 3589.832275
	Iteration 25Q: 3 clusters Score -8042701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8042703.000000 Penalty: 3589.832275
	Iteration 26Q: 3 clusters Score -8042703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8042708.000000 Penalty: 3589.832275
	Iteration 27Q: 3 clusters Score -8042708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8042708.000000 Penalty: 3589.832275
	Iteration 28F: 3 clusters Score -8042708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Entering Unmasked Estep 
Score: -10379988.000000 Penalty: 1836.670410
	Iteration 0F: 2 clusters Score -1.037999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -10330169.000000 Penalty: 3673.340820
	Iteration 0F: 3 clusters Score -1.033017e+07 nChanged 38480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -10352126.000000 Penalty: 3673.340820
	Iteration 1F: 3 clusters Score -1.035213e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -10352803.000000 Penalty: 3673.340820
	Iteration 2Q: 3 clusters Score -1.03528e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -10353666.000000 Penalty: 3673.340820
	Iteration 3Q: 3 clusters Score -1.035367e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -10354859.000000 Penalty: 3673.340820
	Iteration 4Q: 3 clusters Score -1.035486e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -10356540.000000 Penalty: 3673.340820
	Iteration 5F: 3 clusters Score -1.035654e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -10359152.000000 Penalty: 3673.340820
	Iteration 6F: 3 clusters Score -1.035915e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -10363074.000000 Penalty: 3673.340820
	Iteration 7F: 3 clusters Score -1.036307e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -10368025.000000 Penalty: 3673.340820
	Iteration 8F: 3 clusters Score -1.036802e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -10373542.000000 Penalty: 3673.340820
	Iteration 9F: 3 clusters Score -1.037354e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -10376396.000000 Penalty: 3673.340820
	Iteration 10Q: 3 clusters Score -1.03764e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -10377555.000000 Penalty: 3673.340820
	Iteration 11Q: 3 clusters Score -1.037756e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -10377978.000000 Penalty: 3673.340820
	Iteration 12Q: 3 clusters Score -1.037798e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -10378197.000000 Penalty: 3673.340820
	Iteration 13Q: 3 clusters Score -1.03782e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -10378279.000000 Penalty: 3673.340820
	Iteration 14Q: 3 clusters Score -1.037828e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -10378353.000000 Penalty: 3673.340820
	Iteration 15Q: 3 clusters Score -1.037835e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -10378394.000000 Penalty: 3673.340820
	Iteration 16Q: 3 clusters Score -1.037839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -10378420.000000 Penalty: 3673.340820
	Iteration 17Q: 3 clusters Score -1.037842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -10378435.000000 Penalty: 3673.340820
	Iteration 18Q: 3 clusters Score -1.037844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -10378459.000000 Penalty: 3673.340820
	Iteration 19Q: 3 clusters Score -1.037846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -10378465.000000 Penalty: 3673.340820
	Iteration 20F: 3 clusters Score -1.037846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -10378476.000000 Penalty: 3673.340820
	Iteration 21Q: 3 clusters Score -1.037848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -10378482.000000 Penalty: 3673.340820
	Iteration 22Q: 3 clusters Score -1.037848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -10378485.000000 Penalty: 3673.340820
	Iteration 23Q: 3 clusters Score -1.037848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -10378491.000000 Penalty: 3673.340820
	Iteration 24Q: 3 clusters Score -1.037849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -10378487.000000 Penalty: 3673.340820
	Iteration 25Q: 3 clusters Score -1.037849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -10378485.000000 Penalty: 3673.340820
	Iteration 26Q: 3 clusters Score -1.037848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -10378485.000000 Penalty: 3673.340820
	Iteration 27F: 3 clusters Score -1.037848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Entering Unmasked Estep 
Score: -7094066.000000 Penalty: 1774.138672
	Iteration 0F: 2 clusters Score -7094066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -7058097.000000 Penalty: 3548.277344
	Iteration 0F: 3 clusters Score -7058097 nChanged 26025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -7072757.500000 Penalty: 3548.277344
	Iteration 1F: 3 clusters Score -7072758 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7073336.500000 Penalty: 3548.277344
	Iteration 2Q: 3 clusters Score -7073336 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -7074117.000000 Penalty: 3548.277344
	Iteration 3Q: 3 clusters Score -7074117 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -7075251.000000 Penalty: 3548.277344
	Iteration 4Q: 3 clusters Score -7075251 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -7076815.000000 Penalty: 3548.277344
	Iteration 5F: 3 clusters Score -7076815 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -7078888.500000 Penalty: 3548.277344
	Iteration 6F: 3 clusters Score -7078888 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -7081106.500000 Penalty: 3548.277344
	Iteration 7F: 3 clusters Score -7081106 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -7083269.000000 Penalty: 3548.277344
	Iteration 8F: 3 clusters Score -7083269 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7084943.500000 Penalty: 3548.277344
	Iteration 9F: 3 clusters Score -7084944 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -7085998.500000 Penalty: 3548.277344
	Iteration 10Q: 3 clusters Score -7085998 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -7086516.000000 Penalty: 3548.277344
	Iteration 11Q: 3 clusters Score -7086516 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -7086717.000000 Penalty: 3548.277344
	Iteration 12Q: 3 clusters Score -7086717 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -7086840.000000 Penalty: 3548.277344
	Iteration 13Q: 3 clusters Score -7086840 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -7086926.500000 Penalty: 3548.277344
	Iteration 14Q: 3 clusters Score -7086926 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -7087085.000000 Penalty: 3548.277344
	Iteration 15Q: 3 clusters Score -7087085 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -7087189.000000 Penalty: 3548.277344
	Iteration 16Q: 3 clusters Score -7087189 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -7087352.500000 Penalty: 3548.277344
	Iteration 17Q: 3 clusters Score -7087352 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -7087555.500000 Penalty: 3548.277344
	Iteration 18Q: 3 clusters Score -7087556 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -7087750.000000 Penalty: 3548.277344
	Iteration 19Q: 3 clusters Score -7087750 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -7088005.500000 Penalty: 3548.277344
	Iteration 20F: 3 clusters Score -7088006 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -7088337.000000 Penalty: 3548.277344
	Iteration 21Q: 3 clusters Score -7088337 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -7088781.000000 Penalty: 3548.277344
	Iteration 22Q: 3 clusters Score -7088781 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -7089339.500000 Penalty: 3548.277344
	Iteration 23Q: 3 clusters Score -7089340 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -7089983.000000 Penalty: 3548.277344
	Iteration 24Q: 3 clusters Score -7089983 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7090698.000000 Penalty: 3548.277344
	Iteration 25Q: 3 clusters Score -7090698 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -7091373.500000 Penalty: 3548.277344
	Iteration 26Q: 3 clusters Score -7091374 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -7091878.000000 Penalty: 3548.277344
	Iteration 27Q: 3 clusters Score -7091878 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -7092163.500000 Penalty: 3548.277344
	Iteration 28Q: 3 clusters Score -7092164 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -7092324.000000 Penalty: 3548.277344
	Iteration 29Q: 3 clusters Score -7092324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -7092405.500000 Penalty: 3548.277344
	Iteration 30Q: 3 clusters Score -7092406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -7092473.500000 Penalty: 3548.277344
	Iteration 31Q: 3 clusters Score -7092474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -7092503.000000 Penalty: 3548.277344
	Iteration 32Q: 3 clusters Score -7092503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -7092515.500000 Penalty: 3548.277344
	Iteration 33Q: 3 clusters Score -7092516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -7092536.500000 Penalty: 3548.277344
	Iteration 34Q: 3 clusters Score -7092536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -7092546.000000 Penalty: 3548.277344
	Iteration 35Q: 3 clusters Score -7092546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -7092549.500000 Penalty: 3548.277344
	Iteration 36Q: 3 clusters Score -7092550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -7092562.000000 Penalty: 3548.277344
	Iteration 37Q: 3 clusters Score -7092562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -7092562.500000 Penalty: 3548.277344
	Iteration 38Q: 3 clusters Score -7092562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -7092569.500000 Penalty: 3548.277344
	Iteration 39Q: 3 clusters Score -7092570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -7092577.000000 Penalty: 3548.277344
	Iteration 40F: 3 clusters Score -7092577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -7092572.500000 Penalty: 3548.277344
	Iteration 41Q: 3 clusters Score -7092572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -7092585.500000 Penalty: 3548.277344
	Iteration 42Q: 3 clusters Score -7092586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -7092593.500000 Penalty: 3548.277344
	Iteration 43Q: 3 clusters Score -7092594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -7092604.000000 Penalty: 3548.277344
	Iteration 44Q: 3 clusters Score -7092604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -7092619.500000 Penalty: 3548.277344
	Iteration 45Q: 3 clusters Score -7092620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -7092629.500000 Penalty: 3548.277344
	Iteration 46Q: 3 clusters Score -7092630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -7092636.000000 Penalty: 3548.277344
	Iteration 47Q: 3 clusters Score -7092636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -7092636.500000 Penalty: 3548.277344
	Iteration 48Q: 3 clusters Score -7092636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -7092636.500000 Penalty: 3548.277344
	Iteration 49Q: 3 clusters Score -7092636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -7092636.000000 Penalty: 3548.277344
	Iteration 50Q: 3 clusters Score -7092636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -7092639.500000 Penalty: 3548.277344
	Iteration 51Q: 3 clusters Score -7092640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -7092634.000000 Penalty: 3548.277344
	Iteration 52Q: 3 clusters Score -7092634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7092639.500000 Penalty: 3548.277344
	Iteration 53Q: 3 clusters Score -7092640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7092641.000000 Penalty: 3548.277344
	Iteration 54Q: 3 clusters Score -7092641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -7092636.500000 Penalty: 3548.277344
	Iteration 55Q: 3 clusters Score -7092636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -7092636.500000 Penalty: 3548.277344
	Iteration 56F: 3 clusters Score -7092636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -208566.875000 Penalty: 1202.103760
	Iteration 0F: 2 clusters Score -208566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -206716.156250 Penalty: 2404.207520
	Iteration 0F: 3 clusters Score -206716.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -207070.984375 Penalty: 2404.207520
	Iteration 1F: 3 clusters Score -207071 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -207144.531250 Penalty: 2404.207520
	Iteration 2F: 3 clusters Score -207144.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -207184.484375 Penalty: 2404.207520
	Iteration 3Q: 3 clusters Score -207184.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -207205.296875 Penalty: 2404.207520
	Iteration 4Q: 3 clusters Score -207205.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -207226.203125 Penalty: 2404.207520
	Iteration 5Q: 3 clusters Score -207226.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -207237.234375 Penalty: 2404.207520
	Iteration 6Q: 3 clusters Score -207237.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -207250.328125 Penalty: 2404.207520
	Iteration 7Q: 3 clusters Score -207250.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -207264.515625 Penalty: 2404.207520
	Iteration 8Q: 3 clusters Score -207264.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -207272.703125 Penalty: 2404.207520
	Iteration 9Q: 3 clusters Score -207272.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -207283.328125 Penalty: 2404.207520
	Iteration 10Q: 3 clusters Score -207283.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -207295.421875 Penalty: 2404.207520
	Iteration 11Q: 3 clusters Score -207295.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -207305.687500 Penalty: 2404.207520
	Iteration 12Q: 3 clusters Score -207305.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -207311.703125 Penalty: 2404.207520
	Iteration 13Q: 3 clusters Score -207311.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -207316.484375 Penalty: 2404.207520
	Iteration 14Q: 3 clusters Score -207316.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -207322.125000 Penalty: 2404.207520
	Iteration 15Q: 3 clusters Score -207322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -207325.750000 Penalty: 2404.207520
	Iteration 16Q: 3 clusters Score -207325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -207329.796875 Penalty: 2404.207520
	Iteration 17Q: 3 clusters Score -207329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -207332.125000 Penalty: 2404.207520
	Iteration 18Q: 3 clusters Score -207332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -207333.343750 Penalty: 2404.207520
	Iteration 19Q: 3 clusters Score -207333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -207333.343750 Penalty: 2404.207520
	Iteration 20F: 3 clusters Score -207333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Entering Unmasked Estep 
Score: -1859002.125000 Penalty: 1557.462402
	Iteration 0F: 2 clusters Score -1859002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1848937.000000 Penalty: 3114.924805
	Iteration 0F: 3 clusters Score -1848937 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1852526.625000 Penalty: 3114.924805
	Iteration 1F: 3 clusters Score -1852527 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1852774.750000 Penalty: 3114.924805
	Iteration 2F: 3 clusters Score -1852775 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1852982.375000 Penalty: 3114.924805
	Iteration 3Q: 3 clusters Score -1852982 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1853191.500000 Penalty: 3114.924805
	Iteration 4Q: 3 clusters Score -1853192 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1853425.750000 Penalty: 3114.924805
	Iteration 5Q: 3 clusters Score -1853426 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1853747.000000 Penalty: 3114.924805
	Iteration 6Q: 3 clusters Score -1853747 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1854204.500000 Penalty: 3114.924805
	Iteration 7F: 3 clusters Score -1854204 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1854828.875000 Penalty: 3114.924805
	Iteration 8F: 3 clusters Score -1854829 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1855647.000000 Penalty: 3114.924805
	Iteration 9F: 3 clusters Score -1855647 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1856440.375000 Penalty: 3114.924805
	Iteration 10F: 3 clusters Score -1856440 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1857013.625000 Penalty: 3114.924805
	Iteration 11Q: 3 clusters Score -1857014 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1857344.875000 Penalty: 3114.924805
	Iteration 12Q: 3 clusters Score -1857345 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1857477.250000 Penalty: 3114.924805
	Iteration 13Q: 3 clusters Score -1857477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1857535.000000 Penalty: 3114.924805
	Iteration 14Q: 3 clusters Score -1857535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1857578.625000 Penalty: 3114.924805
	Iteration 15Q: 3 clusters Score -1857579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1857600.625000 Penalty: 3114.924805
	Iteration 16Q: 3 clusters Score -1857601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1857613.500000 Penalty: 3114.924805
	Iteration 17Q: 3 clusters Score -1857614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1857621.750000 Penalty: 3114.924805
	Iteration 18Q: 3 clusters Score -1857622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1857625.625000 Penalty: 3114.924805
	Iteration 19Q: 3 clusters Score -1857626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1857629.000000 Penalty: 3114.924805
	Iteration 20F: 3 clusters Score -1857629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1857636.500000 Penalty: 3114.924805
	Iteration 21Q: 3 clusters Score -1857636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1857640.500000 Penalty: 3114.924805
	Iteration 22Q: 3 clusters Score -1857640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1857642.000000 Penalty: 3114.924805
	Iteration 23Q: 3 clusters Score -1857642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1857650.500000 Penalty: 3114.924805
	Iteration 24Q: 3 clusters Score -1857650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1857652.000000 Penalty: 3114.924805
	Iteration 25Q: 3 clusters Score -1857652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1857652.625000 Penalty: 3114.924805
	Iteration 26Q: 3 clusters Score -1857653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1857654.750000 Penalty: 3114.924805
	Iteration 27Q: 3 clusters Score -1857655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1857654.750000 Penalty: 3114.924805
	Iteration 28F: 3 clusters Score -1857655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 47267 members 
Mstep: Class 5 contains 56067 members 
Mstep: Class 6 contains 44123 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8398 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31289 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24569 members 
Mstep: Class 14 contains 62670 members 
Mstep: Class 15 contains 81031 members 
Mstep: Class 16 contains 55148 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 14536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803984.000000 Penalty: 38530.851562
Iteration 279Q: 19 clusters Score -6.580398e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 47264 members 
Mstep: Class 5 contains 56049 members 
Mstep: Class 6 contains 44183 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8402 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31292 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24522 members 
Mstep: Class 14 contains 62668 members 
Mstep: Class 15 contains 81030 members 
Mstep: Class 16 contains 55145 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 19 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803988.000000 Penalty: 38530.851562
Iteration 280F: 19 clusters Score -6.580399e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 47265 members 
Mstep: Class 5 contains 56040 members 
Mstep: Class 6 contains 44242 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8406 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31296 members 
Mstep: Class 11 contains 6251 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24472 members 
Mstep: Class 14 contains 62665 members 
Mstep: Class 15 contains 81030 members 
Mstep: Class 16 contains 55140 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803932.000000 Penalty: 38530.851562
Iteration 281Q: 19 clusters Score -6.580393e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 15402 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47265 members 
Mstep: Class 5 contains 56027 members 
Mstep: Class 6 contains 44309 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31296 members 
Mstep: Class 11 contains 6249 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24427 members 
Mstep: Class 14 contains 62664 members 
Mstep: Class 15 contains 81028 members 
Mstep: Class 16 contains 55134 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803972.000000 Penalty: 38530.851562
Iteration 282Q: 19 clusters Score -6.580397e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47255 members 
Mstep: Class 5 contains 56013 members 
Mstep: Class 6 contains 44368 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8412 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31300 members 
Mstep: Class 11 contains 6249 members 
Mstep: Class 12 contains 4717 members 
Mstep: Class 13 contains 24388 members 
Mstep: Class 14 contains 62665 members 
Mstep: Class 15 contains 81027 members 
Mstep: Class 16 contains 55128 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 14536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803992.000000 Penalty: 38530.851562
Iteration 283Q: 19 clusters Score -6.580399e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47251 members 
Mstep: Class 5 contains 55999 members 
Mstep: Class 6 contains 44415 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31299 members 
Mstep: Class 11 contains 6250 members 
Mstep: Class 12 contains 4719 members 
Mstep: Class 13 contains 24353 members 
Mstep: Class 14 contains 62666 members 
Mstep: Class 15 contains 81028 members 
Mstep: Class 16 contains 55127 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803924.000000 Penalty: 38530.851562
Iteration 284Q: 19 clusters Score -6.580392e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47242 members 
Mstep: Class 5 contains 55991 members 
Mstep: Class 6 contains 44454 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8412 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31304 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 4720 members 
Mstep: Class 13 contains 24324 members 
Mstep: Class 14 contains 62667 members 
Mstep: Class 15 contains 81023 members 
Mstep: Class 16 contains 55129 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803996.000000 Penalty: 38530.851562
Iteration 285Q: 19 clusters Score -6.5804e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47231 members 
Mstep: Class 5 contains 55981 members 
Mstep: Class 6 contains 44503 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8416 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31308 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 4721 members 
Mstep: Class 13 contains 24292 members 
Mstep: Class 14 contains 62667 members 
Mstep: Class 15 contains 81021 members 
Mstep: Class 16 contains 55126 members 
Mstep: Class 18 contains 1627 members 
Mstep: Class 19 contains 14539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804032.000000 Penalty: 38530.851562
Iteration 286Q: 19 clusters Score -6.580403e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47223 members 
Mstep: Class 5 contains 55971 members 
Mstep: Class 6 contains 44543 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8422 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 31313 members 
Mstep: Class 11 contains 6244 members 
Mstep: Class 12 contains 4722 members 
Mstep: Class 13 contains 24270 members 
Mstep: Class 14 contains 62667 members 
Mstep: Class 15 contains 81015 members 
Mstep: Class 16 contains 55127 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 19 contains 14533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804016.000000 Penalty: 38530.851562
Iteration 287Q: 19 clusters Score -6.580402e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 15410 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47218 members 
Mstep: Class 5 contains 55957 members 
Mstep: Class 6 contains 44591 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8424 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31318 members 
Mstep: Class 11 contains 6244 members 
Mstep: Class 12 contains 4724 members 
Mstep: Class 13 contains 24237 members 
Mstep: Class 14 contains 62666 members 
Mstep: Class 15 contains 81008 members 
Mstep: Class 16 contains 55128 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804020.000000 Penalty: 38530.851562
Iteration 288Q: 19 clusters Score -6.580402e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 15410 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47215 members 
Mstep: Class 5 contains 55952 members 
Mstep: Class 6 contains 44645 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8425 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31321 members 
Mstep: Class 11 contains 6246 members 
Mstep: Class 12 contains 4725 members 
Mstep: Class 13 contains 24195 members 
Mstep: Class 14 contains 62664 members 
Mstep: Class 15 contains 81006 members 
Mstep: Class 16 contains 55124 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803992.000000 Penalty: 38530.851562
Iteration 289Q: 19 clusters Score -6.580399e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 15414 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47215 members 
Mstep: Class 5 contains 55937 members 
Mstep: Class 6 contains 44697 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8427 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31321 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 4725 members 
Mstep: Class 13 contains 24165 members 
Mstep: Class 14 contains 62665 members 
Mstep: Class 15 contains 81007 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804024.000000 Penalty: 38530.851562
Iteration 290Q: 19 clusters Score -6.580402e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47216 members 
Mstep: Class 5 contains 55924 members 
Mstep: Class 6 contains 44762 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8430 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31318 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 62664 members 
Mstep: Class 15 contains 81003 members 
Mstep: Class 16 contains 55111 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804104.000000 Penalty: 38530.851562
Iteration 291Q: 19 clusters Score -6.58041e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68899 members 
Mstep: Class 2 contains 15421 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 47213 members 
Mstep: Class 5 contains 55910 members 
Mstep: Class 6 contains 44832 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8432 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31318 members 
Mstep: Class 11 contains 6239 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 24087 members 
Mstep: Class 14 contains 62660 members 
Mstep: Class 15 contains 81003 members 
Mstep: Class 16 contains 55109 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804088.000000 Penalty: 38530.851562
Iteration 292Q: 19 clusters Score -6.580409e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 15423 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 47206 members 
Mstep: Class 5 contains 55905 members 
Mstep: Class 6 contains 44892 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8431 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31317 members 
Mstep: Class 11 contains 6238 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 24053 members 
Mstep: Class 14 contains 62660 members 
Mstep: Class 15 contains 81003 members 
Mstep: Class 16 contains 55104 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804024.000000 Penalty: 38530.851562
Iteration 293Q: 19 clusters Score -6.580402e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 15424 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 47204 members 
Mstep: Class 5 contains 55894 members 
Mstep: Class 6 contains 44954 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8432 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31317 members 
Mstep: Class 11 contains 6237 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 24017 members 
Mstep: Class 14 contains 62661 members 
Mstep: Class 15 contains 81005 members 
Mstep: Class 16 contains 55098 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 14536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804052.000000 Penalty: 38530.851562
Iteration 294Q: 19 clusters Score -6.580405e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 47203 members 
Mstep: Class 5 contains 55898 members 
Mstep: Class 6 contains 44993 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8433 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31319 members 
Mstep: Class 11 contains 6235 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 23980 members 
Mstep: Class 14 contains 62660 members 
Mstep: Class 15 contains 81000 members 
Mstep: Class 16 contains 55091 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 14532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803996.000000 Penalty: 38530.851562
Iteration 295Q: 19 clusters Score -6.5804e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 15427 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 47200 members 
Mstep: Class 5 contains 55891 members 
Mstep: Class 6 contains 45019 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8433 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31319 members 
Mstep: Class 11 contains 6233 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 23960 members 
Mstep: Class 14 contains 62659 members 
Mstep: Class 15 contains 80999 members 
Mstep: Class 16 contains 55091 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 14530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804052.000000 Penalty: 38530.851562
Iteration 296Q: 19 clusters Score -6.580405e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 15431 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 47193 members 
Mstep: Class 5 contains 55886 members 
Mstep: Class 6 contains 45053 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8433 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31319 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 23932 members 
Mstep: Class 14 contains 62657 members 
Mstep: Class 15 contains 80998 members 
Mstep: Class 16 contains 55094 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804060.000000 Penalty: 38530.851562
Iteration 297Q: 19 clusters Score -6.580406e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 47185 members 
Mstep: Class 5 contains 55876 members 
Mstep: Class 6 contains 45098 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8434 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31318 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 23901 members 
Mstep: Class 14 contains 62655 members 
Mstep: Class 15 contains 80998 members 
Mstep: Class 16 contains 55097 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 14535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804076.000000 Penalty: 38530.851562
Iteration 298Q: 19 clusters Score -6.580408e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 15436 members 
Mstep: Class 3 contains 3082 members 
Mstep: Class 4 contains 47178 members 
Mstep: Class 5 contains 55869 members 
Mstep: Class 6 contains 45133 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8435 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31318 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23877 members 
Mstep: Class 14 contains 62653 members 
Mstep: Class 15 contains 80997 members 
Mstep: Class 16 contains 55094 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 14536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804056.000000 Penalty: 38530.851562
Iteration 299Q: 19 clusters Score -6.580406e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 15436 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47173 members 
Mstep: Class 5 contains 55862 members 
Mstep: Class 6 contains 45159 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8436 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31316 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23859 members 
Mstep: Class 14 contains 62651 members 
Mstep: Class 15 contains 80996 members 
Mstep: Class 16 contains 55089 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804048.000000 Penalty: 38530.851562
Iteration 300F: 19 clusters Score -6.580405e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47173 members 
Mstep: Class 5 contains 55854 members 
Mstep: Class 6 contains 45194 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8438 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31318 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23837 members 
Mstep: Class 14 contains 62651 members 
Mstep: Class 15 contains 80997 members 
Mstep: Class 16 contains 55083 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804084.000000 Penalty: 38530.851562
Iteration 301Q: 19 clusters Score -6.580408e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47170 members 
Mstep: Class 5 contains 55847 members 
Mstep: Class 6 contains 45216 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8439 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31320 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23819 members 
Mstep: Class 14 contains 62650 members 
Mstep: Class 15 contains 80997 members 
Mstep: Class 16 contains 55086 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804088.000000 Penalty: 38530.851562
Iteration 302Q: 19 clusters Score -6.580409e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47165 members 
Mstep: Class 5 contains 55845 members 
Mstep: Class 6 contains 45228 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8439 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31323 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23801 members 
Mstep: Class 14 contains 62649 members 
Mstep: Class 15 contains 80998 members 
Mstep: Class 16 contains 55088 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804108.000000 Penalty: 38530.851562
Iteration 303Q: 19 clusters Score -6.580411e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47165 members 
Mstep: Class 5 contains 55838 members 
Mstep: Class 6 contains 45248 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8438 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31331 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23786 members 
Mstep: Class 14 contains 62650 members 
Mstep: Class 15 contains 80997 members 
Mstep: Class 16 contains 55086 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804164.000000 Penalty: 38530.851562
Iteration 304Q: 19 clusters Score -6.580416e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47166 members 
Mstep: Class 5 contains 55828 members 
Mstep: Class 6 contains 45272 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8440 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31331 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23773 members 
Mstep: Class 14 contains 62649 members 
Mstep: Class 15 contains 80998 members 
Mstep: Class 16 contains 55081 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804092.000000 Penalty: 38530.851562
Iteration 305Q: 19 clusters Score -6.580409e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47164 members 
Mstep: Class 5 contains 55819 members 
Mstep: Class 6 contains 45297 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8443 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31330 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23754 members 
Mstep: Class 14 contains 62649 members 
Mstep: Class 15 contains 80998 members 
Mstep: Class 16 contains 55079 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804120.000000 Penalty: 38530.851562
Iteration 306Q: 19 clusters Score -6.580412e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47162 members 
Mstep: Class 5 contains 55807 members 
Mstep: Class 6 contains 45332 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8443 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31331 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23725 members 
Mstep: Class 14 contains 62649 members 
Mstep: Class 15 contains 80996 members 
Mstep: Class 16 contains 55075 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804164.000000 Penalty: 38530.851562
Iteration 307Q: 19 clusters Score -6.580416e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47160 members 
Mstep: Class 5 contains 55797 members 
Mstep: Class 6 contains 45371 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8443 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31332 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23695 members 
Mstep: Class 14 contains 62648 members 
Mstep: Class 15 contains 80996 members 
Mstep: Class 16 contains 55074 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804076.000000 Penalty: 38530.851562
Iteration 308Q: 19 clusters Score -6.580408e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47156 members 
Mstep: Class 5 contains 55785 members 
Mstep: Class 6 contains 45401 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8443 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31331 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23672 members 
Mstep: Class 14 contains 62647 members 
Mstep: Class 15 contains 80998 members 
Mstep: Class 16 contains 55077 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804092.000000 Penalty: 38530.851562
Iteration 309Q: 19 clusters Score -6.580409e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47150 members 
Mstep: Class 5 contains 55769 members 
Mstep: Class 6 contains 45430 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8443 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31333 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23652 members 
Mstep: Class 14 contains 62646 members 
Mstep: Class 15 contains 80998 members 
Mstep: Class 16 contains 55078 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804048.000000 Penalty: 38530.851562
Iteration 310Q: 19 clusters Score -6.580405e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47146 members 
Mstep: Class 5 contains 55758 members 
Mstep: Class 6 contains 45464 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8443 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31337 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23621 members 
Mstep: Class 14 contains 62644 members 
Mstep: Class 15 contains 80999 members 
Mstep: Class 16 contains 55083 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804092.000000 Penalty: 38530.851562
Iteration 311Q: 19 clusters Score -6.580409e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47144 members 
Mstep: Class 5 contains 55746 members 
Mstep: Class 6 contains 45509 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8443 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31338 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23588 members 
Mstep: Class 14 contains 62643 members 
Mstep: Class 15 contains 81000 members 
Mstep: Class 16 contains 55084 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804128.000000 Penalty: 38530.851562
Iteration 312Q: 19 clusters Score -6.580413e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47145 members 
Mstep: Class 5 contains 55735 members 
Mstep: Class 6 contains 45555 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8443 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31342 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23557 members 
Mstep: Class 14 contains 62641 members 
Mstep: Class 15 contains 80999 members 
Mstep: Class 16 contains 55084 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804088.000000 Penalty: 38530.851562
Iteration 313Q: 19 clusters Score -6.580409e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47142 members 
Mstep: Class 5 contains 55730 members 
Mstep: Class 6 contains 45594 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8442 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31347 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23531 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80997 members 
Mstep: Class 16 contains 55084 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804084.000000 Penalty: 38530.851562
Iteration 314Q: 19 clusters Score -6.580408e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47141 members 
Mstep: Class 5 contains 55720 members 
Mstep: Class 6 contains 45620 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8444 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31350 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23514 members 
Mstep: Class 14 contains 62641 members 
Mstep: Class 15 contains 80996 members 
Mstep: Class 16 contains 55086 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804116.000000 Penalty: 38530.851562
Iteration 315Q: 19 clusters Score -6.580412e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47140 members 
Mstep: Class 5 contains 55718 members 
Mstep: Class 6 contains 45651 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31355 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23489 members 
Mstep: Class 14 contains 62642 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55085 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804124.000000 Penalty: 38530.851562
Iteration 316Q: 19 clusters Score -6.580412e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47136 members 
Mstep: Class 5 contains 55715 members 
Mstep: Class 6 contains 45676 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31361 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23470 members 
Mstep: Class 14 contains 62642 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55085 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804172.000000 Penalty: 38530.851562
Iteration 317Q: 19 clusters Score -6.580417e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47133 members 
Mstep: Class 5 contains 55713 members 
Mstep: Class 6 contains 45703 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31364 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 23455 members 
Mstep: Class 14 contains 62641 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55087 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 14538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804172.000000 Penalty: 38530.851562
Iteration 318Q: 19 clusters Score -6.580417e+07 nChanged 49
Entering ConstructFrom: 
Score: -65804172.000000 Penalty: 38530.851562
Entering ConstructFrom: 
Trying to split cluster 1 (68923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Entering Unmasked Estep 
Score: -8649707.000000 Penalty: 1810.371094
	Iteration 0F: 2 clusters Score -8649707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8604244.000000 Penalty: 3620.742188
	Iteration 0F: 3 clusters Score -8604244 nChanged 32505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -8622613.000000 Penalty: 3620.742188
	Iteration 1F: 3 clusters Score -8622613 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -8623116.000000 Penalty: 3620.742188
	Iteration 2Q: 3 clusters Score -8623116 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -8623665.000000 Penalty: 3620.742188
	Iteration 3Q: 3 clusters Score -8623665 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -8624397.000000 Penalty: 3620.742188
	Iteration 4Q: 3 clusters Score -8624397 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -8625376.000000 Penalty: 3620.742188
	Iteration 5Q: 3 clusters Score -8625376 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -8626725.000000 Penalty: 3620.742188
	Iteration 6Q: 3 clusters Score -8626725 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -8628902.000000 Penalty: 3620.742188
	Iteration 7F: 3 clusters Score -8628902 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -8631687.000000 Penalty: 3620.742188
	Iteration 8F: 3 clusters Score -8631687 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -8634352.000000 Penalty: 3620.742188
	Iteration 9F: 3 clusters Score -8634352 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -8635586.000000 Penalty: 3620.742188
	Iteration 10Q: 3 clusters Score -8635586 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -8635932.000000 Penalty: 3620.742188
	Iteration 11Q: 3 clusters Score -8635932 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -8636092.000000 Penalty: 3620.742188
	Iteration 12Q: 3 clusters Score -8636092 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -8636123.000000 Penalty: 3620.742188
	Iteration 13Q: 3 clusters Score -8636123 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -8636157.000000 Penalty: 3620.742188
	Iteration 14Q: 3 clusters Score -8636157 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -8636182.000000 Penalty: 3620.742188
	Iteration 15Q: 3 clusters Score -8636182 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -8636209.000000 Penalty: 3620.742188
	Iteration 16Q: 3 clusters Score -8636209 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -8636239.000000 Penalty: 3620.742188
	Iteration 17Q: 3 clusters Score -8636239 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -8636286.000000 Penalty: 3620.742188
	Iteration 18Q: 3 clusters Score -8636286 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -8636330.000000 Penalty: 3620.742188
	Iteration 19Q: 3 clusters Score -8636330 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -8636400.000000 Penalty: 3620.742188
	Iteration 20F: 3 clusters Score -8636400 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -8636435.000000 Penalty: 3620.742188
	Iteration 21Q: 3 clusters Score -8636435 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -8636488.000000 Penalty: 3620.742188
	Iteration 22Q: 3 clusters Score -8636488 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -8636506.000000 Penalty: 3620.742188
	Iteration 23Q: 3 clusters Score -8636506 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -8636518.000000 Penalty: 3620.742188
	Iteration 24Q: 3 clusters Score -8636518 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -8636576.000000 Penalty: 3620.742188
	Iteration 25Q: 3 clusters Score -8636576 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -8636646.000000 Penalty: 3620.742188
	Iteration 26Q: 3 clusters Score -8636646 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -8636721.000000 Penalty: 3620.742188
	Iteration 27Q: 3 clusters Score -8636721 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -8636798.000000 Penalty: 3620.742188
	Iteration 28Q: 3 clusters Score -8636798 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -8636866.000000 Penalty: 3620.742188
	Iteration 29Q: 3 clusters Score -8636866 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -8636927.000000 Penalty: 3620.742188
	Iteration 30Q: 3 clusters Score -8636927 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -8637041.000000 Penalty: 3620.742188
	Iteration 31Q: 3 clusters Score -8637041 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -8637167.000000 Penalty: 3620.742188
	Iteration 32Q: 3 clusters Score -8637167 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -8637294.000000 Penalty: 3620.742188
	Iteration 33Q: 3 clusters Score -8637294 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -8637413.000000 Penalty: 3620.742188
	Iteration 34Q: 3 clusters Score -8637413 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -8637661.000000 Penalty: 3620.742188
	Iteration 35Q: 3 clusters Score -8637661 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8637899.000000 Penalty: 3620.742188
	Iteration 36Q: 3 clusters Score -8637899 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -8638129.000000 Penalty: 3620.742188
	Iteration 37Q: 3 clusters Score -8638129 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -8638468.000000 Penalty: 3620.742188
	Iteration 38Q: 3 clusters Score -8638468 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -8638948.000000 Penalty: 3620.742188
	Iteration 39Q: 3 clusters Score -8638948 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -8639371.000000 Penalty: 3620.742188
	Iteration 40F: 3 clusters Score -8639371 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -8639912.000000 Penalty: 3620.742188
	Iteration 41Q: 3 clusters Score -8639912 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -8640452.000000 Penalty: 3620.742188
	Iteration 42Q: 3 clusters Score -8640452 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -8641089.000000 Penalty: 3620.742188
	Iteration 43Q: 3 clusters Score -8641089 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -8641835.000000 Penalty: 3620.742188
	Iteration 44Q: 3 clusters Score -8641835 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -8642677.000000 Penalty: 3620.742188
	Iteration 45Q: 3 clusters Score -8642677 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -8643495.000000 Penalty: 3620.742188
	Iteration 46Q: 3 clusters Score -8643495 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -8644291.000000 Penalty: 3620.742188
	Iteration 47Q: 3 clusters Score -8644291 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8645079.000000 Penalty: 3620.742188
	Iteration 48Q: 3 clusters Score -8645079 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8645788.000000 Penalty: 3620.742188
	Iteration 49Q: 3 clusters Score -8645788 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8646347.000000 Penalty: 3620.742188
	Iteration 50Q: 3 clusters Score -8646347 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8646783.000000 Penalty: 3620.742188
	Iteration 51Q: 3 clusters Score -8646783 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8647130.000000 Penalty: 3620.742188
	Iteration 52Q: 3 clusters Score -8647130 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8647335.000000 Penalty: 3620.742188
	Iteration 53Q: 3 clusters Score -8647335 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8647521.000000 Penalty: 3620.742188
	Iteration 54Q: 3 clusters Score -8647521 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8647641.000000 Penalty: 3620.742188
	Iteration 55Q: 3 clusters Score -8647641 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8647751.000000 Penalty: 3620.742188
	Iteration 56Q: 3 clusters Score -8647751 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8647819.000000 Penalty: 3620.742188
	Iteration 57Q: 3 clusters Score -8647819 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8647875.000000 Penalty: 3620.742188
	Iteration 58Q: 3 clusters Score -8647875 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8647892.000000 Penalty: 3620.742188
	Iteration 59Q: 3 clusters Score -8647892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8647923.000000 Penalty: 3620.742188
	Iteration 60F: 3 clusters Score -8647923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8647943.000000 Penalty: 3620.742188
	Iteration 61Q: 3 clusters Score -8647943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8647960.000000 Penalty: 3620.742188
	Iteration 62Q: 3 clusters Score -8647960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8647957.000000 Penalty: 3620.742188
	Iteration 63Q: 3 clusters Score -8647957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8647959.000000 Penalty: 3620.742188
	Iteration 64Q: 3 clusters Score -8647959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8647995.000000 Penalty: 3620.742188
	Iteration 65Q: 3 clusters Score -8647995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8648008.000000 Penalty: 3620.742188
	Iteration 66Q: 3 clusters Score -8648008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8648028.000000 Penalty: 3620.742188
	Iteration 67Q: 3 clusters Score -8648028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8648047.000000 Penalty: 3620.742188
	Iteration 68Q: 3 clusters Score -8648047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8648063.000000 Penalty: 3620.742188
	Iteration 69Q: 3 clusters Score -8648063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8648063.000000 Penalty: 3620.742188
	Iteration 70Q: 3 clusters Score -8648063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8648076.000000 Penalty: 3620.742188
	Iteration 71Q: 3 clusters Score -8648076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8648070.000000 Penalty: 3620.742188
	Iteration 72Q: 3 clusters Score -8648070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8648080.000000 Penalty: 3620.742188
	Iteration 73Q: 3 clusters Score -8648080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8648093.000000 Penalty: 3620.742188
	Iteration 74Q: 3 clusters Score -8648093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8648102.000000 Penalty: 3620.742188
	Iteration 75Q: 3 clusters Score -8648102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8648100.000000 Penalty: 3620.742188
	Iteration 76Q: 3 clusters Score -8648100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8648098.000000 Penalty: 3620.742188
	Iteration 77Q: 3 clusters Score -8648098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8648096.000000 Penalty: 3620.742188
	Iteration 78Q: 3 clusters Score -8648096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8648111.000000 Penalty: 3620.742188
	Iteration 79Q: 3 clusters Score -8648111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8648115.000000 Penalty: 3620.742188
	Iteration 80F: 3 clusters Score -8648115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8648112.000000 Penalty: 3620.742188
	Iteration 81Q: 3 clusters Score -8648112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8648115.000000 Penalty: 3620.742188
	Iteration 82Q: 3 clusters Score -8648115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8648119.000000 Penalty: 3620.742188
	Iteration 83Q: 3 clusters Score -8648119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8648126.000000 Penalty: 3620.742188
	Iteration 84Q: 3 clusters Score -8648126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8648131.000000 Penalty: 3620.742188
	Iteration 85Q: 3 clusters Score -8648131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8648133.000000 Penalty: 3620.742188
	Iteration 86Q: 3 clusters Score -8648133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8648133.000000 Penalty: 3620.742188
	Iteration 87Q: 3 clusters Score -8648133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8648136.000000 Penalty: 3620.742188
	Iteration 88Q: 3 clusters Score -8648136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8648133.000000 Penalty: 3620.742188
	Iteration 89Q: 3 clusters Score -8648133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8648133.000000 Penalty: 3620.742188
	Iteration 90Q: 3 clusters Score -8648133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8648133.000000 Penalty: 3620.742188
	Iteration 91Q: 3 clusters Score -8648133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8648134.000000 Penalty: 3620.742188
	Iteration 92Q: 3 clusters Score -8648134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8648134.000000 Penalty: 3620.742188
	Iteration 93F: 3 clusters Score -8648134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Entering Unmasked Estep 
Score: -1903680.375000 Penalty: 1567.266602
	Iteration 0F: 2 clusters Score -1903680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1893027.125000 Penalty: 3134.533203
	Iteration 0F: 3 clusters Score -1893027 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1896648.000000 Penalty: 3134.533203
	Iteration 1F: 3 clusters Score -1896648 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1896966.375000 Penalty: 3134.533203
	Iteration 2F: 3 clusters Score -1896966 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1897320.500000 Penalty: 3134.533203
	Iteration 3Q: 3 clusters Score -1897320 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1897775.750000 Penalty: 3134.533203
	Iteration 4F: 3 clusters Score -1897776 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1898330.500000 Penalty: 3134.533203
	Iteration 5F: 3 clusters Score -1898330 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1899031.875000 Penalty: 3134.533203
	Iteration 6F: 3 clusters Score -1899032 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1899927.375000 Penalty: 3134.533203
	Iteration 7F: 3 clusters Score -1899927 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1900803.500000 Penalty: 3134.533203
	Iteration 8F: 3 clusters Score -1900804 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1901485.375000 Penalty: 3134.533203
	Iteration 9Q: 3 clusters Score -1901485 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1901895.125000 Penalty: 3134.533203
	Iteration 10Q: 3 clusters Score -1901895 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1902081.625000 Penalty: 3134.533203
	Iteration 11Q: 3 clusters Score -1902082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1902189.125000 Penalty: 3134.533203
	Iteration 12Q: 3 clusters Score -1902189 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1902246.500000 Penalty: 3134.533203
	Iteration 13Q: 3 clusters Score -1902246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1902264.125000 Penalty: 3134.533203
	Iteration 14Q: 3 clusters Score -1902264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1902279.875000 Penalty: 3134.533203
	Iteration 15Q: 3 clusters Score -1902280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1902287.750000 Penalty: 3134.533203
	Iteration 16Q: 3 clusters Score -1902288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1902293.875000 Penalty: 3134.533203
	Iteration 17Q: 3 clusters Score -1902294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1902302.500000 Penalty: 3134.533203
	Iteration 18Q: 3 clusters Score -1902302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1902305.750000 Penalty: 3134.533203
	Iteration 19Q: 3 clusters Score -1902306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1902306.750000 Penalty: 3134.533203
	Iteration 20F: 3 clusters Score -1902307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1902307.250000 Penalty: 3134.533203
	Iteration 21Q: 3 clusters Score -1902307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1902307.250000 Penalty: 3134.533203
	Iteration 22F: 3 clusters Score -1902307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Entering Unmasked Estep 
Score: -365810.093750 Penalty: 1305.522095
	Iteration 0F: 2 clusters Score -365810.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -363042.562500 Penalty: 2611.044189
	Iteration 0F: 3 clusters Score -363042.6 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -363752.937500 Penalty: 2611.044189
	Iteration 1F: 3 clusters Score -363752.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -363926.187500 Penalty: 2611.044189
	Iteration 2F: 3 clusters Score -363926.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -364020.687500 Penalty: 2611.044189
	Iteration 3Q: 3 clusters Score -364020.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -364089.687500 Penalty: 2611.044189
	Iteration 4Q: 3 clusters Score -364089.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -364149.031250 Penalty: 2611.044189
	Iteration 5Q: 3 clusters Score -364149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -364206.250000 Penalty: 2611.044189
	Iteration 6Q: 3 clusters Score -364206.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -364247.468750 Penalty: 2611.044189
	Iteration 7Q: 3 clusters Score -364247.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -364300.343750 Penalty: 2611.044189
	Iteration 8Q: 3 clusters Score -364300.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -364348.218750 Penalty: 2611.044189
	Iteration 9Q: 3 clusters Score -364348.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -364405.968750 Penalty: 2611.044189
	Iteration 10Q: 3 clusters Score -364406 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -364478.093750 Penalty: 2611.044189
	Iteration 11Q: 3 clusters Score -364478.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -364601.750000 Penalty: 2611.044189
	Iteration 12Q: 3 clusters Score -364601.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -364769.281250 Penalty: 2611.044189
	Iteration 13Q: 3 clusters Score -364769.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -364886.312500 Penalty: 2611.044189
	Iteration 14Q: 3 clusters Score -364886.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364975.593750 Penalty: 2611.044189
	Iteration 15Q: 3 clusters Score -364975.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -365026.843750 Penalty: 2611.044189
	Iteration 16Q: 3 clusters Score -365026.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -365061.687500 Penalty: 2611.044189
	Iteration 17Q: 3 clusters Score -365061.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -365083.531250 Penalty: 2611.044189
	Iteration 18Q: 3 clusters Score -365083.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -365097.781250 Penalty: 2611.044189
	Iteration 19Q: 3 clusters Score -365097.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -365105.687500 Penalty: 2611.044189
	Iteration 20F: 3 clusters Score -365105.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -365112.468750 Penalty: 2611.044189
	Iteration 21Q: 3 clusters Score -365112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -365115.343750 Penalty: 2611.044189
	Iteration 22Q: 3 clusters Score -365115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -365117.375000 Penalty: 2611.044189
	Iteration 23Q: 3 clusters Score -365117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -365118.750000 Penalty: 2611.044189
	Iteration 24Q: 3 clusters Score -365118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -365120.125000 Penalty: 2611.044189
	Iteration 25Q: 3 clusters Score -365120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -365121.125000 Penalty: 2611.044189
	Iteration 26Q: 3 clusters Score -365121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -365121.093750 Penalty: 2611.044189
	Iteration 27Q: 3 clusters Score -365121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -365121.062500 Penalty: 2611.044189
	Iteration 28Q: 3 clusters Score -365121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -365122.062500 Penalty: 2611.044189
	Iteration 29Q: 3 clusters Score -365122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -365121.875000 Penalty: 2611.044189
	Iteration 30Q: 3 clusters Score -365121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -365121.875000 Penalty: 2611.044189
	Iteration 31F: 3 clusters Score -365121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Entering Unmasked Estep 
Score: -5975051.000000 Penalty: 1748.597656
	Iteration 0F: 2 clusters Score -5975051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -5943659.000000 Penalty: 3497.195312
	Iteration 0F: 3 clusters Score -5943659 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -5956167.000000 Penalty: 3497.195312
	Iteration 1F: 3 clusters Score -5956167 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -5956620.500000 Penalty: 3497.195312
	Iteration 2Q: 3 clusters Score -5956620 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -5957209.000000 Penalty: 3497.195312
	Iteration 3Q: 3 clusters Score -5957209 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -5958017.500000 Penalty: 3497.195312
	Iteration 4Q: 3 clusters Score -5958018 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -5959050.500000 Penalty: 3497.195312
	Iteration 5Q: 3 clusters Score -5959050 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -5960645.500000 Penalty: 3497.195312
	Iteration 6F: 3 clusters Score -5960646 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -5962815.500000 Penalty: 3497.195312
	Iteration 7F: 3 clusters Score -5962816 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -5965423.500000 Penalty: 3497.195312
	Iteration 8F: 3 clusters Score -5965424 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5968070.500000 Penalty: 3497.195312
	Iteration 9F: 3 clusters Score -5968070 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5970217.000000 Penalty: 3497.195312
	Iteration 10Q: 3 clusters Score -5970217 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5971499.500000 Penalty: 3497.195312
	Iteration 11Q: 3 clusters Score -5971500 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -5972144.000000 Penalty: 3497.195312
	Iteration 12Q: 3 clusters Score -5972144 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -5972465.000000 Penalty: 3497.195312
	Iteration 13Q: 3 clusters Score -5972465 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -5972656.000000 Penalty: 3497.195312
	Iteration 14Q: 3 clusters Score -5972656 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5972758.500000 Penalty: 3497.195312
	Iteration 15Q: 3 clusters Score -5972758 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5972848.000000 Penalty: 3497.195312
	Iteration 16Q: 3 clusters Score -5972848 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -5972905.000000 Penalty: 3497.195312
	Iteration 17Q: 3 clusters Score -5972905 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -5972977.500000 Penalty: 3497.195312
	Iteration 18Q: 3 clusters Score -5972978 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5973052.000000 Penalty: 3497.195312
	Iteration 19Q: 3 clusters Score -5973052 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -5973104.500000 Penalty: 3497.195312
	Iteration 20F: 3 clusters Score -5973104 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -5973148.500000 Penalty: 3497.195312
	Iteration 21Q: 3 clusters Score -5973148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5973178.500000 Penalty: 3497.195312
	Iteration 22Q: 3 clusters Score -5973178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -5973205.500000 Penalty: 3497.195312
	Iteration 23Q: 3 clusters Score -5973206 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -5973223.500000 Penalty: 3497.195312
	Iteration 24Q: 3 clusters Score -5973224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -5973246.000000 Penalty: 3497.195312
	Iteration 25Q: 3 clusters Score -5973246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5973273.000000 Penalty: 3497.195312
	Iteration 26Q: 3 clusters Score -5973273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -5973288.500000 Penalty: 3497.195312
	Iteration 27Q: 3 clusters Score -5973288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5973298.000000 Penalty: 3497.195312
	Iteration 28Q: 3 clusters Score -5973298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -5973326.000000 Penalty: 3497.195312
	Iteration 29Q: 3 clusters Score -5973326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -5973341.500000 Penalty: 3497.195312
	Iteration 30Q: 3 clusters Score -5973342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -5973349.500000 Penalty: 3497.195312
	Iteration 31Q: 3 clusters Score -5973350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -5973364.000000 Penalty: 3497.195312
	Iteration 32Q: 3 clusters Score -5973364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -5973366.000000 Penalty: 3497.195312
	Iteration 33Q: 3 clusters Score -5973366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -5973370.000000 Penalty: 3497.195312
	Iteration 34Q: 3 clusters Score -5973370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -5973383.500000 Penalty: 3497.195312
	Iteration 35Q: 3 clusters Score -5973384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -5973408.000000 Penalty: 3497.195312
	Iteration 36Q: 3 clusters Score -5973408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -5973439.000000 Penalty: 3497.195312
	Iteration 37Q: 3 clusters Score -5973439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -5973449.000000 Penalty: 3497.195312
	Iteration 38Q: 3 clusters Score -5973449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -5973453.000000 Penalty: 3497.195312
	Iteration 39Q: 3 clusters Score -5973453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -5973457.500000 Penalty: 3497.195312
	Iteration 40F: 3 clusters Score -5973458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5973459.000000 Penalty: 3497.195312
	Iteration 41Q: 3 clusters Score -5973459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -5973461.000000 Penalty: 3497.195312
	Iteration 42Q: 3 clusters Score -5973461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -5973468.500000 Penalty: 3497.195312
	Iteration 43Q: 3 clusters Score -5973468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -5973474.500000 Penalty: 3497.195312
	Iteration 44Q: 3 clusters Score -5973474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -5973475.500000 Penalty: 3497.195312
	Iteration 45Q: 3 clusters Score -5973476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5973485.500000 Penalty: 3497.195312
	Iteration 46Q: 3 clusters Score -5973486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -5973488.500000 Penalty: 3497.195312
	Iteration 47Q: 3 clusters Score -5973488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -5973488.500000 Penalty: 3497.195312
	Iteration 48Q: 3 clusters Score -5973488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -5973503.000000 Penalty: 3497.195312
	Iteration 49Q: 3 clusters Score -5973503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -5973507.500000 Penalty: 3497.195312
	Iteration 50Q: 3 clusters Score -5973508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -5973519.000000 Penalty: 3497.195312
	Iteration 51Q: 3 clusters Score -5973519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -5973514.000000 Penalty: 3497.195312
	Iteration 52Q: 3 clusters Score -5973514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -5973513.000000 Penalty: 3497.195312
	Iteration 53Q: 3 clusters Score -5973513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -5973516.000000 Penalty: 3497.195312
	Iteration 54Q: 3 clusters Score -5973516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -5973519.000000 Penalty: 3497.195312
	Iteration 55Q: 3 clusters Score -5973519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -5973521.500000 Penalty: 3497.195312
	Iteration 56Q: 3 clusters Score -5973522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -5973524.500000 Penalty: 3497.195312
	Iteration 57Q: 3 clusters Score -5973524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -5973527.500000 Penalty: 3497.195312
	Iteration 58Q: 3 clusters Score -5973528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5973526.000000 Penalty: 3497.195312
	Iteration 59Q: 3 clusters Score -5973526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -5973526.500000 Penalty: 3497.195312
	Iteration 60F: 3 clusters Score -5973526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -5973522.500000 Penalty: 3497.195312
	Iteration 61Q: 3 clusters Score -5973522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5973525.500000 Penalty: 3497.195312
	Iteration 62Q: 3 clusters Score -5973526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5973528.500000 Penalty: 3497.195312
	Iteration 63Q: 3 clusters Score -5973528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -5973531.500000 Penalty: 3497.195312
	Iteration 64Q: 3 clusters Score -5973532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -5973534.500000 Penalty: 3497.195312
	Iteration 65Q: 3 clusters Score -5973534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5973539.000000 Penalty: 3497.195312
	Iteration 66Q: 3 clusters Score -5973539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -5973543.000000 Penalty: 3497.195312
	Iteration 67Q: 3 clusters Score -5973543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -5973540.000000 Penalty: 3497.195312
	Iteration 68Q: 3 clusters Score -5973540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -5973543.000000 Penalty: 3497.195312
	Iteration 69Q: 3 clusters Score -5973543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -5973543.000000 Penalty: 3497.195312
	Iteration 70F: 3 clusters Score -5973543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Entering Unmasked Estep 
Score: -7193409.000000 Penalty: 1775.783325
	Iteration 0F: 2 clusters Score -7193409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -7157315.500000 Penalty: 3551.566650
	Iteration 0F: 3 clusters Score -7157316 nChanged 26118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -7172499.000000 Penalty: 3551.566650
	Iteration 1F: 3 clusters Score -7172499 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -7173174.500000 Penalty: 3551.566650
	Iteration 2Q: 3 clusters Score -7173174 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -7174224.000000 Penalty: 3551.566650
	Iteration 3Q: 3 clusters Score -7174224 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -7175813.500000 Penalty: 3551.566650
	Iteration 4F: 3 clusters Score -7175814 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -7178404.500000 Penalty: 3551.566650
	Iteration 5F: 3 clusters Score -7178404 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -7182021.500000 Penalty: 3551.566650
	Iteration 6F: 3 clusters Score -7182022 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -7185524.000000 Penalty: 3551.566650
	Iteration 7F: 3 clusters Score -7185524 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -7188041.000000 Penalty: 3551.566650
	Iteration 8F: 3 clusters Score -7188041 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7189710.000000 Penalty: 3551.566650
	Iteration 9Q: 3 clusters Score -7189710 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7190652.500000 Penalty: 3551.566650
	Iteration 10Q: 3 clusters Score -7190652 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7191218.000000 Penalty: 3551.566650
	Iteration 11Q: 3 clusters Score -7191218 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7191533.500000 Penalty: 3551.566650
	Iteration 12Q: 3 clusters Score -7191534 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7191716.000000 Penalty: 3551.566650
	Iteration 13Q: 3 clusters Score -7191716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7191816.500000 Penalty: 3551.566650
	Iteration 14Q: 3 clusters Score -7191816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7191887.500000 Penalty: 3551.566650
	Iteration 15Q: 3 clusters Score -7191888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7191923.000000 Penalty: 3551.566650
	Iteration 16Q: 3 clusters Score -7191923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7191942.500000 Penalty: 3551.566650
	Iteration 17Q: 3 clusters Score -7191942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7191959.500000 Penalty: 3551.566650
	Iteration 18Q: 3 clusters Score -7191960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7191964.000000 Penalty: 3551.566650
	Iteration 19Q: 3 clusters Score -7191964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7191969.000000 Penalty: 3551.566650
	Iteration 20F: 3 clusters Score -7191969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7191976.500000 Penalty: 3551.566650
	Iteration 21Q: 3 clusters Score -7191976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7191983.000000 Penalty: 3551.566650
	Iteration 22Q: 3 clusters Score -7191983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7191986.500000 Penalty: 3551.566650
	Iteration 23Q: 3 clusters Score -7191986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7191993.500000 Penalty: 3551.566650
	Iteration 24Q: 3 clusters Score -7191994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7191996.500000 Penalty: 3551.566650
	Iteration 25Q: 3 clusters Score -7191996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7192000.000000 Penalty: 3551.566650
	Iteration 26Q: 3 clusters Score -7192000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7191998.000000 Penalty: 3551.566650
	Iteration 27Q: 3 clusters Score -7191998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7192002.000000 Penalty: 3551.566650
	Iteration 28Q: 3 clusters Score -7192002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7192010.000000 Penalty: 3551.566650
	Iteration 29Q: 3 clusters Score -7192010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7192010.000000 Penalty: 3551.566650
	Iteration 30F: 3 clusters Score -7192010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Entering Unmasked Estep 
Score: -5868004.000000 Penalty: 1743.679443
	Iteration 0F: 2 clusters Score -5868004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -5837624.000000 Penalty: 3487.358887
	Iteration 0F: 3 clusters Score -5837624 nChanged 21377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -5849549.500000 Penalty: 3487.358887
	Iteration 1F: 3 clusters Score -5849550 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -5849936.500000 Penalty: 3487.358887
	Iteration 2Q: 3 clusters Score -5849936 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5850357.000000 Penalty: 3487.358887
	Iteration 3Q: 3 clusters Score -5850357 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -5850697.500000 Penalty: 3487.358887
	Iteration 4Q: 3 clusters Score -5850698 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -5851095.000000 Penalty: 3487.358887
	Iteration 5Q: 3 clusters Score -5851095 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5851628.000000 Penalty: 3487.358887
	Iteration 6Q: 3 clusters Score -5851628 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -5852284.000000 Penalty: 3487.358887
	Iteration 7Q: 3 clusters Score -5852284 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -5853245.500000 Penalty: 3487.358887
	Iteration 8Q: 3 clusters Score -5853246 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -5854702.000000 Penalty: 3487.358887
	Iteration 9F: 3 clusters Score -5854702 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5856559.000000 Penalty: 3487.358887
	Iteration 10F: 3 clusters Score -5856559 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -5857990.500000 Penalty: 3487.358887
	Iteration 11F: 3 clusters Score -5857990 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5858598.000000 Penalty: 3487.358887
	Iteration 12Q: 3 clusters Score -5858598 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5858783.500000 Penalty: 3487.358887
	Iteration 13Q: 3 clusters Score -5858784 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -5858842.000000 Penalty: 3487.358887
	Iteration 14Q: 3 clusters Score -5858842 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -5858899.000000 Penalty: 3487.358887
	Iteration 15Q: 3 clusters Score -5858899 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5858951.000000 Penalty: 3487.358887
	Iteration 16Q: 3 clusters Score -5858951 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5859016.500000 Penalty: 3487.358887
	Iteration 17Q: 3 clusters Score -5859016 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -5859051.000000 Penalty: 3487.358887
	Iteration 18Q: 3 clusters Score -5859051 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5859049.500000 Penalty: 3487.358887
	Iteration 19Q: 3 clusters Score -5859050 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5859134.500000 Penalty: 3487.358887
	Iteration 20F: 3 clusters Score -5859134 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5859192.000000 Penalty: 3487.358887
	Iteration 21Q: 3 clusters Score -5859192 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -5859266.500000 Penalty: 3487.358887
	Iteration 22Q: 3 clusters Score -5859266 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5859338.500000 Penalty: 3487.358887
	Iteration 23Q: 3 clusters Score -5859338 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -5859411.000000 Penalty: 3487.358887
	Iteration 24Q: 3 clusters Score -5859411 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5859505.000000 Penalty: 3487.358887
	Iteration 25Q: 3 clusters Score -5859505 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -5859609.500000 Penalty: 3487.358887
	Iteration 26Q: 3 clusters Score -5859610 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -5859738.000000 Penalty: 3487.358887
	Iteration 27Q: 3 clusters Score -5859738 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -5859880.000000 Penalty: 3487.358887
	Iteration 28Q: 3 clusters Score -5859880 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -5860035.500000 Penalty: 3487.358887
	Iteration 29Q: 3 clusters Score -5860036 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -5860233.500000 Penalty: 3487.358887
	Iteration 30Q: 3 clusters Score -5860234 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -5860488.000000 Penalty: 3487.358887
	Iteration 31Q: 3 clusters Score -5860488 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -5860776.500000 Penalty: 3487.358887
	Iteration 32Q: 3 clusters Score -5860776 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -5861122.500000 Penalty: 3487.358887
	Iteration 33Q: 3 clusters Score -5861122 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -5861500.000000 Penalty: 3487.358887
	Iteration 34Q: 3 clusters Score -5861500 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -5861880.000000 Penalty: 3487.358887
	Iteration 35Q: 3 clusters Score -5861880 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -5862335.000000 Penalty: 3487.358887
	Iteration 36Q: 3 clusters Score -5862335 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -5862771.000000 Penalty: 3487.358887
	Iteration 37Q: 3 clusters Score -5862771 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5863267.500000 Penalty: 3487.358887
	Iteration 38Q: 3 clusters Score -5863268 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5863790.000000 Penalty: 3487.358887
	Iteration 39Q: 3 clusters Score -5863790 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5864397.500000 Penalty: 3487.358887
	Iteration 40F: 3 clusters Score -5864398 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5864979.500000 Penalty: 3487.358887
	Iteration 41Q: 3 clusters Score -5864980 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5865429.000000 Penalty: 3487.358887
	Iteration 42Q: 3 clusters Score -5865429 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5865794.500000 Penalty: 3487.358887
	Iteration 43Q: 3 clusters Score -5865794 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5866010.500000 Penalty: 3487.358887
	Iteration 44Q: 3 clusters Score -5866010 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5866183.500000 Penalty: 3487.358887
	Iteration 45Q: 3 clusters Score -5866184 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5866280.500000 Penalty: 3487.358887
	Iteration 46Q: 3 clusters Score -5866280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5866340.500000 Penalty: 3487.358887
	Iteration 47Q: 3 clusters Score -5866340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5866379.000000 Penalty: 3487.358887
	Iteration 48Q: 3 clusters Score -5866379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5866415.500000 Penalty: 3487.358887
	Iteration 49Q: 3 clusters Score -5866416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5866438.500000 Penalty: 3487.358887
	Iteration 50Q: 3 clusters Score -5866438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5866443.000000 Penalty: 3487.358887
	Iteration 51Q: 3 clusters Score -5866443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5866457.000000 Penalty: 3487.358887
	Iteration 52Q: 3 clusters Score -5866457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5866473.000000 Penalty: 3487.358887
	Iteration 53Q: 3 clusters Score -5866473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5866485.000000 Penalty: 3487.358887
	Iteration 54Q: 3 clusters Score -5866485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5866482.500000 Penalty: 3487.358887
	Iteration 55Q: 3 clusters Score -5866482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5866488.500000 Penalty: 3487.358887
	Iteration 56Q: 3 clusters Score -5866488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5866493.000000 Penalty: 3487.358887
	Iteration 57Q: 3 clusters Score -5866493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5866496.500000 Penalty: 3487.358887
	Iteration 58Q: 3 clusters Score -5866496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5866498.500000 Penalty: 3487.358887
	Iteration 59Q: 3 clusters Score -5866498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5866500.500000 Penalty: 3487.358887
	Iteration 60F: 3 clusters Score -5866500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5866504.000000 Penalty: 3487.358887
	Iteration 61Q: 3 clusters Score -5866504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5866512.000000 Penalty: 3487.358887
	Iteration 62Q: 3 clusters Score -5866512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5866507.500000 Penalty: 3487.358887
	Iteration 63Q: 3 clusters Score -5866508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5866515.500000 Penalty: 3487.358887
	Iteration 64Q: 3 clusters Score -5866516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5866521.500000 Penalty: 3487.358887
	Iteration 65Q: 3 clusters Score -5866522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5866524.000000 Penalty: 3487.358887
	Iteration 66Q: 3 clusters Score -5866524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5866527.000000 Penalty: 3487.358887
	Iteration 67Q: 3 clusters Score -5866527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5866527.000000 Penalty: 3487.358887
	Iteration 68F: 3 clusters Score -5866527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -14519.591797 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -14519.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14005.275391 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -14005.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14193.470703 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -14193.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14350.839844 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -14350.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14441.694336 Penalty: 1687.711060
	Iteration 3F: 3 clusters Score -14441.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14510.297852 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -14510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14514.126953 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -14514.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14514.126953 Penalty: 1687.711060
	Iteration 6F: 3 clusters Score -14514.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Entering Unmasked Estep 
Score: -1088274.500000 Penalty: 1469.216064
	Iteration 0F: 2 clusters Score -1088274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1082078.000000 Penalty: 2938.432129
	Iteration 0F: 3 clusters Score -1082078 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1084067.875000 Penalty: 2938.432129
	Iteration 1F: 3 clusters Score -1084068 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1084324.000000 Penalty: 2938.432129
	Iteration 2F: 3 clusters Score -1084324 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1084535.500000 Penalty: 2938.432129
	Iteration 3F: 3 clusters Score -1084536 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1084735.250000 Penalty: 2938.432129
	Iteration 4Q: 3 clusters Score -1084735 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1084934.125000 Penalty: 2938.432129
	Iteration 5Q: 3 clusters Score -1084934 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1085138.375000 Penalty: 2938.432129
	Iteration 6Q: 3 clusters Score -1085138 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1085354.000000 Penalty: 2938.432129
	Iteration 7Q: 3 clusters Score -1085354 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1085543.375000 Penalty: 2938.432129
	Iteration 8Q: 3 clusters Score -1085543 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1085732.125000 Penalty: 2938.432129
	Iteration 9Q: 3 clusters Score -1085732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1085926.500000 Penalty: 2938.432129
	Iteration 10Q: 3 clusters Score -1085926 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1086073.125000 Penalty: 2938.432129
	Iteration 11Q: 3 clusters Score -1086073 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1086170.875000 Penalty: 2938.432129
	Iteration 12Q: 3 clusters Score -1086171 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1086250.250000 Penalty: 2938.432129
	Iteration 13Q: 3 clusters Score -1086250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1086297.000000 Penalty: 2938.432129
	Iteration 14Q: 3 clusters Score -1086297 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1086337.750000 Penalty: 2938.432129
	Iteration 15Q: 3 clusters Score -1086338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1086366.125000 Penalty: 2938.432129
	Iteration 16Q: 3 clusters Score -1086366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1086383.375000 Penalty: 2938.432129
	Iteration 17Q: 3 clusters Score -1086383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1086397.875000 Penalty: 2938.432129
	Iteration 18Q: 3 clusters Score -1086398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1086415.500000 Penalty: 2938.432129
	Iteration 19Q: 3 clusters Score -1086416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1086434.250000 Penalty: 2938.432129
	Iteration 20F: 3 clusters Score -1086434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1086452.125000 Penalty: 2938.432129
	Iteration 21Q: 3 clusters Score -1086452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1086466.250000 Penalty: 2938.432129
	Iteration 22Q: 3 clusters Score -1086466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1086480.000000 Penalty: 2938.432129
	Iteration 23Q: 3 clusters Score -1086480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1086493.500000 Penalty: 2938.432129
	Iteration 24Q: 3 clusters Score -1086494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1086504.250000 Penalty: 2938.432129
	Iteration 25Q: 3 clusters Score -1086504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1086517.125000 Penalty: 2938.432129
	Iteration 26Q: 3 clusters Score -1086517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1086529.125000 Penalty: 2938.432129
	Iteration 27Q: 3 clusters Score -1086529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1086541.125000 Penalty: 2938.432129
	Iteration 28Q: 3 clusters Score -1086541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1086553.250000 Penalty: 2938.432129
	Iteration 29Q: 3 clusters Score -1086553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1086558.125000 Penalty: 2938.432129
	Iteration 30Q: 3 clusters Score -1086558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1086564.250000 Penalty: 2938.432129
	Iteration 31Q: 3 clusters Score -1086564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1086573.875000 Penalty: 2938.432129
	Iteration 32Q: 3 clusters Score -1086574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1086581.750000 Penalty: 2938.432129
	Iteration 33Q: 3 clusters Score -1086582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1086591.625000 Penalty: 2938.432129
	Iteration 34Q: 3 clusters Score -1086592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1086598.875000 Penalty: 2938.432129
	Iteration 35Q: 3 clusters Score -1086599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1086602.375000 Penalty: 2938.432129
	Iteration 36Q: 3 clusters Score -1086602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1086606.875000 Penalty: 2938.432129
	Iteration 37Q: 3 clusters Score -1086607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1086611.125000 Penalty: 2938.432129
	Iteration 38Q: 3 clusters Score -1086611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1086615.750000 Penalty: 2938.432129
	Iteration 39Q: 3 clusters Score -1086616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1086618.875000 Penalty: 2938.432129
	Iteration 40F: 3 clusters Score -1086619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1086622.625000 Penalty: 2938.432129
	Iteration 41Q: 3 clusters Score -1086623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1086625.375000 Penalty: 2938.432129
	Iteration 42Q: 3 clusters Score -1086625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1086631.500000 Penalty: 2938.432129
	Iteration 43Q: 3 clusters Score -1086632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1086638.875000 Penalty: 2938.432129
	Iteration 44Q: 3 clusters Score -1086639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1086642.125000 Penalty: 2938.432129
	Iteration 45Q: 3 clusters Score -1086642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1086644.500000 Penalty: 2938.432129
	Iteration 46Q: 3 clusters Score -1086644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1086646.500000 Penalty: 2938.432129
	Iteration 47Q: 3 clusters Score -1086646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1086648.500000 Penalty: 2938.432129
	Iteration 48Q: 3 clusters Score -1086648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1086652.250000 Penalty: 2938.432129
	Iteration 49Q: 3 clusters Score -1086652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1086657.375000 Penalty: 2938.432129
	Iteration 50Q: 3 clusters Score -1086657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1086663.750000 Penalty: 2938.432129
	Iteration 51Q: 3 clusters Score -1086664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1086666.625000 Penalty: 2938.432129
	Iteration 52Q: 3 clusters Score -1086667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1086668.250000 Penalty: 2938.432129
	Iteration 53Q: 3 clusters Score -1086668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1086672.000000 Penalty: 2938.432129
	Iteration 54Q: 3 clusters Score -1086672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1086677.375000 Penalty: 2938.432129
	Iteration 55Q: 3 clusters Score -1086677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1086679.000000 Penalty: 2938.432129
	Iteration 56Q: 3 clusters Score -1086679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1086684.750000 Penalty: 2938.432129
	Iteration 57Q: 3 clusters Score -1086685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1086687.750000 Penalty: 2938.432129
	Iteration 58Q: 3 clusters Score -1086688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1086692.875000 Penalty: 2938.432129
	Iteration 59Q: 3 clusters Score -1086693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1086695.500000 Penalty: 2938.432129
	Iteration 60F: 3 clusters Score -1086696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1086697.625000 Penalty: 2938.432129
	Iteration 61Q: 3 clusters Score -1086698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1086700.125000 Penalty: 2938.432129
	Iteration 62Q: 3 clusters Score -1086700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1086700.750000 Penalty: 2938.432129
	Iteration 63Q: 3 clusters Score -1086701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1086700.875000 Penalty: 2938.432129
	Iteration 64Q: 3 clusters Score -1086701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1086700.125000 Penalty: 2938.432129
	Iteration 65Q: 3 clusters Score -1086700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1086700.750000 Penalty: 2938.432129
	Iteration 66Q: 3 clusters Score -1086701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1086700.750000 Penalty: 2938.432129
	Iteration 67F: 3 clusters Score -1086701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -73202.031250 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -73202.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72045.117188 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -72045.12 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72329.062500 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -72329.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72433.539062 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -72433.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72506.367188 Penalty: 2101.497070
	Iteration 3F: 3 clusters Score -72506.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72560.226562 Penalty: 2101.497070
	Iteration 4Q: 3 clusters Score -72560.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72630.515625 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -72630.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -72679.781250 Penalty: 2101.497070
	Iteration 6Q: 3 clusters Score -72679.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72704.359375 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -72704.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72729.390625 Penalty: 2101.497070
	Iteration 8Q: 3 clusters Score -72729.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72761.421875 Penalty: 2101.497070
	Iteration 9Q: 3 clusters Score -72761.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72794.882812 Penalty: 2101.497070
	Iteration 10Q: 3 clusters Score -72794.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72814.414062 Penalty: 2101.497070
	Iteration 11Q: 3 clusters Score -72814.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72858.398438 Penalty: 2101.497070
	Iteration 12Q: 3 clusters Score -72858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72898.710938 Penalty: 2101.497070
	Iteration 13Q: 3 clusters Score -72898.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -72945.218750 Penalty: 2101.497070
	Iteration 14Q: 3 clusters Score -72945.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72958.531250 Penalty: 2101.497070
	Iteration 15Q: 3 clusters Score -72958.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72986.242188 Penalty: 2101.497070
	Iteration 16Q: 3 clusters Score -72986.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73040.218750 Penalty: 2101.497070
	Iteration 17Q: 3 clusters Score -73040.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73050.000000 Penalty: 2101.497070
	Iteration 18Q: 3 clusters Score -73050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73051.914062 Penalty: 2101.497070
	Iteration 19Q: 3 clusters Score -73051.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -73081.421875 Penalty: 2101.497070
	Iteration 20F: 3 clusters Score -73081.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73111.875000 Penalty: 2101.497070
	Iteration 21Q: 3 clusters Score -73111.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -73124.421875 Penalty: 2101.497070
	Iteration 22Q: 3 clusters Score -73124.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73132.140625 Penalty: 2101.497070
	Iteration 23Q: 3 clusters Score -73132.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73134.695312 Penalty: 2101.497070
	Iteration 24Q: 3 clusters Score -73134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73135.156250 Penalty: 2101.497070
	Iteration 25Q: 3 clusters Score -73135.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73135.156250 Penalty: 2101.497070
	Iteration 26F: 3 clusters Score -73135.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Entering Unmasked Estep 
Score: -3986513.000000 Penalty: 1682.424927
	Iteration 0F: 2 clusters Score -3986513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3965611.000000 Penalty: 3364.849854
	Iteration 0F: 3 clusters Score -3965611 nChanged 14324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3973444.500000 Penalty: 3364.849854
	Iteration 1F: 3 clusters Score -3973444 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3973892.250000 Penalty: 3364.849854
	Iteration 2Q: 3 clusters Score -3973892 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3974502.250000 Penalty: 3364.849854
	Iteration 3Q: 3 clusters Score -3974502 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3975167.500000 Penalty: 3364.849854
	Iteration 4Q: 3 clusters Score -3975168 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3975921.250000 Penalty: 3364.849854
	Iteration 5Q: 3 clusters Score -3975921 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3976815.250000 Penalty: 3364.849854
	Iteration 6Q: 3 clusters Score -3976815 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3977933.750000 Penalty: 3364.849854
	Iteration 7F: 3 clusters Score -3977934 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -3979253.500000 Penalty: 3364.849854
	Iteration 8F: 3 clusters Score -3979254 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3980661.750000 Penalty: 3364.849854
	Iteration 9F: 3 clusters Score -3980662 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3981920.250000 Penalty: 3364.849854
	Iteration 10Q: 3 clusters Score -3981920 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3982855.250000 Penalty: 3364.849854
	Iteration 11Q: 3 clusters Score -3982855 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3983487.250000 Penalty: 3364.849854
	Iteration 12Q: 3 clusters Score -3983487 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3983907.000000 Penalty: 3364.849854
	Iteration 13Q: 3 clusters Score -3983907 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3984187.750000 Penalty: 3364.849854
	Iteration 14Q: 3 clusters Score -3984188 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3984399.000000 Penalty: 3364.849854
	Iteration 15Q: 3 clusters Score -3984399 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3984544.250000 Penalty: 3364.849854
	Iteration 16Q: 3 clusters Score -3984544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3984652.000000 Penalty: 3364.849854
	Iteration 17Q: 3 clusters Score -3984652 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3984740.500000 Penalty: 3364.849854
	Iteration 18Q: 3 clusters Score -3984740 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3984809.000000 Penalty: 3364.849854
	Iteration 19Q: 3 clusters Score -3984809 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3984859.250000 Penalty: 3364.849854
	Iteration 20F: 3 clusters Score -3984859 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3984896.750000 Penalty: 3364.849854
	Iteration 21Q: 3 clusters Score -3984897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3984935.500000 Penalty: 3364.849854
	Iteration 22Q: 3 clusters Score -3984936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3984961.500000 Penalty: 3364.849854
	Iteration 23Q: 3 clusters Score -3984962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3984983.500000 Penalty: 3364.849854
	Iteration 24Q: 3 clusters Score -3984984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3985007.000000 Penalty: 3364.849854
	Iteration 25Q: 3 clusters Score -3985007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3985026.000000 Penalty: 3364.849854
	Iteration 26Q: 3 clusters Score -3985026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3985033.000000 Penalty: 3364.849854
	Iteration 27Q: 3 clusters Score -3985033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3985049.750000 Penalty: 3364.849854
	Iteration 28Q: 3 clusters Score -3985050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3985061.500000 Penalty: 3364.849854
	Iteration 29Q: 3 clusters Score -3985062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3985067.000000 Penalty: 3364.849854
	Iteration 30Q: 3 clusters Score -3985067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3985078.000000 Penalty: 3364.849854
	Iteration 31Q: 3 clusters Score -3985078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3985083.250000 Penalty: 3364.849854
	Iteration 32Q: 3 clusters Score -3985083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3985091.750000 Penalty: 3364.849854
	Iteration 33Q: 3 clusters Score -3985092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3985091.500000 Penalty: 3364.849854
	Iteration 34Q: 3 clusters Score -3985092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3985098.250000 Penalty: 3364.849854
	Iteration 35Q: 3 clusters Score -3985098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3985097.250000 Penalty: 3364.849854
	Iteration 36Q: 3 clusters Score -3985097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3985101.500000 Penalty: 3364.849854
	Iteration 37Q: 3 clusters Score -3985102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3985102.750000 Penalty: 3364.849854
	Iteration 38Q: 3 clusters Score -3985103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3985110.500000 Penalty: 3364.849854
	Iteration 39Q: 3 clusters Score -3985110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3985110.000000 Penalty: 3364.849854
	Iteration 40F: 3 clusters Score -3985110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3985112.000000 Penalty: 3364.849854
	Iteration 41Q: 3 clusters Score -3985112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3985112.500000 Penalty: 3364.849854
	Iteration 42Q: 3 clusters Score -3985112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3985115.500000 Penalty: 3364.849854
	Iteration 43Q: 3 clusters Score -3985116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3985117.500000 Penalty: 3364.849854
	Iteration 44Q: 3 clusters Score -3985118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3985117.000000 Penalty: 3364.849854
	Iteration 45Q: 3 clusters Score -3985117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3985117.000000 Penalty: 3364.849854
	Iteration 46F: 3 clusters Score -3985117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Entering Unmasked Estep 
Score: -785783.062500 Penalty: 1419.757812
	Iteration 0F: 2 clusters Score -785783.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -781036.750000 Penalty: 2839.515625
	Iteration 0F: 3 clusters Score -781036.8 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -782376.625000 Penalty: 2839.515625
	Iteration 1F: 3 clusters Score -782376.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -782590.437500 Penalty: 2839.515625
	Iteration 2F: 3 clusters Score -782590.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -782757.750000 Penalty: 2839.515625
	Iteration 3F: 3 clusters Score -782757.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -782891.500000 Penalty: 2839.515625
	Iteration 4Q: 3 clusters Score -782891.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -783016.125000 Penalty: 2839.515625
	Iteration 5Q: 3 clusters Score -783016.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -783130.000000 Penalty: 2839.515625
	Iteration 6Q: 3 clusters Score -783130 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -783281.500000 Penalty: 2839.515625
	Iteration 7Q: 3 clusters Score -783281.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -783422.375000 Penalty: 2839.515625
	Iteration 8Q: 3 clusters Score -783422.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -783558.812500 Penalty: 2839.515625
	Iteration 9Q: 3 clusters Score -783558.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -783701.750000 Penalty: 2839.515625
	Iteration 10Q: 3 clusters Score -783701.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -783845.500000 Penalty: 2839.515625
	Iteration 11Q: 3 clusters Score -783845.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -783994.687500 Penalty: 2839.515625
	Iteration 12Q: 3 clusters Score -783994.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -784144.750000 Penalty: 2839.515625
	Iteration 13Q: 3 clusters Score -784144.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -784245.812500 Penalty: 2839.515625
	Iteration 14Q: 3 clusters Score -784245.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -784325.187500 Penalty: 2839.515625
	Iteration 15Q: 3 clusters Score -784325.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -784377.312500 Penalty: 2839.515625
	Iteration 16Q: 3 clusters Score -784377.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -784410.750000 Penalty: 2839.515625
	Iteration 17Q: 3 clusters Score -784410.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -784439.812500 Penalty: 2839.515625
	Iteration 18Q: 3 clusters Score -784439.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -784461.687500 Penalty: 2839.515625
	Iteration 19Q: 3 clusters Score -784461.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -784478.437500 Penalty: 2839.515625
	Iteration 20F: 3 clusters Score -784478.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -784487.562500 Penalty: 2839.515625
	Iteration 21Q: 3 clusters Score -784487.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -784492.437500 Penalty: 2839.515625
	Iteration 22Q: 3 clusters Score -784492.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -784500.875000 Penalty: 2839.515625
	Iteration 23Q: 3 clusters Score -784500.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -784508.750000 Penalty: 2839.515625
	Iteration 24Q: 3 clusters Score -784508.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -784514.562500 Penalty: 2839.515625
	Iteration 25Q: 3 clusters Score -784514.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -784520.375000 Penalty: 2839.515625
	Iteration 26Q: 3 clusters Score -784520.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -784526.062500 Penalty: 2839.515625
	Iteration 27Q: 3 clusters Score -784526.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -784531.687500 Penalty: 2839.515625
	Iteration 28Q: 3 clusters Score -784531.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -784534.562500 Penalty: 2839.515625
	Iteration 29Q: 3 clusters Score -784534.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -784542.250000 Penalty: 2839.515625
	Iteration 30Q: 3 clusters Score -784542.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -784545.687500 Penalty: 2839.515625
	Iteration 31Q: 3 clusters Score -784545.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -784550.437500 Penalty: 2839.515625
	Iteration 32Q: 3 clusters Score -784550.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -784553.312500 Penalty: 2839.515625
	Iteration 33Q: 3 clusters Score -784553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -784553.812500 Penalty: 2839.515625
	Iteration 34Q: 3 clusters Score -784553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -784555.437500 Penalty: 2839.515625
	Iteration 35Q: 3 clusters Score -784555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -784556.125000 Penalty: 2839.515625
	Iteration 36Q: 3 clusters Score -784556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -784554.562500 Penalty: 2839.515625
	Iteration 37Q: 3 clusters Score -784554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -784555.687500 Penalty: 2839.515625
	Iteration 38Q: 3 clusters Score -784555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -784555.687500 Penalty: 2839.515625
	Iteration 39F: 3 clusters Score -784555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -612555.187500 Penalty: 1374.988647
	Iteration 0F: 2 clusters Score -612555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -608752.187500 Penalty: 2749.977295
	Iteration 0F: 3 clusters Score -608752.2 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -609747.875000 Penalty: 2749.977295
	Iteration 1F: 3 clusters Score -609747.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -609883.250000 Penalty: 2749.977295
	Iteration 2F: 3 clusters Score -609883.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -609990.375000 Penalty: 2749.977295
	Iteration 3Q: 3 clusters Score -609990.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -610083.250000 Penalty: 2749.977295
	Iteration 4Q: 3 clusters Score -610083.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -610156.562500 Penalty: 2749.977295
	Iteration 5Q: 3 clusters Score -610156.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -610224.062500 Penalty: 2749.977295
	Iteration 6Q: 3 clusters Score -610224.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -610292.562500 Penalty: 2749.977295
	Iteration 7Q: 3 clusters Score -610292.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -610373.500000 Penalty: 2749.977295
	Iteration 8Q: 3 clusters Score -610373.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -610452.187500 Penalty: 2749.977295
	Iteration 9Q: 3 clusters Score -610452.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -610542.625000 Penalty: 2749.977295
	Iteration 10Q: 3 clusters Score -610542.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -610625.125000 Penalty: 2749.977295
	Iteration 11Q: 3 clusters Score -610625.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -610703.250000 Penalty: 2749.977295
	Iteration 12Q: 3 clusters Score -610703.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -610775.187500 Penalty: 2749.977295
	Iteration 13Q: 3 clusters Score -610775.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -610851.250000 Penalty: 2749.977295
	Iteration 14Q: 3 clusters Score -610851.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -610935.625000 Penalty: 2749.977295
	Iteration 15Q: 3 clusters Score -610935.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -611017.250000 Penalty: 2749.977295
	Iteration 16Q: 3 clusters Score -611017.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -611099.125000 Penalty: 2749.977295
	Iteration 17Q: 3 clusters Score -611099.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -611157.187500 Penalty: 2749.977295
	Iteration 18Q: 3 clusters Score -611157.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -611198.250000 Penalty: 2749.977295
	Iteration 19Q: 3 clusters Score -611198.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -611235.562500 Penalty: 2749.977295
	Iteration 20F: 3 clusters Score -611235.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -611265.250000 Penalty: 2749.977295
	Iteration 21Q: 3 clusters Score -611265.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -611293.062500 Penalty: 2749.977295
	Iteration 22Q: 3 clusters Score -611293.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -611316.250000 Penalty: 2749.977295
	Iteration 23Q: 3 clusters Score -611316.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -611329.937500 Penalty: 2749.977295
	Iteration 24Q: 3 clusters Score -611329.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -611352.937500 Penalty: 2749.977295
	Iteration 25Q: 3 clusters Score -611352.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -611370.437500 Penalty: 2749.977295
	Iteration 26Q: 3 clusters Score -611370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -611378.562500 Penalty: 2749.977295
	Iteration 27Q: 3 clusters Score -611378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -611382.312500 Penalty: 2749.977295
	Iteration 28Q: 3 clusters Score -611382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -611384.625000 Penalty: 2749.977295
	Iteration 29Q: 3 clusters Score -611384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -611386.062500 Penalty: 2749.977295
	Iteration 30Q: 3 clusters Score -611386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -611387.437500 Penalty: 2749.977295
	Iteration 31Q: 3 clusters Score -611387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -611389.000000 Penalty: 2749.977295
	Iteration 32Q: 3 clusters Score -611389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -611391.312500 Penalty: 2749.977295
	Iteration 33Q: 3 clusters Score -611391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -611393.937500 Penalty: 2749.977295
	Iteration 34Q: 3 clusters Score -611393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -611395.687500 Penalty: 2749.977295
	Iteration 35Q: 3 clusters Score -611395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -611395.687500 Penalty: 2749.977295
	Iteration 36F: 3 clusters Score -611395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Entering Unmasked Estep 
Score: -3012421.750000 Penalty: 1635.121216
	Iteration 0F: 2 clusters Score -3012422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2996456.500000 Penalty: 3270.242432
	Iteration 0F: 3 clusters Score -2996456 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3002503.500000 Penalty: 3270.242432
	Iteration 1F: 3 clusters Score -3002504 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3002911.500000 Penalty: 3270.242432
	Iteration 2Q: 3 clusters Score -3002912 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3003336.000000 Penalty: 3270.242432
	Iteration 3Q: 3 clusters Score -3003336 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3003836.250000 Penalty: 3270.242432
	Iteration 4Q: 3 clusters Score -3003836 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3004511.500000 Penalty: 3270.242432
	Iteration 5Q: 3 clusters Score -3004512 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3005333.000000 Penalty: 3270.242432
	Iteration 6F: 3 clusters Score -3005333 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3006177.750000 Penalty: 3270.242432
	Iteration 7F: 3 clusters Score -3006178 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3007066.250000 Penalty: 3270.242432
	Iteration 8F: 3 clusters Score -3007066 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3007963.250000 Penalty: 3270.242432
	Iteration 9F: 3 clusters Score -3007963 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3008713.500000 Penalty: 3270.242432
	Iteration 10Q: 3 clusters Score -3008714 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3009289.500000 Penalty: 3270.242432
	Iteration 11Q: 3 clusters Score -3009290 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3009656.500000 Penalty: 3270.242432
	Iteration 12Q: 3 clusters Score -3009656 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3009914.750000 Penalty: 3270.242432
	Iteration 13Q: 3 clusters Score -3009915 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3010116.000000 Penalty: 3270.242432
	Iteration 14Q: 3 clusters Score -3010116 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3010270.750000 Penalty: 3270.242432
	Iteration 15Q: 3 clusters Score -3010271 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3010401.500000 Penalty: 3270.242432
	Iteration 16Q: 3 clusters Score -3010402 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3010497.500000 Penalty: 3270.242432
	Iteration 17Q: 3 clusters Score -3010498 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3010562.250000 Penalty: 3270.242432
	Iteration 18Q: 3 clusters Score -3010562 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3010619.250000 Penalty: 3270.242432
	Iteration 19Q: 3 clusters Score -3010619 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3010642.250000 Penalty: 3270.242432
	Iteration 20F: 3 clusters Score -3010642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3010682.250000 Penalty: 3270.242432
	Iteration 21Q: 3 clusters Score -3010682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3010729.000000 Penalty: 3270.242432
	Iteration 22Q: 3 clusters Score -3010729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3010770.500000 Penalty: 3270.242432
	Iteration 23Q: 3 clusters Score -3010770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3010798.750000 Penalty: 3270.242432
	Iteration 24Q: 3 clusters Score -3010799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3010827.750000 Penalty: 3270.242432
	Iteration 25Q: 3 clusters Score -3010828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3010857.000000 Penalty: 3270.242432
	Iteration 26Q: 3 clusters Score -3010857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3010887.500000 Penalty: 3270.242432
	Iteration 27Q: 3 clusters Score -3010888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3010895.250000 Penalty: 3270.242432
	Iteration 28Q: 3 clusters Score -3010895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3010915.000000 Penalty: 3270.242432
	Iteration 29Q: 3 clusters Score -3010915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3010934.250000 Penalty: 3270.242432
	Iteration 30Q: 3 clusters Score -3010934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3010951.750000 Penalty: 3270.242432
	Iteration 31Q: 3 clusters Score -3010952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3010970.500000 Penalty: 3270.242432
	Iteration 32Q: 3 clusters Score -3010970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3010980.000000 Penalty: 3270.242432
	Iteration 33Q: 3 clusters Score -3010980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3010994.250000 Penalty: 3270.242432
	Iteration 34Q: 3 clusters Score -3010994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3011000.500000 Penalty: 3270.242432
	Iteration 35Q: 3 clusters Score -3011000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3011014.750000 Penalty: 3270.242432
	Iteration 36Q: 3 clusters Score -3011015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3011026.750000 Penalty: 3270.242432
	Iteration 37Q: 3 clusters Score -3011027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3011035.250000 Penalty: 3270.242432
	Iteration 38Q: 3 clusters Score -3011035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3011044.250000 Penalty: 3270.242432
	Iteration 39Q: 3 clusters Score -3011044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3011047.250000 Penalty: 3270.242432
	Iteration 40F: 3 clusters Score -3011047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3011054.500000 Penalty: 3270.242432
	Iteration 41Q: 3 clusters Score -3011054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3011057.750000 Penalty: 3270.242432
	Iteration 42Q: 3 clusters Score -3011058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3011062.750000 Penalty: 3270.242432
	Iteration 43Q: 3 clusters Score -3011063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3011068.500000 Penalty: 3270.242432
	Iteration 44Q: 3 clusters Score -3011068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3011068.250000 Penalty: 3270.242432
	Iteration 45Q: 3 clusters Score -3011068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3011072.500000 Penalty: 3270.242432
	Iteration 46Q: 3 clusters Score -3011072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3011072.250000 Penalty: 3270.242432
	Iteration 47Q: 3 clusters Score -3011072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3011073.500000 Penalty: 3270.242432
	Iteration 48Q: 3 clusters Score -3011074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3011077.250000 Penalty: 3270.242432
	Iteration 49Q: 3 clusters Score -3011077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3011075.000000 Penalty: 3270.242432
	Iteration 50Q: 3 clusters Score -3011075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3011079.500000 Penalty: 3270.242432
	Iteration 51Q: 3 clusters Score -3011080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3011081.750000 Penalty: 3270.242432
	Iteration 52Q: 3 clusters Score -3011082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3011081.750000 Penalty: 3270.242432
	Iteration 53F: 3 clusters Score -3011082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Entering Unmasked Estep 
Score: -8040502.500000 Penalty: 1794.838379
	Iteration 0F: 2 clusters Score -8040502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -8000139.500000 Penalty: 3589.676758
	Iteration 0F: 3 clusters Score -8000140 nChanged 29434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -8016937.500000 Penalty: 3589.676758
	Iteration 1F: 3 clusters Score -8016938 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -8017405.000000 Penalty: 3589.676758
	Iteration 2Q: 3 clusters Score -8017405 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -8017893.500000 Penalty: 3589.676758
	Iteration 3Q: 3 clusters Score -8017894 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -8018461.000000 Penalty: 3589.676758
	Iteration 4Q: 3 clusters Score -8018461 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -8019353.000000 Penalty: 3589.676758
	Iteration 5Q: 3 clusters Score -8019353 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -8020465.000000 Penalty: 3589.676758
	Iteration 6Q: 3 clusters Score -8020465 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -8022112.500000 Penalty: 3589.676758
	Iteration 7F: 3 clusters Score -8022112 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -8024302.000000 Penalty: 3589.676758
	Iteration 8F: 3 clusters Score -8024302 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8027074.000000 Penalty: 3589.676758
	Iteration 9F: 3 clusters Score -8027074 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -8030198.000000 Penalty: 3589.676758
	Iteration 10F: 3 clusters Score -8030198 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -8032278.000000 Penalty: 3589.676758
	Iteration 11F: 3 clusters Score -8032278 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -8033342.500000 Penalty: 3589.676758
	Iteration 12Q: 3 clusters Score -8033342 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8033806.000000 Penalty: 3589.676758
	Iteration 13Q: 3 clusters Score -8033806 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -8034163.000000 Penalty: 3589.676758
	Iteration 14Q: 3 clusters Score -8034163 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8034502.000000 Penalty: 3589.676758
	Iteration 15Q: 3 clusters Score -8034502 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -8034788.000000 Penalty: 3589.676758
	Iteration 16Q: 3 clusters Score -8034788 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -8035075.000000 Penalty: 3589.676758
	Iteration 17Q: 3 clusters Score -8035075 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -8035279.500000 Penalty: 3589.676758
	Iteration 18Q: 3 clusters Score -8035280 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -8035452.000000 Penalty: 3589.676758
	Iteration 19Q: 3 clusters Score -8035452 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -8035682.000000 Penalty: 3589.676758
	Iteration 20F: 3 clusters Score -8035682 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -8035903.000000 Penalty: 3589.676758
	Iteration 21Q: 3 clusters Score -8035903 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -8036143.500000 Penalty: 3589.676758
	Iteration 22Q: 3 clusters Score -8036144 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -8036422.000000 Penalty: 3589.676758
	Iteration 23Q: 3 clusters Score -8036422 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -8036586.000000 Penalty: 3589.676758
	Iteration 24Q: 3 clusters Score -8036586 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -8036786.500000 Penalty: 3589.676758
	Iteration 25Q: 3 clusters Score -8036786 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -8036925.500000 Penalty: 3589.676758
	Iteration 26Q: 3 clusters Score -8036926 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -8037103.500000 Penalty: 3589.676758
	Iteration 27Q: 3 clusters Score -8037104 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -8037284.500000 Penalty: 3589.676758
	Iteration 28Q: 3 clusters Score -8037284 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -8037425.500000 Penalty: 3589.676758
	Iteration 29Q: 3 clusters Score -8037426 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -8037583.500000 Penalty: 3589.676758
	Iteration 30Q: 3 clusters Score -8037584 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -8037707.000000 Penalty: 3589.676758
	Iteration 31Q: 3 clusters Score -8037707 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -8037849.500000 Penalty: 3589.676758
	Iteration 32Q: 3 clusters Score -8037850 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -8037984.500000 Penalty: 3589.676758
	Iteration 33Q: 3 clusters Score -8037984 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -8038104.000000 Penalty: 3589.676758
	Iteration 34Q: 3 clusters Score -8038104 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -8038187.500000 Penalty: 3589.676758
	Iteration 35Q: 3 clusters Score -8038188 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -8038298.000000 Penalty: 3589.676758
	Iteration 36Q: 3 clusters Score -8038298 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -8038407.500000 Penalty: 3589.676758
	Iteration 37Q: 3 clusters Score -8038408 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -8038487.500000 Penalty: 3589.676758
	Iteration 38Q: 3 clusters Score -8038488 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -8038554.500000 Penalty: 3589.676758
	Iteration 39Q: 3 clusters Score -8038554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -8038626.000000 Penalty: 3589.676758
	Iteration 40F: 3 clusters Score -8038626 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -8038669.000000 Penalty: 3589.676758
	Iteration 41Q: 3 clusters Score -8038669 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -8038717.500000 Penalty: 3589.676758
	Iteration 42Q: 3 clusters Score -8038718 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -8038750.000000 Penalty: 3589.676758
	Iteration 43Q: 3 clusters Score -8038750 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -8038791.500000 Penalty: 3589.676758
	Iteration 44Q: 3 clusters Score -8038792 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -8038790.500000 Penalty: 3589.676758
	Iteration 45Q: 3 clusters Score -8038790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -8038820.000000 Penalty: 3589.676758
	Iteration 46Q: 3 clusters Score -8038820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -8038816.000000 Penalty: 3589.676758
	Iteration 47Q: 3 clusters Score -8038816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -8038853.500000 Penalty: 3589.676758
	Iteration 48Q: 3 clusters Score -8038854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -8038876.500000 Penalty: 3589.676758
	Iteration 49Q: 3 clusters Score -8038876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -8038892.500000 Penalty: 3589.676758
	Iteration 50Q: 3 clusters Score -8038892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -8038910.500000 Penalty: 3589.676758
	Iteration 51Q: 3 clusters Score -8038910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -8038930.500000 Penalty: 3589.676758
	Iteration 52Q: 3 clusters Score -8038930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -8038934.000000 Penalty: 3589.676758
	Iteration 53Q: 3 clusters Score -8038934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -8038957.500000 Penalty: 3589.676758
	Iteration 54Q: 3 clusters Score -8038958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -8038951.500000 Penalty: 3589.676758
	Iteration 55Q: 3 clusters Score -8038952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -8038963.500000 Penalty: 3589.676758
	Iteration 56Q: 3 clusters Score -8038964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -8038951.000000 Penalty: 3589.676758
	Iteration 57Q: 3 clusters Score -8038951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -8038964.500000 Penalty: 3589.676758
	Iteration 58Q: 3 clusters Score -8038964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -8038967.000000 Penalty: 3589.676758
	Iteration 59Q: 3 clusters Score -8038967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -8038992.500000 Penalty: 3589.676758
	Iteration 60F: 3 clusters Score -8038992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -8038998.500000 Penalty: 3589.676758
	Iteration 61Q: 3 clusters Score -8038998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -8039014.000000 Penalty: 3589.676758
	Iteration 62Q: 3 clusters Score -8039014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -8039020.500000 Penalty: 3589.676758
	Iteration 63Q: 3 clusters Score -8039020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -8039031.000000 Penalty: 3589.676758
	Iteration 64Q: 3 clusters Score -8039031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -8039050.000000 Penalty: 3589.676758
	Iteration 65Q: 3 clusters Score -8039050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -8039066.500000 Penalty: 3589.676758
	Iteration 66Q: 3 clusters Score -8039066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -8039070.000000 Penalty: 3589.676758
	Iteration 67Q: 3 clusters Score -8039070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -8039078.000000 Penalty: 3589.676758
	Iteration 68Q: 3 clusters Score -8039078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -8039088.500000 Penalty: 3589.676758
	Iteration 69Q: 3 clusters Score -8039088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -8039095.500000 Penalty: 3589.676758
	Iteration 70Q: 3 clusters Score -8039096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -8039106.500000 Penalty: 3589.676758
	Iteration 71Q: 3 clusters Score -8039106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -8039103.000000 Penalty: 3589.676758
	Iteration 72Q: 3 clusters Score -8039103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -8039107.500000 Penalty: 3589.676758
	Iteration 73Q: 3 clusters Score -8039108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -8039120.500000 Penalty: 3589.676758
	Iteration 74Q: 3 clusters Score -8039120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -8039124.500000 Penalty: 3589.676758
	Iteration 75Q: 3 clusters Score -8039124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -8039126.500000 Penalty: 3589.676758
	Iteration 76Q: 3 clusters Score -8039126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -8039111.000000 Penalty: 3589.676758
	Iteration 77Q: 3 clusters Score -8039111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -8039114.000000 Penalty: 3589.676758
	Iteration 78Q: 3 clusters Score -8039114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -8039116.500000 Penalty: 3589.676758
	Iteration 79Q: 3 clusters Score -8039116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -8039113.500000 Penalty: 3589.676758
	Iteration 80F: 3 clusters Score -8039114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -8039116.000000 Penalty: 3589.676758
	Iteration 81Q: 3 clusters Score -8039116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -8039120.500000 Penalty: 3589.676758
	Iteration 82Q: 3 clusters Score -8039120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -8039124.000000 Penalty: 3589.676758
	Iteration 83Q: 3 clusters Score -8039124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -8039135.500000 Penalty: 3589.676758
	Iteration 84Q: 3 clusters Score -8039136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -8039134.500000 Penalty: 3589.676758
	Iteration 85Q: 3 clusters Score -8039134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -8039132.000000 Penalty: 3589.676758
	Iteration 86Q: 3 clusters Score -8039132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -8039141.500000 Penalty: 3589.676758
	Iteration 87Q: 3 clusters Score -8039142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -8039148.500000 Penalty: 3589.676758
	Iteration 88Q: 3 clusters Score -8039148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -8039159.500000 Penalty: 3589.676758
	Iteration 89Q: 3 clusters Score -8039160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -8039166.500000 Penalty: 3589.676758
	Iteration 90Q: 3 clusters Score -8039166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -8039166.000000 Penalty: 3589.676758
	Iteration 91Q: 3 clusters Score -8039166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -8039174.000000 Penalty: 3589.676758
	Iteration 92Q: 3 clusters Score -8039174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -8039172.500000 Penalty: 3589.676758
	Iteration 93Q: 3 clusters Score -8039172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8039181.000000 Penalty: 3589.676758
	Iteration 94Q: 3 clusters Score -8039181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -8039183.500000 Penalty: 3589.676758
	Iteration 95Q: 3 clusters Score -8039184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -8039176.500000 Penalty: 3589.676758
	Iteration 96Q: 3 clusters Score -8039176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -8039180.000000 Penalty: 3589.676758
	Iteration 97Q: 3 clusters Score -8039180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -8039191.000000 Penalty: 3589.676758
	Iteration 98Q: 3 clusters Score -8039191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -8039192.000000 Penalty: 3589.676758
	Iteration 99Q: 3 clusters Score -8039192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -8039186.500000 Penalty: 3589.676758
	Iteration 100F: 3 clusters Score -8039186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -8039196.000000 Penalty: 3589.676758
	Iteration 101Q: 3 clusters Score -8039196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -8039192.500000 Penalty: 3589.676758
	Iteration 102Q: 3 clusters Score -8039192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -8039189.000000 Penalty: 3589.676758
	Iteration 103Q: 3 clusters Score -8039189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -8039191.500000 Penalty: 3589.676758
	Iteration 104Q: 3 clusters Score -8039192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -8039186.500000 Penalty: 3589.676758
	Iteration 105Q: 3 clusters Score -8039186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -8039186.500000 Penalty: 3589.676758
	Iteration 106Q: 3 clusters Score -8039186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -8039185.000000 Penalty: 3589.676758
	Iteration 107Q: 3 clusters Score -8039185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -8039188.000000 Penalty: 3589.676758
	Iteration 108Q: 3 clusters Score -8039188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -8039184.000000 Penalty: 3589.676758
	Iteration 109Q: 3 clusters Score -8039184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -8039191.000000 Penalty: 3589.676758
	Iteration 110Q: 3 clusters Score -8039191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -8039191.500000 Penalty: 3589.676758
	Iteration 111Q: 3 clusters Score -8039192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -8039188.000000 Penalty: 3589.676758
	Iteration 112Q: 3 clusters Score -8039188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -8039189.000000 Penalty: 3589.676758
	Iteration 113Q: 3 clusters Score -8039189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -8039194.000000 Penalty: 3589.676758
	Iteration 114Q: 3 clusters Score -8039194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -8039193.000000 Penalty: 3589.676758
	Iteration 115Q: 3 clusters Score -8039193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -8039190.500000 Penalty: 3589.676758
	Iteration 116Q: 3 clusters Score -8039190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -8039193.000000 Penalty: 3589.676758
	Iteration 117Q: 3 clusters Score -8039193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -8039191.500000 Penalty: 3589.676758
	Iteration 118Q: 3 clusters Score -8039192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -8039196.500000 Penalty: 3589.676758
	Iteration 119Q: 3 clusters Score -8039196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -8039198.000000 Penalty: 3589.676758
	Iteration 120F: 3 clusters Score -8039198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -8039203.500000 Penalty: 3589.676758
	Iteration 121Q: 3 clusters Score -8039204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -8039207.000000 Penalty: 3589.676758
	Iteration 122Q: 3 clusters Score -8039207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -8039207.000000 Penalty: 3589.676758
	Iteration 123F: 3 clusters Score -8039207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Entering Unmasked Estep 
Score: -10375010.000000 Penalty: 1836.590210
	Iteration 0F: 2 clusters Score -1.037501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -10325235.000000 Penalty: 3673.180420
	Iteration 0F: 3 clusters Score -1.032524e+07 nChanged 38440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -10347288.000000 Penalty: 3673.180420
	Iteration 1F: 3 clusters Score -1.034729e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -10347786.000000 Penalty: 3673.180420
	Iteration 2Q: 3 clusters Score -1.034779e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -10348311.000000 Penalty: 3673.180420
	Iteration 3Q: 3 clusters Score -1.034831e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -10348968.000000 Penalty: 3673.180420
	Iteration 4Q: 3 clusters Score -1.034897e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -10349893.000000 Penalty: 3673.180420
	Iteration 5Q: 3 clusters Score -1.034989e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -10351207.000000 Penalty: 3673.180420
	Iteration 6Q: 3 clusters Score -1.035121e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -10353379.000000 Penalty: 3673.180420
	Iteration 7F: 3 clusters Score -1.035338e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -10356849.000000 Penalty: 3673.180420
	Iteration 8F: 3 clusters Score -1.035685e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -10360618.000000 Penalty: 3673.180420
	Iteration 9F: 3 clusters Score -1.036062e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -10363799.000000 Penalty: 3673.180420
	Iteration 10F: 3 clusters Score -1.03638e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -10365493.000000 Penalty: 3673.180420
	Iteration 11Q: 3 clusters Score -1.036549e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -10366035.000000 Penalty: 3673.180420
	Iteration 12Q: 3 clusters Score -1.036604e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -10366233.000000 Penalty: 3673.180420
	Iteration 13Q: 3 clusters Score -1.036623e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -10366308.000000 Penalty: 3673.180420
	Iteration 14Q: 3 clusters Score -1.036631e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -10366383.000000 Penalty: 3673.180420
	Iteration 15Q: 3 clusters Score -1.036638e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -10366429.000000 Penalty: 3673.180420
	Iteration 16Q: 3 clusters Score -1.036643e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -10366461.000000 Penalty: 3673.180420
	Iteration 17Q: 3 clusters Score -1.036646e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -10366504.000000 Penalty: 3673.180420
	Iteration 18Q: 3 clusters Score -1.03665e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -10366464.000000 Penalty: 3673.180420
	Iteration 19Q: 3 clusters Score -1.036646e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -10366459.000000 Penalty: 3673.180420
	Iteration 20F: 3 clusters Score -1.036646e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -10366450.000000 Penalty: 3673.180420
	Iteration 21Q: 3 clusters Score -1.036645e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -10366425.000000 Penalty: 3673.180420
	Iteration 22Q: 3 clusters Score -1.036642e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -10366443.000000 Penalty: 3673.180420
	Iteration 23Q: 3 clusters Score -1.036644e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -10366407.000000 Penalty: 3673.180420
	Iteration 24Q: 3 clusters Score -1.036641e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -10366456.000000 Penalty: 3673.180420
	Iteration 25Q: 3 clusters Score -1.036646e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -10366483.000000 Penalty: 3673.180420
	Iteration 26Q: 3 clusters Score -1.036648e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -10366506.000000 Penalty: 3673.180420
	Iteration 27Q: 3 clusters Score -1.036651e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -10366480.000000 Penalty: 3673.180420
	Iteration 28Q: 3 clusters Score -1.036648e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -10366471.000000 Penalty: 3673.180420
	Iteration 29Q: 3 clusters Score -1.036647e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -10366463.000000 Penalty: 3673.180420
	Iteration 30Q: 3 clusters Score -1.036646e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -10366437.000000 Penalty: 3673.180420
	Iteration 31Q: 3 clusters Score -1.036644e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -10366424.000000 Penalty: 3673.180420
	Iteration 32Q: 3 clusters Score -1.036642e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -10366413.000000 Penalty: 3673.180420
	Iteration 33Q: 3 clusters Score -1.036641e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -10366415.000000 Penalty: 3673.180420
	Iteration 34Q: 3 clusters Score -1.036642e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -10366420.000000 Penalty: 3673.180420
	Iteration 35Q: 3 clusters Score -1.036642e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -10366401.000000 Penalty: 3673.180420
	Iteration 36Q: 3 clusters Score -1.03664e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -10366467.000000 Penalty: 3673.180420
	Iteration 37Q: 3 clusters Score -1.036647e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -10366466.000000 Penalty: 3673.180420
	Iteration 38Q: 3 clusters Score -1.036647e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -10366529.000000 Penalty: 3673.180420
	Iteration 39Q: 3 clusters Score -1.036653e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -10366561.000000 Penalty: 3673.180420
	Iteration 40F: 3 clusters Score -1.036656e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -10366652.000000 Penalty: 3673.180420
	Iteration 41Q: 3 clusters Score -1.036665e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -10366746.000000 Penalty: 3673.180420
	Iteration 42Q: 3 clusters Score -1.036675e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -10366863.000000 Penalty: 3673.180420
	Iteration 43Q: 3 clusters Score -1.036686e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -10366905.000000 Penalty: 3673.180420
	Iteration 44Q: 3 clusters Score -1.03669e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -10366958.000000 Penalty: 3673.180420
	Iteration 45Q: 3 clusters Score -1.036696e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -10367053.000000 Penalty: 3673.180420
	Iteration 46Q: 3 clusters Score -1.036705e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -10367133.000000 Penalty: 3673.180420
	Iteration 47Q: 3 clusters Score -1.036713e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -10367286.000000 Penalty: 3673.180420
	Iteration 48Q: 3 clusters Score -1.036729e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -10367371.000000 Penalty: 3673.180420
	Iteration 49Q: 3 clusters Score -1.036737e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -10367595.000000 Penalty: 3673.180420
	Iteration 50Q: 3 clusters Score -1.03676e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -10367878.000000 Penalty: 3673.180420
	Iteration 51Q: 3 clusters Score -1.036788e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -10368144.000000 Penalty: 3673.180420
	Iteration 52Q: 3 clusters Score -1.036814e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -10368580.000000 Penalty: 3673.180420
	Iteration 53Q: 3 clusters Score -1.036858e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -10368988.000000 Penalty: 3673.180420
	Iteration 54Q: 3 clusters Score -1.036899e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -10369331.000000 Penalty: 3673.180420
	Iteration 55Q: 3 clusters Score -1.036933e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -10369775.000000 Penalty: 3673.180420
	Iteration 56Q: 3 clusters Score -1.036978e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -10370100.000000 Penalty: 3673.180420
	Iteration 57Q: 3 clusters Score -1.03701e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -10370391.000000 Penalty: 3673.180420
	Iteration 58Q: 3 clusters Score -1.037039e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -10370751.000000 Penalty: 3673.180420
	Iteration 59Q: 3 clusters Score -1.037075e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -10371676.000000 Penalty: 3673.180420
	Iteration 60F: 3 clusters Score -1.037168e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -10372421.000000 Penalty: 3673.180420
	Iteration 61Q: 3 clusters Score -1.037242e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -10372773.000000 Penalty: 3673.180420
	Iteration 62Q: 3 clusters Score -1.037277e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -10372940.000000 Penalty: 3673.180420
	Iteration 63Q: 3 clusters Score -1.037294e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -10373145.000000 Penalty: 3673.180420
	Iteration 64Q: 3 clusters Score -1.037314e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -10373203.000000 Penalty: 3673.180420
	Iteration 65Q: 3 clusters Score -1.03732e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -10373258.000000 Penalty: 3673.180420
	Iteration 66Q: 3 clusters Score -1.037326e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -10373328.000000 Penalty: 3673.180420
	Iteration 67Q: 3 clusters Score -1.037333e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -10373445.000000 Penalty: 3673.180420
	Iteration 68Q: 3 clusters Score -1.037344e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -10373459.000000 Penalty: 3673.180420
	Iteration 69Q: 3 clusters Score -1.037346e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -10373446.000000 Penalty: 3673.180420
	Iteration 70Q: 3 clusters Score -1.037345e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -10373478.000000 Penalty: 3673.180420
	Iteration 71Q: 3 clusters Score -1.037348e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -10373524.000000 Penalty: 3673.180420
	Iteration 72Q: 3 clusters Score -1.037352e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -10373525.000000 Penalty: 3673.180420
	Iteration 73Q: 3 clusters Score -1.037352e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -10373556.000000 Penalty: 3673.180420
	Iteration 74Q: 3 clusters Score -1.037356e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -10373569.000000 Penalty: 3673.180420
	Iteration 75Q: 3 clusters Score -1.037357e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -10373582.000000 Penalty: 3673.180420
	Iteration 76Q: 3 clusters Score -1.037358e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -10373583.000000 Penalty: 3673.180420
	Iteration 77Q: 3 clusters Score -1.037358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -10373597.000000 Penalty: 3673.180420
	Iteration 78Q: 3 clusters Score -1.03736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -10373597.000000 Penalty: 3673.180420
	Iteration 79Q: 3 clusters Score -1.03736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -10373603.000000 Penalty: 3673.180420
	Iteration 80F: 3 clusters Score -1.03736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -10373609.000000 Penalty: 3673.180420
	Iteration 81Q: 3 clusters Score -1.037361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -10373617.000000 Penalty: 3673.180420
	Iteration 82Q: 3 clusters Score -1.037362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -10373615.000000 Penalty: 3673.180420
	Iteration 83Q: 3 clusters Score -1.037362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -10373614.000000 Penalty: 3673.180420
	Iteration 84Q: 3 clusters Score -1.037361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -10373625.000000 Penalty: 3673.180420
	Iteration 85Q: 3 clusters Score -1.037362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -10373635.000000 Penalty: 3673.180420
	Iteration 86Q: 3 clusters Score -1.037364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -10373632.000000 Penalty: 3673.180420
	Iteration 87Q: 3 clusters Score -1.037363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 80624 members 
Entering Unmasked Estep 
Score: -10373638.000000 Penalty: 3673.180420
	Iteration 88Q: 3 clusters Score -1.037364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -10373627.000000 Penalty: 3673.180420
	Iteration 89Q: 3 clusters Score -1.037363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -10373629.000000 Penalty: 3673.180420
	Iteration 90Q: 3 clusters Score -1.037363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -10373637.000000 Penalty: 3673.180420
	Iteration 91Q: 3 clusters Score -1.037364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -10373637.000000 Penalty: 3673.180420
	Iteration 92F: 3 clusters Score -1.037364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Entering Unmasked Estep 
Score: -7086485.000000 Penalty: 1773.964600
	Iteration 0F: 2 clusters Score -7086485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -7050586.500000 Penalty: 3547.929199
	Iteration 0F: 3 clusters Score -7050586 nChanged 25918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -7065364.500000 Penalty: 3547.929199
	Iteration 1F: 3 clusters Score -7065364 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -7065902.000000 Penalty: 3547.929199
	Iteration 2Q: 3 clusters Score -7065902 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -7066439.000000 Penalty: 3547.929199
	Iteration 3Q: 3 clusters Score -7066439 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -7067033.000000 Penalty: 3547.929199
	Iteration 4Q: 3 clusters Score -7067033 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -7067811.500000 Penalty: 3547.929199
	Iteration 5Q: 3 clusters Score -7067812 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -7068728.000000 Penalty: 3547.929199
	Iteration 6Q: 3 clusters Score -7068728 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -7070148.000000 Penalty: 3547.929199
	Iteration 7Q: 3 clusters Score -7070148 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -7072216.000000 Penalty: 3547.929199
	Iteration 8F: 3 clusters Score -7072216 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -7074831.000000 Penalty: 3547.929199
	Iteration 9F: 3 clusters Score -7074831 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -7077826.000000 Penalty: 3547.929199
	Iteration 10F: 3 clusters Score -7077826 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -7080293.000000 Penalty: 3547.929199
	Iteration 11Q: 3 clusters Score -7080293 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -7081658.000000 Penalty: 3547.929199
	Iteration 12Q: 3 clusters Score -7081658 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -7082468.000000 Penalty: 3547.929199
	Iteration 13Q: 3 clusters Score -7082468 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -7082936.500000 Penalty: 3547.929199
	Iteration 14Q: 3 clusters Score -7082936 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7083315.000000 Penalty: 3547.929199
	Iteration 15Q: 3 clusters Score -7083315 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7083605.500000 Penalty: 3547.929199
	Iteration 16Q: 3 clusters Score -7083606 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7083830.000000 Penalty: 3547.929199
	Iteration 17Q: 3 clusters Score -7083830 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7084004.000000 Penalty: 3547.929199
	Iteration 18Q: 3 clusters Score -7084004 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7084162.500000 Penalty: 3547.929199
	Iteration 19Q: 3 clusters Score -7084162 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7084324.500000 Penalty: 3547.929199
	Iteration 20F: 3 clusters Score -7084324 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7084419.500000 Penalty: 3547.929199
	Iteration 21Q: 3 clusters Score -7084420 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7084548.500000 Penalty: 3547.929199
	Iteration 22Q: 3 clusters Score -7084548 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7084624.500000 Penalty: 3547.929199
	Iteration 23Q: 3 clusters Score -7084624 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7084676.500000 Penalty: 3547.929199
	Iteration 24Q: 3 clusters Score -7084676 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7084742.000000 Penalty: 3547.929199
	Iteration 25Q: 3 clusters Score -7084742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7084778.500000 Penalty: 3547.929199
	Iteration 26Q: 3 clusters Score -7084778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7084802.500000 Penalty: 3547.929199
	Iteration 27Q: 3 clusters Score -7084802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7084823.500000 Penalty: 3547.929199
	Iteration 28Q: 3 clusters Score -7084824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7084843.500000 Penalty: 3547.929199
	Iteration 29Q: 3 clusters Score -7084844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7084874.500000 Penalty: 3547.929199
	Iteration 30Q: 3 clusters Score -7084874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7084890.000000 Penalty: 3547.929199
	Iteration 31Q: 3 clusters Score -7084890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7084927.000000 Penalty: 3547.929199
	Iteration 32Q: 3 clusters Score -7084927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7084930.500000 Penalty: 3547.929199
	Iteration 33Q: 3 clusters Score -7084930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7084953.500000 Penalty: 3547.929199
	Iteration 34Q: 3 clusters Score -7084954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7084975.000000 Penalty: 3547.929199
	Iteration 35Q: 3 clusters Score -7084975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7084990.500000 Penalty: 3547.929199
	Iteration 36Q: 3 clusters Score -7084990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7085010.500000 Penalty: 3547.929199
	Iteration 37Q: 3 clusters Score -7085010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7085014.000000 Penalty: 3547.929199
	Iteration 38Q: 3 clusters Score -7085014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7085017.500000 Penalty: 3547.929199
	Iteration 39Q: 3 clusters Score -7085018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7085008.500000 Penalty: 3547.929199
	Iteration 40F: 3 clusters Score -7085008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7085022.000000 Penalty: 3547.929199
	Iteration 41Q: 3 clusters Score -7085022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7085035.000000 Penalty: 3547.929199
	Iteration 42Q: 3 clusters Score -7085035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7085037.500000 Penalty: 3547.929199
	Iteration 43Q: 3 clusters Score -7085038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7085037.000000 Penalty: 3547.929199
	Iteration 44Q: 3 clusters Score -7085037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7085040.500000 Penalty: 3547.929199
	Iteration 45Q: 3 clusters Score -7085040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7085049.500000 Penalty: 3547.929199
	Iteration 46Q: 3 clusters Score -7085050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7085049.000000 Penalty: 3547.929199
	Iteration 47Q: 3 clusters Score -7085049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7085052.000000 Penalty: 3547.929199
	Iteration 48Q: 3 clusters Score -7085052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7085052.500000 Penalty: 3547.929199
	Iteration 49Q: 3 clusters Score -7085052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7085050.000000 Penalty: 3547.929199
	Iteration 50Q: 3 clusters Score -7085050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7085057.500000 Penalty: 3547.929199
	Iteration 51Q: 3 clusters Score -7085058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7085054.000000 Penalty: 3547.929199
	Iteration 52Q: 3 clusters Score -7085054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7085054.500000 Penalty: 3547.929199
	Iteration 53Q: 3 clusters Score -7085054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7085054.000000 Penalty: 3547.929199
	Iteration 54Q: 3 clusters Score -7085054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7085056.500000 Penalty: 3547.929199
	Iteration 55Q: 3 clusters Score -7085056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7085059.500000 Penalty: 3547.929199
	Iteration 56Q: 3 clusters Score -7085060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7085059.500000 Penalty: 3547.929199
	Iteration 57F: 3 clusters Score -7085060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -208543.875000 Penalty: 1202.103760
	Iteration 0F: 2 clusters Score -208543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -206638.984375 Penalty: 2404.207520
	Iteration 0F: 3 clusters Score -206639 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -206987.750000 Penalty: 2404.207520
	Iteration 1F: 3 clusters Score -206987.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -207092.562500 Penalty: 2404.207520
	Iteration 2F: 3 clusters Score -207092.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -207139.531250 Penalty: 2404.207520
	Iteration 3Q: 3 clusters Score -207139.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -207166.609375 Penalty: 2404.207520
	Iteration 4Q: 3 clusters Score -207166.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -207189.531250 Penalty: 2404.207520
	Iteration 5Q: 3 clusters Score -207189.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -207204.921875 Penalty: 2404.207520
	Iteration 6Q: 3 clusters Score -207204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -207217.843750 Penalty: 2404.207520
	Iteration 7Q: 3 clusters Score -207217.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -207225.781250 Penalty: 2404.207520
	Iteration 8Q: 3 clusters Score -207225.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -207237.187500 Penalty: 2404.207520
	Iteration 9Q: 3 clusters Score -207237.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -207247.671875 Penalty: 2404.207520
	Iteration 10Q: 3 clusters Score -207247.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -207254.921875 Penalty: 2404.207520
	Iteration 11Q: 3 clusters Score -207254.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -207262.796875 Penalty: 2404.207520
	Iteration 12Q: 3 clusters Score -207262.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -207272.984375 Penalty: 2404.207520
	Iteration 13Q: 3 clusters Score -207273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -207279.046875 Penalty: 2404.207520
	Iteration 14Q: 3 clusters Score -207279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -207284.265625 Penalty: 2404.207520
	Iteration 15Q: 3 clusters Score -207284.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -207290.500000 Penalty: 2404.207520
	Iteration 16Q: 3 clusters Score -207290.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -207294.671875 Penalty: 2404.207520
	Iteration 17Q: 3 clusters Score -207294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -207297.734375 Penalty: 2404.207520
	Iteration 18Q: 3 clusters Score -207297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -207300.453125 Penalty: 2404.207520
	Iteration 19Q: 3 clusters Score -207300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -207300.406250 Penalty: 2404.207520
	Iteration 20F: 3 clusters Score -207300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -207300.843750 Penalty: 2404.207520
	Iteration 21Q: 3 clusters Score -207300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -207302.265625 Penalty: 2404.207520
	Iteration 22Q: 3 clusters Score -207302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -207303.453125 Penalty: 2404.207520
	Iteration 23Q: 3 clusters Score -207303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -207304.531250 Penalty: 2404.207520
	Iteration 24Q: 3 clusters Score -207304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -207305.781250 Penalty: 2404.207520
	Iteration 25Q: 3 clusters Score -207305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -207307.875000 Penalty: 2404.207520
	Iteration 26Q: 3 clusters Score -207307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -207309.984375 Penalty: 2404.207520
	Iteration 27Q: 3 clusters Score -207310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -207310.453125 Penalty: 2404.207520
	Iteration 28Q: 3 clusters Score -207310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -207310.453125 Penalty: 2404.207520
	Iteration 29F: 3 clusters Score -207310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Entering Unmasked Estep 
Score: -1859244.250000 Penalty: 1557.484741
	Iteration 0F: 2 clusters Score -1859244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1849063.500000 Penalty: 3114.969482
	Iteration 0F: 3 clusters Score -1849064 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1852678.500000 Penalty: 3114.969482
	Iteration 1F: 3 clusters Score -1852678 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1853016.750000 Penalty: 3114.969482
	Iteration 2F: 3 clusters Score -1853017 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1853391.875000 Penalty: 3114.969482
	Iteration 3F: 3 clusters Score -1853392 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1853817.250000 Penalty: 3114.969482
	Iteration 4F: 3 clusters Score -1853817 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1854384.750000 Penalty: 3114.969482
	Iteration 5F: 3 clusters Score -1854385 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1855092.250000 Penalty: 3114.969482
	Iteration 6F: 3 clusters Score -1855092 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1855887.500000 Penalty: 3114.969482
	Iteration 7F: 3 clusters Score -1855888 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1856551.500000 Penalty: 3114.969482
	Iteration 8F: 3 clusters Score -1856552 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1857041.000000 Penalty: 3114.969482
	Iteration 9Q: 3 clusters Score -1857041 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1857359.250000 Penalty: 3114.969482
	Iteration 10Q: 3 clusters Score -1857359 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1857567.625000 Penalty: 3114.969482
	Iteration 11Q: 3 clusters Score -1857568 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1857692.875000 Penalty: 3114.969482
	Iteration 12Q: 3 clusters Score -1857693 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1857778.750000 Penalty: 3114.969482
	Iteration 13Q: 3 clusters Score -1857779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1857826.750000 Penalty: 3114.969482
	Iteration 14Q: 3 clusters Score -1857827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1857845.125000 Penalty: 3114.969482
	Iteration 15Q: 3 clusters Score -1857845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1857862.125000 Penalty: 3114.969482
	Iteration 16Q: 3 clusters Score -1857862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1857879.375000 Penalty: 3114.969482
	Iteration 17Q: 3 clusters Score -1857879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1857891.625000 Penalty: 3114.969482
	Iteration 18Q: 3 clusters Score -1857892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1857897.375000 Penalty: 3114.969482
	Iteration 19Q: 3 clusters Score -1857897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1857907.250000 Penalty: 3114.969482
	Iteration 20F: 3 clusters Score -1857907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1857916.000000 Penalty: 3114.969482
	Iteration 21Q: 3 clusters Score -1857916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1857924.875000 Penalty: 3114.969482
	Iteration 22Q: 3 clusters Score -1857925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1857927.750000 Penalty: 3114.969482
	Iteration 23Q: 3 clusters Score -1857928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1857929.750000 Penalty: 3114.969482
	Iteration 24Q: 3 clusters Score -1857930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1857930.500000 Penalty: 3114.969482
	Iteration 25Q: 3 clusters Score -1857930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1857933.125000 Penalty: 3114.969482
	Iteration 26Q: 3 clusters Score -1857933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1857938.625000 Penalty: 3114.969482
	Iteration 27Q: 3 clusters Score -1857939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1857939.500000 Penalty: 3114.969482
	Iteration 28Q: 3 clusters Score -1857940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1857942.625000 Penalty: 3114.969482
	Iteration 29Q: 3 clusters Score -1857943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1857942.625000 Penalty: 3114.969482
	Iteration 30F: 3 clusters Score -1857943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47127 members 
Mstep: Class 5 contains 55709 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8445 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31363 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 4729 members 
Mstep: Class 13 contains 23442 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55089 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 14538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804144.000000 Penalty: 38530.851562
Iteration 319Q: 19 clusters Score -6.580414e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47122 members 
Mstep: Class 5 contains 55707 members 
Mstep: Class 6 contains 45738 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8446 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31364 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 4730 members 
Mstep: Class 13 contains 23433 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55087 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804180.000000 Penalty: 38530.851562
Iteration 320F: 19 clusters Score -6.580418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47119 members 
Mstep: Class 5 contains 55699 members 
Mstep: Class 6 contains 45756 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8449 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31364 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 4731 members 
Mstep: Class 13 contains 23426 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55086 members 
Mstep: Class 18 contains 1628 members 
Mstep: Class 19 contains 14538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804108.000000 Penalty: 38530.851562
Iteration 321Q: 19 clusters Score -6.580411e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47116 members 
Mstep: Class 5 contains 55698 members 
Mstep: Class 6 contains 45777 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8450 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31365 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 23406 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 55088 members 
Mstep: Class 18 contains 1627 members 
Mstep: Class 19 contains 14538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804116.000000 Penalty: 38530.851562
Iteration 322Q: 19 clusters Score -6.580412e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 55694 members 
Mstep: Class 6 contains 45798 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8454 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31366 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4736 members 
Mstep: Class 13 contains 23390 members 
Mstep: Class 14 contains 62637 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55090 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 19 contains 14539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804108.000000 Penalty: 38530.851562
Iteration 323Q: 19 clusters Score -6.580411e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47112 members 
Mstep: Class 5 contains 55685 members 
Mstep: Class 6 contains 45819 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31367 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 4736 members 
Mstep: Class 13 contains 23374 members 
Mstep: Class 14 contains 62637 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 55090 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 19 contains 14538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804068.000000 Penalty: 38530.851562
Iteration 324Q: 19 clusters Score -6.580407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47110 members 
Mstep: Class 5 contains 55676 members 
Mstep: Class 6 contains 45845 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31367 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 4738 members 
Mstep: Class 13 contains 23358 members 
Mstep: Class 14 contains 62637 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 55091 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 14536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804040.000000 Penalty: 38530.851562
Iteration 325Q: 19 clusters Score -6.580404e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47108 members 
Mstep: Class 5 contains 55672 members 
Mstep: Class 6 contains 45881 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31365 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 62637 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55091 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 14534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804060.000000 Penalty: 38530.851562
Iteration 326Q: 19 clusters Score -6.580406e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47105 members 
Mstep: Class 5 contains 55664 members 
Mstep: Class 6 contains 45909 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31365 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23318 members 
Mstep: Class 14 contains 62638 members 
Mstep: Class 15 contains 80988 members 
Mstep: Class 16 contains 55095 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 14530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804060.000000 Penalty: 38530.851562
Iteration 327Q: 19 clusters Score -6.580406e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47102 members 
Mstep: Class 5 contains 55655 members 
Mstep: Class 6 contains 45944 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31367 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23292 members 
Mstep: Class 14 contains 62638 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55096 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 14528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804056.000000 Penalty: 38530.851562
Iteration 328Q: 19 clusters Score -6.580406e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47102 members 
Mstep: Class 5 contains 55651 members 
Mstep: Class 6 contains 45961 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31368 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23272 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55099 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804040.000000 Penalty: 38530.851562
Iteration 329Q: 19 clusters Score -6.580404e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47099 members 
Mstep: Class 5 contains 55648 members 
Mstep: Class 6 contains 45960 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31370 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23262 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55103 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804052.000000 Penalty: 38530.851562
Iteration 330Q: 19 clusters Score -6.580405e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47097 members 
Mstep: Class 5 contains 55645 members 
Mstep: Class 6 contains 45971 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31373 members 
Mstep: Class 11 contains 6222 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23248 members 
Mstep: Class 14 contains 62641 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55107 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804052.000000 Penalty: 38530.851562
Iteration 331Q: 19 clusters Score -6.580405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47096 members 
Mstep: Class 5 contains 55642 members 
Mstep: Class 6 contains 45977 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31374 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23236 members 
Mstep: Class 14 contains 62641 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 55111 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804040.000000 Penalty: 38530.851562
Iteration 332Q: 19 clusters Score -6.580404e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47095 members 
Mstep: Class 5 contains 55639 members 
Mstep: Class 6 contains 45991 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31375 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23220 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55115 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804036.000000 Penalty: 38530.851562
Iteration 333Q: 19 clusters Score -6.580404e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47097 members 
Mstep: Class 5 contains 55637 members 
Mstep: Class 6 contains 46006 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31378 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23203 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80989 members 
Mstep: Class 16 contains 55115 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804088.000000 Penalty: 38530.851562
Iteration 334Q: 19 clusters Score -6.580409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47096 members 
Mstep: Class 5 contains 55630 members 
Mstep: Class 6 contains 46016 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23197 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55115 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804040.000000 Penalty: 38530.851562
Iteration 335Q: 19 clusters Score -6.580404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 55629 members 
Mstep: Class 6 contains 46023 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23195 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55115 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804076.000000 Penalty: 38530.851562
Iteration 336Q: 19 clusters Score -6.580408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 55628 members 
Mstep: Class 6 contains 46024 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23192 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55115 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804012.000000 Penalty: 38530.851562
Iteration 337Q: 19 clusters Score -6.580401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47093 members 
Mstep: Class 5 contains 55627 members 
Mstep: Class 6 contains 46024 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23191 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55114 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804020.000000 Penalty: 38530.851562
Iteration 338Q: 19 clusters Score -6.580402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47093 members 
Mstep: Class 5 contains 55625 members 
Mstep: Class 6 contains 46024 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23189 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55113 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804008.000000 Penalty: 38530.851562
Iteration 339Q: 19 clusters Score -6.580401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47092 members 
Mstep: Class 5 contains 55621 members 
Mstep: Class 6 contains 46028 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23185 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80993 members 
Mstep: Class 16 contains 55114 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803992.000000 Penalty: 38530.851562
Iteration 340F: 19 clusters Score -6.580399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47092 members 
Mstep: Class 5 contains 55618 members 
Mstep: Class 6 contains 46035 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23182 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55113 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804016.000000 Penalty: 38530.851562
Iteration 341Q: 19 clusters Score -6.580402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47092 members 
Mstep: Class 5 contains 55615 members 
Mstep: Class 6 contains 46045 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23178 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80995 members 
Mstep: Class 16 contains 55111 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804024.000000 Penalty: 38530.851562
Iteration 342Q: 19 clusters Score -6.580402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47091 members 
Mstep: Class 5 contains 55615 members 
Mstep: Class 6 contains 46054 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23175 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80995 members 
Mstep: Class 16 contains 55107 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804012.000000 Penalty: 38530.851562
Iteration 343Q: 19 clusters Score -6.580401e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47090 members 
Mstep: Class 5 contains 55612 members 
Mstep: Class 6 contains 46063 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23166 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80995 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804012.000000 Penalty: 38530.851562
Iteration 344Q: 19 clusters Score -6.580401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47087 members 
Mstep: Class 5 contains 55611 members 
Mstep: Class 6 contains 46072 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23159 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55109 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804060.000000 Penalty: 38530.851562
Iteration 345Q: 19 clusters Score -6.580406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47084 members 
Mstep: Class 5 contains 55611 members 
Mstep: Class 6 contains 46085 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31380 members 
Mstep: Class 11 contains 6222 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23146 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55108 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804080.000000 Penalty: 38530.851562
Iteration 346Q: 19 clusters Score -6.580408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47081 members 
Mstep: Class 5 contains 55612 members 
Mstep: Class 6 contains 46095 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23132 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55109 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804088.000000 Penalty: 38530.851562
Iteration 347Q: 19 clusters Score -6.580409e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47078 members 
Mstep: Class 5 contains 55613 members 
Mstep: Class 6 contains 46108 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31378 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23119 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55107 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804132.000000 Penalty: 38530.851562
Iteration 348Q: 19 clusters Score -6.580413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47074 members 
Mstep: Class 5 contains 55612 members 
Mstep: Class 6 contains 46124 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31378 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23106 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55106 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804144.000000 Penalty: 38530.851562
Iteration 349Q: 19 clusters Score -6.580414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47071 members 
Mstep: Class 5 contains 55611 members 
Mstep: Class 6 contains 46132 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31378 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23099 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55105 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804148.000000 Penalty: 38530.851562
Iteration 350Q: 19 clusters Score -6.580415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47069 members 
Mstep: Class 5 contains 55610 members 
Mstep: Class 6 contains 46132 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31378 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23094 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55107 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804172.000000 Penalty: 38530.851562
Iteration 351Q: 19 clusters Score -6.580417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47068 members 
Mstep: Class 5 contains 55609 members 
Mstep: Class 6 contains 46135 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31378 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23088 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55109 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804108.000000 Penalty: 38530.851562
Iteration 352Q: 19 clusters Score -6.580411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47065 members 
Mstep: Class 5 contains 55608 members 
Mstep: Class 6 contains 46138 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31375 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23082 members 
Mstep: Class 14 contains 62638 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55114 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804140.000000 Penalty: 38530.851562
Iteration 353Q: 19 clusters Score -6.580414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47063 members 
Mstep: Class 5 contains 55607 members 
Mstep: Class 6 contains 46142 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31375 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23077 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804144.000000 Penalty: 38530.851562
Iteration 354Q: 19 clusters Score -6.580414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47066 members 
Mstep: Class 5 contains 55607 members 
Mstep: Class 6 contains 46145 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31375 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23071 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55117 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804152.000000 Penalty: 38530.851562
Iteration 355Q: 19 clusters Score -6.580415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47063 members 
Mstep: Class 5 contains 55606 members 
Mstep: Class 6 contains 46148 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31375 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23068 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80994 members 
Mstep: Class 16 contains 55117 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804156.000000 Penalty: 38530.851562
Iteration 356Q: 19 clusters Score -6.580416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47062 members 
Mstep: Class 5 contains 55605 members 
Mstep: Class 6 contains 46150 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31377 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23065 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804140.000000 Penalty: 38530.851562
Iteration 357Q: 19 clusters Score -6.580414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47058 members 
Mstep: Class 5 contains 55605 members 
Mstep: Class 6 contains 46154 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31378 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23061 members 
Mstep: Class 14 contains 62641 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804140.000000 Penalty: 38530.851562
Iteration 358Q: 19 clusters Score -6.580414e+07 nChanged 9
Entering ConstructFrom: 
Score: -65804140.000000 Penalty: 38530.851562
Entering ConstructFrom: 
Trying to split cluster 1 (68975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Entering Unmasked Estep 
Score: -8656266.000000 Penalty: 1810.493652
	Iteration 0F: 2 clusters Score -8656266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -8610734.000000 Penalty: 3620.987305
	Iteration 0F: 3 clusters Score -8610734 nChanged 32669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -8629246.000000 Penalty: 3620.987305
	Iteration 1F: 3 clusters Score -8629246 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -8630080.000000 Penalty: 3620.987305
	Iteration 2Q: 3 clusters Score -8630080 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -8631243.000000 Penalty: 3620.987305
	Iteration 3Q: 3 clusters Score -8631243 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -8632842.000000 Penalty: 3620.987305
	Iteration 4Q: 3 clusters Score -8632842 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -8635417.000000 Penalty: 3620.987305
	Iteration 5F: 3 clusters Score -8635417 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -8639028.000000 Penalty: 3620.987305
	Iteration 6F: 3 clusters Score -8639028 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -8643122.000000 Penalty: 3620.987305
	Iteration 7F: 3 clusters Score -8643122 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -8646428.000000 Penalty: 3620.987305
	Iteration 8F: 3 clusters Score -8646428 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8648600.000000 Penalty: 3620.987305
	Iteration 9Q: 3 clusters Score -8648600 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -8650187.000000 Penalty: 3620.987305
	Iteration 10Q: 3 clusters Score -8650187 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -8651414.000000 Penalty: 3620.987305
	Iteration 11Q: 3 clusters Score -8651414 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8652407.000000 Penalty: 3620.987305
	Iteration 12Q: 3 clusters Score -8652407 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8653249.000000 Penalty: 3620.987305
	Iteration 13Q: 3 clusters Score -8653249 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8653775.000000 Penalty: 3620.987305
	Iteration 14Q: 3 clusters Score -8653775 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8654134.000000 Penalty: 3620.987305
	Iteration 15Q: 3 clusters Score -8654134 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8654321.000000 Penalty: 3620.987305
	Iteration 16Q: 3 clusters Score -8654321 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8654437.000000 Penalty: 3620.987305
	Iteration 17Q: 3 clusters Score -8654437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8654511.000000 Penalty: 3620.987305
	Iteration 18Q: 3 clusters Score -8654511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8654570.000000 Penalty: 3620.987305
	Iteration 19Q: 3 clusters Score -8654570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8654598.000000 Penalty: 3620.987305
	Iteration 20F: 3 clusters Score -8654598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8654622.000000 Penalty: 3620.987305
	Iteration 21Q: 3 clusters Score -8654622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8654628.000000 Penalty: 3620.987305
	Iteration 22Q: 3 clusters Score -8654628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8654638.000000 Penalty: 3620.987305
	Iteration 23Q: 3 clusters Score -8654638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8654641.000000 Penalty: 3620.987305
	Iteration 24Q: 3 clusters Score -8654641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8654657.000000 Penalty: 3620.987305
	Iteration 25Q: 3 clusters Score -8654657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8654672.000000 Penalty: 3620.987305
	Iteration 26Q: 3 clusters Score -8654672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8654674.000000 Penalty: 3620.987305
	Iteration 27Q: 3 clusters Score -8654674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8654669.000000 Penalty: 3620.987305
	Iteration 28Q: 3 clusters Score -8654669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8654669.000000 Penalty: 3620.987305
	Iteration 29F: 3 clusters Score -8654669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Entering Unmasked Estep 
Score: -1903792.375000 Penalty: 1567.276978
	Iteration 0F: 2 clusters Score -1903792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1893124.250000 Penalty: 3134.553955
	Iteration 0F: 3 clusters Score -1893124 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1896767.750000 Penalty: 3134.553955
	Iteration 1F: 3 clusters Score -1896768 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1897086.500000 Penalty: 3134.553955
	Iteration 2F: 3 clusters Score -1897086 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1897395.500000 Penalty: 3134.553955
	Iteration 3Q: 3 clusters Score -1897396 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1897762.375000 Penalty: 3134.553955
	Iteration 4Q: 3 clusters Score -1897762 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1898274.000000 Penalty: 3134.553955
	Iteration 5F: 3 clusters Score -1898274 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1898978.875000 Penalty: 3134.553955
	Iteration 6F: 3 clusters Score -1898979 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1899915.000000 Penalty: 3134.553955
	Iteration 7F: 3 clusters Score -1899915 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1901072.625000 Penalty: 3134.553955
	Iteration 8F: 3 clusters Score -1901073 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1902133.875000 Penalty: 3134.553955
	Iteration 9F: 3 clusters Score -1902134 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1902692.000000 Penalty: 3134.553955
	Iteration 10Q: 3 clusters Score -1902692 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1902834.250000 Penalty: 3134.553955
	Iteration 11Q: 3 clusters Score -1902834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1902902.250000 Penalty: 3134.553955
	Iteration 12Q: 3 clusters Score -1902902 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1902928.750000 Penalty: 3134.553955
	Iteration 13Q: 3 clusters Score -1902929 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1902960.875000 Penalty: 3134.553955
	Iteration 14Q: 3 clusters Score -1902961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1902964.250000 Penalty: 3134.553955
	Iteration 15Q: 3 clusters Score -1902964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1902977.750000 Penalty: 3134.553955
	Iteration 16Q: 3 clusters Score -1902978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1902985.375000 Penalty: 3134.553955
	Iteration 17Q: 3 clusters Score -1902985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1902993.875000 Penalty: 3134.553955
	Iteration 18Q: 3 clusters Score -1902994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1902994.500000 Penalty: 3134.553955
	Iteration 19Q: 3 clusters Score -1902994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1902995.500000 Penalty: 3134.553955
	Iteration 20F: 3 clusters Score -1902996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1902998.125000 Penalty: 3134.553955
	Iteration 21Q: 3 clusters Score -1902998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1902998.750000 Penalty: 3134.553955
	Iteration 22Q: 3 clusters Score -1902999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1902999.750000 Penalty: 3134.553955
	Iteration 23Q: 3 clusters Score -1903000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1903001.500000 Penalty: 3134.553955
	Iteration 24Q: 3 clusters Score -1903002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1902999.625000 Penalty: 3134.553955
	Iteration 25Q: 3 clusters Score -1903000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1902999.625000 Penalty: 3134.553955
	Iteration 26F: 3 clusters Score -1903000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Entering Unmasked Estep 
Score: -365810.093750 Penalty: 1305.522095
	Iteration 0F: 2 clusters Score -365810.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -362993.125000 Penalty: 2611.044189
	Iteration 0F: 3 clusters Score -362993.1 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -363647.156250 Penalty: 2611.044189
	Iteration 1F: 3 clusters Score -363647.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -363791.125000 Penalty: 2611.044189
	Iteration 2F: 3 clusters Score -363791.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -363882.875000 Penalty: 2611.044189
	Iteration 3F: 3 clusters Score -363882.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -363924.250000 Penalty: 2611.044189
	Iteration 4Q: 3 clusters Score -363924.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -363957.187500 Penalty: 2611.044189
	Iteration 5Q: 3 clusters Score -363957.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -363988.468750 Penalty: 2611.044189
	Iteration 6Q: 3 clusters Score -363988.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -364018.000000 Penalty: 2611.044189
	Iteration 7Q: 3 clusters Score -364018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -364041.531250 Penalty: 2611.044189
	Iteration 8Q: 3 clusters Score -364041.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -364052.031250 Penalty: 2611.044189
	Iteration 9Q: 3 clusters Score -364052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -364061.406250 Penalty: 2611.044189
	Iteration 10Q: 3 clusters Score -364061.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -364071.093750 Penalty: 2611.044189
	Iteration 11Q: 3 clusters Score -364071.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -364081.531250 Penalty: 2611.044189
	Iteration 12Q: 3 clusters Score -364081.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -364092.906250 Penalty: 2611.044189
	Iteration 13Q: 3 clusters Score -364092.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -364108.031250 Penalty: 2611.044189
	Iteration 14Q: 3 clusters Score -364108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -364131.531250 Penalty: 2611.044189
	Iteration 15Q: 3 clusters Score -364131.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -364170.843750 Penalty: 2611.044189
	Iteration 16Q: 3 clusters Score -364170.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -364213.093750 Penalty: 2611.044189
	Iteration 17Q: 3 clusters Score -364213.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -364256.812500 Penalty: 2611.044189
	Iteration 18Q: 3 clusters Score -364256.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -364311.312500 Penalty: 2611.044189
	Iteration 19Q: 3 clusters Score -364311.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -364375.406250 Penalty: 2611.044189
	Iteration 20F: 3 clusters Score -364375.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -364451.250000 Penalty: 2611.044189
	Iteration 21Q: 3 clusters Score -364451.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -364531.781250 Penalty: 2611.044189
	Iteration 22Q: 3 clusters Score -364531.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -364614.156250 Penalty: 2611.044189
	Iteration 23Q: 3 clusters Score -364614.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -364675.656250 Penalty: 2611.044189
	Iteration 24Q: 3 clusters Score -364675.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -364720.593750 Penalty: 2611.044189
	Iteration 25Q: 3 clusters Score -364720.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -364756.156250 Penalty: 2611.044189
	Iteration 26Q: 3 clusters Score -364756.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -364788.875000 Penalty: 2611.044189
	Iteration 27Q: 3 clusters Score -364788.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -364810.781250 Penalty: 2611.044189
	Iteration 28Q: 3 clusters Score -364810.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -364832.281250 Penalty: 2611.044189
	Iteration 29Q: 3 clusters Score -364832.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -364849.531250 Penalty: 2611.044189
	Iteration 30Q: 3 clusters Score -364849.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -364862.000000 Penalty: 2611.044189
	Iteration 31Q: 3 clusters Score -364862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -364869.593750 Penalty: 2611.044189
	Iteration 32Q: 3 clusters Score -364869.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -364879.281250 Penalty: 2611.044189
	Iteration 33Q: 3 clusters Score -364879.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -364890.593750 Penalty: 2611.044189
	Iteration 34Q: 3 clusters Score -364890.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -364900.125000 Penalty: 2611.044189
	Iteration 35Q: 3 clusters Score -364900.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -364914.656250 Penalty: 2611.044189
	Iteration 36Q: 3 clusters Score -364914.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -364928.625000 Penalty: 2611.044189
	Iteration 37Q: 3 clusters Score -364928.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -364941.406250 Penalty: 2611.044189
	Iteration 38Q: 3 clusters Score -364941.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -364954.875000 Penalty: 2611.044189
	Iteration 39Q: 3 clusters Score -364954.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -364974.843750 Penalty: 2611.044189
	Iteration 40F: 3 clusters Score -364974.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -364998.281250 Penalty: 2611.044189
	Iteration 41Q: 3 clusters Score -364998.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -365019.187500 Penalty: 2611.044189
	Iteration 42Q: 3 clusters Score -365019.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -365032.437500 Penalty: 2611.044189
	Iteration 43Q: 3 clusters Score -365032.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -365045.968750 Penalty: 2611.044189
	Iteration 44Q: 3 clusters Score -365046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -365053.781250 Penalty: 2611.044189
	Iteration 45Q: 3 clusters Score -365053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -365061.125000 Penalty: 2611.044189
	Iteration 46Q: 3 clusters Score -365061.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -365068.437500 Penalty: 2611.044189
	Iteration 47Q: 3 clusters Score -365068.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -365076.593750 Penalty: 2611.044189
	Iteration 48Q: 3 clusters Score -365076.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -365081.781250 Penalty: 2611.044189
	Iteration 49Q: 3 clusters Score -365081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -365084.281250 Penalty: 2611.044189
	Iteration 50Q: 3 clusters Score -365084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -365087.218750 Penalty: 2611.044189
	Iteration 51Q: 3 clusters Score -365087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -365089.343750 Penalty: 2611.044189
	Iteration 52Q: 3 clusters Score -365089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -365090.093750 Penalty: 2611.044189
	Iteration 53Q: 3 clusters Score -365090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -365091.062500 Penalty: 2611.044189
	Iteration 54Q: 3 clusters Score -365091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -365092.062500 Penalty: 2611.044189
	Iteration 55Q: 3 clusters Score -365092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -365091.718750 Penalty: 2611.044189
	Iteration 56Q: 3 clusters Score -365091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -365092.687500 Penalty: 2611.044189
	Iteration 57Q: 3 clusters Score -365092.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -365092.687500 Penalty: 2611.044189
	Iteration 58F: 3 clusters Score -365092.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Entering Unmasked Estep 
Score: -5966066.500000 Penalty: 1748.349243
	Iteration 0F: 2 clusters Score -5966066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5934700.500000 Penalty: 3496.698486
	Iteration 0F: 3 clusters Score -5934700 nChanged 22001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5946954.500000 Penalty: 3496.698486
	Iteration 1F: 3 clusters Score -5946954 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -5947542.000000 Penalty: 3496.698486
	Iteration 2Q: 3 clusters Score -5947542 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -5948352.500000 Penalty: 3496.698486
	Iteration 3Q: 3 clusters Score -5948352 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5949429.500000 Penalty: 3496.698486
	Iteration 4Q: 3 clusters Score -5949430 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -5950959.500000 Penalty: 3496.698486
	Iteration 5F: 3 clusters Score -5950960 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5952890.500000 Penalty: 3496.698486
	Iteration 6F: 3 clusters Score -5952890 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -5955120.500000 Penalty: 3496.698486
	Iteration 7F: 3 clusters Score -5955120 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -5957276.500000 Penalty: 3496.698486
	Iteration 8F: 3 clusters Score -5957276 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -5959194.000000 Penalty: 3496.698486
	Iteration 9F: 3 clusters Score -5959194 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -5960654.500000 Penalty: 3496.698486
	Iteration 10Q: 3 clusters Score -5960654 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -5961788.500000 Penalty: 3496.698486
	Iteration 11Q: 3 clusters Score -5961788 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5962492.000000 Penalty: 3496.698486
	Iteration 12Q: 3 clusters Score -5962492 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -5962944.500000 Penalty: 3496.698486
	Iteration 13Q: 3 clusters Score -5962944 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5963294.000000 Penalty: 3496.698486
	Iteration 14Q: 3 clusters Score -5963294 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5963531.000000 Penalty: 3496.698486
	Iteration 15Q: 3 clusters Score -5963531 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5963736.500000 Penalty: 3496.698486
	Iteration 16Q: 3 clusters Score -5963736 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5963887.000000 Penalty: 3496.698486
	Iteration 17Q: 3 clusters Score -5963887 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5964004.000000 Penalty: 3496.698486
	Iteration 18Q: 3 clusters Score -5964004 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5964106.500000 Penalty: 3496.698486
	Iteration 19Q: 3 clusters Score -5964106 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5964202.000000 Penalty: 3496.698486
	Iteration 20F: 3 clusters Score -5964202 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5964252.500000 Penalty: 3496.698486
	Iteration 21Q: 3 clusters Score -5964252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5964303.500000 Penalty: 3496.698486
	Iteration 22Q: 3 clusters Score -5964304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5964336.500000 Penalty: 3496.698486
	Iteration 23Q: 3 clusters Score -5964336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5964373.000000 Penalty: 3496.698486
	Iteration 24Q: 3 clusters Score -5964373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5964390.000000 Penalty: 3496.698486
	Iteration 25Q: 3 clusters Score -5964390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5964406.000000 Penalty: 3496.698486
	Iteration 26Q: 3 clusters Score -5964406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5964436.000000 Penalty: 3496.698486
	Iteration 27Q: 3 clusters Score -5964436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5964444.000000 Penalty: 3496.698486
	Iteration 28Q: 3 clusters Score -5964444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5964455.000000 Penalty: 3496.698486
	Iteration 29Q: 3 clusters Score -5964455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5964464.000000 Penalty: 3496.698486
	Iteration 30Q: 3 clusters Score -5964464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5964490.000000 Penalty: 3496.698486
	Iteration 31Q: 3 clusters Score -5964490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5964500.500000 Penalty: 3496.698486
	Iteration 32Q: 3 clusters Score -5964500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5964506.500000 Penalty: 3496.698486
	Iteration 33Q: 3 clusters Score -5964506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5964526.000000 Penalty: 3496.698486
	Iteration 34Q: 3 clusters Score -5964526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5964531.000000 Penalty: 3496.698486
	Iteration 35Q: 3 clusters Score -5964531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5964532.500000 Penalty: 3496.698486
	Iteration 36Q: 3 clusters Score -5964532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5964536.500000 Penalty: 3496.698486
	Iteration 37Q: 3 clusters Score -5964536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5964541.000000 Penalty: 3496.698486
	Iteration 38Q: 3 clusters Score -5964541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5964543.000000 Penalty: 3496.698486
	Iteration 39Q: 3 clusters Score -5964543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5964546.000000 Penalty: 3496.698486
	Iteration 40F: 3 clusters Score -5964546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5964548.000000 Penalty: 3496.698486
	Iteration 41Q: 3 clusters Score -5964548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5964542.500000 Penalty: 3496.698486
	Iteration 42Q: 3 clusters Score -5964542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5964546.000000 Penalty: 3496.698486
	Iteration 43Q: 3 clusters Score -5964546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5964545.000000 Penalty: 3496.698486
	Iteration 44Q: 3 clusters Score -5964545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5964546.000000 Penalty: 3496.698486
	Iteration 45Q: 3 clusters Score -5964546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5964551.500000 Penalty: 3496.698486
	Iteration 46Q: 3 clusters Score -5964552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5964552.000000 Penalty: 3496.698486
	Iteration 47Q: 3 clusters Score -5964552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5964552.500000 Penalty: 3496.698486
	Iteration 48Q: 3 clusters Score -5964552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5964552.500000 Penalty: 3496.698486
	Iteration 49F: 3 clusters Score -5964552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Entering Unmasked Estep 
Score: -7180354.500000 Penalty: 1775.482544
	Iteration 0F: 2 clusters Score -7180354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -7144202.500000 Penalty: 3550.965088
	Iteration 0F: 3 clusters Score -7144202 nChanged 26264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -7158940.500000 Penalty: 3550.965088
	Iteration 1F: 3 clusters Score -7158940 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -7159424.000000 Penalty: 3550.965088
	Iteration 2Q: 3 clusters Score -7159424 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -7159943.000000 Penalty: 3550.965088
	Iteration 3Q: 3 clusters Score -7159943 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -7160593.500000 Penalty: 3550.965088
	Iteration 4Q: 3 clusters Score -7160594 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -7161466.000000 Penalty: 3550.965088
	Iteration 5Q: 3 clusters Score -7161466 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -7162836.500000 Penalty: 3550.965088
	Iteration 6Q: 3 clusters Score -7162836 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -7164995.000000 Penalty: 3550.965088
	Iteration 7F: 3 clusters Score -7164995 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -7167821.500000 Penalty: 3550.965088
	Iteration 8F: 3 clusters Score -7167822 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -7170979.000000 Penalty: 3550.965088
	Iteration 9F: 3 clusters Score -7170979 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -7173763.000000 Penalty: 3550.965088
	Iteration 10F: 3 clusters Score -7173763 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -7175548.000000 Penalty: 3550.965088
	Iteration 11Q: 3 clusters Score -7175548 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7176584.500000 Penalty: 3550.965088
	Iteration 12Q: 3 clusters Score -7176584 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7177153.500000 Penalty: 3550.965088
	Iteration 13Q: 3 clusters Score -7177154 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7177633.500000 Penalty: 3550.965088
	Iteration 14Q: 3 clusters Score -7177634 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7177973.000000 Penalty: 3550.965088
	Iteration 15Q: 3 clusters Score -7177973 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7178214.500000 Penalty: 3550.965088
	Iteration 16Q: 3 clusters Score -7178214 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7178421.500000 Penalty: 3550.965088
	Iteration 17Q: 3 clusters Score -7178422 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7178541.500000 Penalty: 3550.965088
	Iteration 18Q: 3 clusters Score -7178542 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7178634.500000 Penalty: 3550.965088
	Iteration 19Q: 3 clusters Score -7178634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7178707.000000 Penalty: 3550.965088
	Iteration 20F: 3 clusters Score -7178707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7178751.000000 Penalty: 3550.965088
	Iteration 21Q: 3 clusters Score -7178751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7178770.500000 Penalty: 3550.965088
	Iteration 22Q: 3 clusters Score -7178770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7178796.500000 Penalty: 3550.965088
	Iteration 23Q: 3 clusters Score -7178796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7178823.000000 Penalty: 3550.965088
	Iteration 24Q: 3 clusters Score -7178823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7178837.500000 Penalty: 3550.965088
	Iteration 25Q: 3 clusters Score -7178838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7178849.500000 Penalty: 3550.965088
	Iteration 26Q: 3 clusters Score -7178850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7178856.500000 Penalty: 3550.965088
	Iteration 27Q: 3 clusters Score -7178856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7178865.500000 Penalty: 3550.965088
	Iteration 28Q: 3 clusters Score -7178866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7178856.500000 Penalty: 3550.965088
	Iteration 29Q: 3 clusters Score -7178856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7178870.000000 Penalty: 3550.965088
	Iteration 30Q: 3 clusters Score -7178870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7178874.000000 Penalty: 3550.965088
	Iteration 31Q: 3 clusters Score -7178874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7178872.500000 Penalty: 3550.965088
	Iteration 32Q: 3 clusters Score -7178872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7178877.000000 Penalty: 3550.965088
	Iteration 33Q: 3 clusters Score -7178877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7178880.000000 Penalty: 3550.965088
	Iteration 34Q: 3 clusters Score -7178880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7178887.500000 Penalty: 3550.965088
	Iteration 35Q: 3 clusters Score -7178888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7178886.500000 Penalty: 3550.965088
	Iteration 36Q: 3 clusters Score -7178886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7178895.000000 Penalty: 3550.965088
	Iteration 37Q: 3 clusters Score -7178895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7178899.000000 Penalty: 3550.965088
	Iteration 38Q: 3 clusters Score -7178899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7178899.000000 Penalty: 3550.965088
	Iteration 39F: 3 clusters Score -7178899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Entering Unmasked Estep 
Score: -5923041.000000 Penalty: 1745.214600
	Iteration 0F: 2 clusters Score -5923041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -5892515.500000 Penalty: 3490.429199
	Iteration 0F: 3 clusters Score -5892516 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5904492.500000 Penalty: 3490.429199
	Iteration 1F: 3 clusters Score -5904492 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -5904759.000000 Penalty: 3490.429199
	Iteration 2Q: 3 clusters Score -5904759 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -5905076.000000 Penalty: 3490.429199
	Iteration 3Q: 3 clusters Score -5905076 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5905388.500000 Penalty: 3490.429199
	Iteration 4Q: 3 clusters Score -5905388 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5905715.000000 Penalty: 3490.429199
	Iteration 5Q: 3 clusters Score -5905715 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5906064.500000 Penalty: 3490.429199
	Iteration 6Q: 3 clusters Score -5906064 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -5906493.500000 Penalty: 3490.429199
	Iteration 7Q: 3 clusters Score -5906494 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5907064.000000 Penalty: 3490.429199
	Iteration 8Q: 3 clusters Score -5907064 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -5907826.000000 Penalty: 3490.429199
	Iteration 9Q: 3 clusters Score -5907826 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5908982.500000 Penalty: 3490.429199
	Iteration 10Q: 3 clusters Score -5908982 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5910581.000000 Penalty: 3490.429199
	Iteration 11F: 3 clusters Score -5910581 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -5912336.500000 Penalty: 3490.429199
	Iteration 12F: 3 clusters Score -5912336 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5913899.000000 Penalty: 3490.429199
	Iteration 13F: 3 clusters Score -5913899 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -5914963.000000 Penalty: 3490.429199
	Iteration 14Q: 3 clusters Score -5914963 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -5915456.000000 Penalty: 3490.429199
	Iteration 15Q: 3 clusters Score -5915456 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -5915826.000000 Penalty: 3490.429199
	Iteration 16Q: 3 clusters Score -5915826 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -5916117.000000 Penalty: 3490.429199
	Iteration 17Q: 3 clusters Score -5916117 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -5916469.000000 Penalty: 3490.429199
	Iteration 18Q: 3 clusters Score -5916469 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -5916787.000000 Penalty: 3490.429199
	Iteration 19Q: 3 clusters Score -5916787 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -5917142.000000 Penalty: 3490.429199
	Iteration 20F: 3 clusters Score -5917142 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -5917476.500000 Penalty: 3490.429199
	Iteration 21Q: 3 clusters Score -5917476 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -5917808.000000 Penalty: 3490.429199
	Iteration 22Q: 3 clusters Score -5917808 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -5918174.500000 Penalty: 3490.429199
	Iteration 23Q: 3 clusters Score -5918174 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -5918491.500000 Penalty: 3490.429199
	Iteration 24Q: 3 clusters Score -5918492 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -5918815.500000 Penalty: 3490.429199
	Iteration 25Q: 3 clusters Score -5918816 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -5919151.000000 Penalty: 3490.429199
	Iteration 26Q: 3 clusters Score -5919151 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5919432.500000 Penalty: 3490.429199
	Iteration 27Q: 3 clusters Score -5919432 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -5919677.500000 Penalty: 3490.429199
	Iteration 28Q: 3 clusters Score -5919678 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5919882.000000 Penalty: 3490.429199
	Iteration 29Q: 3 clusters Score -5919882 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5920093.500000 Penalty: 3490.429199
	Iteration 30Q: 3 clusters Score -5920094 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5920243.500000 Penalty: 3490.429199
	Iteration 31Q: 3 clusters Score -5920244 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5920389.000000 Penalty: 3490.429199
	Iteration 32Q: 3 clusters Score -5920389 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5920532.000000 Penalty: 3490.429199
	Iteration 33Q: 3 clusters Score -5920532 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5920671.000000 Penalty: 3490.429199
	Iteration 34Q: 3 clusters Score -5920671 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5920768.500000 Penalty: 3490.429199
	Iteration 35Q: 3 clusters Score -5920768 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5920838.000000 Penalty: 3490.429199
	Iteration 36Q: 3 clusters Score -5920838 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5920905.500000 Penalty: 3490.429199
	Iteration 37Q: 3 clusters Score -5920906 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5920938.000000 Penalty: 3490.429199
	Iteration 38Q: 3 clusters Score -5920938 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5920999.500000 Penalty: 3490.429199
	Iteration 39Q: 3 clusters Score -5921000 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5921063.500000 Penalty: 3490.429199
	Iteration 40F: 3 clusters Score -5921064 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5921120.500000 Penalty: 3490.429199
	Iteration 41Q: 3 clusters Score -5921120 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5921161.500000 Penalty: 3490.429199
	Iteration 42Q: 3 clusters Score -5921162 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5921204.500000 Penalty: 3490.429199
	Iteration 43Q: 3 clusters Score -5921204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5921236.500000 Penalty: 3490.429199
	Iteration 44Q: 3 clusters Score -5921236 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5921278.500000 Penalty: 3490.429199
	Iteration 45Q: 3 clusters Score -5921278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5921313.000000 Penalty: 3490.429199
	Iteration 46Q: 3 clusters Score -5921313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5921335.000000 Penalty: 3490.429199
	Iteration 47Q: 3 clusters Score -5921335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5921372.500000 Penalty: 3490.429199
	Iteration 48Q: 3 clusters Score -5921372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5921395.000000 Penalty: 3490.429199
	Iteration 49Q: 3 clusters Score -5921395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5921416.500000 Penalty: 3490.429199
	Iteration 50Q: 3 clusters Score -5921416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5921437.000000 Penalty: 3490.429199
	Iteration 51Q: 3 clusters Score -5921437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5921458.000000 Penalty: 3490.429199
	Iteration 52Q: 3 clusters Score -5921458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5921474.000000 Penalty: 3490.429199
	Iteration 53Q: 3 clusters Score -5921474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5921487.000000 Penalty: 3490.429199
	Iteration 54Q: 3 clusters Score -5921487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5921495.000000 Penalty: 3490.429199
	Iteration 55Q: 3 clusters Score -5921495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5921494.000000 Penalty: 3490.429199
	Iteration 56Q: 3 clusters Score -5921494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5921497.500000 Penalty: 3490.429199
	Iteration 57Q: 3 clusters Score -5921498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5921505.000000 Penalty: 3490.429199
	Iteration 58Q: 3 clusters Score -5921505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5921499.500000 Penalty: 3490.429199
	Iteration 59Q: 3 clusters Score -5921500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5921493.500000 Penalty: 3490.429199
	Iteration 60F: 3 clusters Score -5921494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5921494.500000 Penalty: 3490.429199
	Iteration 61Q: 3 clusters Score -5921494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5921495.500000 Penalty: 3490.429199
	Iteration 62Q: 3 clusters Score -5921496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5921504.500000 Penalty: 3490.429199
	Iteration 63Q: 3 clusters Score -5921504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5921501.500000 Penalty: 3490.429199
	Iteration 64Q: 3 clusters Score -5921502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5921508.500000 Penalty: 3490.429199
	Iteration 65Q: 3 clusters Score -5921508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5921509.500000 Penalty: 3490.429199
	Iteration 66Q: 3 clusters Score -5921510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5921512.000000 Penalty: 3490.429199
	Iteration 67Q: 3 clusters Score -5921512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5921513.500000 Penalty: 3490.429199
	Iteration 68Q: 3 clusters Score -5921514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5921515.000000 Penalty: 3490.429199
	Iteration 69Q: 3 clusters Score -5921515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5921516.500000 Penalty: 3490.429199
	Iteration 70Q: 3 clusters Score -5921516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5921516.500000 Penalty: 3490.429199
	Iteration 71Q: 3 clusters Score -5921516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5921517.000000 Penalty: 3490.429199
	Iteration 72Q: 3 clusters Score -5921517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5921518.500000 Penalty: 3490.429199
	Iteration 73Q: 3 clusters Score -5921518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5921513.500000 Penalty: 3490.429199
	Iteration 74Q: 3 clusters Score -5921514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5921513.500000 Penalty: 3490.429199
	Iteration 75F: 3 clusters Score -5921514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -14519.591797 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -14519.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13930.968750 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -13930.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14049.900391 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -14049.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14098.994141 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -14098.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14143.468750 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -14143.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14154.185547 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -14154.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14162.000977 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -14162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14162.000977 Penalty: 1687.711060
	Iteration 6F: 3 clusters Score -14162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Entering Unmasked Estep 
Score: -1089903.000000 Penalty: 1469.465942
	Iteration 0F: 2 clusters Score -1089903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1083645.500000 Penalty: 2938.931885
	Iteration 0F: 3 clusters Score -1083646 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1085619.750000 Penalty: 2938.931885
	Iteration 1F: 3 clusters Score -1085620 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1085821.875000 Penalty: 2938.931885
	Iteration 2F: 3 clusters Score -1085822 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1085982.625000 Penalty: 2938.931885
	Iteration 3Q: 3 clusters Score -1085983 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1086138.875000 Penalty: 2938.931885
	Iteration 4Q: 3 clusters Score -1086139 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1086296.875000 Penalty: 2938.931885
	Iteration 5Q: 3 clusters Score -1086297 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1086499.750000 Penalty: 2938.931885
	Iteration 6Q: 3 clusters Score -1086500 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1086761.625000 Penalty: 2938.931885
	Iteration 7Q: 3 clusters Score -1086762 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1087079.500000 Penalty: 2938.931885
	Iteration 8F: 3 clusters Score -1087080 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1087457.875000 Penalty: 2938.931885
	Iteration 9F: 3 clusters Score -1087458 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1087814.625000 Penalty: 2938.931885
	Iteration 10Q: 3 clusters Score -1087815 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1088090.625000 Penalty: 2938.931885
	Iteration 11Q: 3 clusters Score -1088091 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1088299.125000 Penalty: 2938.931885
	Iteration 12Q: 3 clusters Score -1088299 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1088413.625000 Penalty: 2938.931885
	Iteration 13Q: 3 clusters Score -1088414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1088486.500000 Penalty: 2938.931885
	Iteration 14Q: 3 clusters Score -1088486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1088535.375000 Penalty: 2938.931885
	Iteration 15Q: 3 clusters Score -1088535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1088578.125000 Penalty: 2938.931885
	Iteration 16Q: 3 clusters Score -1088578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1088594.000000 Penalty: 2938.931885
	Iteration 17Q: 3 clusters Score -1088594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1088604.625000 Penalty: 2938.931885
	Iteration 18Q: 3 clusters Score -1088605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1088615.375000 Penalty: 2938.931885
	Iteration 19Q: 3 clusters Score -1088615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1088622.375000 Penalty: 2938.931885
	Iteration 20F: 3 clusters Score -1088622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1088623.375000 Penalty: 2938.931885
	Iteration 21Q: 3 clusters Score -1088623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1088623.375000 Penalty: 2938.931885
	Iteration 22F: 3 clusters Score -1088623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -73202.031250 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -73202.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72095.117188 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -72095.12 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72378.273438 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -72378.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72457.445312 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -72457.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -72557.687500 Penalty: 2101.497070
	Iteration 3F: 3 clusters Score -72557.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72693.976562 Penalty: 2101.497070
	Iteration 4F: 3 clusters Score -72693.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72802.882812 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -72802.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72916.507812 Penalty: 2101.497070
	Iteration 6Q: 3 clusters Score -72916.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73021.617188 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -73021.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73080.882812 Penalty: 2101.497070
	Iteration 8Q: 3 clusters Score -73080.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73112.312500 Penalty: 2101.497070
	Iteration 9Q: 3 clusters Score -73112.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73166.359375 Penalty: 2101.497070
	Iteration 10Q: 3 clusters Score -73166.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73185.242188 Penalty: 2101.497070
	Iteration 11Q: 3 clusters Score -73185.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -73191.921875 Penalty: 2101.497070
	Iteration 12Q: 3 clusters Score -73191.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73198.023438 Penalty: 2101.497070
	Iteration 13Q: 3 clusters Score -73198.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73201.773438 Penalty: 2101.497070
	Iteration 14F: 3 clusters Score -73201.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73210.562500 Penalty: 2101.497070
	Iteration 15Q: 3 clusters Score -73210.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -73211.289062 Penalty: 2101.497070
	Iteration 16Q: 3 clusters Score -73211.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -73211.289062 Penalty: 2101.497070
	Iteration 17F: 3 clusters Score -73211.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 55606 members 
Mstep: Class 6 contains 46156 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23058 members 
Mstep: Class 14 contains 62641 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14563 members 
Entering Unmasked Estep 
Score: -65803000.000000 Penalty: 40671.453125
Splitting cluster 9 changes total score from -65804140.000000 to -65803000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (31379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Entering Unmasked Estep 
Score: -3988569.750000 Penalty: 1682.507812
	Iteration 0F: 2 clusters Score -3988570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3967419.000000 Penalty: 3365.015625
	Iteration 0F: 3 clusters Score -3967419 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3975537.000000 Penalty: 3365.015625
	Iteration 1F: 3 clusters Score -3975537 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3976000.000000 Penalty: 3365.015625
	Iteration 2Q: 3 clusters Score -3976000 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3976502.750000 Penalty: 3365.015625
	Iteration 3Q: 3 clusters Score -3976503 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3977043.500000 Penalty: 3365.015625
	Iteration 4Q: 3 clusters Score -3977044 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3977631.250000 Penalty: 3365.015625
	Iteration 5Q: 3 clusters Score -3977631 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3978374.250000 Penalty: 3365.015625
	Iteration 6Q: 3 clusters Score -3978374 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3979370.500000 Penalty: 3365.015625
	Iteration 7F: 3 clusters Score -3979370 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3980603.750000 Penalty: 3365.015625
	Iteration 8F: 3 clusters Score -3980604 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3981898.000000 Penalty: 3365.015625
	Iteration 9F: 3 clusters Score -3981898 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3982930.750000 Penalty: 3365.015625
	Iteration 10Q: 3 clusters Score -3982931 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3983510.250000 Penalty: 3365.015625
	Iteration 11Q: 3 clusters Score -3983510 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3983828.500000 Penalty: 3365.015625
	Iteration 12Q: 3 clusters Score -3983828 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3984054.500000 Penalty: 3365.015625
	Iteration 13Q: 3 clusters Score -3984054 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3984273.000000 Penalty: 3365.015625
	Iteration 14Q: 3 clusters Score -3984273 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3984498.500000 Penalty: 3365.015625
	Iteration 15Q: 3 clusters Score -3984498 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3984698.000000 Penalty: 3365.015625
	Iteration 16Q: 3 clusters Score -3984698 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3984860.250000 Penalty: 3365.015625
	Iteration 17Q: 3 clusters Score -3984860 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3985011.750000 Penalty: 3365.015625
	Iteration 18Q: 3 clusters Score -3985012 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3985180.250000 Penalty: 3365.015625
	Iteration 19Q: 3 clusters Score -3985180 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3985325.250000 Penalty: 3365.015625
	Iteration 20F: 3 clusters Score -3985325 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3985447.000000 Penalty: 3365.015625
	Iteration 21Q: 3 clusters Score -3985447 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3985607.000000 Penalty: 3365.015625
	Iteration 22Q: 3 clusters Score -3985607 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3985733.000000 Penalty: 3365.015625
	Iteration 23Q: 3 clusters Score -3985733 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3985859.500000 Penalty: 3365.015625
	Iteration 24Q: 3 clusters Score -3985860 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3986010.250000 Penalty: 3365.015625
	Iteration 25Q: 3 clusters Score -3986010 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3986149.000000 Penalty: 3365.015625
	Iteration 26Q: 3 clusters Score -3986149 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3986251.750000 Penalty: 3365.015625
	Iteration 27Q: 3 clusters Score -3986252 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3986364.500000 Penalty: 3365.015625
	Iteration 28Q: 3 clusters Score -3986364 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3986455.000000 Penalty: 3365.015625
	Iteration 29Q: 3 clusters Score -3986455 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3986524.000000 Penalty: 3365.015625
	Iteration 30Q: 3 clusters Score -3986524 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3986589.000000 Penalty: 3365.015625
	Iteration 31Q: 3 clusters Score -3986589 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3986640.250000 Penalty: 3365.015625
	Iteration 32Q: 3 clusters Score -3986640 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3986673.000000 Penalty: 3365.015625
	Iteration 33Q: 3 clusters Score -3986673 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3986702.500000 Penalty: 3365.015625
	Iteration 34Q: 3 clusters Score -3986702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3986730.750000 Penalty: 3365.015625
	Iteration 35Q: 3 clusters Score -3986731 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3986765.500000 Penalty: 3365.015625
	Iteration 36Q: 3 clusters Score -3986766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3986813.250000 Penalty: 3365.015625
	Iteration 37Q: 3 clusters Score -3986813 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3986867.250000 Penalty: 3365.015625
	Iteration 38Q: 3 clusters Score -3986867 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3986912.000000 Penalty: 3365.015625
	Iteration 39Q: 3 clusters Score -3986912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3986924.250000 Penalty: 3365.015625
	Iteration 40F: 3 clusters Score -3986924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3986970.500000 Penalty: 3365.015625
	Iteration 41Q: 3 clusters Score -3986970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3986998.500000 Penalty: 3365.015625
	Iteration 42Q: 3 clusters Score -3986998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3987018.500000 Penalty: 3365.015625
	Iteration 43Q: 3 clusters Score -3987018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3987030.500000 Penalty: 3365.015625
	Iteration 44Q: 3 clusters Score -3987030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3987042.750000 Penalty: 3365.015625
	Iteration 45Q: 3 clusters Score -3987043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3987052.250000 Penalty: 3365.015625
	Iteration 46Q: 3 clusters Score -3987052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3987062.250000 Penalty: 3365.015625
	Iteration 47Q: 3 clusters Score -3987062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3987070.500000 Penalty: 3365.015625
	Iteration 48Q: 3 clusters Score -3987070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3987085.500000 Penalty: 3365.015625
	Iteration 49Q: 3 clusters Score -3987086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3987089.250000 Penalty: 3365.015625
	Iteration 50Q: 3 clusters Score -3987089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3987105.000000 Penalty: 3365.015625
	Iteration 51Q: 3 clusters Score -3987105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3987116.000000 Penalty: 3365.015625
	Iteration 52Q: 3 clusters Score -3987116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3987122.000000 Penalty: 3365.015625
	Iteration 53Q: 3 clusters Score -3987122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3987134.000000 Penalty: 3365.015625
	Iteration 54Q: 3 clusters Score -3987134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3987140.750000 Penalty: 3365.015625
	Iteration 55Q: 3 clusters Score -3987141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3987141.000000 Penalty: 3365.015625
	Iteration 56Q: 3 clusters Score -3987141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3987142.500000 Penalty: 3365.015625
	Iteration 57Q: 3 clusters Score -3987142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3987149.000000 Penalty: 3365.015625
	Iteration 58Q: 3 clusters Score -3987149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3987156.500000 Penalty: 3365.015625
	Iteration 59Q: 3 clusters Score -3987156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3987161.500000 Penalty: 3365.015625
	Iteration 60F: 3 clusters Score -3987162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3987164.250000 Penalty: 3365.015625
	Iteration 61Q: 3 clusters Score -3987164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3987173.750000 Penalty: 3365.015625
	Iteration 62Q: 3 clusters Score -3987174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3987180.000000 Penalty: 3365.015625
	Iteration 63Q: 3 clusters Score -3987180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3987182.000000 Penalty: 3365.015625
	Iteration 64Q: 3 clusters Score -3987182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3987184.250000 Penalty: 3365.015625
	Iteration 65Q: 3 clusters Score -3987184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3987184.250000 Penalty: 3365.015625
	Iteration 66Q: 3 clusters Score -3987184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3987181.750000 Penalty: 3365.015625
	Iteration 67Q: 3 clusters Score -3987182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3987181.750000 Penalty: 3365.015625
	Iteration 68F: 3 clusters Score -3987182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -784518.750000 Penalty: 1419.496704
	Iteration 0F: 2 clusters Score -784518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -779737.625000 Penalty: 2838.993408
	Iteration 0F: 3 clusters Score -779737.6 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -781222.500000 Penalty: 2838.993408
	Iteration 1F: 3 clusters Score -781222.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -781442.250000 Penalty: 2838.993408
	Iteration 2F: 3 clusters Score -781442.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -781602.625000 Penalty: 2838.993408
	Iteration 3F: 3 clusters Score -781602.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -781730.562500 Penalty: 2838.993408
	Iteration 4Q: 3 clusters Score -781730.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -781831.312500 Penalty: 2838.993408
	Iteration 5Q: 3 clusters Score -781831.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -781943.062500 Penalty: 2838.993408
	Iteration 6Q: 3 clusters Score -781943.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -782063.250000 Penalty: 2838.993408
	Iteration 7Q: 3 clusters Score -782063.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -782198.062500 Penalty: 2838.993408
	Iteration 8Q: 3 clusters Score -782198.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -782367.312500 Penalty: 2838.993408
	Iteration 9Q: 3 clusters Score -782367.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -782515.562500 Penalty: 2838.993408
	Iteration 10Q: 3 clusters Score -782515.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -782653.937500 Penalty: 2838.993408
	Iteration 11Q: 3 clusters Score -782653.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -782744.875000 Penalty: 2838.993408
	Iteration 12Q: 3 clusters Score -782744.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -782817.437500 Penalty: 2838.993408
	Iteration 13Q: 3 clusters Score -782817.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -782858.437500 Penalty: 2838.993408
	Iteration 14Q: 3 clusters Score -782858.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -782878.750000 Penalty: 2838.993408
	Iteration 15Q: 3 clusters Score -782878.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -782891.125000 Penalty: 2838.993408
	Iteration 16Q: 3 clusters Score -782891.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -782899.250000 Penalty: 2838.993408
	Iteration 17Q: 3 clusters Score -782899.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -782906.250000 Penalty: 2838.993408
	Iteration 18Q: 3 clusters Score -782906.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -782913.625000 Penalty: 2838.993408
	Iteration 19Q: 3 clusters Score -782913.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -782919.125000 Penalty: 2838.993408
	Iteration 20F: 3 clusters Score -782919.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -782923.375000 Penalty: 2838.993408
	Iteration 21Q: 3 clusters Score -782923.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -782930.312500 Penalty: 2838.993408
	Iteration 22Q: 3 clusters Score -782930.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -782933.875000 Penalty: 2838.993408
	Iteration 23Q: 3 clusters Score -782933.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -782938.312500 Penalty: 2838.993408
	Iteration 24Q: 3 clusters Score -782938.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -782940.875000 Penalty: 2838.993408
	Iteration 25Q: 3 clusters Score -782940.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -782946.375000 Penalty: 2838.993408
	Iteration 26Q: 3 clusters Score -782946.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -782956.062500 Penalty: 2838.993408
	Iteration 27Q: 3 clusters Score -782956.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -782961.250000 Penalty: 2838.993408
	Iteration 28Q: 3 clusters Score -782961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -782969.812500 Penalty: 2838.993408
	Iteration 29Q: 3 clusters Score -782969.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -782973.562500 Penalty: 2838.993408
	Iteration 30Q: 3 clusters Score -782973.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -782978.625000 Penalty: 2838.993408
	Iteration 31Q: 3 clusters Score -782978.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -782981.500000 Penalty: 2838.993408
	Iteration 32Q: 3 clusters Score -782981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -782982.125000 Penalty: 2838.993408
	Iteration 33Q: 3 clusters Score -782982.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -782983.000000 Penalty: 2838.993408
	Iteration 34Q: 3 clusters Score -782983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -782984.000000 Penalty: 2838.993408
	Iteration 35Q: 3 clusters Score -782984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -782987.437500 Penalty: 2838.993408
	Iteration 36Q: 3 clusters Score -782987.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -782990.625000 Penalty: 2838.993408
	Iteration 37Q: 3 clusters Score -782990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -782991.937500 Penalty: 2838.993408
	Iteration 38Q: 3 clusters Score -782991.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -782995.000000 Penalty: 2838.993408
	Iteration 39Q: 3 clusters Score -782995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -782997.687500 Penalty: 2838.993408
	Iteration 40F: 3 clusters Score -782997.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -783000.125000 Penalty: 2838.993408
	Iteration 41Q: 3 clusters Score -783000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -783003.625000 Penalty: 2838.993408
	Iteration 42Q: 3 clusters Score -783003.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -783005.687500 Penalty: 2838.993408
	Iteration 43Q: 3 clusters Score -783005.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -783007.375000 Penalty: 2838.993408
	Iteration 44Q: 3 clusters Score -783007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -783012.062500 Penalty: 2838.993408
	Iteration 45Q: 3 clusters Score -783012.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -783016.812500 Penalty: 2838.993408
	Iteration 46Q: 3 clusters Score -783016.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -783018.375000 Penalty: 2838.993408
	Iteration 47Q: 3 clusters Score -783018.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -783020.687500 Penalty: 2838.993408
	Iteration 48Q: 3 clusters Score -783020.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -783025.375000 Penalty: 2838.993408
	Iteration 49Q: 3 clusters Score -783025.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -783028.062500 Penalty: 2838.993408
	Iteration 50Q: 3 clusters Score -783028.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -783036.125000 Penalty: 2838.993408
	Iteration 51Q: 3 clusters Score -783036.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -783049.812500 Penalty: 2838.993408
	Iteration 52Q: 3 clusters Score -783049.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -783060.625000 Penalty: 2838.993408
	Iteration 53Q: 3 clusters Score -783060.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -783072.937500 Penalty: 2838.993408
	Iteration 54Q: 3 clusters Score -783072.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -783083.937500 Penalty: 2838.993408
	Iteration 55Q: 3 clusters Score -783083.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -783093.500000 Penalty: 2838.993408
	Iteration 56Q: 3 clusters Score -783093.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -783106.000000 Penalty: 2838.993408
	Iteration 57Q: 3 clusters Score -783106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -783116.937500 Penalty: 2838.993408
	Iteration 58Q: 3 clusters Score -783116.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -783131.437500 Penalty: 2838.993408
	Iteration 59Q: 3 clusters Score -783131.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -783140.312500 Penalty: 2838.993408
	Iteration 60F: 3 clusters Score -783140.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -783149.437500 Penalty: 2838.993408
	Iteration 61Q: 3 clusters Score -783149.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -783157.812500 Penalty: 2838.993408
	Iteration 62Q: 3 clusters Score -783157.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -783165.062500 Penalty: 2838.993408
	Iteration 63Q: 3 clusters Score -783165.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -783173.500000 Penalty: 2838.993408
	Iteration 64Q: 3 clusters Score -783173.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -783176.687500 Penalty: 2838.993408
	Iteration 65Q: 3 clusters Score -783176.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -783179.937500 Penalty: 2838.993408
	Iteration 66Q: 3 clusters Score -783179.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -783184.937500 Penalty: 2838.993408
	Iteration 67Q: 3 clusters Score -783184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -783186.500000 Penalty: 2838.993408
	Iteration 68Q: 3 clusters Score -783186.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -783187.875000 Penalty: 2838.993408
	Iteration 69Q: 3 clusters Score -783187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -783188.437500 Penalty: 2838.993408
	Iteration 70Q: 3 clusters Score -783188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -783188.937500 Penalty: 2838.993408
	Iteration 71Q: 3 clusters Score -783188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -783189.375000 Penalty: 2838.993408
	Iteration 72Q: 3 clusters Score -783189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -783190.375000 Penalty: 2838.993408
	Iteration 73Q: 3 clusters Score -783190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -783190.375000 Penalty: 2838.993408
	Iteration 74F: 3 clusters Score -783190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -613824.250000 Penalty: 1375.331909
	Iteration 0F: 2 clusters Score -613824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -609990.812500 Penalty: 2750.663818
	Iteration 0F: 3 clusters Score -609990.8 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -611047.750000 Penalty: 2750.663818
	Iteration 1F: 3 clusters Score -611047.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -611190.937500 Penalty: 2750.663818
	Iteration 2F: 3 clusters Score -611190.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -611280.750000 Penalty: 2750.663818
	Iteration 3Q: 3 clusters Score -611280.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -611362.687500 Penalty: 2750.663818
	Iteration 4Q: 3 clusters Score -611362.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -611432.125000 Penalty: 2750.663818
	Iteration 5Q: 3 clusters Score -611432.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -611491.062500 Penalty: 2750.663818
	Iteration 6Q: 3 clusters Score -611491.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -611546.875000 Penalty: 2750.663818
	Iteration 7Q: 3 clusters Score -611546.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -611609.500000 Penalty: 2750.663818
	Iteration 8Q: 3 clusters Score -611609.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -611669.062500 Penalty: 2750.663818
	Iteration 9Q: 3 clusters Score -611669.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -611733.625000 Penalty: 2750.663818
	Iteration 10Q: 3 clusters Score -611733.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -611798.750000 Penalty: 2750.663818
	Iteration 11Q: 3 clusters Score -611798.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -611881.937500 Penalty: 2750.663818
	Iteration 12Q: 3 clusters Score -611881.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -611977.312500 Penalty: 2750.663818
	Iteration 13Q: 3 clusters Score -611977.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -612077.750000 Penalty: 2750.663818
	Iteration 14Q: 3 clusters Score -612077.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -612173.687500 Penalty: 2750.663818
	Iteration 15Q: 3 clusters Score -612173.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -612274.625000 Penalty: 2750.663818
	Iteration 16Q: 3 clusters Score -612274.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -612356.937500 Penalty: 2750.663818
	Iteration 17Q: 3 clusters Score -612356.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -612424.625000 Penalty: 2750.663818
	Iteration 18Q: 3 clusters Score -612424.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -612491.750000 Penalty: 2750.663818
	Iteration 19Q: 3 clusters Score -612491.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -612539.250000 Penalty: 2750.663818
	Iteration 20F: 3 clusters Score -612539.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -612566.937500 Penalty: 2750.663818
	Iteration 21Q: 3 clusters Score -612566.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -612578.562500 Penalty: 2750.663818
	Iteration 22Q: 3 clusters Score -612578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -612587.937500 Penalty: 2750.663818
	Iteration 23Q: 3 clusters Score -612587.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -612599.562500 Penalty: 2750.663818
	Iteration 24Q: 3 clusters Score -612599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -612608.062500 Penalty: 2750.663818
	Iteration 25Q: 3 clusters Score -612608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -612614.000000 Penalty: 2750.663818
	Iteration 26Q: 3 clusters Score -612614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -612620.875000 Penalty: 2750.663818
	Iteration 27Q: 3 clusters Score -612620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -612624.250000 Penalty: 2750.663818
	Iteration 28Q: 3 clusters Score -612624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -612624.125000 Penalty: 2750.663818
	Iteration 29Q: 3 clusters Score -612624.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -612624.125000 Penalty: 2750.663818
	Iteration 30F: 3 clusters Score -612624.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Entering Unmasked Estep 
Score: -2963414.500000 Penalty: 1632.437256
	Iteration 0F: 2 clusters Score -2963414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2947972.250000 Penalty: 3264.874512
	Iteration 0F: 3 clusters Score -2947972 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2953900.000000 Penalty: 3264.874512
	Iteration 1F: 3 clusters Score -2953900 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2954458.000000 Penalty: 3264.874512
	Iteration 2F: 3 clusters Score -2954458 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2955187.750000 Penalty: 3264.874512
	Iteration 3F: 3 clusters Score -2955188 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2956077.250000 Penalty: 3264.874512
	Iteration 4F: 3 clusters Score -2956077 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2957149.000000 Penalty: 3264.874512
	Iteration 5F: 3 clusters Score -2957149 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2958232.750000 Penalty: 3264.874512
	Iteration 6F: 3 clusters Score -2958233 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2959079.500000 Penalty: 3264.874512
	Iteration 7F: 3 clusters Score -2959080 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2959527.750000 Penalty: 3264.874512
	Iteration 8Q: 3 clusters Score -2959528 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2959720.500000 Penalty: 3264.874512
	Iteration 9Q: 3 clusters Score -2959720 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2959829.250000 Penalty: 3264.874512
	Iteration 10Q: 3 clusters Score -2959829 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2959942.000000 Penalty: 3264.874512
	Iteration 11Q: 3 clusters Score -2959942 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2960023.000000 Penalty: 3264.874512
	Iteration 12Q: 3 clusters Score -2960023 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2960119.750000 Penalty: 3264.874512
	Iteration 13Q: 3 clusters Score -2960120 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2960223.250000 Penalty: 3264.874512
	Iteration 14Q: 3 clusters Score -2960223 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2960332.250000 Penalty: 3264.874512
	Iteration 15Q: 3 clusters Score -2960332 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2960411.750000 Penalty: 3264.874512
	Iteration 16Q: 3 clusters Score -2960412 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2960513.250000 Penalty: 3264.874512
	Iteration 17Q: 3 clusters Score -2960513 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2960600.500000 Penalty: 3264.874512
	Iteration 18Q: 3 clusters Score -2960600 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2960687.000000 Penalty: 3264.874512
	Iteration 19Q: 3 clusters Score -2960687 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2960785.250000 Penalty: 3264.874512
	Iteration 20F: 3 clusters Score -2960785 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2960908.250000 Penalty: 3264.874512
	Iteration 21Q: 3 clusters Score -2960908 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2961020.750000 Penalty: 3264.874512
	Iteration 22Q: 3 clusters Score -2961021 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2961134.000000 Penalty: 3264.874512
	Iteration 23Q: 3 clusters Score -2961134 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2961231.000000 Penalty: 3264.874512
	Iteration 24Q: 3 clusters Score -2961231 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2961324.250000 Penalty: 3264.874512
	Iteration 25Q: 3 clusters Score -2961324 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2961421.000000 Penalty: 3264.874512
	Iteration 26Q: 3 clusters Score -2961421 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2961515.750000 Penalty: 3264.874512
	Iteration 27Q: 3 clusters Score -2961516 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2961594.000000 Penalty: 3264.874512
	Iteration 28Q: 3 clusters Score -2961594 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2961664.750000 Penalty: 3264.874512
	Iteration 29Q: 3 clusters Score -2961665 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2961724.750000 Penalty: 3264.874512
	Iteration 30Q: 3 clusters Score -2961725 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2961755.250000 Penalty: 3264.874512
	Iteration 31Q: 3 clusters Score -2961755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2961773.000000 Penalty: 3264.874512
	Iteration 32Q: 3 clusters Score -2961773 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2961796.000000 Penalty: 3264.874512
	Iteration 33Q: 3 clusters Score -2961796 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2961797.250000 Penalty: 3264.874512
	Iteration 34Q: 3 clusters Score -2961797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2961810.250000 Penalty: 3264.874512
	Iteration 35Q: 3 clusters Score -2961810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2961816.000000 Penalty: 3264.874512
	Iteration 36Q: 3 clusters Score -2961816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2961812.750000 Penalty: 3264.874512
	Iteration 37Q: 3 clusters Score -2961813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2961819.250000 Penalty: 3264.874512
	Iteration 38Q: 3 clusters Score -2961819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2961824.500000 Penalty: 3264.874512
	Iteration 39Q: 3 clusters Score -2961824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2961828.250000 Penalty: 3264.874512
	Iteration 40F: 3 clusters Score -2961828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2961830.250000 Penalty: 3264.874512
	Iteration 41Q: 3 clusters Score -2961830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2961829.500000 Penalty: 3264.874512
	Iteration 42Q: 3 clusters Score -2961830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2961829.000000 Penalty: 3264.874512
	Iteration 43Q: 3 clusters Score -2961829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2961827.500000 Penalty: 3264.874512
	Iteration 44Q: 3 clusters Score -2961828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2961825.750000 Penalty: 3264.874512
	Iteration 45Q: 3 clusters Score -2961826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2961828.500000 Penalty: 3264.874512
	Iteration 46Q: 3 clusters Score -2961828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2961827.500000 Penalty: 3264.874512
	Iteration 47Q: 3 clusters Score -2961828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2961827.750000 Penalty: 3264.874512
	Iteration 48Q: 3 clusters Score -2961828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2961823.000000 Penalty: 3264.874512
	Iteration 49Q: 3 clusters Score -2961823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2961827.000000 Penalty: 3264.874512
	Iteration 50Q: 3 clusters Score -2961827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2961828.250000 Penalty: 3264.874512
	Iteration 51Q: 3 clusters Score -2961828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2961832.000000 Penalty: 3264.874512
	Iteration 52Q: 3 clusters Score -2961832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2961830.500000 Penalty: 3264.874512
	Iteration 53Q: 3 clusters Score -2961830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2961830.000000 Penalty: 3264.874512
	Iteration 54Q: 3 clusters Score -2961830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2961832.000000 Penalty: 3264.874512
	Iteration 55Q: 3 clusters Score -2961832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2961833.750000 Penalty: 3264.874512
	Iteration 56Q: 3 clusters Score -2961834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2961836.500000 Penalty: 3264.874512
	Iteration 57Q: 3 clusters Score -2961836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2961836.500000 Penalty: 3264.874512
	Iteration 58F: 3 clusters Score -2961836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Entering Unmasked Estep 
Score: -8040588.000000 Penalty: 1794.841064
	Iteration 0F: 2 clusters Score -8040588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8000129.000000 Penalty: 3589.682129
	Iteration 0F: 3 clusters Score -8000129 nChanged 29624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -8016894.500000 Penalty: 3589.682129
	Iteration 1F: 3 clusters Score -8016894 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -8017310.000000 Penalty: 3589.682129
	Iteration 2Q: 3 clusters Score -8017310 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -8017719.500000 Penalty: 3589.682129
	Iteration 3Q: 3 clusters Score -8017720 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -8018117.000000 Penalty: 3589.682129
	Iteration 4Q: 3 clusters Score -8018117 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -8018668.000000 Penalty: 3589.682129
	Iteration 5Q: 3 clusters Score -8018668 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -8019384.000000 Penalty: 3589.682129
	Iteration 6Q: 3 clusters Score -8019384 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8020585.000000 Penalty: 3589.682129
	Iteration 7Q: 3 clusters Score -8020585 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8022650.000000 Penalty: 3589.682129
	Iteration 8F: 3 clusters Score -8022650 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -8026009.000000 Penalty: 3589.682129
	Iteration 9F: 3 clusters Score -8026009 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -8030146.500000 Penalty: 3589.682129
	Iteration 10F: 3 clusters Score -8030146 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -8033924.500000 Penalty: 3589.682129
	Iteration 11F: 3 clusters Score -8033924 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -8036234.500000 Penalty: 3589.682129
	Iteration 12Q: 3 clusters Score -8036234 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -8037526.000000 Penalty: 3589.682129
	Iteration 13Q: 3 clusters Score -8037526 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -8038123.000000 Penalty: 3589.682129
	Iteration 14Q: 3 clusters Score -8038123 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -8038471.000000 Penalty: 3589.682129
	Iteration 15Q: 3 clusters Score -8038471 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -8038710.500000 Penalty: 3589.682129
	Iteration 16Q: 3 clusters Score -8038710 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -8038846.500000 Penalty: 3589.682129
	Iteration 17Q: 3 clusters Score -8038846 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -8038930.500000 Penalty: 3589.682129
	Iteration 18Q: 3 clusters Score -8038930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -8039002.000000 Penalty: 3589.682129
	Iteration 19Q: 3 clusters Score -8039002 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -8039046.000000 Penalty: 3589.682129
	Iteration 20F: 3 clusters Score -8039046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -8039104.500000 Penalty: 3589.682129
	Iteration 21Q: 3 clusters Score -8039104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -8039138.000000 Penalty: 3589.682129
	Iteration 22Q: 3 clusters Score -8039138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -8039169.500000 Penalty: 3589.682129
	Iteration 23Q: 3 clusters Score -8039170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -8039191.000000 Penalty: 3589.682129
	Iteration 24Q: 3 clusters Score -8039191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -8039209.500000 Penalty: 3589.682129
	Iteration 25Q: 3 clusters Score -8039210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -8039205.500000 Penalty: 3589.682129
	Iteration 26Q: 3 clusters Score -8039206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -8039213.500000 Penalty: 3589.682129
	Iteration 27Q: 3 clusters Score -8039214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -8039217.000000 Penalty: 3589.682129
	Iteration 28Q: 3 clusters Score -8039217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -8039223.000000 Penalty: 3589.682129
	Iteration 29Q: 3 clusters Score -8039223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -8039238.000000 Penalty: 3589.682129
	Iteration 30Q: 3 clusters Score -8039238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -8039244.000000 Penalty: 3589.682129
	Iteration 31Q: 3 clusters Score -8039244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -8039244.500000 Penalty: 3589.682129
	Iteration 32Q: 3 clusters Score -8039244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -8039246.500000 Penalty: 3589.682129
	Iteration 33Q: 3 clusters Score -8039246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -8039243.500000 Penalty: 3589.682129
	Iteration 34Q: 3 clusters Score -8039244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -8039243.500000 Penalty: 3589.682129
	Iteration 35Q: 3 clusters Score -8039244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -8039244.500000 Penalty: 3589.682129
	Iteration 36Q: 3 clusters Score -8039244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -8039250.500000 Penalty: 3589.682129
	Iteration 37Q: 3 clusters Score -8039250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -8039251.500000 Penalty: 3589.682129
	Iteration 38Q: 3 clusters Score -8039252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -8039250.500000 Penalty: 3589.682129
	Iteration 39Q: 3 clusters Score -8039250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -8039248.500000 Penalty: 3589.682129
	Iteration 40F: 3 clusters Score -8039248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -8039246.000000 Penalty: 3589.682129
	Iteration 41Q: 3 clusters Score -8039246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -8039249.500000 Penalty: 3589.682129
	Iteration 42Q: 3 clusters Score -8039250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -8039246.500000 Penalty: 3589.682129
	Iteration 43Q: 3 clusters Score -8039246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -8039246.500000 Penalty: 3589.682129
	Iteration 44F: 3 clusters Score -8039246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Entering Unmasked Estep 
Score: -10375129.000000 Penalty: 1836.592163
	Iteration 0F: 2 clusters Score -1.037513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -10325238.000000 Penalty: 3673.184326
	Iteration 0F: 3 clusters Score -1.032524e+07 nChanged 38459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -10347122.000000 Penalty: 3673.184326
	Iteration 1F: 3 clusters Score -1.034712e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -10347699.000000 Penalty: 3673.184326
	Iteration 2Q: 3 clusters Score -1.03477e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -10348503.000000 Penalty: 3673.184326
	Iteration 3Q: 3 clusters Score -1.03485e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -10349534.000000 Penalty: 3673.184326
	Iteration 4Q: 3 clusters Score -1.034953e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -10351098.000000 Penalty: 3673.184326
	Iteration 5Q: 3 clusters Score -1.03511e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -10353408.000000 Penalty: 3673.184326
	Iteration 6F: 3 clusters Score -1.035341e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -10356858.000000 Penalty: 3673.184326
	Iteration 7F: 3 clusters Score -1.035686e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -10360610.000000 Penalty: 3673.184326
	Iteration 8F: 3 clusters Score -1.036061e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -10362904.000000 Penalty: 3673.184326
	Iteration 9F: 3 clusters Score -1.03629e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -10363762.000000 Penalty: 3673.184326
	Iteration 10Q: 3 clusters Score -1.036376e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -10364024.000000 Penalty: 3673.184326
	Iteration 11Q: 3 clusters Score -1.036402e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -10364155.000000 Penalty: 3673.184326
	Iteration 12Q: 3 clusters Score -1.036416e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -10364229.000000 Penalty: 3673.184326
	Iteration 13Q: 3 clusters Score -1.036423e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -10364461.000000 Penalty: 3673.184326
	Iteration 14Q: 3 clusters Score -1.036446e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -10364666.000000 Penalty: 3673.184326
	Iteration 15Q: 3 clusters Score -1.036467e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -10364824.000000 Penalty: 3673.184326
	Iteration 16Q: 3 clusters Score -1.036482e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -10365019.000000 Penalty: 3673.184326
	Iteration 17Q: 3 clusters Score -1.036502e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -10365206.000000 Penalty: 3673.184326
	Iteration 18Q: 3 clusters Score -1.036521e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -10365359.000000 Penalty: 3673.184326
	Iteration 19Q: 3 clusters Score -1.036536e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -10365590.000000 Penalty: 3673.184326
	Iteration 20F: 3 clusters Score -1.036559e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -10365794.000000 Penalty: 3673.184326
	Iteration 21Q: 3 clusters Score -1.036579e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -10365916.000000 Penalty: 3673.184326
	Iteration 22Q: 3 clusters Score -1.036592e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -10366174.000000 Penalty: 3673.184326
	Iteration 23Q: 3 clusters Score -1.036617e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -10366307.000000 Penalty: 3673.184326
	Iteration 24Q: 3 clusters Score -1.036631e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -10366438.000000 Penalty: 3673.184326
	Iteration 25Q: 3 clusters Score -1.036644e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -10366599.000000 Penalty: 3673.184326
	Iteration 26Q: 3 clusters Score -1.03666e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -10366758.000000 Penalty: 3673.184326
	Iteration 27Q: 3 clusters Score -1.036676e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -10366879.000000 Penalty: 3673.184326
	Iteration 28Q: 3 clusters Score -1.036688e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -10366929.000000 Penalty: 3673.184326
	Iteration 29Q: 3 clusters Score -1.036693e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -10366968.000000 Penalty: 3673.184326
	Iteration 30Q: 3 clusters Score -1.036697e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -10367019.000000 Penalty: 3673.184326
	Iteration 31Q: 3 clusters Score -1.036702e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -10367055.000000 Penalty: 3673.184326
	Iteration 32Q: 3 clusters Score -1.036706e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -10367122.000000 Penalty: 3673.184326
	Iteration 33Q: 3 clusters Score -1.036712e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -10367156.000000 Penalty: 3673.184326
	Iteration 34Q: 3 clusters Score -1.036716e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -10367192.000000 Penalty: 3673.184326
	Iteration 35Q: 3 clusters Score -1.036719e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -10367290.000000 Penalty: 3673.184326
	Iteration 36Q: 3 clusters Score -1.036729e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -10367325.000000 Penalty: 3673.184326
	Iteration 37Q: 3 clusters Score -1.036732e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -10367415.000000 Penalty: 3673.184326
	Iteration 38Q: 3 clusters Score -1.036742e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -10367419.000000 Penalty: 3673.184326
	Iteration 39Q: 3 clusters Score -1.036742e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -10367448.000000 Penalty: 3673.184326
	Iteration 40F: 3 clusters Score -1.036745e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -10367460.000000 Penalty: 3673.184326
	Iteration 41Q: 3 clusters Score -1.036746e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -10367482.000000 Penalty: 3673.184326
	Iteration 42Q: 3 clusters Score -1.036748e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -10367520.000000 Penalty: 3673.184326
	Iteration 43Q: 3 clusters Score -1.036752e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -10367582.000000 Penalty: 3673.184326
	Iteration 44Q: 3 clusters Score -1.036758e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -10367656.000000 Penalty: 3673.184326
	Iteration 45Q: 3 clusters Score -1.036766e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -10367666.000000 Penalty: 3673.184326
	Iteration 46Q: 3 clusters Score -1.036767e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -10367675.000000 Penalty: 3673.184326
	Iteration 47Q: 3 clusters Score -1.036768e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -10367653.000000 Penalty: 3673.184326
	Iteration 48Q: 3 clusters Score -1.036765e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -10367717.000000 Penalty: 3673.184326
	Iteration 49Q: 3 clusters Score -1.036772e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -10367771.000000 Penalty: 3673.184326
	Iteration 50Q: 3 clusters Score -1.036777e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -10367793.000000 Penalty: 3673.184326
	Iteration 51Q: 3 clusters Score -1.036779e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -10367799.000000 Penalty: 3673.184326
	Iteration 52Q: 3 clusters Score -1.03678e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -10367848.000000 Penalty: 3673.184326
	Iteration 53Q: 3 clusters Score -1.036785e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -10367866.000000 Penalty: 3673.184326
	Iteration 54Q: 3 clusters Score -1.036787e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -10367974.000000 Penalty: 3673.184326
	Iteration 55Q: 3 clusters Score -1.036797e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -10368014.000000 Penalty: 3673.184326
	Iteration 56Q: 3 clusters Score -1.036801e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -10368156.000000 Penalty: 3673.184326
	Iteration 57Q: 3 clusters Score -1.036816e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -10368276.000000 Penalty: 3673.184326
	Iteration 58Q: 3 clusters Score -1.036828e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -10368363.000000 Penalty: 3673.184326
	Iteration 59Q: 3 clusters Score -1.036836e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -10368711.000000 Penalty: 3673.184326
	Iteration 60F: 3 clusters Score -1.036871e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -10369072.000000 Penalty: 3673.184326
	Iteration 61Q: 3 clusters Score -1.036907e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -10369302.000000 Penalty: 3673.184326
	Iteration 62Q: 3 clusters Score -1.03693e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -10369544.000000 Penalty: 3673.184326
	Iteration 63Q: 3 clusters Score -1.036954e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -10369814.000000 Penalty: 3673.184326
	Iteration 64Q: 3 clusters Score -1.036981e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -10370125.000000 Penalty: 3673.184326
	Iteration 65Q: 3 clusters Score -1.037012e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -10370296.000000 Penalty: 3673.184326
	Iteration 66Q: 3 clusters Score -1.03703e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -10370532.000000 Penalty: 3673.184326
	Iteration 67Q: 3 clusters Score -1.037053e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -10370760.000000 Penalty: 3673.184326
	Iteration 68Q: 3 clusters Score -1.037076e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -10370955.000000 Penalty: 3673.184326
	Iteration 69Q: 3 clusters Score -1.037096e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -10371123.000000 Penalty: 3673.184326
	Iteration 70Q: 3 clusters Score -1.037112e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -10371303.000000 Penalty: 3673.184326
	Iteration 71Q: 3 clusters Score -1.03713e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -10371496.000000 Penalty: 3673.184326
	Iteration 72Q: 3 clusters Score -1.03715e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -10371761.000000 Penalty: 3673.184326
	Iteration 73Q: 3 clusters Score -1.037176e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -10372099.000000 Penalty: 3673.184326
	Iteration 74Q: 3 clusters Score -1.03721e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -10372450.000000 Penalty: 3673.184326
	Iteration 75Q: 3 clusters Score -1.037245e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -10372736.000000 Penalty: 3673.184326
	Iteration 76Q: 3 clusters Score -1.037274e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 70392 members 
Entering Unmasked Estep 
Score: -10373028.000000 Penalty: 3673.184326
	Iteration 77Q: 3 clusters Score -1.037303e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -10373299.000000 Penalty: 3673.184326
	Iteration 78Q: 3 clusters Score -1.03733e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -10373573.000000 Penalty: 3673.184326
	Iteration 79Q: 3 clusters Score -1.037357e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -10373720.000000 Penalty: 3673.184326
	Iteration 80F: 3 clusters Score -1.037372e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -10373925.000000 Penalty: 3673.184326
	Iteration 81Q: 3 clusters Score -1.037392e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -10374061.000000 Penalty: 3673.184326
	Iteration 82Q: 3 clusters Score -1.037406e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -10374207.000000 Penalty: 3673.184326
	Iteration 83Q: 3 clusters Score -1.037421e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -10374374.000000 Penalty: 3673.184326
	Iteration 84Q: 3 clusters Score -1.037437e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -10374474.000000 Penalty: 3673.184326
	Iteration 85Q: 3 clusters Score -1.037447e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -10374485.000000 Penalty: 3673.184326
	Iteration 86Q: 3 clusters Score -1.037448e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -10374488.000000 Penalty: 3673.184326
	Iteration 87Q: 3 clusters Score -1.037449e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -10374484.000000 Penalty: 3673.184326
	Iteration 88Q: 3 clusters Score -1.037448e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -10374545.000000 Penalty: 3673.184326
	Iteration 89Q: 3 clusters Score -1.037454e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -10374525.000000 Penalty: 3673.184326
	Iteration 90Q: 3 clusters Score -1.037452e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -10374509.000000 Penalty: 3673.184326
	Iteration 91Q: 3 clusters Score -1.037451e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -10374457.000000 Penalty: 3673.184326
	Iteration 92Q: 3 clusters Score -1.037446e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 76656 members 
Entering Unmasked Estep 
Score: -10374390.000000 Penalty: 3673.184326
	Iteration 93Q: 3 clusters Score -1.037439e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -10374400.000000 Penalty: 3673.184326
	Iteration 94Q: 3 clusters Score -1.03744e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -10374391.000000 Penalty: 3673.184326
	Iteration 95Q: 3 clusters Score -1.037439e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -10374367.000000 Penalty: 3673.184326
	Iteration 96Q: 3 clusters Score -1.037437e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -10374319.000000 Penalty: 3673.184326
	Iteration 97Q: 3 clusters Score -1.037432e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -10374290.000000 Penalty: 3673.184326
	Iteration 98Q: 3 clusters Score -1.037429e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -10374243.000000 Penalty: 3673.184326
	Iteration 99Q: 3 clusters Score -1.037424e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -10374213.000000 Penalty: 3673.184326
	Iteration 100F: 3 clusters Score -1.037421e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 78138 members 
Entering Unmasked Estep 
Score: -10374224.000000 Penalty: 3673.184326
	Iteration 101Q: 3 clusters Score -1.037422e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -10374196.000000 Penalty: 3673.184326
	Iteration 102Q: 3 clusters Score -1.03742e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -10374167.000000 Penalty: 3673.184326
	Iteration 103Q: 3 clusters Score -1.037417e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -10374156.000000 Penalty: 3673.184326
	Iteration 104Q: 3 clusters Score -1.037416e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -10374137.000000 Penalty: 3673.184326
	Iteration 105Q: 3 clusters Score -1.037414e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -10374108.000000 Penalty: 3673.184326
	Iteration 106Q: 3 clusters Score -1.037411e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -10374101.000000 Penalty: 3673.184326
	Iteration 107Q: 3 clusters Score -1.03741e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -10374083.000000 Penalty: 3673.184326
	Iteration 108Q: 3 clusters Score -1.037408e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -10374062.000000 Penalty: 3673.184326
	Iteration 109Q: 3 clusters Score -1.037406e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -10374070.000000 Penalty: 3673.184326
	Iteration 110Q: 3 clusters Score -1.037407e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -10374061.000000 Penalty: 3673.184326
	Iteration 111Q: 3 clusters Score -1.037406e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 79407 members 
Entering Unmasked Estep 
Score: -10374068.000000 Penalty: 3673.184326
	Iteration 112Q: 3 clusters Score -1.037407e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -10374064.000000 Penalty: 3673.184326
	Iteration 113Q: 3 clusters Score -1.037406e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -10374057.000000 Penalty: 3673.184326
	Iteration 114Q: 3 clusters Score -1.037406e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -10374051.000000 Penalty: 3673.184326
	Iteration 115Q: 3 clusters Score -1.037405e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -10374044.000000 Penalty: 3673.184326
	Iteration 116Q: 3 clusters Score -1.037404e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -10374033.000000 Penalty: 3673.184326
	Iteration 117Q: 3 clusters Score -1.037403e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -10374048.000000 Penalty: 3673.184326
	Iteration 118Q: 3 clusters Score -1.037405e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -10374041.000000 Penalty: 3673.184326
	Iteration 119Q: 3 clusters Score -1.037404e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -10374043.000000 Penalty: 3673.184326
	Iteration 120F: 3 clusters Score -1.037404e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -10374051.000000 Penalty: 3673.184326
	Iteration 121Q: 3 clusters Score -1.037405e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -10374042.000000 Penalty: 3673.184326
	Iteration 122Q: 3 clusters Score -1.037404e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -10374063.000000 Penalty: 3673.184326
	Iteration 123Q: 3 clusters Score -1.037406e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 80029 members 
Entering Unmasked Estep 
Score: -10374083.000000 Penalty: 3673.184326
	Iteration 124Q: 3 clusters Score -1.037408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -10374062.000000 Penalty: 3673.184326
	Iteration 125Q: 3 clusters Score -1.037406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -10374057.000000 Penalty: 3673.184326
	Iteration 126Q: 3 clusters Score -1.037406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -10374065.000000 Penalty: 3673.184326
	Iteration 127Q: 3 clusters Score -1.037406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -10374072.000000 Penalty: 3673.184326
	Iteration 128Q: 3 clusters Score -1.037407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -10374075.000000 Penalty: 3673.184326
	Iteration 129Q: 3 clusters Score -1.037408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -10374086.000000 Penalty: 3673.184326
	Iteration 130Q: 3 clusters Score -1.037409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -10374077.000000 Penalty: 3673.184326
	Iteration 131Q: 3 clusters Score -1.037408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -10374077.000000 Penalty: 3673.184326
	Iteration 132Q: 3 clusters Score -1.037408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -10374071.000000 Penalty: 3673.184326
	Iteration 133Q: 3 clusters Score -1.037407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -10374084.000000 Penalty: 3673.184326
	Iteration 134Q: 3 clusters Score -1.037408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -10374086.000000 Penalty: 3673.184326
	Iteration 135Q: 3 clusters Score -1.037409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -10374083.000000 Penalty: 3673.184326
	Iteration 136Q: 3 clusters Score -1.037408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -10374087.000000 Penalty: 3673.184326
	Iteration 137Q: 3 clusters Score -1.037409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -10374078.000000 Penalty: 3673.184326
	Iteration 138Q: 3 clusters Score -1.037408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -10374068.000000 Penalty: 3673.184326
	Iteration 139Q: 3 clusters Score -1.037407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -10374075.000000 Penalty: 3673.184326
	Iteration 140F: 3 clusters Score -1.037408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
Score: -10374076.000000 Penalty: 3673.184326
	Iteration 141Q: 3 clusters Score -1.037408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -10374069.000000 Penalty: 3673.184326
	Iteration 142Q: 3 clusters Score -1.037407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -10374071.000000 Penalty: 3673.184326
	Iteration 143Q: 3 clusters Score -1.037407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -10374077.000000 Penalty: 3673.184326
	Iteration 144Q: 3 clusters Score -1.037408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -10374073.000000 Penalty: 3673.184326
	Iteration 145Q: 3 clusters Score -1.037407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -10374073.000000 Penalty: 3673.184326
	Iteration 146F: 3 clusters Score -1.037407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Entering Unmasked Estep 
Score: -7089978.000000 Penalty: 1774.044189
	Iteration 0F: 2 clusters Score -7089978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -7054010.000000 Penalty: 3548.088379
	Iteration 0F: 3 clusters Score -7054010 nChanged 25991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -7069028.500000 Penalty: 3548.088379
	Iteration 1F: 3 clusters Score -7069028 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -7069834.000000 Penalty: 3548.088379
	Iteration 2Q: 3 clusters Score -7069834 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -7070812.000000 Penalty: 3548.088379
	Iteration 3Q: 3 clusters Score -7070812 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -7072025.500000 Penalty: 3548.088379
	Iteration 4F: 3 clusters Score -7072026 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -7073516.500000 Penalty: 3548.088379
	Iteration 5F: 3 clusters Score -7073516 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -7075107.000000 Penalty: 3548.088379
	Iteration 6F: 3 clusters Score -7075107 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -7076508.000000 Penalty: 3548.088379
	Iteration 7F: 3 clusters Score -7076508 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -7077670.000000 Penalty: 3548.088379
	Iteration 8Q: 3 clusters Score -7077670 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -7078710.000000 Penalty: 3548.088379
	Iteration 9Q: 3 clusters Score -7078710 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -7079591.500000 Penalty: 3548.088379
	Iteration 10Q: 3 clusters Score -7079592 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -7080352.000000 Penalty: 3548.088379
	Iteration 11Q: 3 clusters Score -7080352 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -7081019.000000 Penalty: 3548.088379
	Iteration 12Q: 3 clusters Score -7081019 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -7081597.000000 Penalty: 3548.088379
	Iteration 13Q: 3 clusters Score -7081597 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -7081976.500000 Penalty: 3548.088379
	Iteration 14Q: 3 clusters Score -7081976 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -7082304.500000 Penalty: 3548.088379
	Iteration 15Q: 3 clusters Score -7082304 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -7082587.000000 Penalty: 3548.088379
	Iteration 16Q: 3 clusters Score -7082587 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -7082806.000000 Penalty: 3548.088379
	Iteration 17Q: 3 clusters Score -7082806 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -7083126.500000 Penalty: 3548.088379
	Iteration 18Q: 3 clusters Score -7083126 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -7083413.000000 Penalty: 3548.088379
	Iteration 19Q: 3 clusters Score -7083413 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -7083764.500000 Penalty: 3548.088379
	Iteration 20F: 3 clusters Score -7083764 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -7084080.500000 Penalty: 3548.088379
	Iteration 21Q: 3 clusters Score -7084080 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -7084530.500000 Penalty: 3548.088379
	Iteration 22Q: 3 clusters Score -7084530 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -7085090.500000 Penalty: 3548.088379
	Iteration 23Q: 3 clusters Score -7085090 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -7085732.500000 Penalty: 3548.088379
	Iteration 24Q: 3 clusters Score -7085732 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -7086482.000000 Penalty: 3548.088379
	Iteration 25Q: 3 clusters Score -7086482 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -7087172.500000 Penalty: 3548.088379
	Iteration 26Q: 3 clusters Score -7087172 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -7087718.000000 Penalty: 3548.088379
	Iteration 27Q: 3 clusters Score -7087718 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -7088022.500000 Penalty: 3548.088379
	Iteration 28Q: 3 clusters Score -7088022 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -7088200.500000 Penalty: 3548.088379
	Iteration 29Q: 3 clusters Score -7088200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -7088313.000000 Penalty: 3548.088379
	Iteration 30Q: 3 clusters Score -7088313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -7088380.000000 Penalty: 3548.088379
	Iteration 31Q: 3 clusters Score -7088380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -7088426.000000 Penalty: 3548.088379
	Iteration 32Q: 3 clusters Score -7088426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -7088441.500000 Penalty: 3548.088379
	Iteration 33Q: 3 clusters Score -7088442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -7088461.000000 Penalty: 3548.088379
	Iteration 34Q: 3 clusters Score -7088461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -7088471.000000 Penalty: 3548.088379
	Iteration 35Q: 3 clusters Score -7088471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -7088485.500000 Penalty: 3548.088379
	Iteration 36Q: 3 clusters Score -7088486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -7088490.500000 Penalty: 3548.088379
	Iteration 37Q: 3 clusters Score -7088490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7088493.000000 Penalty: 3548.088379
	Iteration 38Q: 3 clusters Score -7088493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7088500.000000 Penalty: 3548.088379
	Iteration 39Q: 3 clusters Score -7088500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -7088506.500000 Penalty: 3548.088379
	Iteration 40F: 3 clusters Score -7088506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -7088511.000000 Penalty: 3548.088379
	Iteration 41Q: 3 clusters Score -7088511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -7088522.000000 Penalty: 3548.088379
	Iteration 42Q: 3 clusters Score -7088522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -7088529.000000 Penalty: 3548.088379
	Iteration 43Q: 3 clusters Score -7088529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -7088527.000000 Penalty: 3548.088379
	Iteration 44Q: 3 clusters Score -7088527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -7088527.000000 Penalty: 3548.088379
	Iteration 45F: 3 clusters Score -7088527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -207152.625000 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -207152.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -205262.812500 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -205262.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -205625.906250 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -205625.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -205723.109375 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -205723.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -205772.671875 Penalty: 2402.009521
	Iteration 3Q: 3 clusters Score -205772.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -205805.593750 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -205805.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -205823.703125 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -205823.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -205836.515625 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -205836.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -205840.390625 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -205840.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -205846.281250 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -205846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -205850.390625 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -205850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -205852.468750 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -205852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -205853.734375 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -205853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -205854.687500 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -205854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -205855.156250 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -205855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -205855.156250 Penalty: 2402.009521
	Iteration 14F: 3 clusters Score -205855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Entering Unmasked Estep 
Score: -1862338.750000 Penalty: 1557.763916
	Iteration 0F: 2 clusters Score -1862339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1852228.625000 Penalty: 3115.527832
	Iteration 0F: 3 clusters Score -1852229 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1855756.375000 Penalty: 3115.527832
	Iteration 1F: 3 clusters Score -1855756 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1856012.750000 Penalty: 3115.527832
	Iteration 2F: 3 clusters Score -1856013 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1856267.750000 Penalty: 3115.527832
	Iteration 3Q: 3 clusters Score -1856268 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1856489.000000 Penalty: 3115.527832
	Iteration 4Q: 3 clusters Score -1856489 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1856694.250000 Penalty: 3115.527832
	Iteration 5Q: 3 clusters Score -1856694 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1856920.500000 Penalty: 3115.527832
	Iteration 6Q: 3 clusters Score -1856920 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1857206.125000 Penalty: 3115.527832
	Iteration 7Q: 3 clusters Score -1857206 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1857571.750000 Penalty: 3115.527832
	Iteration 8Q: 3 clusters Score -1857572 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1858089.500000 Penalty: 3115.527832
	Iteration 9F: 3 clusters Score -1858090 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1858744.500000 Penalty: 3115.527832
	Iteration 10F: 3 clusters Score -1858744 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1859470.875000 Penalty: 3115.527832
	Iteration 11F: 3 clusters Score -1859471 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1860049.750000 Penalty: 3115.527832
	Iteration 12Q: 3 clusters Score -1860050 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1860443.875000 Penalty: 3115.527832
	Iteration 13Q: 3 clusters Score -1860444 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1860651.875000 Penalty: 3115.527832
	Iteration 14Q: 3 clusters Score -1860652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1860753.875000 Penalty: 3115.527832
	Iteration 15Q: 3 clusters Score -1860754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1860820.875000 Penalty: 3115.527832
	Iteration 16Q: 3 clusters Score -1860821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1860866.375000 Penalty: 3115.527832
	Iteration 17Q: 3 clusters Score -1860866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1860911.000000 Penalty: 3115.527832
	Iteration 18Q: 3 clusters Score -1860911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1860943.250000 Penalty: 3115.527832
	Iteration 19Q: 3 clusters Score -1860943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1860969.625000 Penalty: 3115.527832
	Iteration 20F: 3 clusters Score -1860970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1860982.000000 Penalty: 3115.527832
	Iteration 21Q: 3 clusters Score -1860982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1860993.875000 Penalty: 3115.527832
	Iteration 22Q: 3 clusters Score -1860994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1861000.375000 Penalty: 3115.527832
	Iteration 23Q: 3 clusters Score -1861000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1861010.250000 Penalty: 3115.527832
	Iteration 24Q: 3 clusters Score -1861010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1861016.500000 Penalty: 3115.527832
	Iteration 25Q: 3 clusters Score -1861016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1861021.875000 Penalty: 3115.527832
	Iteration 26Q: 3 clusters Score -1861022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1861023.375000 Penalty: 3115.527832
	Iteration 27Q: 3 clusters Score -1861023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1861024.750000 Penalty: 3115.527832
	Iteration 28Q: 3 clusters Score -1861025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1861024.750000 Penalty: 3115.527832
	Iteration 29F: 3 clusters Score -1861025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 55606 members 
Mstep: Class 6 contains 46156 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23058 members 
Mstep: Class 14 contains 62641 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804140.000000 Penalty: 38530.851562
Iteration 359Q: 19 clusters Score -6.580414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 55607 members 
Mstep: Class 6 contains 46157 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23057 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804144.000000 Penalty: 38530.851562
Iteration 360F: 19 clusters Score -6.580414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 55607 members 
Mstep: Class 6 contains 46158 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23057 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804148.000000 Penalty: 38530.851562
Iteration 361Q: 19 clusters Score -6.580415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 55607 members 
Mstep: Class 6 contains 46159 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23057 members 
Mstep: Class 14 contains 62640 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804132.000000 Penalty: 38530.851562
Iteration 362Q: 19 clusters Score -6.580413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 55607 members 
Mstep: Class 6 contains 46159 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23056 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804148.000000 Penalty: 38530.851562
Iteration 363Q: 19 clusters Score -6.580415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 55608 members 
Mstep: Class 6 contains 46159 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23055 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55115 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804172.000000 Penalty: 38530.851562
Iteration 364Q: 19 clusters Score -6.580417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47054 members 
Mstep: Class 5 contains 55608 members 
Mstep: Class 6 contains 46159 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23055 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804164.000000 Penalty: 38530.851562
Iteration 365Q: 19 clusters Score -6.580416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 55608 members 
Mstep: Class 6 contains 46159 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23055 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804172.000000 Penalty: 38530.851562
Iteration 366Q: 19 clusters Score -6.580417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 47055 members 
Mstep: Class 5 contains 55608 members 
Mstep: Class 6 contains 46159 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 31379 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 23055 members 
Mstep: Class 14 contains 62639 members 
Mstep: Class 15 contains 80990 members 
Mstep: Class 16 contains 55116 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 14563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804172.000000 Penalty: 38530.851562
Iteration 367F: 19 clusters Score -6.580417e+07 nChanged 0
Entering ConstructFrom: 
Score: -65804172.000000 Penalty: 38530.851562
Entering ConstructFrom: 
Trying to split cluster 1 (68974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Entering Unmasked Estep 
Score: -8656147.000000 Penalty: 1810.491333
	Iteration 0F: 2 clusters Score -8656147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -8610639.000000 Penalty: 3620.982666
	Iteration 0F: 3 clusters Score -8610639 nChanged 32556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -8629261.000000 Penalty: 3620.982666
	Iteration 1F: 3 clusters Score -8629261 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -8629911.000000 Penalty: 3620.982666
	Iteration 2Q: 3 clusters Score -8629911 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8630904.000000 Penalty: 3620.982666
	Iteration 3Q: 3 clusters Score -8630904 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -8632658.000000 Penalty: 3620.982666
	Iteration 4F: 3 clusters Score -8632658 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -8635608.000000 Penalty: 3620.982666
	Iteration 5F: 3 clusters Score -8635608 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -8640202.000000 Penalty: 3620.982666
	Iteration 6F: 3 clusters Score -8640202 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -8645847.000000 Penalty: 3620.982666
	Iteration 7F: 3 clusters Score -8645847 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -8650553.000000 Penalty: 3620.982666
	Iteration 8F: 3 clusters Score -8650553 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -8653083.000000 Penalty: 3620.982666
	Iteration 9Q: 3 clusters Score -8653083 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -8654011.000000 Penalty: 3620.982666
	Iteration 10Q: 3 clusters Score -8654011 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -8654285.000000 Penalty: 3620.982666
	Iteration 11Q: 3 clusters Score -8654285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -8654419.000000 Penalty: 3620.982666
	Iteration 12Q: 3 clusters Score -8654419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -8654488.000000 Penalty: 3620.982666
	Iteration 13Q: 3 clusters Score -8654488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -8654527.000000 Penalty: 3620.982666
	Iteration 14Q: 3 clusters Score -8654527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -8654528.000000 Penalty: 3620.982666
	Iteration 15Q: 3 clusters Score -8654528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -8654545.000000 Penalty: 3620.982666
	Iteration 16Q: 3 clusters Score -8654545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -8654546.000000 Penalty: 3620.982666
	Iteration 17Q: 3 clusters Score -8654546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -8654544.000000 Penalty: 3620.982666
	Iteration 18Q: 3 clusters Score -8654544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -8654544.000000 Penalty: 3620.982666
	Iteration 19F: 3 clusters Score -8654544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Entering Unmasked Estep 
Score: -1904156.250000 Penalty: 1567.308594
	Iteration 0F: 2 clusters Score -1904156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1893402.875000 Penalty: 3134.617188
	Iteration 0F: 3 clusters Score -1893403 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1897093.000000 Penalty: 3134.617188
	Iteration 1F: 3 clusters Score -1897093 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1897521.875000 Penalty: 3134.617188
	Iteration 2F: 3 clusters Score -1897522 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1897999.875000 Penalty: 3134.617188
	Iteration 3F: 3 clusters Score -1898000 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1898600.875000 Penalty: 3134.617188
	Iteration 4F: 3 clusters Score -1898601 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1899393.625000 Penalty: 3134.617188
	Iteration 5F: 3 clusters Score -1899394 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1900339.250000 Penalty: 3134.617188
	Iteration 6F: 3 clusters Score -1900339 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1901401.125000 Penalty: 3134.617188
	Iteration 7F: 3 clusters Score -1901401 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1902391.750000 Penalty: 3134.617188
	Iteration 8F: 3 clusters Score -1902392 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1902999.125000 Penalty: 3134.617188
	Iteration 9Q: 3 clusters Score -1902999 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1903205.000000 Penalty: 3134.617188
	Iteration 10Q: 3 clusters Score -1903205 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1903279.250000 Penalty: 3134.617188
	Iteration 11Q: 3 clusters Score -1903279 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1903319.125000 Penalty: 3134.617188
	Iteration 12Q: 3 clusters Score -1903319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1903337.500000 Penalty: 3134.617188
	Iteration 13Q: 3 clusters Score -1903338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1903347.375000 Penalty: 3134.617188
	Iteration 14Q: 3 clusters Score -1903347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1903356.625000 Penalty: 3134.617188
	Iteration 15Q: 3 clusters Score -1903357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1903357.625000 Penalty: 3134.617188
	Iteration 16Q: 3 clusters Score -1903358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1903356.875000 Penalty: 3134.617188
	Iteration 17Q: 3 clusters Score -1903357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1903357.750000 Penalty: 3134.617188
	Iteration 18Q: 3 clusters Score -1903358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1903356.250000 Penalty: 3134.617188
	Iteration 19Q: 3 clusters Score -1903356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1903359.875000 Penalty: 3134.617188
	Iteration 20F: 3 clusters Score -1903360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1903358.375000 Penalty: 3134.617188
	Iteration 21Q: 3 clusters Score -1903358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1903357.375000 Penalty: 3134.617188
	Iteration 22Q: 3 clusters Score -1903357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1903358.875000 Penalty: 3134.617188
	Iteration 23Q: 3 clusters Score -1903359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1903359.750000 Penalty: 3134.617188
	Iteration 24Q: 3 clusters Score -1903360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1903358.375000 Penalty: 3134.617188
	Iteration 25Q: 3 clusters Score -1903358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1903358.375000 Penalty: 3134.617188
	Iteration 26F: 3 clusters Score -1903358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Entering Unmasked Estep 
Score: -365810.093750 Penalty: 1305.522095
	Iteration 0F: 2 clusters Score -365810.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -363082.343750 Penalty: 2611.044189
	Iteration 0F: 3 clusters Score -363082.3 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -363880.875000 Penalty: 2611.044189
	Iteration 1F: 3 clusters Score -363880.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -364103.968750 Penalty: 2611.044189
	Iteration 2F: 3 clusters Score -364104 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -364245.500000 Penalty: 2611.044189
	Iteration 3F: 3 clusters Score -364245.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -364354.406250 Penalty: 2611.044189
	Iteration 4Q: 3 clusters Score -364354.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -364446.250000 Penalty: 2611.044189
	Iteration 5Q: 3 clusters Score -364446.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -364531.843750 Penalty: 2611.044189
	Iteration 6Q: 3 clusters Score -364531.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -364618.781250 Penalty: 2611.044189
	Iteration 7Q: 3 clusters Score -364618.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -364672.593750 Penalty: 2611.044189
	Iteration 8Q: 3 clusters Score -364672.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -364703.625000 Penalty: 2611.044189
	Iteration 9Q: 3 clusters Score -364703.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -364729.281250 Penalty: 2611.044189
	Iteration 10Q: 3 clusters Score -364729.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -364750.468750 Penalty: 2611.044189
	Iteration 11Q: 3 clusters Score -364750.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -364771.312500 Penalty: 2611.044189
	Iteration 12Q: 3 clusters Score -364771.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -364782.843750 Penalty: 2611.044189
	Iteration 13Q: 3 clusters Score -364782.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -364789.656250 Penalty: 2611.044189
	Iteration 14Q: 3 clusters Score -364789.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -364795.625000 Penalty: 2611.044189
	Iteration 15Q: 3 clusters Score -364795.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -364802.687500 Penalty: 2611.044189
	Iteration 16Q: 3 clusters Score -364802.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -364808.375000 Penalty: 2611.044189
	Iteration 17Q: 3 clusters Score -364808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -364813.281250 Penalty: 2611.044189
	Iteration 18Q: 3 clusters Score -364813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -364815.875000 Penalty: 2611.044189
	Iteration 19Q: 3 clusters Score -364815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -364819.812500 Penalty: 2611.044189
	Iteration 20F: 3 clusters Score -364819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -364822.000000 Penalty: 2611.044189
	Iteration 21Q: 3 clusters Score -364822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -364824.218750 Penalty: 2611.044189
	Iteration 22Q: 3 clusters Score -364824.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -364826.500000 Penalty: 2611.044189
	Iteration 23Q: 3 clusters Score -364826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -364827.625000 Penalty: 2611.044189
	Iteration 24Q: 3 clusters Score -364827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -364829.156250 Penalty: 2611.044189
	Iteration 25Q: 3 clusters Score -364829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -364830.343750 Penalty: 2611.044189
	Iteration 26Q: 3 clusters Score -364830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -364829.656250 Penalty: 2611.044189
	Iteration 27Q: 3 clusters Score -364829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -364830.781250 Penalty: 2611.044189
	Iteration 28Q: 3 clusters Score -364830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -364830.781250 Penalty: 2611.044189
	Iteration 29F: 3 clusters Score -364830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Entering Unmasked Estep 
Score: -5966059.000000 Penalty: 1748.349243
	Iteration 0F: 2 clusters Score -5966059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5934797.000000 Penalty: 3496.698486
	Iteration 0F: 3 clusters Score -5934797 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5946963.000000 Penalty: 3496.698486
	Iteration 1F: 3 clusters Score -5946963 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -5947420.000000 Penalty: 3496.698486
	Iteration 2Q: 3 clusters Score -5947420 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -5947966.000000 Penalty: 3496.698486
	Iteration 3Q: 3 clusters Score -5947966 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -5948776.500000 Penalty: 3496.698486
	Iteration 4Q: 3 clusters Score -5948776 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5950069.500000 Penalty: 3496.698486
	Iteration 5F: 3 clusters Score -5950070 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -5952116.500000 Penalty: 3496.698486
	Iteration 6F: 3 clusters Score -5952116 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -5955002.000000 Penalty: 3496.698486
	Iteration 7F: 3 clusters Score -5955002 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -5958325.000000 Penalty: 3496.698486
	Iteration 8F: 3 clusters Score -5958325 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5960866.000000 Penalty: 3496.698486
	Iteration 9F: 3 clusters Score -5960866 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -5962315.000000 Penalty: 3496.698486
	Iteration 10Q: 3 clusters Score -5962315 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -5963019.500000 Penalty: 3496.698486
	Iteration 11Q: 3 clusters Score -5963020 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -5963437.500000 Penalty: 3496.698486
	Iteration 12Q: 3 clusters Score -5963438 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -5963685.500000 Penalty: 3496.698486
	Iteration 13Q: 3 clusters Score -5963686 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -5963888.500000 Penalty: 3496.698486
	Iteration 14Q: 3 clusters Score -5963888 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5964001.000000 Penalty: 3496.698486
	Iteration 15Q: 3 clusters Score -5964001 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -5964121.000000 Penalty: 3496.698486
	Iteration 16Q: 3 clusters Score -5964121 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -5964196.500000 Penalty: 3496.698486
	Iteration 17Q: 3 clusters Score -5964196 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -5964252.500000 Penalty: 3496.698486
	Iteration 18Q: 3 clusters Score -5964252 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -5964309.000000 Penalty: 3496.698486
	Iteration 19Q: 3 clusters Score -5964309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5964337.500000 Penalty: 3496.698486
	Iteration 20F: 3 clusters Score -5964338 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -5964385.500000 Penalty: 3496.698486
	Iteration 21Q: 3 clusters Score -5964386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5964413.500000 Penalty: 3496.698486
	Iteration 22Q: 3 clusters Score -5964414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -5964423.000000 Penalty: 3496.698486
	Iteration 23Q: 3 clusters Score -5964423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -5964447.000000 Penalty: 3496.698486
	Iteration 24Q: 3 clusters Score -5964447 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -5964467.500000 Penalty: 3496.698486
	Iteration 25Q: 3 clusters Score -5964468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -5964481.000000 Penalty: 3496.698486
	Iteration 26Q: 3 clusters Score -5964481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -5964492.000000 Penalty: 3496.698486
	Iteration 27Q: 3 clusters Score -5964492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -5964489.000000 Penalty: 3496.698486
	Iteration 28Q: 3 clusters Score -5964489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5964496.500000 Penalty: 3496.698486
	Iteration 29Q: 3 clusters Score -5964496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -5964507.000000 Penalty: 3496.698486
	Iteration 30Q: 3 clusters Score -5964507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -5964519.000000 Penalty: 3496.698486
	Iteration 31Q: 3 clusters Score -5964519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -5964529.500000 Penalty: 3496.698486
	Iteration 32Q: 3 clusters Score -5964530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5964527.000000 Penalty: 3496.698486
	Iteration 33Q: 3 clusters Score -5964527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -5964538.000000 Penalty: 3496.698486
	Iteration 34Q: 3 clusters Score -5964538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -5964551.500000 Penalty: 3496.698486
	Iteration 35Q: 3 clusters Score -5964552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5964554.000000 Penalty: 3496.698486
	Iteration 36Q: 3 clusters Score -5964554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5964558.500000 Penalty: 3496.698486
	Iteration 37Q: 3 clusters Score -5964558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -5964565.000000 Penalty: 3496.698486
	Iteration 38Q: 3 clusters Score -5964565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -5964568.000000 Penalty: 3496.698486
	Iteration 39Q: 3 clusters Score -5964568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -5964566.500000 Penalty: 3496.698486
	Iteration 40F: 3 clusters Score -5964566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -5964570.500000 Penalty: 3496.698486
	Iteration 41Q: 3 clusters Score -5964570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -5964570.500000 Penalty: 3496.698486
	Iteration 42F: 3 clusters Score -5964570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Entering Unmasked Estep 
Score: -7180607.500000 Penalty: 1775.488403
	Iteration 0F: 2 clusters Score -7180608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -7144666.000000 Penalty: 3550.976807
	Iteration 0F: 3 clusters Score -7144666 nChanged 26121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -7159343.500000 Penalty: 3550.976807
	Iteration 1F: 3 clusters Score -7159344 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -7159743.500000 Penalty: 3550.976807
	Iteration 2Q: 3 clusters Score -7159744 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -7160120.000000 Penalty: 3550.976807
	Iteration 3Q: 3 clusters Score -7160120 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -7160503.500000 Penalty: 3550.976807
	Iteration 4Q: 3 clusters Score -7160504 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -7160871.000000 Penalty: 3550.976807
	Iteration 5Q: 3 clusters Score -7160871 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -7161225.500000 Penalty: 3550.976807
	Iteration 6Q: 3 clusters Score -7161226 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -7161634.500000 Penalty: 3550.976807
	Iteration 7Q: 3 clusters Score -7161634 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -7162093.500000 Penalty: 3550.976807
	Iteration 8Q: 3 clusters Score -7162094 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -7162695.500000 Penalty: 3550.976807
	Iteration 9Q: 3 clusters Score -7162696 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -7163541.000000 Penalty: 3550.976807
	Iteration 10Q: 3 clusters Score -7163541 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -7164707.000000 Penalty: 3550.976807
	Iteration 11Q: 3 clusters Score -7164707 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -7166366.500000 Penalty: 3550.976807
	Iteration 12Q: 3 clusters Score -7166366 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -7168388.000000 Penalty: 3550.976807
	Iteration 13F: 3 clusters Score -7168388 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -7170222.000000 Penalty: 3550.976807
	Iteration 14F: 3 clusters Score -7170222 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -7171266.000000 Penalty: 3550.976807
	Iteration 15Q: 3 clusters Score -7171266 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -7171733.500000 Penalty: 3550.976807
	Iteration 16Q: 3 clusters Score -7171734 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -7171934.500000 Penalty: 3550.976807
	Iteration 17Q: 3 clusters Score -7171934 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -7172116.000000 Penalty: 3550.976807
	Iteration 18Q: 3 clusters Score -7172116 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -7172307.500000 Penalty: 3550.976807
	Iteration 19Q: 3 clusters Score -7172308 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7172493.000000 Penalty: 3550.976807
	Iteration 20F: 3 clusters Score -7172493 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -7172736.000000 Penalty: 3550.976807
	Iteration 21Q: 3 clusters Score -7172736 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -7172954.000000 Penalty: 3550.976807
	Iteration 22Q: 3 clusters Score -7172954 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -7173220.000000 Penalty: 3550.976807
	Iteration 23Q: 3 clusters Score -7173220 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -7173512.000000 Penalty: 3550.976807
	Iteration 24Q: 3 clusters Score -7173512 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -7173804.500000 Penalty: 3550.976807
	Iteration 25Q: 3 clusters Score -7173804 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -7174127.000000 Penalty: 3550.976807
	Iteration 26Q: 3 clusters Score -7174127 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -7174421.000000 Penalty: 3550.976807
	Iteration 27Q: 3 clusters Score -7174421 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -7174716.500000 Penalty: 3550.976807
	Iteration 28Q: 3 clusters Score -7174716 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -7175071.000000 Penalty: 3550.976807
	Iteration 29Q: 3 clusters Score -7175071 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -7175460.000000 Penalty: 3550.976807
	Iteration 30Q: 3 clusters Score -7175460 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -7175818.000000 Penalty: 3550.976807
	Iteration 31Q: 3 clusters Score -7175818 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -7176184.500000 Penalty: 3550.976807
	Iteration 32Q: 3 clusters Score -7176184 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -7176556.500000 Penalty: 3550.976807
	Iteration 33Q: 3 clusters Score -7176556 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -7176969.000000 Penalty: 3550.976807
	Iteration 34Q: 3 clusters Score -7176969 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -7177361.500000 Penalty: 3550.976807
	Iteration 35Q: 3 clusters Score -7177362 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -7177688.500000 Penalty: 3550.976807
	Iteration 36Q: 3 clusters Score -7177688 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -7178023.000000 Penalty: 3550.976807
	Iteration 37Q: 3 clusters Score -7178023 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -7178264.500000 Penalty: 3550.976807
	Iteration 38Q: 3 clusters Score -7178264 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -7178509.500000 Penalty: 3550.976807
	Iteration 39Q: 3 clusters Score -7178510 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -7178666.000000 Penalty: 3550.976807
	Iteration 40F: 3 clusters Score -7178666 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -7178763.500000 Penalty: 3550.976807
	Iteration 41Q: 3 clusters Score -7178764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -7178851.000000 Penalty: 3550.976807
	Iteration 42Q: 3 clusters Score -7178851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -7178908.000000 Penalty: 3550.976807
	Iteration 43Q: 3 clusters Score -7178908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -7178940.500000 Penalty: 3550.976807
	Iteration 44Q: 3 clusters Score -7178940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -7178974.000000 Penalty: 3550.976807
	Iteration 45Q: 3 clusters Score -7178974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -7178994.500000 Penalty: 3550.976807
	Iteration 46Q: 3 clusters Score -7178994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -7179003.500000 Penalty: 3550.976807
	Iteration 47Q: 3 clusters Score -7179004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7179015.500000 Penalty: 3550.976807
	Iteration 48Q: 3 clusters Score -7179016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -7179043.000000 Penalty: 3550.976807
	Iteration 49Q: 3 clusters Score -7179043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -7179038.000000 Penalty: 3550.976807
	Iteration 50Q: 3 clusters Score -7179038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -7179048.500000 Penalty: 3550.976807
	Iteration 51Q: 3 clusters Score -7179048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -7179058.000000 Penalty: 3550.976807
	Iteration 52Q: 3 clusters Score -7179058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -7179055.500000 Penalty: 3550.976807
	Iteration 53Q: 3 clusters Score -7179056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -7179056.500000 Penalty: 3550.976807
	Iteration 54Q: 3 clusters Score -7179056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -7179066.500000 Penalty: 3550.976807
	Iteration 55Q: 3 clusters Score -7179066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -7179061.500000 Penalty: 3550.976807
	Iteration 56Q: 3 clusters Score -7179062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -7179063.500000 Penalty: 3550.976807
	Iteration 57Q: 3 clusters Score -7179064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -7179064.000000 Penalty: 3550.976807
	Iteration 58Q: 3 clusters Score -7179064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -7179065.500000 Penalty: 3550.976807
	Iteration 59Q: 3 clusters Score -7179066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -7179063.500000 Penalty: 3550.976807
	Iteration 60F: 3 clusters Score -7179064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -7179064.000000 Penalty: 3550.976807
	Iteration 61Q: 3 clusters Score -7179064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -7179064.000000 Penalty: 3550.976807
	Iteration 62F: 3 clusters Score -7179064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Entering Unmasked Estep 
Score: -5923425.000000 Penalty: 1745.225220
	Iteration 0F: 2 clusters Score -5923425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -5892823.000000 Penalty: 3490.450439
	Iteration 0F: 3 clusters Score -5892823 nChanged 21564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -5904891.500000 Penalty: 3490.450439
	Iteration 1F: 3 clusters Score -5904892 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5905345.000000 Penalty: 3490.450439
	Iteration 2Q: 3 clusters Score -5905345 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5905846.500000 Penalty: 3490.450439
	Iteration 3Q: 3 clusters Score -5905846 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5906436.500000 Penalty: 3490.450439
	Iteration 4Q: 3 clusters Score -5906436 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5907187.000000 Penalty: 3490.450439
	Iteration 5Q: 3 clusters Score -5907187 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5908393.000000 Penalty: 3490.450439
	Iteration 6Q: 3 clusters Score -5908393 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5910055.500000 Penalty: 3490.450439
	Iteration 7F: 3 clusters Score -5910056 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5912082.500000 Penalty: 3490.450439
	Iteration 8F: 3 clusters Score -5912082 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -5913638.000000 Penalty: 3490.450439
	Iteration 9F: 3 clusters Score -5913638 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5914188.000000 Penalty: 3490.450439
	Iteration 10Q: 3 clusters Score -5914188 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5914392.000000 Penalty: 3490.450439
	Iteration 11Q: 3 clusters Score -5914392 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5914448.500000 Penalty: 3490.450439
	Iteration 12Q: 3 clusters Score -5914448 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5914500.000000 Penalty: 3490.450439
	Iteration 13Q: 3 clusters Score -5914500 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5914524.000000 Penalty: 3490.450439
	Iteration 14Q: 3 clusters Score -5914524 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -5914585.000000 Penalty: 3490.450439
	Iteration 15Q: 3 clusters Score -5914585 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -5914639.500000 Penalty: 3490.450439
	Iteration 16Q: 3 clusters Score -5914640 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5914647.500000 Penalty: 3490.450439
	Iteration 17Q: 3 clusters Score -5914648 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -5914662.500000 Penalty: 3490.450439
	Iteration 18Q: 3 clusters Score -5914662 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5914695.000000 Penalty: 3490.450439
	Iteration 19Q: 3 clusters Score -5914695 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -5914713.500000 Penalty: 3490.450439
	Iteration 20F: 3 clusters Score -5914714 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -5914731.500000 Penalty: 3490.450439
	Iteration 21Q: 3 clusters Score -5914732 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -5914756.000000 Penalty: 3490.450439
	Iteration 22Q: 3 clusters Score -5914756 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5914740.500000 Penalty: 3490.450439
	Iteration 23Q: 3 clusters Score -5914740 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -5914757.000000 Penalty: 3490.450439
	Iteration 24Q: 3 clusters Score -5914757 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -5914777.000000 Penalty: 3490.450439
	Iteration 25Q: 3 clusters Score -5914777 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5914789.000000 Penalty: 3490.450439
	Iteration 26Q: 3 clusters Score -5914789 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -5914813.500000 Penalty: 3490.450439
	Iteration 27Q: 3 clusters Score -5914814 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -5914844.000000 Penalty: 3490.450439
	Iteration 28Q: 3 clusters Score -5914844 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5914861.000000 Penalty: 3490.450439
	Iteration 29Q: 3 clusters Score -5914861 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -5914881.500000 Penalty: 3490.450439
	Iteration 30Q: 3 clusters Score -5914882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -5914884.000000 Penalty: 3490.450439
	Iteration 31Q: 3 clusters Score -5914884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5914888.500000 Penalty: 3490.450439
	Iteration 32Q: 3 clusters Score -5914888 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -5914918.500000 Penalty: 3490.450439
	Iteration 33Q: 3 clusters Score -5914918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -5914928.000000 Penalty: 3490.450439
	Iteration 34Q: 3 clusters Score -5914928 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -5914926.000000 Penalty: 3490.450439
	Iteration 35Q: 3 clusters Score -5914926 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -5914945.000000 Penalty: 3490.450439
	Iteration 36Q: 3 clusters Score -5914945 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5914945.500000 Penalty: 3490.450439
	Iteration 37Q: 3 clusters Score -5914946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -5914941.500000 Penalty: 3490.450439
	Iteration 38Q: 3 clusters Score -5914942 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5914933.500000 Penalty: 3490.450439
	Iteration 39Q: 3 clusters Score -5914934 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -5914947.500000 Penalty: 3490.450439
	Iteration 40F: 3 clusters Score -5914948 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -5914978.000000 Penalty: 3490.450439
	Iteration 41Q: 3 clusters Score -5914978 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -5914985.000000 Penalty: 3490.450439
	Iteration 42Q: 3 clusters Score -5914985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -5914979.500000 Penalty: 3490.450439
	Iteration 43Q: 3 clusters Score -5914980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -5914990.500000 Penalty: 3490.450439
	Iteration 44Q: 3 clusters Score -5914990 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -5914985.500000 Penalty: 3490.450439
	Iteration 45Q: 3 clusters Score -5914986 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5914981.000000 Penalty: 3490.450439
	Iteration 46Q: 3 clusters Score -5914981 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5915017.000000 Penalty: 3490.450439
	Iteration 47Q: 3 clusters Score -5915017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -5915033.500000 Penalty: 3490.450439
	Iteration 48Q: 3 clusters Score -5915034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5915026.000000 Penalty: 3490.450439
	Iteration 49Q: 3 clusters Score -5915026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -5915028.500000 Penalty: 3490.450439
	Iteration 50Q: 3 clusters Score -5915028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -5915021.500000 Penalty: 3490.450439
	Iteration 51Q: 3 clusters Score -5915022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -5915015.000000 Penalty: 3490.450439
	Iteration 52Q: 3 clusters Score -5915015 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -5914999.500000 Penalty: 3490.450439
	Iteration 53Q: 3 clusters Score -5915000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -5915001.000000 Penalty: 3490.450439
	Iteration 54Q: 3 clusters Score -5915001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -5915002.000000 Penalty: 3490.450439
	Iteration 55Q: 3 clusters Score -5915002 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5915029.500000 Penalty: 3490.450439
	Iteration 56Q: 3 clusters Score -5915030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -5915014.500000 Penalty: 3490.450439
	Iteration 57Q: 3 clusters Score -5915014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -5915014.000000 Penalty: 3490.450439
	Iteration 58Q: 3 clusters Score -5915014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -5915019.000000 Penalty: 3490.450439
	Iteration 59Q: 3 clusters Score -5915019 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -5915035.500000 Penalty: 3490.450439
	Iteration 60F: 3 clusters Score -5915036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -5915030.500000 Penalty: 3490.450439
	Iteration 61Q: 3 clusters Score -5915030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -5915024.500000 Penalty: 3490.450439
	Iteration 62Q: 3 clusters Score -5915024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5915010 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5915009 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5915017 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5915010 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -5915006.500000 Penalty: 3490.450439
	Iteration 67Q: 3 clusters Score -5915006 nChanged 57
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Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5915012 nChanged 56
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Mstep: Class 1 contains 25777 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5915022 nChanged 42
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Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5915035 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5915036 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5915030 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5915038 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5915028 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5915022 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5915031.500000 Penalty: 3490.450439
	Iteration 76Q: 3 clusters Score -5915032 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5915023 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -5915032.500000 Penalty: 3490.450439
	Iteration 78Q: 3 clusters Score -5915032 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5915026.500000 Penalty: 3490.450439
	Iteration 79Q: 3 clusters Score -5915026 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5915036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -5915033.000000 Penalty: 3490.450439
	Iteration 81Q: 3 clusters Score -5915033 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5915039.000000 Penalty: 3490.450439
	Iteration 82Q: 3 clusters Score -5915039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -5915037.000000 Penalty: 3490.450439
	Iteration 83Q: 3 clusters Score -5915037 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5915043.500000 Penalty: 3490.450439
	Iteration 84Q: 3 clusters Score -5915044 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5915053.500000 Penalty: 3490.450439
	Iteration 85Q: 3 clusters Score -5915054 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -5915051.000000 Penalty: 3490.450439
	Iteration 86Q: 3 clusters Score -5915051 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -5915062.000000 Penalty: 3490.450439
	Iteration 87Q: 3 clusters Score -5915062 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5915065.500000 Penalty: 3490.450439
	Iteration 88Q: 3 clusters Score -5915066 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -5915055.000000 Penalty: 3490.450439
	Iteration 89Q: 3 clusters Score -5915055 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5915075.500000 Penalty: 3490.450439
	Iteration 90Q: 3 clusters Score -5915076 nChanged 42
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Mstep: Class 1 contains 25980 members 
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Entering Unmasked Estep 
Score: -5915071.000000 Penalty: 3490.450439
	Iteration 91Q: 3 clusters Score -5915071 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5915065 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25986 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5915068 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5915069 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5915072 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5915076 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5915074 nChanged 19
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Mstep: Class 1 contains 26020 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5915080 nChanged 16
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Mstep: Class 1 contains 26028 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5915086 nChanged 20
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Mstep: Class 1 contains 26042 members 
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Entering Unmasked Estep 
Score: -5915081.000000 Penalty: 3490.450439
	Iteration 100F: 3 clusters Score -5915081 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26055 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5915072 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26062 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5915072 nChanged 13
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Mstep: Class 1 contains 26071 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5915080 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5915078 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -5915091.500000 Penalty: 3490.450439
	Iteration 105Q: 3 clusters Score -5915092 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5915087 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5915103.000000 Penalty: 3490.450439
	Iteration 107Q: 3 clusters Score -5915103 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5915116.000000 Penalty: 3490.450439
	Iteration 108Q: 3 clusters Score -5915116 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5915111 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5915114 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5915118 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -5915127.000000 Penalty: 3490.450439
	Iteration 112Q: 3 clusters Score -5915127 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5915109 nChanged 34
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Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5915116 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5915117 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5915128 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -5915124.500000 Penalty: 3490.450439
	Iteration 117Q: 3 clusters Score -5915124 nChanged 44
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Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5915134 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5915134 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5915132 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5915131 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26543 members 
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Entering Unmasked Estep 
Score: -5915146.500000 Penalty: 3490.450439
	Iteration 122Q: 3 clusters Score -5915146 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -5915158.000000 Penalty: 3490.450439
	Iteration 123Q: 3 clusters Score -5915158 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -5915167.000000 Penalty: 3490.450439
	Iteration 124Q: 3 clusters Score -5915167 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -5915159.000000 Penalty: 3490.450439
	Iteration 125Q: 3 clusters Score -5915159 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -5915155.500000 Penalty: 3490.450439
	Iteration 126Q: 3 clusters Score -5915156 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -5915161.000000 Penalty: 3490.450439
	Iteration 127Q: 3 clusters Score -5915161 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -5915166.500000 Penalty: 3490.450439
	Iteration 128Q: 3 clusters Score -5915166 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5915177.000000 Penalty: 3490.450439
	Iteration 129Q: 3 clusters Score -5915177 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26880 members 
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Entering Unmasked Estep 
Score: -5915173.500000 Penalty: 3490.450439
	Iteration 130Q: 3 clusters Score -5915174 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5915170 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5915172 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -5915191.000000 Penalty: 3490.450439
	Iteration 133Q: 3 clusters Score -5915191 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5915182.500000 Penalty: 3490.450439
	Iteration 134Q: 3 clusters Score -5915182 nChanged 80
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Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5915199 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5915216 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -5915223.500000 Penalty: 3490.450439
	Iteration 137Q: 3 clusters Score -5915224 nChanged 93
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Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5915228.500000 Penalty: 3490.450439
	Iteration 138Q: 3 clusters Score -5915228 nChanged 114
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Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5915240 nChanged 102
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Mstep: Class 1 contains 27580 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5915248 nChanged 101
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Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5915278 nChanged 118
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Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5915286 nChanged 132
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Mstep: Class 1 contains 27875 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5915300 nChanged 148
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Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -5915317.000000 Penalty: 3490.450439
	Iteration 144Q: 3 clusters Score -5915317 nChanged 150
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Mstep: Class 1 contains 28135 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5915344 nChanged 159
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Mstep: Class 1 contains 28280 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5915337 nChanged 194
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Mstep: Class 1 contains 28452 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5915376 nChanged 202
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Mstep: Class 1 contains 28628 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5915406 nChanged 202
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Mstep: Class 1 contains 28806 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5915456 nChanged 236
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Mstep: Class 1 contains 29010 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5915506 nChanged 238
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Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5915545 nChanged 259
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	Iteration 152Q: 3 clusters Score -5915598 nChanged 299
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Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5915630 nChanged 300
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Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5915688 nChanged 298
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Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5915758 nChanged 293
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Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5915808 nChanged 270
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	Iteration 157Q: 3 clusters Score -5915870 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -5915920.000000 Penalty: 3490.450439
	Iteration 158Q: 3 clusters Score -5915920 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -5915987.000000 Penalty: 3490.450439
	Iteration 159Q: 3 clusters Score -5915987 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -5916028.000000 Penalty: 3490.450439
	Iteration 160F: 3 clusters Score -5916028 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -5916100.000000 Penalty: 3490.450439
	Iteration 161Q: 3 clusters Score -5916100 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5916164.500000 Penalty: 3490.450439
	Iteration 162Q: 3 clusters Score -5916164 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -5916247.500000 Penalty: 3490.450439
	Iteration 163Q: 3 clusters Score -5916248 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5916369.000000 Penalty: 3490.450439
	Iteration 164Q: 3 clusters Score -5916369 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5916456.000000 Penalty: 3490.450439
	Iteration 165Q: 3 clusters Score -5916456 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -5916592.000000 Penalty: 3490.450439
	Iteration 166Q: 3 clusters Score -5916592 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -5916731.500000 Penalty: 3490.450439
	Iteration 167Q: 3 clusters Score -5916732 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5916858.000000 Penalty: 3490.450439
	Iteration 168Q: 3 clusters Score -5916858 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -5917044.000000 Penalty: 3490.450439
	Iteration 169Q: 3 clusters Score -5917044 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -5917208.000000 Penalty: 3490.450439
	Iteration 170Q: 3 clusters Score -5917208 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5917364.000000 Penalty: 3490.450439
	Iteration 171Q: 3 clusters Score -5917364 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -5917553.500000 Penalty: 3490.450439
	Iteration 172Q: 3 clusters Score -5917554 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5917761.500000 Penalty: 3490.450439
	Iteration 173Q: 3 clusters Score -5917762 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -5917998.000000 Penalty: 3490.450439
	Iteration 174Q: 3 clusters Score -5917998 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -5918216.000000 Penalty: 3490.450439
	Iteration 175Q: 3 clusters Score -5918216 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -5918442.500000 Penalty: 3490.450439
	Iteration 176Q: 3 clusters Score -5918442 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -5918668.000000 Penalty: 3490.450439
	Iteration 177Q: 3 clusters Score -5918668 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -5918866.000000 Penalty: 3490.450439
	Iteration 178Q: 3 clusters Score -5918866 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -5919069.500000 Penalty: 3490.450439
	Iteration 179Q: 3 clusters Score -5919070 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5919295.500000 Penalty: 3490.450439
	Iteration 180F: 3 clusters Score -5919296 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5919500.500000 Penalty: 3490.450439
	Iteration 181Q: 3 clusters Score -5919500 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5919690.500000 Penalty: 3490.450439
	Iteration 182Q: 3 clusters Score -5919690 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5919932.500000 Penalty: 3490.450439
	Iteration 183Q: 3 clusters Score -5919932 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5920168.500000 Penalty: 3490.450439
	Iteration 184Q: 3 clusters Score -5920168 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5920402.500000 Penalty: 3490.450439
	Iteration 185Q: 3 clusters Score -5920402 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5920644.500000 Penalty: 3490.450439
	Iteration 186Q: 3 clusters Score -5920644 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5920851.500000 Penalty: 3490.450439
	Iteration 187Q: 3 clusters Score -5920852 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5921048.500000 Penalty: 3490.450439
	Iteration 188Q: 3 clusters Score -5921048 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5921185.000000 Penalty: 3490.450439
	Iteration 189Q: 3 clusters Score -5921185 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5921359.000000 Penalty: 3490.450439
	Iteration 190Q: 3 clusters Score -5921359 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5921489.500000 Penalty: 3490.450439
	Iteration 191Q: 3 clusters Score -5921490 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5921600.000000 Penalty: 3490.450439
	Iteration 192Q: 3 clusters Score -5921600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5921671.500000 Penalty: 3490.450439
	Iteration 193Q: 3 clusters Score -5921672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5921713.000000 Penalty: 3490.450439
	Iteration 194Q: 3 clusters Score -5921713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5921746.500000 Penalty: 3490.450439
	Iteration 195Q: 3 clusters Score -5921746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5921775.500000 Penalty: 3490.450439
	Iteration 196Q: 3 clusters Score -5921776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5921813.500000 Penalty: 3490.450439
	Iteration 197Q: 3 clusters Score -5921814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5921822.500000 Penalty: 3490.450439
	Iteration 198Q: 3 clusters Score -5921822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5921837.500000 Penalty: 3490.450439
	Iteration 199Q: 3 clusters Score -5921838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5921855.000000 Penalty: 3490.450439
	Iteration 200F: 3 clusters Score -5921855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5921869.000000 Penalty: 3490.450439
	Iteration 201Q: 3 clusters Score -5921869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5921875.500000 Penalty: 3490.450439
	Iteration 202Q: 3 clusters Score -5921876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5921883.000000 Penalty: 3490.450439
	Iteration 203Q: 3 clusters Score -5921883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5921885.000000 Penalty: 3490.450439
	Iteration 204Q: 3 clusters Score -5921885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5921893.000000 Penalty: 3490.450439
	Iteration 205Q: 3 clusters Score -5921893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5921890.500000 Penalty: 3490.450439
	Iteration 206Q: 3 clusters Score -5921890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5921896.500000 Penalty: 3490.450439
	Iteration 207Q: 3 clusters Score -5921896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5921908.500000 Penalty: 3490.450439
	Iteration 208Q: 3 clusters Score -5921908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5921907.500000 Penalty: 3490.450439
	Iteration 209Q: 3 clusters Score -5921908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5921907.000000 Penalty: 3490.450439
	Iteration 210Q: 3 clusters Score -5921907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5921906.000000 Penalty: 3490.450439
	Iteration 211Q: 3 clusters Score -5921906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5921906.000000 Penalty: 3490.450439
	Iteration 212F: 3 clusters Score -5921906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -14519.591797 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -14519.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14006.171875 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -14006.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14201.147461 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -14201.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14297.257812 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -14297.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14340.569336 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -14340.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14365.477539 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -14365.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14374.577148 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -14374.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14374.836914 Penalty: 1687.711060
	Iteration 6F: 3 clusters Score -14374.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14469.467773 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -14469.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14477.073242 Penalty: 1687.711060
	Iteration 8Q: 3 clusters Score -14477.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14477.851562 Penalty: 1687.711060
	Iteration 9Q: 3 clusters Score -14477.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14477.851562 Penalty: 1687.711060
	Iteration 10F: 3 clusters Score -14477.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Entering Unmasked Estep 
Score: -1089903.000000 Penalty: 1469.465942
	Iteration 0F: 2 clusters Score -1089903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1083744.375000 Penalty: 2938.931885
	Iteration 0F: 3 clusters Score -1083744 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1085710.500000 Penalty: 2938.931885
	Iteration 1F: 3 clusters Score -1085710 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1085898.625000 Penalty: 2938.931885
	Iteration 2F: 3 clusters Score -1085899 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1086035.250000 Penalty: 2938.931885
	Iteration 3Q: 3 clusters Score -1086035 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1086137.375000 Penalty: 2938.931885
	Iteration 4Q: 3 clusters Score -1086137 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1086233.375000 Penalty: 2938.931885
	Iteration 5Q: 3 clusters Score -1086233 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1086332.125000 Penalty: 2938.931885
	Iteration 6Q: 3 clusters Score -1086332 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1086429.000000 Penalty: 2938.931885
	Iteration 7Q: 3 clusters Score -1086429 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1086546.625000 Penalty: 2938.931885
	Iteration 8Q: 3 clusters Score -1086547 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1086653.625000 Penalty: 2938.931885
	Iteration 9Q: 3 clusters Score -1086654 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1086795.000000 Penalty: 2938.931885
	Iteration 10Q: 3 clusters Score -1086795 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1086981.500000 Penalty: 2938.931885
	Iteration 11Q: 3 clusters Score -1086982 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1087192.750000 Penalty: 2938.931885
	Iteration 12Q: 3 clusters Score -1087193 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1087403.875000 Penalty: 2938.931885
	Iteration 13Q: 3 clusters Score -1087404 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1087608.500000 Penalty: 2938.931885
	Iteration 14Q: 3 clusters Score -1087608 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1087759.000000 Penalty: 2938.931885
	Iteration 15Q: 3 clusters Score -1087759 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1087874.125000 Penalty: 2938.931885
	Iteration 16Q: 3 clusters Score -1087874 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1087945.500000 Penalty: 2938.931885
	Iteration 17Q: 3 clusters Score -1087946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1087991.500000 Penalty: 2938.931885
	Iteration 18Q: 3 clusters Score -1087992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1088032.000000 Penalty: 2938.931885
	Iteration 19Q: 3 clusters Score -1088032 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1088076.125000 Penalty: 2938.931885
	Iteration 20F: 3 clusters Score -1088076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1088115.250000 Penalty: 2938.931885
	Iteration 21Q: 3 clusters Score -1088115 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1088149.125000 Penalty: 2938.931885
	Iteration 22Q: 3 clusters Score -1088149 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1088179.750000 Penalty: 2938.931885
	Iteration 23Q: 3 clusters Score -1088180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1088210.250000 Penalty: 2938.931885
	Iteration 24Q: 3 clusters Score -1088210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1088240.375000 Penalty: 2938.931885
	Iteration 25Q: 3 clusters Score -1088240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1088253.250000 Penalty: 2938.931885
	Iteration 26Q: 3 clusters Score -1088253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1088272.125000 Penalty: 2938.931885
	Iteration 27Q: 3 clusters Score -1088272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1088289.750000 Penalty: 2938.931885
	Iteration 28Q: 3 clusters Score -1088290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1088305.000000 Penalty: 2938.931885
	Iteration 29Q: 3 clusters Score -1088305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1088314.625000 Penalty: 2938.931885
	Iteration 30Q: 3 clusters Score -1088315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1088324.250000 Penalty: 2938.931885
	Iteration 31Q: 3 clusters Score -1088324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1088332.125000 Penalty: 2938.931885
	Iteration 32Q: 3 clusters Score -1088332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1088337.375000 Penalty: 2938.931885
	Iteration 33Q: 3 clusters Score -1088337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1088349.250000 Penalty: 2938.931885
	Iteration 34Q: 3 clusters Score -1088349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1088368.375000 Penalty: 2938.931885
	Iteration 35Q: 3 clusters Score -1088368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1088383.000000 Penalty: 2938.931885
	Iteration 36Q: 3 clusters Score -1088383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1088391.875000 Penalty: 2938.931885
	Iteration 37Q: 3 clusters Score -1088392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1088405.625000 Penalty: 2938.931885
	Iteration 38Q: 3 clusters Score -1088406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1088412.875000 Penalty: 2938.931885
	Iteration 39Q: 3 clusters Score -1088413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1088419.750000 Penalty: 2938.931885
	Iteration 40F: 3 clusters Score -1088420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1088427.500000 Penalty: 2938.931885
	Iteration 41Q: 3 clusters Score -1088428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1088433.000000 Penalty: 2938.931885
	Iteration 42Q: 3 clusters Score -1088433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1088437.000000 Penalty: 2938.931885
	Iteration 43Q: 3 clusters Score -1088437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1088442.000000 Penalty: 2938.931885
	Iteration 44Q: 3 clusters Score -1088442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1088444.375000 Penalty: 2938.931885
	Iteration 45Q: 3 clusters Score -1088444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1088448.875000 Penalty: 2938.931885
	Iteration 46Q: 3 clusters Score -1088449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1088453.500000 Penalty: 2938.931885
	Iteration 47Q: 3 clusters Score -1088454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1088460.000000 Penalty: 2938.931885
	Iteration 48Q: 3 clusters Score -1088460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1088465.500000 Penalty: 2938.931885
	Iteration 49Q: 3 clusters Score -1088466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1088467.125000 Penalty: 2938.931885
	Iteration 50Q: 3 clusters Score -1088467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1088472.500000 Penalty: 2938.931885
	Iteration 51Q: 3 clusters Score -1088472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1088473.625000 Penalty: 2938.931885
	Iteration 52Q: 3 clusters Score -1088474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1088476.375000 Penalty: 2938.931885
	Iteration 53Q: 3 clusters Score -1088476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1088476.375000 Penalty: 2938.931885
	Iteration 54Q: 3 clusters Score -1088476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1088475.875000 Penalty: 2938.931885
	Iteration 55Q: 3 clusters Score -1088476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1088475.875000 Penalty: 2938.931885
	Iteration 56F: 3 clusters Score -1088476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -73202.031250 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -73202.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72077.031250 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -72077.03 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72323.898438 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -72323.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72414.875000 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -72414.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72448.203125 Penalty: 2101.497070
	Iteration 3Q: 3 clusters Score -72448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72459.468750 Penalty: 2101.497070
	Iteration 4Q: 3 clusters Score -72459.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72482.765625 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -72482.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72497.859375 Penalty: 2101.497070
	Iteration 6Q: 3 clusters Score -72497.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72512.664062 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -72512.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72527.062500 Penalty: 2101.497070
	Iteration 8Q: 3 clusters Score -72527.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72556.804688 Penalty: 2101.497070
	Iteration 9Q: 3 clusters Score -72556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72585.171875 Penalty: 2101.497070
	Iteration 10Q: 3 clusters Score -72585.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72606.210938 Penalty: 2101.497070
	Iteration 11Q: 3 clusters Score -72606.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72634.054688 Penalty: 2101.497070
	Iteration 12Q: 3 clusters Score -72634.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72676.554688 Penalty: 2101.497070
	Iteration 13Q: 3 clusters Score -72676.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -72717.039062 Penalty: 2101.497070
	Iteration 14Q: 3 clusters Score -72717.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72751.484375 Penalty: 2101.497070
	Iteration 15Q: 3 clusters Score -72751.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72807.578125 Penalty: 2101.497070
	Iteration 16Q: 3 clusters Score -72807.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72851.695312 Penalty: 2101.497070
	Iteration 17Q: 3 clusters Score -72851.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72894.390625 Penalty: 2101.497070
	Iteration 18Q: 3 clusters Score -72894.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -72922.679688 Penalty: 2101.497070
	Iteration 19Q: 3 clusters Score -72922.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72946.625000 Penalty: 2101.497070
	Iteration 20F: 3 clusters Score -72946.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -72954.898438 Penalty: 2101.497070
	Iteration 21Q: 3 clusters Score -72954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -72958.539062 Penalty: 2101.497070
	Iteration 22Q: 3 clusters Score -72958.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72961.421875 Penalty: 2101.497070
	Iteration 23Q: 3 clusters Score -72961.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -72964.468750 Penalty: 2101.497070
	Iteration 24Q: 3 clusters Score -72964.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -72964.468750 Penalty: 2101.497070
	Iteration 25F: 3 clusters Score -72964.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Entering Unmasked Estep 
Score: -3988569.750000 Penalty: 1682.507812
	Iteration 0F: 2 clusters Score -3988570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3967589.250000 Penalty: 3365.015625
	Iteration 0F: 3 clusters Score -3967589 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3975422.750000 Penalty: 3365.015625
	Iteration 1F: 3 clusters Score -3975423 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3975880.250000 Penalty: 3365.015625
	Iteration 2Q: 3 clusters Score -3975880 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3976402.250000 Penalty: 3365.015625
	Iteration 3Q: 3 clusters Score -3976402 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3977183.000000 Penalty: 3365.015625
	Iteration 4Q: 3 clusters Score -3977183 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3978347.750000 Penalty: 3365.015625
	Iteration 5F: 3 clusters Score -3978348 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3980165.000000 Penalty: 3365.015625
	Iteration 6F: 3 clusters Score -3980165 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3982285.500000 Penalty: 3365.015625
	Iteration 7F: 3 clusters Score -3982286 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3984194.500000 Penalty: 3365.015625
	Iteration 8F: 3 clusters Score -3984194 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3985465.000000 Penalty: 3365.015625
	Iteration 9Q: 3 clusters Score -3985465 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3986232.750000 Penalty: 3365.015625
	Iteration 10Q: 3 clusters Score -3986233 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3986642.000000 Penalty: 3365.015625
	Iteration 11Q: 3 clusters Score -3986642 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3986833.000000 Penalty: 3365.015625
	Iteration 12Q: 3 clusters Score -3986833 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3986939.250000 Penalty: 3365.015625
	Iteration 13Q: 3 clusters Score -3986939 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3987015.750000 Penalty: 3365.015625
	Iteration 14Q: 3 clusters Score -3987016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3987042.500000 Penalty: 3365.015625
	Iteration 15Q: 3 clusters Score -3987042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3987077.500000 Penalty: 3365.015625
	Iteration 16Q: 3 clusters Score -3987078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3987089.250000 Penalty: 3365.015625
	Iteration 17Q: 3 clusters Score -3987089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3987105.500000 Penalty: 3365.015625
	Iteration 18Q: 3 clusters Score -3987106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3987115.250000 Penalty: 3365.015625
	Iteration 19Q: 3 clusters Score -3987115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3987120.750000 Penalty: 3365.015625
	Iteration 20F: 3 clusters Score -3987121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3987123.750000 Penalty: 3365.015625
	Iteration 21Q: 3 clusters Score -3987124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3987125.250000 Penalty: 3365.015625
	Iteration 22Q: 3 clusters Score -3987125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3987125.250000 Penalty: 3365.015625
	Iteration 23Q: 3 clusters Score -3987125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3987136.250000 Penalty: 3365.015625
	Iteration 24Q: 3 clusters Score -3987136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3987138.750000 Penalty: 3365.015625
	Iteration 25Q: 3 clusters Score -3987139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3987139.000000 Penalty: 3365.015625
	Iteration 26Q: 3 clusters Score -3987139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3987140.500000 Penalty: 3365.015625
	Iteration 27Q: 3 clusters Score -3987140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3987140.500000 Penalty: 3365.015625
	Iteration 28F: 3 clusters Score -3987140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -784518.750000 Penalty: 1419.496704
	Iteration 0F: 2 clusters Score -784518.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -779714.312500 Penalty: 2838.993408
	Iteration 0F: 3 clusters Score -779714.3 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -781066.937500 Penalty: 2838.993408
	Iteration 1F: 3 clusters Score -781066.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -781276.937500 Penalty: 2838.993408
	Iteration 2F: 3 clusters Score -781276.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -781463.062500 Penalty: 2838.993408
	Iteration 3F: 3 clusters Score -781463.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -781605.500000 Penalty: 2838.993408
	Iteration 4Q: 3 clusters Score -781605.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -781737.625000 Penalty: 2838.993408
	Iteration 5Q: 3 clusters Score -781737.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -781884.375000 Penalty: 2838.993408
	Iteration 6Q: 3 clusters Score -781884.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -782060.812500 Penalty: 2838.993408
	Iteration 7Q: 3 clusters Score -782060.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -782263.937500 Penalty: 2838.993408
	Iteration 8Q: 3 clusters Score -782263.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -782461.375000 Penalty: 2838.993408
	Iteration 9Q: 3 clusters Score -782461.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -782641.187500 Penalty: 2838.993408
	Iteration 10Q: 3 clusters Score -782641.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -782761.500000 Penalty: 2838.993408
	Iteration 11Q: 3 clusters Score -782761.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -782827.812500 Penalty: 2838.993408
	Iteration 12Q: 3 clusters Score -782827.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -782870.687500 Penalty: 2838.993408
	Iteration 13Q: 3 clusters Score -782870.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -782907.125000 Penalty: 2838.993408
	Iteration 14Q: 3 clusters Score -782907.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -782935.937500 Penalty: 2838.993408
	Iteration 15Q: 3 clusters Score -782935.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -782954.812500 Penalty: 2838.993408
	Iteration 16Q: 3 clusters Score -782954.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -782967.125000 Penalty: 2838.993408
	Iteration 17Q: 3 clusters Score -782967.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -782975.937500 Penalty: 2838.993408
	Iteration 18Q: 3 clusters Score -782975.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -782984.437500 Penalty: 2838.993408
	Iteration 19Q: 3 clusters Score -782984.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -782989.312500 Penalty: 2838.993408
	Iteration 20F: 3 clusters Score -782989.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -782997.687500 Penalty: 2838.993408
	Iteration 21Q: 3 clusters Score -782997.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -783008.625000 Penalty: 2838.993408
	Iteration 22Q: 3 clusters Score -783008.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -783018.125000 Penalty: 2838.993408
	Iteration 23Q: 3 clusters Score -783018.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -783025.875000 Penalty: 2838.993408
	Iteration 24Q: 3 clusters Score -783025.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -783029.812500 Penalty: 2838.993408
	Iteration 25Q: 3 clusters Score -783029.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -783042.687500 Penalty: 2838.993408
	Iteration 26Q: 3 clusters Score -783042.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -783051.500000 Penalty: 2838.993408
	Iteration 27Q: 3 clusters Score -783051.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -783063.062500 Penalty: 2838.993408
	Iteration 28Q: 3 clusters Score -783063.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -783073.875000 Penalty: 2838.993408
	Iteration 29Q: 3 clusters Score -783073.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -783081.187500 Penalty: 2838.993408
	Iteration 30Q: 3 clusters Score -783081.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -783089.937500 Penalty: 2838.993408
	Iteration 31Q: 3 clusters Score -783089.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -783102.500000 Penalty: 2838.993408
	Iteration 32Q: 3 clusters Score -783102.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -783117.562500 Penalty: 2838.993408
	Iteration 33Q: 3 clusters Score -783117.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -783125.812500 Penalty: 2838.993408
	Iteration 34Q: 3 clusters Score -783125.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -783136.750000 Penalty: 2838.993408
	Iteration 35Q: 3 clusters Score -783136.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -783143.000000 Penalty: 2838.993408
	Iteration 36Q: 3 clusters Score -783143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -783145.250000 Penalty: 2838.993408
	Iteration 37Q: 3 clusters Score -783145.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -783147.687500 Penalty: 2838.993408
	Iteration 38Q: 3 clusters Score -783147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -783150.937500 Penalty: 2838.993408
	Iteration 39Q: 3 clusters Score -783150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -783153.062500 Penalty: 2838.993408
	Iteration 40F: 3 clusters Score -783153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -783154.687500 Penalty: 2838.993408
	Iteration 41Q: 3 clusters Score -783154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -783154.875000 Penalty: 2838.993408
	Iteration 42Q: 3 clusters Score -783154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -783156.500000 Penalty: 2838.993408
	Iteration 43Q: 3 clusters Score -783156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -783155.500000 Penalty: 2838.993408
	Iteration 44Q: 3 clusters Score -783155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -783156.250000 Penalty: 2838.993408
	Iteration 45Q: 3 clusters Score -783156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -783156.937500 Penalty: 2838.993408
	Iteration 46Q: 3 clusters Score -783156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -783156.937500 Penalty: 2838.993408
	Iteration 47F: 3 clusters Score -783156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -613824.250000 Penalty: 1375.331909
	Iteration 0F: 2 clusters Score -613824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -609985.062500 Penalty: 2750.663818
	Iteration 0F: 3 clusters Score -609985.1 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -610980.000000 Penalty: 2750.663818
	Iteration 1F: 3 clusters Score -610980 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -611132.000000 Penalty: 2750.663818
	Iteration 2F: 3 clusters Score -611132 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -611224.125000 Penalty: 2750.663818
	Iteration 3Q: 3 clusters Score -611224.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -611297.250000 Penalty: 2750.663818
	Iteration 4Q: 3 clusters Score -611297.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -611362.125000 Penalty: 2750.663818
	Iteration 5Q: 3 clusters Score -611362.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -611407.937500 Penalty: 2750.663818
	Iteration 6Q: 3 clusters Score -611407.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -611444.562500 Penalty: 2750.663818
	Iteration 7Q: 3 clusters Score -611444.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -611476.750000 Penalty: 2750.663818
	Iteration 8Q: 3 clusters Score -611476.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -611519.125000 Penalty: 2750.663818
	Iteration 9Q: 3 clusters Score -611519.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -611577.625000 Penalty: 2750.663818
	Iteration 10Q: 3 clusters Score -611577.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -611639.812500 Penalty: 2750.663818
	Iteration 11Q: 3 clusters Score -611639.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -611693.812500 Penalty: 2750.663818
	Iteration 12Q: 3 clusters Score -611693.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -611746.187500 Penalty: 2750.663818
	Iteration 13Q: 3 clusters Score -611746.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -611810.187500 Penalty: 2750.663818
	Iteration 14Q: 3 clusters Score -611810.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -611885.687500 Penalty: 2750.663818
	Iteration 15Q: 3 clusters Score -611885.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -611969.437500 Penalty: 2750.663818
	Iteration 16Q: 3 clusters Score -611969.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -612074.562500 Penalty: 2750.663818
	Iteration 17Q: 3 clusters Score -612074.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -612184.187500 Penalty: 2750.663818
	Iteration 18Q: 3 clusters Score -612184.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -612272.687500 Penalty: 2750.663818
	Iteration 19Q: 3 clusters Score -612272.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -612346.812500 Penalty: 2750.663818
	Iteration 20F: 3 clusters Score -612346.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -612409.250000 Penalty: 2750.663818
	Iteration 21Q: 3 clusters Score -612409.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -612462.500000 Penalty: 2750.663818
	Iteration 22Q: 3 clusters Score -612462.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -612524.687500 Penalty: 2750.663818
	Iteration 23Q: 3 clusters Score -612524.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -612576.812500 Penalty: 2750.663818
	Iteration 24Q: 3 clusters Score -612576.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -612609.000000 Penalty: 2750.663818
	Iteration 25Q: 3 clusters Score -612609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -612629.250000 Penalty: 2750.663818
	Iteration 26Q: 3 clusters Score -612629.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -612640.375000 Penalty: 2750.663818
	Iteration 27Q: 3 clusters Score -612640.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -612648.125000 Penalty: 2750.663818
	Iteration 28Q: 3 clusters Score -612648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -612659.750000 Penalty: 2750.663818
	Iteration 29Q: 3 clusters Score -612659.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -612669.125000 Penalty: 2750.663818
	Iteration 30Q: 3 clusters Score -612669.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -612674.937500 Penalty: 2750.663818
	Iteration 31Q: 3 clusters Score -612674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -612679.437500 Penalty: 2750.663818
	Iteration 32Q: 3 clusters Score -612679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -612682.937500 Penalty: 2750.663818
	Iteration 33Q: 3 clusters Score -612682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -612683.250000 Penalty: 2750.663818
	Iteration 34Q: 3 clusters Score -612683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -612682.437500 Penalty: 2750.663818
	Iteration 35Q: 3 clusters Score -612682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -612682.437500 Penalty: 2750.663818
	Iteration 36F: 3 clusters Score -612682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Entering Unmasked Estep 
Score: -2963024.750000 Penalty: 1632.416138
	Iteration 0F: 2 clusters Score -2963025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2947552.250000 Penalty: 3264.832275
	Iteration 0F: 3 clusters Score -2947552 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2953563.250000 Penalty: 3264.832275
	Iteration 1F: 3 clusters Score -2953563 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2954121.750000 Penalty: 3264.832275
	Iteration 2F: 3 clusters Score -2954122 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2954673.000000 Penalty: 3264.832275
	Iteration 3F: 3 clusters Score -2954673 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2955339.000000 Penalty: 3264.832275
	Iteration 4F: 3 clusters Score -2955339 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2956150.750000 Penalty: 3264.832275
	Iteration 5F: 3 clusters Score -2956151 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2957128.500000 Penalty: 3264.832275
	Iteration 6F: 3 clusters Score -2957128 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2958144.750000 Penalty: 3264.832275
	Iteration 7F: 3 clusters Score -2958145 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2958920.250000 Penalty: 3264.832275
	Iteration 8Q: 3 clusters Score -2958920 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2959463.750000 Penalty: 3264.832275
	Iteration 9Q: 3 clusters Score -2959464 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2959796.250000 Penalty: 3264.832275
	Iteration 10Q: 3 clusters Score -2959796 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2960022.250000 Penalty: 3264.832275
	Iteration 11Q: 3 clusters Score -2960022 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2960231.500000 Penalty: 3264.832275
	Iteration 12Q: 3 clusters Score -2960232 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2960415.000000 Penalty: 3264.832275
	Iteration 13Q: 3 clusters Score -2960415 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2960592.000000 Penalty: 3264.832275
	Iteration 14Q: 3 clusters Score -2960592 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2960765.750000 Penalty: 3264.832275
	Iteration 15Q: 3 clusters Score -2960766 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2960890.250000 Penalty: 3264.832275
	Iteration 16Q: 3 clusters Score -2960890 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2961024.750000 Penalty: 3264.832275
	Iteration 17Q: 3 clusters Score -2961025 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2961132.500000 Penalty: 3264.832275
	Iteration 18Q: 3 clusters Score -2961132 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2961231.250000 Penalty: 3264.832275
	Iteration 19Q: 3 clusters Score -2961231 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2961303.750000 Penalty: 3264.832275
	Iteration 20F: 3 clusters Score -2961304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2961348.500000 Penalty: 3264.832275
	Iteration 21Q: 3 clusters Score -2961348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2961394.250000 Penalty: 3264.832275
	Iteration 22Q: 3 clusters Score -2961394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2961432.500000 Penalty: 3264.832275
	Iteration 23Q: 3 clusters Score -2961432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2961476.000000 Penalty: 3264.832275
	Iteration 24Q: 3 clusters Score -2961476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2961516.250000 Penalty: 3264.832275
	Iteration 25Q: 3 clusters Score -2961516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2961535.500000 Penalty: 3264.832275
	Iteration 26Q: 3 clusters Score -2961536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2961557.250000 Penalty: 3264.832275
	Iteration 27Q: 3 clusters Score -2961557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2961590.500000 Penalty: 3264.832275
	Iteration 28Q: 3 clusters Score -2961590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2961597.250000 Penalty: 3264.832275
	Iteration 29Q: 3 clusters Score -2961597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2961617.250000 Penalty: 3264.832275
	Iteration 30Q: 3 clusters Score -2961617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2961631.250000 Penalty: 3264.832275
	Iteration 31Q: 3 clusters Score -2961631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2961646.250000 Penalty: 3264.832275
	Iteration 32Q: 3 clusters Score -2961646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2961660.500000 Penalty: 3264.832275
	Iteration 33Q: 3 clusters Score -2961660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2961680.500000 Penalty: 3264.832275
	Iteration 34Q: 3 clusters Score -2961680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2961695.250000 Penalty: 3264.832275
	Iteration 35Q: 3 clusters Score -2961695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2961712.750000 Penalty: 3264.832275
	Iteration 36Q: 3 clusters Score -2961713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2961721.750000 Penalty: 3264.832275
	Iteration 37Q: 3 clusters Score -2961722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2961729.500000 Penalty: 3264.832275
	Iteration 38Q: 3 clusters Score -2961730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2961738.000000 Penalty: 3264.832275
	Iteration 39Q: 3 clusters Score -2961738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2961745.250000 Penalty: 3264.832275
	Iteration 40F: 3 clusters Score -2961745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2961747.000000 Penalty: 3264.832275
	Iteration 41Q: 3 clusters Score -2961747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2961762.500000 Penalty: 3264.832275
	Iteration 42Q: 3 clusters Score -2961762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2961763.000000 Penalty: 3264.832275
	Iteration 43Q: 3 clusters Score -2961763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2961765.000000 Penalty: 3264.832275
	Iteration 44Q: 3 clusters Score -2961765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2961767.500000 Penalty: 3264.832275
	Iteration 45Q: 3 clusters Score -2961768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2961770.000000 Penalty: 3264.832275
	Iteration 46Q: 3 clusters Score -2961770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2961769.500000 Penalty: 3264.832275
	Iteration 47Q: 3 clusters Score -2961770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2961769.500000 Penalty: 3264.832275
	Iteration 48F: 3 clusters Score -2961770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Entering Unmasked Estep 
Score: -8040343.500000 Penalty: 1794.835815
	Iteration 0F: 2 clusters Score -8040344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -7999791.500000 Penalty: 3589.671631
	Iteration 0F: 3 clusters Score -7999792 nChanged 29737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -8016486.000000 Penalty: 3589.671631
	Iteration 1F: 3 clusters Score -8016486 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -8016815.500000 Penalty: 3589.671631
	Iteration 2Q: 3 clusters Score -8016816 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -8017227.500000 Penalty: 3589.671631
	Iteration 3Q: 3 clusters Score -8017228 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -8017525.500000 Penalty: 3589.671631
	Iteration 4Q: 3 clusters Score -8017526 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -8017956.000000 Penalty: 3589.671631
	Iteration 5Q: 3 clusters Score -8017956 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -8018452.000000 Penalty: 3589.671631
	Iteration 6Q: 3 clusters Score -8018452 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -8019075.000000 Penalty: 3589.671631
	Iteration 7Q: 3 clusters Score -8019075 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -8020013.000000 Penalty: 3589.671631
	Iteration 8Q: 3 clusters Score -8020013 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -8021467.000000 Penalty: 3589.671631
	Iteration 9Q: 3 clusters Score -8021467 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8023748.000000 Penalty: 3589.671631
	Iteration 10F: 3 clusters Score -8023748 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -8026451.500000 Penalty: 3589.671631
	Iteration 11F: 3 clusters Score -8026452 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -8029032.500000 Penalty: 3589.671631
	Iteration 12F: 3 clusters Score -8029032 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -8030640.500000 Penalty: 3589.671631
	Iteration 13Q: 3 clusters Score -8030640 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -8031452.000000 Penalty: 3589.671631
	Iteration 14Q: 3 clusters Score -8031452 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -8031988.500000 Penalty: 3589.671631
	Iteration 15Q: 3 clusters Score -8031988 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -8032362.500000 Penalty: 3589.671631
	Iteration 16Q: 3 clusters Score -8032362 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -8032749.000000 Penalty: 3589.671631
	Iteration 17Q: 3 clusters Score -8032749 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -8033191.000000 Penalty: 3589.671631
	Iteration 18Q: 3 clusters Score -8033191 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -8033629.500000 Penalty: 3589.671631
	Iteration 19Q: 3 clusters Score -8033630 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -8034111.500000 Penalty: 3589.671631
	Iteration 20F: 3 clusters Score -8034112 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -8034575.500000 Penalty: 3589.671631
	Iteration 21Q: 3 clusters Score -8034576 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -8035062.500000 Penalty: 3589.671631
	Iteration 22Q: 3 clusters Score -8035062 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -8035541.500000 Penalty: 3589.671631
	Iteration 23Q: 3 clusters Score -8035542 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -8035954.000000 Penalty: 3589.671631
	Iteration 24Q: 3 clusters Score -8035954 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -8036380.000000 Penalty: 3589.671631
	Iteration 25Q: 3 clusters Score -8036380 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -8036739.500000 Penalty: 3589.671631
	Iteration 26Q: 3 clusters Score -8036740 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -8037105.000000 Penalty: 3589.671631
	Iteration 27Q: 3 clusters Score -8037105 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8037431.000000 Penalty: 3589.671631
	Iteration 28Q: 3 clusters Score -8037431 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8037747.500000 Penalty: 3589.671631
	Iteration 29Q: 3 clusters Score -8037748 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8038016.500000 Penalty: 3589.671631
	Iteration 30Q: 3 clusters Score -8038016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8038216.000000 Penalty: 3589.671631
	Iteration 31Q: 3 clusters Score -8038216 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8038353.000000 Penalty: 3589.671631
	Iteration 32Q: 3 clusters Score -8038353 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8038457.500000 Penalty: 3589.671631
	Iteration 33Q: 3 clusters Score -8038458 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8038527.000000 Penalty: 3589.671631
	Iteration 34Q: 3 clusters Score -8038527 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8038597.500000 Penalty: 3589.671631
	Iteration 35Q: 3 clusters Score -8038598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8038645.500000 Penalty: 3589.671631
	Iteration 36Q: 3 clusters Score -8038646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8038663.500000 Penalty: 3589.671631
	Iteration 37Q: 3 clusters Score -8038664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8038697.000000 Penalty: 3589.671631
	Iteration 38Q: 3 clusters Score -8038697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8038719.000000 Penalty: 3589.671631
	Iteration 39Q: 3 clusters Score -8038719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8038733.500000 Penalty: 3589.671631
	Iteration 40F: 3 clusters Score -8038734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8038752.000000 Penalty: 3589.671631
	Iteration 41Q: 3 clusters Score -8038752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8038770.000000 Penalty: 3589.671631
	Iteration 42Q: 3 clusters Score -8038770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8038788.500000 Penalty: 3589.671631
	Iteration 43Q: 3 clusters Score -8038788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8038788.500000 Penalty: 3589.671631
	Iteration 44Q: 3 clusters Score -8038788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8038794.000000 Penalty: 3589.671631
	Iteration 45Q: 3 clusters Score -8038794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8038800.000000 Penalty: 3589.671631
	Iteration 46Q: 3 clusters Score -8038800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8038818.000000 Penalty: 3589.671631
	Iteration 47Q: 3 clusters Score -8038818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8038820.000000 Penalty: 3589.671631
	Iteration 48Q: 3 clusters Score -8038820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8038823.500000 Penalty: 3589.671631
	Iteration 49Q: 3 clusters Score -8038824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8038823.500000 Penalty: 3589.671631
	Iteration 50F: 3 clusters Score -8038824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Entering Unmasked Estep 
Score: -10374878.000000 Penalty: 1836.588135
	Iteration 0F: 2 clusters Score -1.037488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -10324580.000000 Penalty: 3673.176270
	Iteration 0F: 3 clusters Score -1.032458e+07 nChanged 38745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -10347466.000000 Penalty: 3673.176270
	Iteration 1F: 3 clusters Score -1.034747e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -10348052.000000 Penalty: 3673.176270
	Iteration 2Q: 3 clusters Score -1.034805e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -10348591.000000 Penalty: 3673.176270
	Iteration 3Q: 3 clusters Score -1.034859e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -10349229.000000 Penalty: 3673.176270
	Iteration 4Q: 3 clusters Score -1.034923e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -10350037.000000 Penalty: 3673.176270
	Iteration 5Q: 3 clusters Score -1.035004e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -10351242.000000 Penalty: 3673.176270
	Iteration 6Q: 3 clusters Score -1.035124e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -10353147.000000 Penalty: 3673.176270
	Iteration 7F: 3 clusters Score -1.035315e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -10355909.000000 Penalty: 3673.176270
	Iteration 8F: 3 clusters Score -1.035591e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -10359731.000000 Penalty: 3673.176270
	Iteration 9F: 3 clusters Score -1.035973e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -10364679.000000 Penalty: 3673.176270
	Iteration 10F: 3 clusters Score -1.036468e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -10369458.000000 Penalty: 3673.176270
	Iteration 11F: 3 clusters Score -1.036946e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -10371891.000000 Penalty: 3673.176270
	Iteration 12Q: 3 clusters Score -1.037189e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -10372728.000000 Penalty: 3673.176270
	Iteration 13Q: 3 clusters Score -1.037273e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -10373012.000000 Penalty: 3673.176270
	Iteration 14Q: 3 clusters Score -1.037301e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -10373129.000000 Penalty: 3673.176270
	Iteration 15Q: 3 clusters Score -1.037313e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -10373205.000000 Penalty: 3673.176270
	Iteration 16Q: 3 clusters Score -1.03732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -10373234.000000 Penalty: 3673.176270
	Iteration 17Q: 3 clusters Score -1.037323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -10373250.000000 Penalty: 3673.176270
	Iteration 18Q: 3 clusters Score -1.037325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -10373267.000000 Penalty: 3673.176270
	Iteration 19Q: 3 clusters Score -1.037327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -10373272.000000 Penalty: 3673.176270
	Iteration 20F: 3 clusters Score -1.037327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -10373283.000000 Penalty: 3673.176270
	Iteration 21Q: 3 clusters Score -1.037328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -10373288.000000 Penalty: 3673.176270
	Iteration 22Q: 3 clusters Score -1.037329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -10373292.000000 Penalty: 3673.176270
	Iteration 23Q: 3 clusters Score -1.037329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -10373299.000000 Penalty: 3673.176270
	Iteration 24Q: 3 clusters Score -1.03733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -10373303.000000 Penalty: 3673.176270
	Iteration 25Q: 3 clusters Score -1.03733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -10373303.000000 Penalty: 3673.176270
	Iteration 26F: 3 clusters Score -1.03733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Entering Unmasked Estep 
Score: -7089977.500000 Penalty: 1774.044189
	Iteration 0F: 2 clusters Score -7089978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -7054271.000000 Penalty: 3548.088379
	Iteration 0F: 3 clusters Score -7054271 nChanged 25761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -7068577.000000 Penalty: 3548.088379
	Iteration 1F: 3 clusters Score -7068577 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -7069219.000000 Penalty: 3548.088379
	Iteration 2Q: 3 clusters Score -7069219 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -7070073.000000 Penalty: 3548.088379
	Iteration 3Q: 3 clusters Score -7070073 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -7071275.000000 Penalty: 3548.088379
	Iteration 4Q: 3 clusters Score -7071275 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -7073006.000000 Penalty: 3548.088379
	Iteration 5F: 3 clusters Score -7073006 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -7075445.000000 Penalty: 3548.088379
	Iteration 6F: 3 clusters Score -7075445 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -7078126.000000 Penalty: 3548.088379
	Iteration 7F: 3 clusters Score -7078126 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -7080329.000000 Penalty: 3548.088379
	Iteration 8F: 3 clusters Score -7080329 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -7081696.000000 Penalty: 3548.088379
	Iteration 9Q: 3 clusters Score -7081696 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -7082398.000000 Penalty: 3548.088379
	Iteration 10Q: 3 clusters Score -7082398 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -7082846.500000 Penalty: 3548.088379
	Iteration 11Q: 3 clusters Score -7082846 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -7083182.000000 Penalty: 3548.088379
	Iteration 12Q: 3 clusters Score -7083182 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -7083519.500000 Penalty: 3548.088379
	Iteration 13Q: 3 clusters Score -7083520 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -7083841.000000 Penalty: 3548.088379
	Iteration 14Q: 3 clusters Score -7083841 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -7084151.500000 Penalty: 3548.088379
	Iteration 15Q: 3 clusters Score -7084152 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -7084570.500000 Penalty: 3548.088379
	Iteration 16Q: 3 clusters Score -7084570 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -7085144.500000 Penalty: 3548.088379
	Iteration 17Q: 3 clusters Score -7085144 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -7085830.000000 Penalty: 3548.088379
	Iteration 18Q: 3 clusters Score -7085830 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -7086556.000000 Penalty: 3548.088379
	Iteration 19Q: 3 clusters Score -7086556 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -7087227.500000 Penalty: 3548.088379
	Iteration 20F: 3 clusters Score -7087228 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7087740.500000 Penalty: 3548.088379
	Iteration 21Q: 3 clusters Score -7087740 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -7088043.000000 Penalty: 3548.088379
	Iteration 22Q: 3 clusters Score -7088043 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -7088236.500000 Penalty: 3548.088379
	Iteration 23Q: 3 clusters Score -7088236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -7088344.000000 Penalty: 3548.088379
	Iteration 24Q: 3 clusters Score -7088344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -7088396.000000 Penalty: 3548.088379
	Iteration 25Q: 3 clusters Score -7088396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -7088440.500000 Penalty: 3548.088379
	Iteration 26Q: 3 clusters Score -7088440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -7088470.000000 Penalty: 3548.088379
	Iteration 27Q: 3 clusters Score -7088470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -7088484.000000 Penalty: 3548.088379
	Iteration 28Q: 3 clusters Score -7088484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -7088496.000000 Penalty: 3548.088379
	Iteration 29Q: 3 clusters Score -7088496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7088496.000000 Penalty: 3548.088379
	Iteration 30Q: 3 clusters Score -7088496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -7088507.500000 Penalty: 3548.088379
	Iteration 31Q: 3 clusters Score -7088508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -7088501.500000 Penalty: 3548.088379
	Iteration 32Q: 3 clusters Score -7088502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -7088512.500000 Penalty: 3548.088379
	Iteration 33Q: 3 clusters Score -7088512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7088516.000000 Penalty: 3548.088379
	Iteration 34Q: 3 clusters Score -7088516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7088517.500000 Penalty: 3548.088379
	Iteration 35Q: 3 clusters Score -7088518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -7088520.500000 Penalty: 3548.088379
	Iteration 36Q: 3 clusters Score -7088520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -7088526.000000 Penalty: 3548.088379
	Iteration 37Q: 3 clusters Score -7088526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -7088526.000000 Penalty: 3548.088379
	Iteration 38F: 3 clusters Score -7088526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -207152.625000 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -207152.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -205294.625000 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -205294.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -205651.687500 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -205651.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -205747.265625 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -205747.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -205808.968750 Penalty: 2402.009521
	Iteration 3Q: 3 clusters Score -205809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -205851.859375 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -205851.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -205873.578125 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -205873.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -205888.781250 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -205888.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -205908.406250 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -205908.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -205915.953125 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -205916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -205925.312500 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -205925.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -205931.375000 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -205931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -205938.593750 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -205938.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -205946.187500 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -205946.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -205952.640625 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -205952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -205955.000000 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -205955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -205957.656250 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -205957.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -205960.687500 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -205960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -205961.296875 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -205961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -205962.062500 Penalty: 2402.009521
	Iteration 18Q: 3 clusters Score -205962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -205964.109375 Penalty: 2402.009521
	Iteration 19Q: 3 clusters Score -205964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -205968.734375 Penalty: 2402.009521
	Iteration 20F: 3 clusters Score -205968.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -205972.421875 Penalty: 2402.009521
	Iteration 21Q: 3 clusters Score -205972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -205978.078125 Penalty: 2402.009521
	Iteration 22Q: 3 clusters Score -205978.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -205988.906250 Penalty: 2402.009521
	Iteration 23Q: 3 clusters Score -205988.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -205996.484375 Penalty: 2402.009521
	Iteration 24Q: 3 clusters Score -205996.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -206005.890625 Penalty: 2402.009521
	Iteration 25Q: 3 clusters Score -206005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -206014.468750 Penalty: 2402.009521
	Iteration 26Q: 3 clusters Score -206014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -206019.500000 Penalty: 2402.009521
	Iteration 27Q: 3 clusters Score -206019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -206022.421875 Penalty: 2402.009521
	Iteration 28Q: 3 clusters Score -206022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -206023.437500 Penalty: 2402.009521
	Iteration 29Q: 3 clusters Score -206023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -206024.625000 Penalty: 2402.009521
	Iteration 30Q: 3 clusters Score -206024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -206026.531250 Penalty: 2402.009521
	Iteration 31Q: 3 clusters Score -206026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -206028.281250 Penalty: 2402.009521
	Iteration 32Q: 3 clusters Score -206028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -206029.843750 Penalty: 2402.009521
	Iteration 33Q: 3 clusters Score -206029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -206030.625000 Penalty: 2402.009521
	Iteration 34Q: 3 clusters Score -206030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -206030.625000 Penalty: 2402.009521
	Iteration 35F: 3 clusters Score -206030.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Entering Unmasked Estep 
Score: -1862334.500000 Penalty: 1557.763916
	Iteration 0F: 2 clusters Score -1862334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1852166.750000 Penalty: 3115.527832
	Iteration 0F: 3 clusters Score -1852167 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1855687.375000 Penalty: 3115.527832
	Iteration 1F: 3 clusters Score -1855687 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1855929.750000 Penalty: 3115.527832
	Iteration 2F: 3 clusters Score -1855930 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1856116.875000 Penalty: 3115.527832
	Iteration 3Q: 3 clusters Score -1856117 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1856278.625000 Penalty: 3115.527832
	Iteration 4Q: 3 clusters Score -1856279 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1856476.250000 Penalty: 3115.527832
	Iteration 5Q: 3 clusters Score -1856476 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1856700.250000 Penalty: 3115.527832
	Iteration 6Q: 3 clusters Score -1856700 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1857044.750000 Penalty: 3115.527832
	Iteration 7Q: 3 clusters Score -1857045 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1857548.500000 Penalty: 3115.527832
	Iteration 8F: 3 clusters Score -1857548 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1858244.875000 Penalty: 3115.527832
	Iteration 9F: 3 clusters Score -1858245 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1859054.375000 Penalty: 3115.527832
	Iteration 10F: 3 clusters Score -1859054 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1859839.000000 Penalty: 3115.527832
	Iteration 11F: 3 clusters Score -1859839 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1860390.000000 Penalty: 3115.527832
	Iteration 12Q: 3 clusters Score -1860390 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1860679.875000 Penalty: 3115.527832
	Iteration 13Q: 3 clusters Score -1860680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1860820.000000 Penalty: 3115.527832
	Iteration 14Q: 3 clusters Score -1860820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1860882.875000 Penalty: 3115.527832
	Iteration 15Q: 3 clusters Score -1860883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1860932.500000 Penalty: 3115.527832
	Iteration 16Q: 3 clusters Score -1860932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1860957.375000 Penalty: 3115.527832
	Iteration 17Q: 3 clusters Score -1860957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1860965.000000 Penalty: 3115.527832
	Iteration 18Q: 3 clusters Score -1860965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1860966.875000 Penalty: 3115.527832
	Iteration 19Q: 3 clusters Score -1860967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1860971.375000 Penalty: 3115.527832
	Iteration 20F: 3 clusters Score -1860971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1860974.625000 Penalty: 3115.527832
	Iteration 21Q: 3 clusters Score -1860975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1860974.750000 Penalty: 3115.527832
	Iteration 22Q: 3 clusters Score -1860975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1860977.625000 Penalty: 3115.527832
	Iteration 23Q: 3 clusters Score -1860978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1860981.750000 Penalty: 3115.527832
	Iteration 24Q: 3 clusters Score -1860982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1860983.125000 Penalty: 3115.527832
	Iteration 25Q: 3 clusters Score -1860983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1860984.875000 Penalty: 3115.527832
	Iteration 26Q: 3 clusters Score -1860985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1860985.375000 Penalty: 3115.527832
	Iteration 27Q: 3 clusters Score -1860985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1860985.375000 Penalty: 3115.527832
	Iteration 28F: 3 clusters Score -1860985 nChanged 0
--- Evaluating fit on full set of 1577819 points ---
Entering Unmasked Estep 
Score: -198131216.000000 Penalty: 41744.296875
20->19 Clusters: Score -198131216.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 525939 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 26212 members 
Mstep: Class 3 contains 26430 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 26101 members 
Mstep: Class 6 contains 26203 members 
Mstep: Class 7 contains 26814 members 
Mstep: Class 8 contains 26229 members 
Mstep: Class 9 contains 26113 members 
Mstep: Class 10 contains 26181 members 
Mstep: Class 11 contains 26262 members 
Mstep: Class 12 contains 26268 members 
Mstep: Class 13 contains 26360 members 
Mstep: Class 14 contains 26415 members 
Mstep: Class 15 contains 26542 members 
Mstep: Class 16 contains 26530 members 
Mstep: Class 17 contains 26195 members 
Mstep: Class 18 contains 26138 members 
Mstep: Class 19 contains 26319 members 
Mstep: Class 20 contains 26350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1841.461792 but Gain 2140.601562
Score: -64115936.000000 Penalty: 40671.453125
Iteration 0F: 20 clusters Score -6.411594e+07 nChanged 498485
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 8582 members 
Mstep: Class 3 contains 13347 members 
Mstep: Class 4 contains 44115 members 
Mstep: Class 5 contains 70826 members 
Mstep: Class 6 contains 24080 members 
Mstep: Class 7 contains 36152 members 
Mstep: Class 8 contains 44197 members 
Mstep: Class 9 contains 11339 members 
Mstep: Class 10 contains 29877 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 13 contains 28730 members 
Mstep: Class 14 contains 11217 members 
Mstep: Class 15 contains 20956 members 
Mstep: Class 16 contains 21345 members 
Mstep: Class 17 contains 10747 members 
Mstep: Class 18 contains 8598 members 
Mstep: Class 19 contains 18456 members 
Mstep: Class 20 contains 6837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65075892.000000 Penalty: 40671.453125
Iteration 1F: 20 clusters Score -6.507589e+07 nChanged 157590
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 143216 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 10168 members 
Mstep: Class 4 contains 45844 members 
Mstep: Class 5 contains 86393 members 
Mstep: Class 6 contains 17042 members 
Mstep: Class 7 contains 31757 members 
Mstep: Class 8 contains 45614 members 
Mstep: Class 9 contains 6214 members 
Mstep: Class 10 contains 25209 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 13 contains 24926 members 
Mstep: Class 14 contains 6756 members 
Mstep: Class 15 contains 14814 members 
Mstep: Class 16 contains 16604 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 18 contains 9170 members 
Mstep: Class 19 contains 14914 members 
Mstep: Class 20 contains 5453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65183816.000000 Penalty: 40671.453125
Iteration 2F: 20 clusters Score -6.518382e+07 nChanged 116610
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 148848 members 
Mstep: Class 2 contains 9017 members 
Mstep: Class 3 contains 10010 members 
Mstep: Class 4 contains 47272 members 
Mstep: Class 5 contains 104549 members 
Mstep: Class 6 contains 15053 members 
Mstep: Class 7 contains 28207 members 
Mstep: Class 8 contains 46202 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 22357 members 
Mstep: Class 11 contains 5673 members 
Mstep: Class 13 contains 23679 members 
Mstep: Class 14 contains 3838 members 
Mstep: Class 15 contains 10851 members 
Mstep: Class 16 contains 12838 members 
Mstep: Class 17 contains 7104 members 
Mstep: Class 18 contains 8839 members 
Mstep: Class 19 contains 12959 members 
Mstep: Class 20 contains 4860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65243968.000000 Penalty: 40671.453125
Iteration 3F: 20 clusters Score -6.524397e+07 nChanged 98510
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 133171 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 10560 members 
Mstep: Class 4 contains 51373 members 
Mstep: Class 5 contains 122244 members 
Mstep: Class 6 contains 15649 members 
Mstep: Class 7 contains 25962 members 
Mstep: Class 8 contains 48394 members 
Mstep: Class 9 contains 2336 members 
Mstep: Class 10 contains 21339 members 
Mstep: Class 11 contains 5260 members 
Mstep: Class 13 contains 25524 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 8793 members 
Mstep: Class 16 contains 10731 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 7878 members 
Mstep: Class 19 contains 12540 members 
Mstep: Class 20 contains 4542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1827.815430 but Gain 2140.601562
Score: -65301884.000000 Penalty: 38530.851562
Iteration 4F: 19 clusters Score -6.530188e+07 nChanged 84545
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 122050 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 10754 members 
Mstep: Class 4 contains 59306 members 
Mstep: Class 5 contains 125324 members 
Mstep: Class 6 contains 16702 members 
Mstep: Class 7 contains 24338 members 
Mstep: Class 8 contains 51141 members 
Mstep: Class 10 contains 20730 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 13 contains 28417 members 
Mstep: Class 14 contains 1774 members 
Mstep: Class 15 contains 7347 members 
Mstep: Class 16 contains 9939 members 
Mstep: Class 17 contains 6530 members 
Mstep: Class 18 contains 7302 members 
Mstep: Class 19 contains 12770 members 
Mstep: Class 20 contains 4739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65352900.000000 Penalty: 38530.851562
Iteration 5F: 19 clusters Score -6.53529e+07 nChanged 70946
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 113442 members 
Mstep: Class 2 contains 12925 members 
Mstep: Class 3 contains 10357 members 
Mstep: Class 4 contains 70530 members 
Mstep: Class 5 contains 120036 members 
Mstep: Class 6 contains 17101 members 
Mstep: Class 7 contains 22815 members 
Mstep: Class 8 contains 54536 members 
Mstep: Class 10 contains 20107 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 13 contains 30942 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 16 contains 10166 members 
Mstep: Class 17 contains 6202 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 12787 members 
Mstep: Class 20 contains 5205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65400408.000000 Penalty: 38530.851562
Iteration 6F: 19 clusters Score -6.540041e+07 nChanged 64304
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 106989 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 10110 members 
Mstep: Class 4 contains 84307 members 
Mstep: Class 5 contains 111206 members 
Mstep: Class 6 contains 17219 members 
Mstep: Class 7 contains 21414 members 
Mstep: Class 8 contains 57556 members 
Mstep: Class 10 contains 19168 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 13 contains 32380 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 10940 members 
Mstep: Class 17 contains 6009 members 
Mstep: Class 18 contains 5753 members 
Mstep: Class 19 contains 12331 members 
Mstep: Class 20 contains 5744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65442940.000000 Penalty: 38530.851562
Iteration 7F: 19 clusters Score -6.544294e+07 nChanged 58196
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 101004 members 
Mstep: Class 2 contains 15285 members 
Mstep: Class 3 contains 10218 members 
Mstep: Class 4 contains 100797 members 
Mstep: Class 5 contains 99712 members 
Mstep: Class 6 contains 17246 members 
Mstep: Class 7 contains 20290 members 
Mstep: Class 8 contains 59916 members 
Mstep: Class 10 contains 17789 members 
Mstep: Class 11 contains 4803 members 
Mstep: Class 13 contains 33075 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 3136 members 
Mstep: Class 16 contains 12378 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 6284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65473756.000000 Penalty: 38530.851562
Iteration 8F: 19 clusters Score -6.547376e+07 nChanged 55521
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 16255 members 
Mstep: Class 3 contains 10844 members 
Mstep: Class 4 contains 116713 members 
Mstep: Class 5 contains 86491 members 
Mstep: Class 6 contains 17339 members 
Mstep: Class 7 contains 19450 members 
Mstep: Class 8 contains 62498 members 
Mstep: Class 10 contains 16347 members 
Mstep: Class 11 contains 4759 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 14647 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 19 contains 10503 members 
Mstep: Class 20 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1812.162109 but Gain 2140.605469
Score: -65493620.000000 Penalty: 36390.246094
Iteration 9F: 18 clusters Score -6.549362e+07 nChanged 52156
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 17228 members 
Mstep: Class 3 contains 11901 members 
Mstep: Class 4 contains 125660 members 
Mstep: Class 5 contains 74640 members 
Mstep: Class 6 contains 17733 members 
Mstep: Class 7 contains 19187 members 
Mstep: Class 8 contains 66639 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 4729 members 
Mstep: Class 13 contains 36517 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 16 contains 17516 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 4059 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65511404.000000 Penalty: 36390.246094
Iteration 10F: 18 clusters Score -6.55114e+07 nChanged 41932
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 18003 members 
Mstep: Class 3 contains 13095 members 
Mstep: Class 4 contains 123121 members 
Mstep: Class 5 contains 68372 members 
Mstep: Class 6 contains 18180 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 71845 members 
Mstep: Class 10 contains 14598 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 13 contains 39075 members 
Mstep: Class 14 contains 581 members 
Mstep: Class 16 contains 20193 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 9027 members 
Mstep: Class 20 contains 7807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65528660.000000 Penalty: 36390.246094
Iteration 11F: 18 clusters Score -6.552866e+07 nChanged 37186
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 18548 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 114274 members 
Mstep: Class 5 contains 65876 members 
Mstep: Class 6 contains 18699 members 
Mstep: Class 7 contains 19025 members 
Mstep: Class 8 contains 78336 members 
Mstep: Class 10 contains 13961 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 13 contains 41825 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 16 contains 22604 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65548848.000000 Penalty: 36390.246094
Iteration 12F: 18 clusters Score -6.554885e+07 nChanged 36634
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 18932 members 
Mstep: Class 3 contains 16541 members 
Mstep: Class 4 contains 102770 members 
Mstep: Class 5 contains 63549 members 
Mstep: Class 6 contains 19194 members 
Mstep: Class 7 contains 18942 members 
Mstep: Class 8 contains 87166 members 
Mstep: Class 10 contains 13358 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 13 contains 44981 members 
Mstep: Class 14 contains 221 members 
Mstep: Class 16 contains 25052 members 
Mstep: Class 17 contains 6617 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 8091 members 
Mstep: Class 20 contains 8697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65568924.000000 Penalty: 36390.246094
Iteration 13F: 18 clusters Score -6.556892e+07 nChanged 38599
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 19128 members 
Mstep: Class 3 contains 18679 members 
Mstep: Class 4 contains 89977 members 
Mstep: Class 5 contains 59556 members 
Mstep: Class 6 contains 19496 members 
Mstep: Class 7 contains 18897 members 
Mstep: Class 8 contains 98281 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 3667 members 
Mstep: Class 13 contains 48489 members 
Mstep: Class 14 contains 128 members 
Mstep: Class 16 contains 27616 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 9189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65586060.000000 Penalty: 36390.246094
Iteration 14F: 18 clusters Score -6.558606e+07 nChanged 42290
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 19068 members 
Mstep: Class 3 contains 21191 members 
Mstep: Class 4 contains 77891 members 
Mstep: Class 5 contains 52401 members 
Mstep: Class 6 contains 19664 members 
Mstep: Class 7 contains 18956 members 
Mstep: Class 8 contains 111210 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 3453 members 
Mstep: Class 13 contains 52443 members 
Mstep: Class 14 contains 87 members 
Mstep: Class 16 contains 30270 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 9626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65595352.000000 Penalty: 36390.246094
Iteration 15F: 18 clusters Score -6.559535e+07 nChanged 39755
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 18858 members 
Mstep: Class 3 contains 24139 members 
Mstep: Class 4 contains 72495 members 
Mstep: Class 5 contains 45310 members 
Mstep: Class 6 contains 19738 members 
Mstep: Class 7 contains 19275 members 
Mstep: Class 8 contains 116233 members 
Mstep: Class 10 contains 11538 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 13 contains 56297 members 
Mstep: Class 14 contains 78 members 
Mstep: Class 16 contains 32564 members 
Mstep: Class 17 contains 7112 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 9986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65602656.000000 Penalty: 36390.246094
Iteration 16F: 18 clusters Score -6.560266e+07 nChanged 34201
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 18627 members 
Mstep: Class 3 contains 27711 members 
Mstep: Class 4 contains 71964 members 
Mstep: Class 5 contains 42193 members 
Mstep: Class 6 contains 19708 members 
Mstep: Class 7 contains 19795 members 
Mstep: Class 8 contains 111359 members 
Mstep: Class 10 contains 11047 members 
Mstep: Class 11 contains 3088 members 
Mstep: Class 13 contains 59544 members 
Mstep: Class 14 contains 72 members 
Mstep: Class 16 contains 34425 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 10316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65615344.000000 Penalty: 36390.246094
Iteration 17F: 18 clusters Score -6.561534e+07 nChanged 29465
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 18321 members 
Mstep: Class 3 contains 31658 members 
Mstep: Class 4 contains 72473 members 
Mstep: Class 5 contains 41654 members 
Mstep: Class 6 contains 19425 members 
Mstep: Class 7 contains 20259 members 
Mstep: Class 8 contains 102785 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 13 contains 62477 members 
Mstep: Class 14 contains 70 members 
Mstep: Class 16 contains 36308 members 
Mstep: Class 17 contains 7308 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 6328 members 
Mstep: Class 20 contains 10652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65629964.000000 Penalty: 36390.246094
Iteration 18F: 18 clusters Score -6.562996e+07 nChanged 26729
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 18046 members 
Mstep: Class 3 contains 35893 members 
Mstep: Class 4 contains 72436 members 
Mstep: Class 5 contains 42674 members 
Mstep: Class 6 contains 19069 members 
Mstep: Class 7 contains 20571 members 
Mstep: Class 8 contains 94172 members 
Mstep: Class 10 contains 9904 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 13 contains 64896 members 
Mstep: Class 14 contains 70 members 
Mstep: Class 16 contains 38225 members 
Mstep: Class 17 contains 7383 members 
Mstep: Class 18 contains 1149 members 
Mstep: Class 19 contains 5868 members 
Mstep: Class 20 contains 10963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65644456.000000 Penalty: 36390.246094
Iteration 19F: 18 clusters Score -6.564446e+07 nChanged 25472
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 17793 members 
Mstep: Class 3 contains 40532 members 
Mstep: Class 4 contains 71235 members 
Mstep: Class 5 contains 44432 members 
Mstep: Class 6 contains 18556 members 
Mstep: Class 7 contains 20681 members 
Mstep: Class 8 contains 87143 members 
Mstep: Class 10 contains 9245 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 13 contains 66826 members 
Mstep: Class 14 contains 69 members 
Mstep: Class 16 contains 40126 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 11142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65658460.000000 Penalty: 36390.246094
Iteration 20F: 18 clusters Score -6.565846e+07 nChanged 24277
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 17499 members 
Mstep: Class 3 contains 45757 members 
Mstep: Class 4 contains 70270 members 
Mstep: Class 5 contains 46730 members 
Mstep: Class 6 contains 18061 members 
Mstep: Class 7 contains 20650 members 
Mstep: Class 8 contains 80657 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 13 contains 68017 members 
Mstep: Class 14 contains 69 members 
Mstep: Class 16 contains 41775 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 983 members 
Mstep: Class 19 contains 4796 members 
Mstep: Class 20 contains 11329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65671648.000000 Penalty: 36390.246094
Iteration 21Q: 18 clusters Score -6.567165e+07 nChanged 22992
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 17241 members 
Mstep: Class 3 contains 51537 members 
Mstep: Class 4 contains 69450 members 
Mstep: Class 5 contains 49065 members 
Mstep: Class 6 contains 17607 members 
Mstep: Class 7 contains 20416 members 
Mstep: Class 8 contains 74951 members 
Mstep: Class 10 contains 7807 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 13 contains 68336 members 
Mstep: Class 14 contains 68 members 
Mstep: Class 16 contains 43216 members 
Mstep: Class 17 contains 7629 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 11464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65683408.000000 Penalty: 36390.246094
Iteration 22Q: 18 clusters Score -6.568341e+07 nChanged 21406
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 17039 members 
Mstep: Class 3 contains 57732 members 
Mstep: Class 4 contains 68178 members 
Mstep: Class 5 contains 51252 members 
Mstep: Class 6 contains 17250 members 
Mstep: Class 7 contains 19987 members 
Mstep: Class 8 contains 70887 members 
Mstep: Class 10 contains 7098 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 13 contains 67774 members 
Mstep: Class 14 contains 68 members 
Mstep: Class 16 contains 44214 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 3589 members 
Mstep: Class 20 contains 11529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65692880.000000 Penalty: 36390.246094
Iteration 23Q: 18 clusters Score -6.569288e+07 nChanged 19881
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 16926 members 
Mstep: Class 3 contains 64297 members 
Mstep: Class 4 contains 66628 members 
Mstep: Class 5 contains 53114 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 19449 members 
Mstep: Class 8 contains 68423 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 13 contains 66379 members 
Mstep: Class 14 contains 68 members 
Mstep: Class 16 contains 44641 members 
Mstep: Class 17 contains 7752 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 11508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65701052.000000 Penalty: 36390.246094
Iteration 24Q: 18 clusters Score -6.570105e+07 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 16875 members 
Mstep: Class 3 contains 71101 members 
Mstep: Class 4 contains 64991 members 
Mstep: Class 5 contains 54574 members 
Mstep: Class 6 contains 16676 members 
Mstep: Class 7 contains 18836 members 
Mstep: Class 8 contains 66963 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 13 contains 64612 members 
Mstep: Class 14 contains 68 members 
Mstep: Class 16 contains 44703 members 
Mstep: Class 17 contains 7756 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 11418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65707980.000000 Penalty: 36390.246094
Iteration 25Q: 18 clusters Score -6.570798e+07 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 16938 members 
Mstep: Class 3 contains 78095 members 
Mstep: Class 4 contains 63016 members 
Mstep: Class 5 contains 55585 members 
Mstep: Class 6 contains 16353 members 
Mstep: Class 7 contains 18289 members 
Mstep: Class 8 contains 65924 members 
Mstep: Class 10 contains 5499 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 13 contains 62810 members 
Mstep: Class 14 contains 68 members 
Mstep: Class 16 contains 44613 members 
Mstep: Class 17 contains 7741 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 11278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1811.767090 but Gain 2140.601562
Score: -65714000.000000 Penalty: 34249.644531
Iteration 26Q: 17 clusters Score -6.5714e+07 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 17087 members 
Mstep: Class 3 contains 85289 members 
Mstep: Class 4 contains 61049 members 
Mstep: Class 5 contains 56332 members 
Mstep: Class 6 contains 16058 members 
Mstep: Class 7 contains 18003 members 
Mstep: Class 8 contains 64875 members 
Mstep: Class 10 contains 5251 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 13 contains 61907 members 
Mstep: Class 14 contains 68 members 
Mstep: Class 16 contains 44634 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 20 contains 11127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65719972.000000 Penalty: 34249.644531
Iteration 27Q: 17 clusters Score -6.571997e+07 nChanged 15125
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 17299 members 
Mstep: Class 3 contains 90760 members 
Mstep: Class 4 contains 59101 members 
Mstep: Class 5 contains 56417 members 
Mstep: Class 6 contains 15716 members 
Mstep: Class 7 contains 17931 members 
Mstep: Class 8 contains 63794 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 1987 members 
Mstep: Class 13 contains 61467 members 
Mstep: Class 14 contains 68 members 
Mstep: Class 16 contains 44472 members 
Mstep: Class 17 contains 7666 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 20 contains 10988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65722712.000000 Penalty: 34249.644531
Iteration 28Q: 17 clusters Score -6.572271e+07 nChanged 13504
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 17635 members 
Mstep: Class 3 contains 94470 members 
Mstep: Class 4 contains 57356 members 
Mstep: Class 5 contains 56258 members 
Mstep: Class 6 contains 15337 members 
Mstep: Class 7 contains 18290 members 
Mstep: Class 8 contains 62806 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 13 contains 61815 members 
Mstep: Class 14 contains 68 members 
Mstep: Class 16 contains 44380 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 18 contains 746 members 
Mstep: Class 20 contains 10839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65724468.000000 Penalty: 34249.644531
Iteration 29Q: 17 clusters Score -6.572447e+07 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 17930 members 
Mstep: Class 3 contains 96701 members 
Mstep: Class 4 contains 55812 members 
Mstep: Class 5 contains 55873 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 19038 members 
Mstep: Class 8 contains 62002 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 13 contains 62760 members 
Mstep: Class 14 contains 68 members 
Mstep: Class 16 contains 44135 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 20 contains 10714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65725760.000000 Penalty: 34249.644531
Iteration 30Q: 17 clusters Score -6.572576e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 18217 members 
Mstep: Class 3 contains 98096 members 
Mstep: Class 4 contains 54350 members 
Mstep: Class 5 contains 55483 members 
Mstep: Class 6 contains 14624 members 
Mstep: Class 7 contains 19884 members 
Mstep: Class 8 contains 61488 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1718 members 
Mstep: Class 13 contains 64009 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 43770 members 
Mstep: Class 17 contains 7673 members 
Mstep: Class 18 contains 739 members 
Mstep: Class 20 contains 10608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65727340.000000 Penalty: 34249.644531
Iteration 31Q: 17 clusters Score -6.572734e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 18530 members 
Mstep: Class 3 contains 98835 members 
Mstep: Class 4 contains 53046 members 
Mstep: Class 5 contains 54918 members 
Mstep: Class 6 contains 14248 members 
Mstep: Class 7 contains 20858 members 
Mstep: Class 8 contains 61156 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 13 contains 65410 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 43182 members 
Mstep: Class 17 contains 7666 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 20 contains 10486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65728056.000000 Penalty: 34249.644531
Iteration 32Q: 17 clusters Score -6.572806e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 18838 members 
Mstep: Class 3 contains 99240 members 
Mstep: Class 4 contains 51883 members 
Mstep: Class 5 contains 54354 members 
Mstep: Class 6 contains 13869 members 
Mstep: Class 7 contains 21860 members 
Mstep: Class 8 contains 60979 members 
Mstep: Class 10 contains 4841 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 13 contains 66900 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 42347 members 
Mstep: Class 17 contains 7661 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 20 contains 10361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2119.232178 but Gain 2140.603516
Score: -65728332.000000 Penalty: 32109.041016
Iteration 33Q: 16 clusters Score -6.572833e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 19525 members 
Mstep: Class 3 contains 99501 members 
Mstep: Class 4 contains 50925 members 
Mstep: Class 5 contains 53882 members 
Mstep: Class 6 contains 13512 members 
Mstep: Class 7 contains 22886 members 
Mstep: Class 8 contains 60794 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 13 contains 68492 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 41385 members 
Mstep: Class 17 contains 8129 members 
Mstep: Class 18 contains 737 members 
Mstep: Class 20 contains 10721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65731368.000000 Penalty: 32109.041016
Iteration 34Q: 16 clusters Score -6.573137e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 19781 members 
Mstep: Class 3 contains 99460 members 
Mstep: Class 4 contains 50210 members 
Mstep: Class 5 contains 53446 members 
Mstep: Class 6 contains 13076 members 
Mstep: Class 7 contains 23912 members 
Mstep: Class 8 contains 60586 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 13 contains 70173 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 40262 members 
Mstep: Class 17 contains 8211 members 
Mstep: Class 18 contains 731 members 
Mstep: Class 20 contains 10487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65731636.000000 Penalty: 32109.041016
Iteration 35Q: 16 clusters Score -6.573164e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 20001 members 
Mstep: Class 3 contains 99343 members 
Mstep: Class 4 contains 49659 members 
Mstep: Class 5 contains 53068 members 
Mstep: Class 6 contains 12633 members 
Mstep: Class 7 contains 24937 members 
Mstep: Class 8 contains 60392 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 13 contains 71893 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 38914 members 
Mstep: Class 17 contains 8254 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 20 contains 10294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65732056.000000 Penalty: 32109.041016
Iteration 36Q: 16 clusters Score -6.573206e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 20207 members 
Mstep: Class 3 contains 99280 members 
Mstep: Class 4 contains 49211 members 
Mstep: Class 5 contains 52669 members 
Mstep: Class 6 contains 12165 members 
Mstep: Class 7 contains 25962 members 
Mstep: Class 8 contains 60180 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 13 contains 73635 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 37472 members 
Mstep: Class 17 contains 8257 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 20 contains 10137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65732012.000000 Penalty: 32109.041016
Iteration 37Q: 16 clusters Score -6.573201e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 20393 members 
Mstep: Class 3 contains 99195 members 
Mstep: Class 4 contains 49016 members 
Mstep: Class 5 contains 52339 members 
Mstep: Class 6 contains 11683 members 
Mstep: Class 7 contains 26942 members 
Mstep: Class 8 contains 59871 members 
Mstep: Class 10 contains 5152 members 
Mstep: Class 13 contains 75275 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 36036 members 
Mstep: Class 17 contains 8246 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 20 contains 9989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65731828.000000 Penalty: 32109.041016
Iteration 38Q: 16 clusters Score -6.573183e+07 nChanged 7673
Entering ConstructFrom: 
Score: -65731828.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (70985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Entering Unmasked Estep 
Score: -9092688.000000 Penalty: 1815.161377
	Iteration 0F: 2 clusters Score -9092688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -9048569.000000 Penalty: 3630.322754
	Iteration 0F: 3 clusters Score -9048569 nChanged 33667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -9068100.000000 Penalty: 3630.322754
	Iteration 1F: 3 clusters Score -9068100 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -9069721.000000 Penalty: 3630.322754
	Iteration 2Q: 3 clusters Score -9069721 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -9072461.000000 Penalty: 3630.322754
	Iteration 3F: 3 clusters Score -9072461 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -9076586.000000 Penalty: 3630.322754
	Iteration 4F: 3 clusters Score -9076586 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -9081788.000000 Penalty: 3630.322754
	Iteration 5F: 3 clusters Score -9081788 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -9087183.000000 Penalty: 3630.322754
	Iteration 6F: 3 clusters Score -9087183 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -9090842.000000 Penalty: 3630.322754
	Iteration 7Q: 3 clusters Score -9090842 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -9091808.000000 Penalty: 3630.322754
	Iteration 8Q: 3 clusters Score -9091808 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -9092050.000000 Penalty: 3630.322754
	Iteration 9Q: 3 clusters Score -9092050 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -9092163.000000 Penalty: 3630.322754
	Iteration 10Q: 3 clusters Score -9092163 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -9092233.000000 Penalty: 3630.322754
	Iteration 11Q: 3 clusters Score -9092233 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -9092259.000000 Penalty: 3630.322754
	Iteration 12Q: 3 clusters Score -9092259 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -9092330.000000 Penalty: 3630.322754
	Iteration 13Q: 3 clusters Score -9092330 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -9092366.000000 Penalty: 3630.322754
	Iteration 14Q: 3 clusters Score -9092366 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -9092406.000000 Penalty: 3630.322754
	Iteration 15Q: 3 clusters Score -9092406 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -9092400.000000 Penalty: 3630.322754
	Iteration 16Q: 3 clusters Score -9092400 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -9092413.000000 Penalty: 3630.322754
	Iteration 17Q: 3 clusters Score -9092413 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -9092414.000000 Penalty: 3630.322754
	Iteration 18Q: 3 clusters Score -9092414 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9092447 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9092461 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -9092495.000000 Penalty: 3630.322754
	Iteration 21Q: 3 clusters Score -9092495 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -9092511.000000 Penalty: 3630.322754
	Iteration 22Q: 3 clusters Score -9092511 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -9092571.000000 Penalty: 3630.322754
	Iteration 23Q: 3 clusters Score -9092571 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -9092617.000000 Penalty: 3630.322754
	Iteration 24Q: 3 clusters Score -9092617 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9092684 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -9092720.000000 Penalty: 3630.322754
	Iteration 26Q: 3 clusters Score -9092720 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -9092725.000000 Penalty: 3630.322754
	Iteration 27Q: 3 clusters Score -9092725 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -9092752.000000 Penalty: 3630.322754
	Iteration 28Q: 3 clusters Score -9092752 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9092766 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -9092783.000000 Penalty: 3630.322754
	Iteration 30Q: 3 clusters Score -9092783 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -9092844.000000 Penalty: 3630.322754
	Iteration 31Q: 3 clusters Score -9092844 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9092852 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -9092850.000000 Penalty: 3630.322754
	Iteration 33Q: 3 clusters Score -9092850 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -9092849.000000 Penalty: 3630.322754
	Iteration 34Q: 3 clusters Score -9092849 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9092852 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -9092856.000000 Penalty: 3630.322754
	Iteration 36Q: 3 clusters Score -9092856 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -9092870.000000 Penalty: 3630.322754
	Iteration 37Q: 3 clusters Score -9092870 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -9092869.000000 Penalty: 3630.322754
	Iteration 38Q: 3 clusters Score -9092869 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -9092907.000000 Penalty: 3630.322754
	Iteration 39Q: 3 clusters Score -9092907 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -9092918.000000 Penalty: 3630.322754
	Iteration 40F: 3 clusters Score -9092918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -9092905.000000 Penalty: 3630.322754
	Iteration 41Q: 3 clusters Score -9092905 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -9092941.000000 Penalty: 3630.322754
	Iteration 42Q: 3 clusters Score -9092941 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -9092972.000000 Penalty: 3630.322754
	Iteration 43Q: 3 clusters Score -9092972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -9093004.000000 Penalty: 3630.322754
	Iteration 44Q: 3 clusters Score -9093004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9092998 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9092997 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9093028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -9093002.000000 Penalty: 3630.322754
	Iteration 48Q: 3 clusters Score -9093002 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -9092989.000000 Penalty: 3630.322754
	Iteration 49Q: 3 clusters Score -9092989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9092960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -9092980.000000 Penalty: 3630.322754
	Iteration 51Q: 3 clusters Score -9092980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -9092988.000000 Penalty: 3630.322754
	Iteration 52Q: 3 clusters Score -9092988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9092961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9092946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9092944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -9092949.000000 Penalty: 3630.322754
	Iteration 56Q: 3 clusters Score -9092949 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -9092927.000000 Penalty: 3630.322754
	Iteration 57Q: 3 clusters Score -9092927 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -9092935.000000 Penalty: 3630.322754
	Iteration 58Q: 3 clusters Score -9092935 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9092899.000000 Penalty: 3630.322754
	Iteration 59Q: 3 clusters Score -9092899 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9092874.000000 Penalty: 3630.322754
	Iteration 60F: 3 clusters Score -9092874 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9092861 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -9092824.000000 Penalty: 3630.322754
	Iteration 62Q: 3 clusters Score -9092824 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9092799 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9092763.000000 Penalty: 3630.322754
	Iteration 64Q: 3 clusters Score -9092763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9092741.000000 Penalty: 3630.322754
	Iteration 65Q: 3 clusters Score -9092741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9092697.000000 Penalty: 3630.322754
	Iteration 66Q: 3 clusters Score -9092697 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9092692.000000 Penalty: 3630.322754
	Iteration 67Q: 3 clusters Score -9092692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9092692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9092636.000000 Penalty: 3630.322754
	Iteration 69Q: 3 clusters Score -9092636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9092619.000000 Penalty: 3630.322754
	Iteration 70Q: 3 clusters Score -9092619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9092606.000000 Penalty: 3630.322754
	Iteration 71Q: 3 clusters Score -9092606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -9092580.000000 Penalty: 3630.322754
	Iteration 72Q: 3 clusters Score -9092580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9092569.000000 Penalty: 3630.322754
	Iteration 73Q: 3 clusters Score -9092569 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9092564.000000 Penalty: 3630.322754
	Iteration 74Q: 3 clusters Score -9092564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9092553.000000 Penalty: 3630.322754
	Iteration 75Q: 3 clusters Score -9092553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9092522.000000 Penalty: 3630.322754
	Iteration 76Q: 3 clusters Score -9092522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9092508.000000 Penalty: 3630.322754
	Iteration 77Q: 3 clusters Score -9092508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9092510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9092504.000000 Penalty: 3630.322754
	Iteration 79Q: 3 clusters Score -9092504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9092480.000000 Penalty: 3630.322754
	Iteration 80F: 3 clusters Score -9092480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9092481.000000 Penalty: 3630.322754
	Iteration 81Q: 3 clusters Score -9092481 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9092482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9092464 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9092457.000000 Penalty: 3630.322754
	Iteration 84Q: 3 clusters Score -9092457 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9092450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9092446.000000 Penalty: 3630.322754
	Iteration 86Q: 3 clusters Score -9092446 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9092446 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9092444.000000 Penalty: 3630.322754
	Iteration 88Q: 3 clusters Score -9092444 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9092445.000000 Penalty: 3630.322754
	Iteration 89Q: 3 clusters Score -9092445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9092443.000000 Penalty: 3630.322754
	Iteration 90Q: 3 clusters Score -9092443 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9092439.000000 Penalty: 3630.322754
	Iteration 91Q: 3 clusters Score -9092439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9092444 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69779 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9092436.000000 Penalty: 3630.322754
	Iteration 93Q: 3 clusters Score -9092436 nChanged 5
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Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9092430.000000 Penalty: 3630.322754
	Iteration 94Q: 3 clusters Score -9092430 nChanged 4
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Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9092431 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9092432.000000 Penalty: 3630.322754
	Iteration 96Q: 3 clusters Score -9092432 nChanged 3
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Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9092425 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9092419 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9092421.000000 Penalty: 3630.322754
	Iteration 99Q: 3 clusters Score -9092421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9092410 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9092417.000000 Penalty: 3630.322754
	Iteration 101Q: 3 clusters Score -9092417 nChanged 2
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Mstep: Class 1 contains 69808 members 
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Entering Unmasked Estep 
Score: -9092414.000000 Penalty: 3630.322754
	Iteration 102Q: 3 clusters Score -9092414 nChanged 3
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Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9092420 nChanged 4
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Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9092416.000000 Penalty: 3630.322754
	Iteration 104Q: 3 clusters Score -9092416 nChanged 6
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Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9092416 nChanged 8
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Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9092421.000000 Penalty: 3630.322754
	Iteration 106Q: 3 clusters Score -9092421 nChanged 10
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Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9092404 nChanged 8
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Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9092416 nChanged 4
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Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9092414 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9092412.000000 Penalty: 3630.322754
	Iteration 110Q: 3 clusters Score -9092412 nChanged 7
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Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9092407.000000 Penalty: 3630.322754
	Iteration 111Q: 3 clusters Score -9092407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9092403.000000 Penalty: 3630.322754
	Iteration 112Q: 3 clusters Score -9092403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9092398.000000 Penalty: 3630.322754
	Iteration 113Q: 3 clusters Score -9092398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9092398.000000 Penalty: 3630.322754
	Iteration 114Q: 3 clusters Score -9092398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9092392.000000 Penalty: 3630.322754
	Iteration 115Q: 3 clusters Score -9092392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9092393.000000 Penalty: 3630.322754
	Iteration 116Q: 3 clusters Score -9092393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9092395.000000 Penalty: 3630.322754
	Iteration 117Q: 3 clusters Score -9092395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9092390.000000 Penalty: 3630.322754
	Iteration 118Q: 3 clusters Score -9092390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9092390.000000 Penalty: 3630.322754
	Iteration 119F: 3 clusters Score -9092390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Entering Unmasked Estep 
Score: -2570218.000000 Penalty: 1614.072754
	Iteration 0F: 2 clusters Score -2570218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2556151.500000 Penalty: 3228.145508
	Iteration 0F: 3 clusters Score -2556152 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2561114.500000 Penalty: 3228.145508
	Iteration 1F: 3 clusters Score -2561114 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2561414.250000 Penalty: 3228.145508
	Iteration 2Q: 3 clusters Score -2561414 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2561666.750000 Penalty: 3228.145508
	Iteration 3Q: 3 clusters Score -2561667 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2561873.000000 Penalty: 3228.145508
	Iteration 4Q: 3 clusters Score -2561873 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2562073.250000 Penalty: 3228.145508
	Iteration 5Q: 3 clusters Score -2562073 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2562306.750000 Penalty: 3228.145508
	Iteration 6Q: 3 clusters Score -2562307 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2562599.000000 Penalty: 3228.145508
	Iteration 7Q: 3 clusters Score -2562599 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2563020.750000 Penalty: 3228.145508
	Iteration 8Q: 3 clusters Score -2563021 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2563702.000000 Penalty: 3228.145508
	Iteration 9Q: 3 clusters Score -2563702 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2564584.000000 Penalty: 3228.145508
	Iteration 10Q: 3 clusters Score -2564584 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2565438.500000 Penalty: 3228.145508
	Iteration 11F: 3 clusters Score -2565438 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2566046.250000 Penalty: 3228.145508
	Iteration 12Q: 3 clusters Score -2566046 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2566416.500000 Penalty: 3228.145508
	Iteration 13Q: 3 clusters Score -2566416 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2566639.750000 Penalty: 3228.145508
	Iteration 14Q: 3 clusters Score -2566640 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2566774.000000 Penalty: 3228.145508
	Iteration 15Q: 3 clusters Score -2566774 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2566898.750000 Penalty: 3228.145508
	Iteration 16Q: 3 clusters Score -2566899 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2567004.500000 Penalty: 3228.145508
	Iteration 17Q: 3 clusters Score -2567004 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2567111.250000 Penalty: 3228.145508
	Iteration 18Q: 3 clusters Score -2567111 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2567216.000000 Penalty: 3228.145508
	Iteration 19Q: 3 clusters Score -2567216 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2567324.750000 Penalty: 3228.145508
	Iteration 20F: 3 clusters Score -2567325 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2567432.000000 Penalty: 3228.145508
	Iteration 21Q: 3 clusters Score -2567432 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2567537.750000 Penalty: 3228.145508
	Iteration 22Q: 3 clusters Score -2567538 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2567632.250000 Penalty: 3228.145508
	Iteration 23Q: 3 clusters Score -2567632 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2567736.750000 Penalty: 3228.145508
	Iteration 24Q: 3 clusters Score -2567737 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2567831.750000 Penalty: 3228.145508
	Iteration 25Q: 3 clusters Score -2567832 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2567934.500000 Penalty: 3228.145508
	Iteration 26Q: 3 clusters Score -2567934 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2568046.750000 Penalty: 3228.145508
	Iteration 27Q: 3 clusters Score -2568047 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2568171.000000 Penalty: 3228.145508
	Iteration 28Q: 3 clusters Score -2568171 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2568281.750000 Penalty: 3228.145508
	Iteration 29Q: 3 clusters Score -2568282 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2568384.750000 Penalty: 3228.145508
	Iteration 30Q: 3 clusters Score -2568385 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2568473.250000 Penalty: 3228.145508
	Iteration 31Q: 3 clusters Score -2568473 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2568535.000000 Penalty: 3228.145508
	Iteration 32Q: 3 clusters Score -2568535 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2568596.500000 Penalty: 3228.145508
	Iteration 33Q: 3 clusters Score -2568596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2568648.750000 Penalty: 3228.145508
	Iteration 34Q: 3 clusters Score -2568649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2568684.000000 Penalty: 3228.145508
	Iteration 35Q: 3 clusters Score -2568684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2568713.500000 Penalty: 3228.145508
	Iteration 36Q: 3 clusters Score -2568714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2568733.000000 Penalty: 3228.145508
	Iteration 37Q: 3 clusters Score -2568733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2568751.750000 Penalty: 3228.145508
	Iteration 38Q: 3 clusters Score -2568752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2568762.750000 Penalty: 3228.145508
	Iteration 39Q: 3 clusters Score -2568763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2568778.750000 Penalty: 3228.145508
	Iteration 40F: 3 clusters Score -2568779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2568791.500000 Penalty: 3228.145508
	Iteration 41Q: 3 clusters Score -2568792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2568801.750000 Penalty: 3228.145508
	Iteration 42Q: 3 clusters Score -2568802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2568812.750000 Penalty: 3228.145508
	Iteration 43Q: 3 clusters Score -2568813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2568821.250000 Penalty: 3228.145508
	Iteration 44Q: 3 clusters Score -2568821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2568826.500000 Penalty: 3228.145508
	Iteration 45Q: 3 clusters Score -2568826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2568825.500000 Penalty: 3228.145508
	Iteration 46Q: 3 clusters Score -2568826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2568832.750000 Penalty: 3228.145508
	Iteration 47Q: 3 clusters Score -2568833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2568834.750000 Penalty: 3228.145508
	Iteration 48Q: 3 clusters Score -2568835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2568838.250000 Penalty: 3228.145508
	Iteration 49Q: 3 clusters Score -2568838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2568843.750000 Penalty: 3228.145508
	Iteration 50Q: 3 clusters Score -2568844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2568853.750000 Penalty: 3228.145508
	Iteration 51Q: 3 clusters Score -2568854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2568862.500000 Penalty: 3228.145508
	Iteration 52Q: 3 clusters Score -2568862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2568869.250000 Penalty: 3228.145508
	Iteration 53Q: 3 clusters Score -2568869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2568875.750000 Penalty: 3228.145508
	Iteration 54Q: 3 clusters Score -2568876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2568875.250000 Penalty: 3228.145508
	Iteration 55Q: 3 clusters Score -2568875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2568872.250000 Penalty: 3228.145508
	Iteration 56Q: 3 clusters Score -2568872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2568878.250000 Penalty: 3228.145508
	Iteration 57Q: 3 clusters Score -2568878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2568884.000000 Penalty: 3228.145508
	Iteration 58Q: 3 clusters Score -2568884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2568882.250000 Penalty: 3228.145508
	Iteration 59Q: 3 clusters Score -2568882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2568885.500000 Penalty: 3228.145508
	Iteration 60F: 3 clusters Score -2568886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2568886.750000 Penalty: 3228.145508
	Iteration 61Q: 3 clusters Score -2568887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2568886.250000 Penalty: 3228.145508
	Iteration 62Q: 3 clusters Score -2568886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2568886.250000 Penalty: 3228.145508
	Iteration 63F: 3 clusters Score -2568886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Entering Unmasked Estep 
Score: -12651345.000000 Penalty: 1869.343506
	Iteration 0F: 2 clusters Score -1.265134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -12592716.000000 Penalty: 3738.687012
	Iteration 0F: 3 clusters Score -1.259272e+07 nChanged 47508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -12620004.000000 Penalty: 3738.687012
	Iteration 1F: 3 clusters Score -1.262e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -12620832.000000 Penalty: 3738.687012
	Iteration 2Q: 3 clusters Score -1.262083e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -12622059.000000 Penalty: 3738.687012
	Iteration 3Q: 3 clusters Score -1.262206e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -12623728.000000 Penalty: 3738.687012
	Iteration 4Q: 3 clusters Score -1.262373e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -12626157.000000 Penalty: 3738.687012
	Iteration 5Q: 3 clusters Score -1.262616e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -12629693.000000 Penalty: 3738.687012
	Iteration 6F: 3 clusters Score -1.262969e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -12634455.000000 Penalty: 3738.687012
	Iteration 7F: 3 clusters Score -1.263446e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -12639382.000000 Penalty: 3738.687012
	Iteration 8F: 3 clusters Score -1.263938e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -12642593.000000 Penalty: 3738.687012
	Iteration 9F: 3 clusters Score -1.264259e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -12644211.000000 Penalty: 3738.687012
	Iteration 10Q: 3 clusters Score -1.264421e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -12645236.000000 Penalty: 3738.687012
	Iteration 11Q: 3 clusters Score -1.264524e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -12646036.000000 Penalty: 3738.687012
	Iteration 12Q: 3 clusters Score -1.264604e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -12646816.000000 Penalty: 3738.687012
	Iteration 13Q: 3 clusters Score -1.264682e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -12647517.000000 Penalty: 3738.687012
	Iteration 14Q: 3 clusters Score -1.264752e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 80999 members 
Entering Unmasked Estep 
Score: -12648012.000000 Penalty: 3738.687012
	Iteration 15Q: 3 clusters Score -1.264801e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -12648368.000000 Penalty: 3738.687012
	Iteration 16Q: 3 clusters Score -1.264837e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -12648733.000000 Penalty: 3738.687012
	Iteration 17Q: 3 clusters Score -1.264873e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -12649009.000000 Penalty: 3738.687012
	Iteration 18Q: 3 clusters Score -1.264901e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 86547 members 
Entering Unmasked Estep 
Score: -12649066.000000 Penalty: 3738.687012
	Iteration 19Q: 3 clusters Score -1.264907e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -12649146.000000 Penalty: 3738.687012
	Iteration 20F: 3 clusters Score -1.264915e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 88679 members 
Entering Unmasked Estep 
Score: -12649325.000000 Penalty: 3738.687012
	Iteration 21Q: 3 clusters Score -1.264932e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -12649381.000000 Penalty: 3738.687012
	Iteration 22Q: 3 clusters Score -1.264938e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -12649318.000000 Penalty: 3738.687012
	Iteration 23Q: 3 clusters Score -1.264932e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -12649376.000000 Penalty: 3738.687012
	Iteration 24Q: 3 clusters Score -1.264938e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -12649392.000000 Penalty: 3738.687012
	Iteration 25Q: 3 clusters Score -1.264939e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -12649409.000000 Penalty: 3738.687012
	Iteration 26Q: 3 clusters Score -1.264941e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -12649470.000000 Penalty: 3738.687012
	Iteration 27Q: 3 clusters Score -1.264947e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -12649602.000000 Penalty: 3738.687012
	Iteration 28Q: 3 clusters Score -1.26496e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -12649665.000000 Penalty: 3738.687012
	Iteration 29Q: 3 clusters Score -1.264966e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -12649742.000000 Penalty: 3738.687012
	Iteration 30Q: 3 clusters Score -1.264974e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -12649802.000000 Penalty: 3738.687012
	Iteration 31Q: 3 clusters Score -1.26498e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -12649875.000000 Penalty: 3738.687012
	Iteration 32Q: 3 clusters Score -1.264988e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -12649987.000000 Penalty: 3738.687012
	Iteration 33Q: 3 clusters Score -1.264999e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -12650067.000000 Penalty: 3738.687012
	Iteration 34Q: 3 clusters Score -1.265007e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -12650119.000000 Penalty: 3738.687012
	Iteration 35Q: 3 clusters Score -1.265012e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -12650179.000000 Penalty: 3738.687012
	Iteration 36Q: 3 clusters Score -1.265018e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 96600 members 
Entering Unmasked Estep 
Score: -12650182.000000 Penalty: 3738.687012
	Iteration 37Q: 3 clusters Score -1.265018e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -12650196.000000 Penalty: 3738.687012
	Iteration 38Q: 3 clusters Score -1.26502e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -12650225.000000 Penalty: 3738.687012
	Iteration 39Q: 3 clusters Score -1.265022e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 96995 members 
Entering Unmasked Estep 
Score: -12650220.000000 Penalty: 3738.687012
	Iteration 40F: 3 clusters Score -1.265022e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 97099 members 
Entering Unmasked Estep 
Score: -12650230.000000 Penalty: 3738.687012
	Iteration 41Q: 3 clusters Score -1.265023e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -12650236.000000 Penalty: 3738.687012
	Iteration 42Q: 3 clusters Score -1.265024e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 97260 members 
Entering Unmasked Estep 
Score: -12650237.000000 Penalty: 3738.687012
	Iteration 43Q: 3 clusters Score -1.265024e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -12650252.000000 Penalty: 3738.687012
	Iteration 44Q: 3 clusters Score -1.265025e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -12650250.000000 Penalty: 3738.687012
	Iteration 45Q: 3 clusters Score -1.265025e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
Score: -12650260.000000 Penalty: 3738.687012
	Iteration 46Q: 3 clusters Score -1.265026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 97478 members 
Entering Unmasked Estep 
Score: -12650272.000000 Penalty: 3738.687012
	Iteration 47Q: 3 clusters Score -1.265027e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 97529 members 
Entering Unmasked Estep 
Score: -12650312.000000 Penalty: 3738.687012
	Iteration 48Q: 3 clusters Score -1.265031e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 97578 members 
Entering Unmasked Estep 
Score: -12650329.000000 Penalty: 3738.687012
	Iteration 49Q: 3 clusters Score -1.265033e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -12650359.000000 Penalty: 3738.687012
	Iteration 50Q: 3 clusters Score -1.265036e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -12650420.000000 Penalty: 3738.687012
	Iteration 51Q: 3 clusters Score -1.265042e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -12650491.000000 Penalty: 3738.687012
	Iteration 52Q: 3 clusters Score -1.265049e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
Score: -12650517.000000 Penalty: 3738.687012
	Iteration 53Q: 3 clusters Score -1.265052e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -12650552.000000 Penalty: 3738.687012
	Iteration 54Q: 3 clusters Score -1.265055e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -12650564.000000 Penalty: 3738.687012
	Iteration 55Q: 3 clusters Score -1.265056e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -12650567.000000 Penalty: 3738.687012
	Iteration 56Q: 3 clusters Score -1.265057e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -12650595.000000 Penalty: 3738.687012
	Iteration 57Q: 3 clusters Score -1.26506e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -12650627.000000 Penalty: 3738.687012
	Iteration 58Q: 3 clusters Score -1.265063e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 97812 members 
Entering Unmasked Estep 
Score: -12650649.000000 Penalty: 3738.687012
	Iteration 59Q: 3 clusters Score -1.265065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -12650657.000000 Penalty: 3738.687012
	Iteration 60F: 3 clusters Score -1.265066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -12650679.000000 Penalty: 3738.687012
	Iteration 61Q: 3 clusters Score -1.265068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -12650699.000000 Penalty: 3738.687012
	Iteration 62Q: 3 clusters Score -1.26507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 97812 members 
Entering Unmasked Estep 
Score: -12650701.000000 Penalty: 3738.687012
	Iteration 63Q: 3 clusters Score -1.26507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -12650703.000000 Penalty: 3738.687012
	Iteration 64Q: 3 clusters Score -1.26507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -12650726.000000 Penalty: 3738.687012
	Iteration 65Q: 3 clusters Score -1.265073e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -12650729.000000 Penalty: 3738.687012
	Iteration 66Q: 3 clusters Score -1.265073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -12650741.000000 Penalty: 3738.687012
	Iteration 67Q: 3 clusters Score -1.265074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -12650758.000000 Penalty: 3738.687012
	Iteration 68Q: 3 clusters Score -1.265076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -12650755.000000 Penalty: 3738.687012
	Iteration 69Q: 3 clusters Score -1.265076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
Score: -12650754.000000 Penalty: 3738.687012
	Iteration 70Q: 3 clusters Score -1.265075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -12650765.000000 Penalty: 3738.687012
	Iteration 71Q: 3 clusters Score -1.265076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -12650763.000000 Penalty: 3738.687012
	Iteration 72Q: 3 clusters Score -1.265076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -12650766.000000 Penalty: 3738.687012
	Iteration 73Q: 3 clusters Score -1.265077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -12650770.000000 Penalty: 3738.687012
	Iteration 74Q: 3 clusters Score -1.265077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -12650776.000000 Penalty: 3738.687012
	Iteration 75Q: 3 clusters Score -1.265078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -12650780.000000 Penalty: 3738.687012
	Iteration 76Q: 3 clusters Score -1.265078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -12650787.000000 Penalty: 3738.687012
	Iteration 77Q: 3 clusters Score -1.265079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -12650782.000000 Penalty: 3738.687012
	Iteration 78Q: 3 clusters Score -1.265078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -12650787.000000 Penalty: 3738.687012
	Iteration 79Q: 3 clusters Score -1.265079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
Score: -12650785.000000 Penalty: 3738.687012
	Iteration 80F: 3 clusters Score -1.265078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -12650785.000000 Penalty: 3738.687012
	Iteration 81Q: 3 clusters Score -1.265078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
Score: -12650783.000000 Penalty: 3738.687012
	Iteration 82Q: 3 clusters Score -1.265078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -12650782.000000 Penalty: 3738.687012
	Iteration 83Q: 3 clusters Score -1.265078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -12650784.000000 Penalty: 3738.687012
	Iteration 84Q: 3 clusters Score -1.265078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
Score: -12650783.000000 Penalty: 3738.687012
	Iteration 85Q: 3 clusters Score -1.265078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -12650785.000000 Penalty: 3738.687012
	Iteration 86Q: 3 clusters Score -1.265078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -12650786.000000 Penalty: 3738.687012
	Iteration 87Q: 3 clusters Score -1.265079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -12650786.000000 Penalty: 3738.687012
	Iteration 88F: 3 clusters Score -1.265079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Entering Unmasked Estep 
Score: -6285862.000000 Penalty: 1755.129883
	Iteration 0F: 2 clusters Score -6285862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -6253439.000000 Penalty: 3510.259766
	Iteration 0F: 3 clusters Score -6253439 nChanged 23088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -6266469.500000 Penalty: 3510.259766
	Iteration 1F: 3 clusters Score -6266470 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -6267116.000000 Penalty: 3510.259766
	Iteration 2Q: 3 clusters Score -6267116 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -6268053.500000 Penalty: 3510.259766
	Iteration 3Q: 3 clusters Score -6268054 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -6269279.500000 Penalty: 3510.259766
	Iteration 4Q: 3 clusters Score -6269280 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6270926.500000 Penalty: 3510.259766
	Iteration 5F: 3 clusters Score -6270926 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -6273246.000000 Penalty: 3510.259766
	Iteration 6F: 3 clusters Score -6273246 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -6276059.500000 Penalty: 3510.259766
	Iteration 7F: 3 clusters Score -6276060 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -6278814.500000 Penalty: 3510.259766
	Iteration 8F: 3 clusters Score -6278814 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -6280402.500000 Penalty: 3510.259766
	Iteration 9F: 3 clusters Score -6280402 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -6281232.000000 Penalty: 3510.259766
	Iteration 10Q: 3 clusters Score -6281232 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -6281738.000000 Penalty: 3510.259766
	Iteration 11Q: 3 clusters Score -6281738 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -6282108.500000 Penalty: 3510.259766
	Iteration 12Q: 3 clusters Score -6282108 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -6282539.000000 Penalty: 3510.259766
	Iteration 13Q: 3 clusters Score -6282539 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -6282861.000000 Penalty: 3510.259766
	Iteration 14Q: 3 clusters Score -6282861 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -6283117.500000 Penalty: 3510.259766
	Iteration 15Q: 3 clusters Score -6283118 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -6283304.500000 Penalty: 3510.259766
	Iteration 16Q: 3 clusters Score -6283304 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -6283422.000000 Penalty: 3510.259766
	Iteration 17Q: 3 clusters Score -6283422 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6283519 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -6283609.500000 Penalty: 3510.259766
	Iteration 19Q: 3 clusters Score -6283610 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -6283672.500000 Penalty: 3510.259766
	Iteration 20F: 3 clusters Score -6283672 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -6283728.500000 Penalty: 3510.259766
	Iteration 21Q: 3 clusters Score -6283728 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -6283754.500000 Penalty: 3510.259766
	Iteration 22Q: 3 clusters Score -6283754 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -6283760.500000 Penalty: 3510.259766
	Iteration 23Q: 3 clusters Score -6283760 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -6283771.000000 Penalty: 3510.259766
	Iteration 24Q: 3 clusters Score -6283771 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -6283805.500000 Penalty: 3510.259766
	Iteration 25Q: 3 clusters Score -6283806 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -6283829.500000 Penalty: 3510.259766
	Iteration 26Q: 3 clusters Score -6283830 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6283842.500000 Penalty: 3510.259766
	Iteration 27Q: 3 clusters Score -6283842 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -6283848.000000 Penalty: 3510.259766
	Iteration 28Q: 3 clusters Score -6283848 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -6283868.500000 Penalty: 3510.259766
	Iteration 29Q: 3 clusters Score -6283868 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -6283889.500000 Penalty: 3510.259766
	Iteration 30Q: 3 clusters Score -6283890 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -6283940.000000 Penalty: 3510.259766
	Iteration 31Q: 3 clusters Score -6283940 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -6283925.500000 Penalty: 3510.259766
	Iteration 32Q: 3 clusters Score -6283926 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -6283927.000000 Penalty: 3510.259766
	Iteration 33Q: 3 clusters Score -6283927 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -6283961.000000 Penalty: 3510.259766
	Iteration 34Q: 3 clusters Score -6283961 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -6283983.500000 Penalty: 3510.259766
	Iteration 35Q: 3 clusters Score -6283984 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -6283990.500000 Penalty: 3510.259766
	Iteration 36Q: 3 clusters Score -6283990 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -6283991.500000 Penalty: 3510.259766
	Iteration 37Q: 3 clusters Score -6283992 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -6284010.500000 Penalty: 3510.259766
	Iteration 38Q: 3 clusters Score -6284010 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -6284021.500000 Penalty: 3510.259766
	Iteration 39Q: 3 clusters Score -6284022 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -6284056.000000 Penalty: 3510.259766
	Iteration 40F: 3 clusters Score -6284056 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -6284052.500000 Penalty: 3510.259766
	Iteration 41Q: 3 clusters Score -6284052 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6284077 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6284093 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -6284094.500000 Penalty: 3510.259766
	Iteration 44Q: 3 clusters Score -6284094 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -6284116.000000 Penalty: 3510.259766
	Iteration 45Q: 3 clusters Score -6284116 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -6284147.500000 Penalty: 3510.259766
	Iteration 46Q: 3 clusters Score -6284148 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -6284152.500000 Penalty: 3510.259766
	Iteration 47Q: 3 clusters Score -6284152 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -6284173.000000 Penalty: 3510.259766
	Iteration 48Q: 3 clusters Score -6284173 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -6284185.500000 Penalty: 3510.259766
	Iteration 49Q: 3 clusters Score -6284186 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -6284223.000000 Penalty: 3510.259766
	Iteration 50Q: 3 clusters Score -6284223 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6284238 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -6284261.500000 Penalty: 3510.259766
	Iteration 52Q: 3 clusters Score -6284262 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -6284311.500000 Penalty: 3510.259766
	Iteration 53Q: 3 clusters Score -6284312 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -6284333.500000 Penalty: 3510.259766
	Iteration 54Q: 3 clusters Score -6284334 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -6284369.500000 Penalty: 3510.259766
	Iteration 55Q: 3 clusters Score -6284370 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -6284409.500000 Penalty: 3510.259766
	Iteration 56Q: 3 clusters Score -6284410 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6284474 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6284528 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6284556 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -6284563.500000 Penalty: 3510.259766
	Iteration 60F: 3 clusters Score -6284564 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -6284621.000000 Penalty: 3510.259766
	Iteration 61Q: 3 clusters Score -6284621 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6284637.000000 Penalty: 3510.259766
	Iteration 62Q: 3 clusters Score -6284637 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -6284654.500000 Penalty: 3510.259766
	Iteration 63Q: 3 clusters Score -6284654 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -6284671.000000 Penalty: 3510.259766
	Iteration 64Q: 3 clusters Score -6284671 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6284652 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6284644 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6284634 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6284698 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6284704 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6284712.000000 Penalty: 3510.259766
	Iteration 70Q: 3 clusters Score -6284712 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6284728 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6284738 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6284745.500000 Penalty: 3510.259766
	Iteration 73Q: 3 clusters Score -6284746 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6284778 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6284806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6284804.500000 Penalty: 3510.259766
	Iteration 76Q: 3 clusters Score -6284804 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6284810.500000 Penalty: 3510.259766
	Iteration 77Q: 3 clusters Score -6284810 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6284806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6284789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6284793.500000 Penalty: 3510.259766
	Iteration 80F: 3 clusters Score -6284794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6284786 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6284776.000000 Penalty: 3510.259766
	Iteration 82Q: 3 clusters Score -6284776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6284802 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6284811.000000 Penalty: 3510.259766
	Iteration 84Q: 3 clusters Score -6284811 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6284813.500000 Penalty: 3510.259766
	Iteration 85Q: 3 clusters Score -6284814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6284807.500000 Penalty: 3510.259766
	Iteration 86Q: 3 clusters Score -6284808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6284815.500000 Penalty: 3510.259766
	Iteration 87Q: 3 clusters Score -6284816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6284817.500000 Penalty: 3510.259766
	Iteration 88Q: 3 clusters Score -6284818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6284820.500000 Penalty: 3510.259766
	Iteration 89Q: 3 clusters Score -6284820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6284828.500000 Penalty: 3510.259766
	Iteration 90Q: 3 clusters Score -6284828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6284829.500000 Penalty: 3510.259766
	Iteration 91Q: 3 clusters Score -6284830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6284827.500000 Penalty: 3510.259766
	Iteration 92Q: 3 clusters Score -6284828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6284834.000000 Penalty: 3510.259766
	Iteration 93Q: 3 clusters Score -6284834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6284825.500000 Penalty: 3510.259766
	Iteration 94Q: 3 clusters Score -6284826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6284832.500000 Penalty: 3510.259766
	Iteration 95Q: 3 clusters Score -6284832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6284839.500000 Penalty: 3510.259766
	Iteration 96Q: 3 clusters Score -6284840 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6284839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6284840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6284839.500000 Penalty: 3510.259766
	Iteration 99Q: 3 clusters Score -6284840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6284838.500000 Penalty: 3510.259766
	Iteration 100F: 3 clusters Score -6284838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6284832.500000 Penalty: 3510.259766
	Iteration 101Q: 3 clusters Score -6284832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6284834.500000 Penalty: 3510.259766
	Iteration 102Q: 3 clusters Score -6284834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6284834.500000 Penalty: 3510.259766
	Iteration 103Q: 3 clusters Score -6284834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6284831.500000 Penalty: 3510.259766
	Iteration 104Q: 3 clusters Score -6284832 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6284830.500000 Penalty: 3510.259766
	Iteration 105Q: 3 clusters Score -6284830 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48080 members 
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Entering Unmasked Estep 
Score: -6284833.000000 Penalty: 3510.259766
	Iteration 106Q: 3 clusters Score -6284833 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6284832.500000 Penalty: 3510.259766
	Iteration 107Q: 3 clusters Score -6284832 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6284830 nChanged 4
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Entering Unmasked Estep 
Score: -6284832.000000 Penalty: 3510.259766
	Iteration 109Q: 3 clusters Score -6284832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6284833.500000 Penalty: 3510.259766
	Iteration 110Q: 3 clusters Score -6284834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6284832.000000 Penalty: 3510.259766
	Iteration 111Q: 3 clusters Score -6284832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6284835.500000 Penalty: 3510.259766
	Iteration 112Q: 3 clusters Score -6284836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6284832.500000 Penalty: 3510.259766
	Iteration 113Q: 3 clusters Score -6284832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6284832.500000 Penalty: 3510.259766
	Iteration 114F: 3 clusters Score -6284832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Entering Unmasked Estep 
Score: -6668701.000000 Penalty: 1764.478027
	Iteration 0F: 2 clusters Score -6668701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -6634789.000000 Penalty: 3528.956055
	Iteration 0F: 3 clusters Score -6634789 nChanged 24395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -6648866.500000 Penalty: 3528.956055
	Iteration 1F: 3 clusters Score -6648866 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6649578.500000 Penalty: 3528.956055
	Iteration 2Q: 3 clusters Score -6649578 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -6650363.500000 Penalty: 3528.956055
	Iteration 3Q: 3 clusters Score -6650364 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -6651496.000000 Penalty: 3528.956055
	Iteration 4Q: 3 clusters Score -6651496 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -6653132.000000 Penalty: 3528.956055
	Iteration 5F: 3 clusters Score -6653132 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -6655438.500000 Penalty: 3528.956055
	Iteration 6F: 3 clusters Score -6655438 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -6658335.500000 Penalty: 3528.956055
	Iteration 7F: 3 clusters Score -6658336 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6660712.500000 Penalty: 3528.956055
	Iteration 8F: 3 clusters Score -6660712 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -6661725.000000 Penalty: 3528.956055
	Iteration 9Q: 3 clusters Score -6661725 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -6662182.500000 Penalty: 3528.956055
	Iteration 10Q: 3 clusters Score -6662182 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -6662566.500000 Penalty: 3528.956055
	Iteration 11Q: 3 clusters Score -6662566 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -6662890.000000 Penalty: 3528.956055
	Iteration 12Q: 3 clusters Score -6662890 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -6663316.500000 Penalty: 3528.956055
	Iteration 13Q: 3 clusters Score -6663316 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -6663758.000000 Penalty: 3528.956055
	Iteration 14Q: 3 clusters Score -6663758 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -6664324.000000 Penalty: 3528.956055
	Iteration 15Q: 3 clusters Score -6664324 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -6664870.500000 Penalty: 3528.956055
	Iteration 16Q: 3 clusters Score -6664870 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -6665332.500000 Penalty: 3528.956055
	Iteration 17Q: 3 clusters Score -6665332 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -6665714.500000 Penalty: 3528.956055
	Iteration 18Q: 3 clusters Score -6665714 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -6666081.500000 Penalty: 3528.956055
	Iteration 19Q: 3 clusters Score -6666082 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -6666298.000000 Penalty: 3528.956055
	Iteration 20F: 3 clusters Score -6666298 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -6666490.000000 Penalty: 3528.956055
	Iteration 21Q: 3 clusters Score -6666490 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -6666623.500000 Penalty: 3528.956055
	Iteration 22Q: 3 clusters Score -6666624 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -6666681.000000 Penalty: 3528.956055
	Iteration 23Q: 3 clusters Score -6666681 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -6666765.000000 Penalty: 3528.956055
	Iteration 24Q: 3 clusters Score -6666765 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -6666836.500000 Penalty: 3528.956055
	Iteration 25Q: 3 clusters Score -6666836 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -6666905.500000 Penalty: 3528.956055
	Iteration 26Q: 3 clusters Score -6666906 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -6666946.000000 Penalty: 3528.956055
	Iteration 27Q: 3 clusters Score -6666946 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -6666970.500000 Penalty: 3528.956055
	Iteration 28Q: 3 clusters Score -6666970 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6667061.000000 Penalty: 3528.956055
	Iteration 29Q: 3 clusters Score -6667061 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -6667138.500000 Penalty: 3528.956055
	Iteration 30Q: 3 clusters Score -6667138 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6667212.500000 Penalty: 3528.956055
	Iteration 31Q: 3 clusters Score -6667212 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6667242.500000 Penalty: 3528.956055
	Iteration 32Q: 3 clusters Score -6667242 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6667277.500000 Penalty: 3528.956055
	Iteration 33Q: 3 clusters Score -6667278 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6667305.000000 Penalty: 3528.956055
	Iteration 34Q: 3 clusters Score -6667305 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6667318.000000 Penalty: 3528.956055
	Iteration 35Q: 3 clusters Score -6667318 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6667329.500000 Penalty: 3528.956055
	Iteration 36Q: 3 clusters Score -6667330 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6667361.500000 Penalty: 3528.956055
	Iteration 37Q: 3 clusters Score -6667362 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6667364.000000 Penalty: 3528.956055
	Iteration 38Q: 3 clusters Score -6667364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6667376.500000 Penalty: 3528.956055
	Iteration 39Q: 3 clusters Score -6667376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6667394.000000 Penalty: 3528.956055
	Iteration 40F: 3 clusters Score -6667394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6667415.000000 Penalty: 3528.956055
	Iteration 41Q: 3 clusters Score -6667415 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6667429.000000 Penalty: 3528.956055
	Iteration 42Q: 3 clusters Score -6667429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6667443.000000 Penalty: 3528.956055
	Iteration 43Q: 3 clusters Score -6667443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6667440.500000 Penalty: 3528.956055
	Iteration 44Q: 3 clusters Score -6667440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6667431.500000 Penalty: 3528.956055
	Iteration 45Q: 3 clusters Score -6667432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6667425.000000 Penalty: 3528.956055
	Iteration 46Q: 3 clusters Score -6667425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6667430.500000 Penalty: 3528.956055
	Iteration 47Q: 3 clusters Score -6667430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6667421.000000 Penalty: 3528.956055
	Iteration 48Q: 3 clusters Score -6667421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6667427.500000 Penalty: 3528.956055
	Iteration 49Q: 3 clusters Score -6667428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6667427.000000 Penalty: 3528.956055
	Iteration 50Q: 3 clusters Score -6667427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6667427.500000 Penalty: 3528.956055
	Iteration 51Q: 3 clusters Score -6667428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6667433.000000 Penalty: 3528.956055
	Iteration 52Q: 3 clusters Score -6667433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6667441.000000 Penalty: 3528.956055
	Iteration 53Q: 3 clusters Score -6667441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6667438.000000 Penalty: 3528.956055
	Iteration 54Q: 3 clusters Score -6667438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6667438.500000 Penalty: 3528.956055
	Iteration 55Q: 3 clusters Score -6667438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6667439.500000 Penalty: 3528.956055
	Iteration 56Q: 3 clusters Score -6667440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6667438.500000 Penalty: 3528.956055
	Iteration 57Q: 3 clusters Score -6667438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6667439.000000 Penalty: 3528.956055
	Iteration 58Q: 3 clusters Score -6667439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6667441.000000 Penalty: 3528.956055
	Iteration 59Q: 3 clusters Score -6667441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6667441.000000 Penalty: 3528.956055
	Iteration 60F: 3 clusters Score -6667441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Entering Unmasked Estep 
Score: -1418796.875000 Penalty: 1514.849365
	Iteration 0F: 2 clusters Score -1418797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1410828.250000 Penalty: 3029.698730
	Iteration 0F: 3 clusters Score -1410828 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1413508.250000 Penalty: 3029.698730
	Iteration 1F: 3 clusters Score -1413508 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1413730.250000 Penalty: 3029.698730
	Iteration 2F: 3 clusters Score -1413730 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1413902.750000 Penalty: 3029.698730
	Iteration 3Q: 3 clusters Score -1413903 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1414032.500000 Penalty: 3029.698730
	Iteration 4Q: 3 clusters Score -1414032 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1414135.375000 Penalty: 3029.698730
	Iteration 5Q: 3 clusters Score -1414135 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1414200.125000 Penalty: 3029.698730
	Iteration 6Q: 3 clusters Score -1414200 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1414256.875000 Penalty: 3029.698730
	Iteration 7Q: 3 clusters Score -1414257 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1414316.500000 Penalty: 3029.698730
	Iteration 8Q: 3 clusters Score -1414316 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1414387.375000 Penalty: 3029.698730
	Iteration 9Q: 3 clusters Score -1414387 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1414469.125000 Penalty: 3029.698730
	Iteration 10Q: 3 clusters Score -1414469 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1414566.125000 Penalty: 3029.698730
	Iteration 11Q: 3 clusters Score -1414566 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1414668.500000 Penalty: 3029.698730
	Iteration 12Q: 3 clusters Score -1414668 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1414786.250000 Penalty: 3029.698730
	Iteration 13Q: 3 clusters Score -1414786 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1414934.250000 Penalty: 3029.698730
	Iteration 14Q: 3 clusters Score -1414934 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1415099.750000 Penalty: 3029.698730
	Iteration 15Q: 3 clusters Score -1415100 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1415303.250000 Penalty: 3029.698730
	Iteration 16Q: 3 clusters Score -1415303 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1415544.250000 Penalty: 3029.698730
	Iteration 17Q: 3 clusters Score -1415544 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1415768.500000 Penalty: 3029.698730
	Iteration 18Q: 3 clusters Score -1415768 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1415988.750000 Penalty: 3029.698730
	Iteration 19Q: 3 clusters Score -1415989 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1416147.875000 Penalty: 3029.698730
	Iteration 20F: 3 clusters Score -1416148 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1416272.625000 Penalty: 3029.698730
	Iteration 21Q: 3 clusters Score -1416273 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1416380.000000 Penalty: 3029.698730
	Iteration 22Q: 3 clusters Score -1416380 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1416482.875000 Penalty: 3029.698730
	Iteration 23Q: 3 clusters Score -1416483 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1416573.375000 Penalty: 3029.698730
	Iteration 24Q: 3 clusters Score -1416573 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1416649.125000 Penalty: 3029.698730
	Iteration 25Q: 3 clusters Score -1416649 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1416722.750000 Penalty: 3029.698730
	Iteration 26Q: 3 clusters Score -1416723 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1416813.750000 Penalty: 3029.698730
	Iteration 27Q: 3 clusters Score -1416814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1416889.250000 Penalty: 3029.698730
	Iteration 28Q: 3 clusters Score -1416889 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1416958.000000 Penalty: 3029.698730
	Iteration 29Q: 3 clusters Score -1416958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1417016.375000 Penalty: 3029.698730
	Iteration 30Q: 3 clusters Score -1417016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1417086.500000 Penalty: 3029.698730
	Iteration 31Q: 3 clusters Score -1417086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1417161.500000 Penalty: 3029.698730
	Iteration 32Q: 3 clusters Score -1417162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1417229.250000 Penalty: 3029.698730
	Iteration 33Q: 3 clusters Score -1417229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1417273.500000 Penalty: 3029.698730
	Iteration 34Q: 3 clusters Score -1417274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1417303.000000 Penalty: 3029.698730
	Iteration 35Q: 3 clusters Score -1417303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1417323.000000 Penalty: 3029.698730
	Iteration 36Q: 3 clusters Score -1417323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1417346.000000 Penalty: 3029.698730
	Iteration 37Q: 3 clusters Score -1417346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1417361.875000 Penalty: 3029.698730
	Iteration 38Q: 3 clusters Score -1417362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1417371.750000 Penalty: 3029.698730
	Iteration 39Q: 3 clusters Score -1417372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1417382.750000 Penalty: 3029.698730
	Iteration 40F: 3 clusters Score -1417383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1417395.375000 Penalty: 3029.698730
	Iteration 41Q: 3 clusters Score -1417395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1417406.875000 Penalty: 3029.698730
	Iteration 42Q: 3 clusters Score -1417407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1417413.500000 Penalty: 3029.698730
	Iteration 43Q: 3 clusters Score -1417414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1417427.750000 Penalty: 3029.698730
	Iteration 44Q: 3 clusters Score -1417428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1417445.000000 Penalty: 3029.698730
	Iteration 45Q: 3 clusters Score -1417445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1417452.250000 Penalty: 3029.698730
	Iteration 46Q: 3 clusters Score -1417452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1417455.875000 Penalty: 3029.698730
	Iteration 47Q: 3 clusters Score -1417456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1417463.750000 Penalty: 3029.698730
	Iteration 48Q: 3 clusters Score -1417464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1417466.375000 Penalty: 3029.698730
	Iteration 49Q: 3 clusters Score -1417466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1417471.375000 Penalty: 3029.698730
	Iteration 50Q: 3 clusters Score -1417471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1417476.250000 Penalty: 3029.698730
	Iteration 51Q: 3 clusters Score -1417476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1417483.750000 Penalty: 3029.698730
	Iteration 52Q: 3 clusters Score -1417484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1417485.625000 Penalty: 3029.698730
	Iteration 53Q: 3 clusters Score -1417486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1417488.750000 Penalty: 3029.698730
	Iteration 54Q: 3 clusters Score -1417489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1417491.625000 Penalty: 3029.698730
	Iteration 55Q: 3 clusters Score -1417492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1417492.000000 Penalty: 3029.698730
	Iteration 56Q: 3 clusters Score -1417492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1417493.750000 Penalty: 3029.698730
	Iteration 57Q: 3 clusters Score -1417494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1417493.500000 Penalty: 3029.698730
	Iteration 58Q: 3 clusters Score -1417494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1417495.000000 Penalty: 3029.698730
	Iteration 59Q: 3 clusters Score -1417495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1417494.625000 Penalty: 3029.698730
	Iteration 60F: 3 clusters Score -1417495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1417496.125000 Penalty: 3029.698730
	Iteration 61Q: 3 clusters Score -1417496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1417497.000000 Penalty: 3029.698730
	Iteration 62Q: 3 clusters Score -1417497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1417499.500000 Penalty: 3029.698730
	Iteration 63Q: 3 clusters Score -1417500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1417501.625000 Penalty: 3029.698730
	Iteration 64Q: 3 clusters Score -1417502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1417502.625000 Penalty: 3029.698730
	Iteration 65Q: 3 clusters Score -1417503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1417503.875000 Penalty: 3029.698730
	Iteration 66Q: 3 clusters Score -1417504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1417508.500000 Penalty: 3029.698730
	Iteration 67Q: 3 clusters Score -1417508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1417508.625000 Penalty: 3029.698730
	Iteration 68Q: 3 clusters Score -1417509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1417508.625000 Penalty: 3029.698730
	Iteration 69F: 3 clusters Score -1417509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Entering Unmasked Estep 
Score: -3550388.250000 Penalty: 1663.318848
	Iteration 0F: 2 clusters Score -3550388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3531320.500000 Penalty: 3326.637695
	Iteration 0F: 3 clusters Score -3531320 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3538446.500000 Penalty: 3326.637695
	Iteration 1F: 3 clusters Score -3538446 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -3538893.750000 Penalty: 3326.637695
	Iteration 2Q: 3 clusters Score -3538894 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3539410.500000 Penalty: 3326.637695
	Iteration 3Q: 3 clusters Score -3539410 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3540069.750000 Penalty: 3326.637695
	Iteration 4F: 3 clusters Score -3540070 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3541040.750000 Penalty: 3326.637695
	Iteration 5F: 3 clusters Score -3541041 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3542460.750000 Penalty: 3326.637695
	Iteration 6F: 3 clusters Score -3542461 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3544339.750000 Penalty: 3326.637695
	Iteration 7F: 3 clusters Score -3544340 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3546260.250000 Penalty: 3326.637695
	Iteration 8F: 3 clusters Score -3546260 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3547523.500000 Penalty: 3326.637695
	Iteration 9Q: 3 clusters Score -3547524 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3548248.250000 Penalty: 3326.637695
	Iteration 10Q: 3 clusters Score -3548248 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3548624.250000 Penalty: 3326.637695
	Iteration 11Q: 3 clusters Score -3548624 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3548787.250000 Penalty: 3326.637695
	Iteration 12Q: 3 clusters Score -3548787 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3548883.000000 Penalty: 3326.637695
	Iteration 13Q: 3 clusters Score -3548883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3548931.500000 Penalty: 3326.637695
	Iteration 14Q: 3 clusters Score -3548932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3548942.250000 Penalty: 3326.637695
	Iteration 15Q: 3 clusters Score -3548942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3548965.750000 Penalty: 3326.637695
	Iteration 16Q: 3 clusters Score -3548966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3548989.250000 Penalty: 3326.637695
	Iteration 17Q: 3 clusters Score -3548989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3548992.250000 Penalty: 3326.637695
	Iteration 18Q: 3 clusters Score -3548992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3548994.000000 Penalty: 3326.637695
	Iteration 19Q: 3 clusters Score -3548994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3549002.250000 Penalty: 3326.637695
	Iteration 20F: 3 clusters Score -3549002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3549003.750000 Penalty: 3326.637695
	Iteration 21Q: 3 clusters Score -3549004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3549000.750000 Penalty: 3326.637695
	Iteration 22Q: 3 clusters Score -3549001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3549003.500000 Penalty: 3326.637695
	Iteration 23Q: 3 clusters Score -3549004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3549002.750000 Penalty: 3326.637695
	Iteration 24Q: 3 clusters Score -3549003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3549005.250000 Penalty: 3326.637695
	Iteration 25Q: 3 clusters Score -3549005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3549005.250000 Penalty: 3326.637695
	Iteration 26F: 3 clusters Score -3549005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Entering Unmasked Estep 
Score: -7650147.500000 Penalty: 1786.598877
	Iteration 0F: 2 clusters Score -7650148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -7612894.500000 Penalty: 3573.197754
	Iteration 0F: 3 clusters Score -7612894 nChanged 28032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -7628841.000000 Penalty: 3573.197754
	Iteration 1F: 3 clusters Score -7628841 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -7629880.500000 Penalty: 3573.197754
	Iteration 2Q: 3 clusters Score -7629880 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -7631676.500000 Penalty: 3573.197754
	Iteration 3F: 3 clusters Score -7631676 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -7634606.000000 Penalty: 3573.197754
	Iteration 4F: 3 clusters Score -7634606 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -7639146.000000 Penalty: 3573.197754
	Iteration 5F: 3 clusters Score -7639146 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -7644030.000000 Penalty: 3573.197754
	Iteration 6F: 3 clusters Score -7644030 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -7646961.500000 Penalty: 3573.197754
	Iteration 7F: 3 clusters Score -7646962 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -7648083.000000 Penalty: 3573.197754
	Iteration 8Q: 3 clusters Score -7648083 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -7648392.000000 Penalty: 3573.197754
	Iteration 9Q: 3 clusters Score -7648392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -7648495.000000 Penalty: 3573.197754
	Iteration 10Q: 3 clusters Score -7648495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -7648546.000000 Penalty: 3573.197754
	Iteration 11Q: 3 clusters Score -7648546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -7648591.000000 Penalty: 3573.197754
	Iteration 12Q: 3 clusters Score -7648591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -7648607.000000 Penalty: 3573.197754
	Iteration 13Q: 3 clusters Score -7648607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -7648623.000000 Penalty: 3573.197754
	Iteration 14Q: 3 clusters Score -7648623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -7648635.500000 Penalty: 3573.197754
	Iteration 15Q: 3 clusters Score -7648636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -7648634.500000 Penalty: 3573.197754
	Iteration 16Q: 3 clusters Score -7648634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -7648640.500000 Penalty: 3573.197754
	Iteration 17Q: 3 clusters Score -7648640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -7648644.500000 Penalty: 3573.197754
	Iteration 18Q: 3 clusters Score -7648644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -7648651.500000 Penalty: 3573.197754
	Iteration 19Q: 3 clusters Score -7648652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -7648654.500000 Penalty: 3573.197754
	Iteration 20F: 3 clusters Score -7648654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -7648661.000000 Penalty: 3573.197754
	Iteration 21Q: 3 clusters Score -7648661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -7648664.500000 Penalty: 3573.197754
	Iteration 22Q: 3 clusters Score -7648664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -7648665.000000 Penalty: 3573.197754
	Iteration 23Q: 3 clusters Score -7648665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -7648665.000000 Penalty: 3573.197754
	Iteration 24F: 3 clusters Score -7648665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Entering Unmasked Estep 
Score: -670043.062500 Penalty: 1390.854248
	Iteration 0F: 2 clusters Score -670043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -665901.750000 Penalty: 2781.708496
	Iteration 0F: 3 clusters Score -665901.8 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -667070.750000 Penalty: 2781.708496
	Iteration 1F: 3 clusters Score -667070.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -667241.375000 Penalty: 2781.708496
	Iteration 2F: 3 clusters Score -667241.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -667371.250000 Penalty: 2781.708496
	Iteration 3F: 3 clusters Score -667371.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -667478.000000 Penalty: 2781.708496
	Iteration 4Q: 3 clusters Score -667478 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -667589.062500 Penalty: 2781.708496
	Iteration 5Q: 3 clusters Score -667589.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -667709.500000 Penalty: 2781.708496
	Iteration 6Q: 3 clusters Score -667709.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -667863.625000 Penalty: 2781.708496
	Iteration 7Q: 3 clusters Score -667863.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -668034.062500 Penalty: 2781.708496
	Iteration 8Q: 3 clusters Score -668034.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -668211.187500 Penalty: 2781.708496
	Iteration 9Q: 3 clusters Score -668211.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -668375.562500 Penalty: 2781.708496
	Iteration 10Q: 3 clusters Score -668375.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -668496.250000 Penalty: 2781.708496
	Iteration 11Q: 3 clusters Score -668496.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -668578.562500 Penalty: 2781.708496
	Iteration 12Q: 3 clusters Score -668578.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -668650.812500 Penalty: 2781.708496
	Iteration 13Q: 3 clusters Score -668650.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -668706.187500 Penalty: 2781.708496
	Iteration 14Q: 3 clusters Score -668706.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -668759.437500 Penalty: 2781.708496
	Iteration 15Q: 3 clusters Score -668759.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -668788.250000 Penalty: 2781.708496
	Iteration 16Q: 3 clusters Score -668788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -668801.437500 Penalty: 2781.708496
	Iteration 17Q: 3 clusters Score -668801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -668807.812500 Penalty: 2781.708496
	Iteration 18Q: 3 clusters Score -668807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -668816.375000 Penalty: 2781.708496
	Iteration 19Q: 3 clusters Score -668816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -668821.125000 Penalty: 2781.708496
	Iteration 20F: 3 clusters Score -668821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -668821.562500 Penalty: 2781.708496
	Iteration 21Q: 3 clusters Score -668821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -668822.875000 Penalty: 2781.708496
	Iteration 22Q: 3 clusters Score -668822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -668822.875000 Penalty: 2781.708496
	Iteration 23F: 3 clusters Score -668822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Entering Unmasked Estep 
Score: -9710274.000000 Penalty: 1828.180176
	Iteration 0F: 2 clusters Score -9710274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -9659455.000000 Penalty: 3656.360352
	Iteration 0F: 3 clusters Score -9659455 nChanged 36734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -9680952.000000 Penalty: 3656.360352
	Iteration 1F: 3 clusters Score -9680952 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -9681930.000000 Penalty: 3656.360352
	Iteration 2Q: 3 clusters Score -9681930 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -9683253.000000 Penalty: 3656.360352
	Iteration 3Q: 3 clusters Score -9683253 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -9685321.000000 Penalty: 3656.360352
	Iteration 4F: 3 clusters Score -9685321 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -9688341.000000 Penalty: 3656.360352
	Iteration 5F: 3 clusters Score -9688341 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -9692132.000000 Penalty: 3656.360352
	Iteration 6F: 3 clusters Score -9692132 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -9696133.000000 Penalty: 3656.360352
	Iteration 7F: 3 clusters Score -9696133 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -9699758.000000 Penalty: 3656.360352
	Iteration 8F: 3 clusters Score -9699758 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -9702342.000000 Penalty: 3656.360352
	Iteration 9Q: 3 clusters Score -9702342 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -9704233.000000 Penalty: 3656.360352
	Iteration 10Q: 3 clusters Score -9704233 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -9705599.000000 Penalty: 3656.360352
	Iteration 11Q: 3 clusters Score -9705599 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -9706649.000000 Penalty: 3656.360352
	Iteration 12Q: 3 clusters Score -9706649 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -9707314.000000 Penalty: 3656.360352
	Iteration 13Q: 3 clusters Score -9707314 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -9707777.000000 Penalty: 3656.360352
	Iteration 14Q: 3 clusters Score -9707777 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -9708222.000000 Penalty: 3656.360352
	Iteration 15Q: 3 clusters Score -9708222 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -9708507.000000 Penalty: 3656.360352
	Iteration 16Q: 3 clusters Score -9708507 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -9708676.000000 Penalty: 3656.360352
	Iteration 17Q: 3 clusters Score -9708676 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -9708837.000000 Penalty: 3656.360352
	Iteration 18Q: 3 clusters Score -9708837 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -9709009.000000 Penalty: 3656.360352
	Iteration 19Q: 3 clusters Score -9709009 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -9709179.000000 Penalty: 3656.360352
	Iteration 20F: 3 clusters Score -9709179 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -9709274.000000 Penalty: 3656.360352
	Iteration 21Q: 3 clusters Score -9709274 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -9709368.000000 Penalty: 3656.360352
	Iteration 22Q: 3 clusters Score -9709368 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -9709461.000000 Penalty: 3656.360352
	Iteration 23Q: 3 clusters Score -9709461 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -9709565.000000 Penalty: 3656.360352
	Iteration 24Q: 3 clusters Score -9709565 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -9709643.000000 Penalty: 3656.360352
	Iteration 25Q: 3 clusters Score -9709643 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -9709683.000000 Penalty: 3656.360352
	Iteration 26Q: 3 clusters Score -9709683 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -9709714.000000 Penalty: 3656.360352
	Iteration 27Q: 3 clusters Score -9709714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -9709748.000000 Penalty: 3656.360352
	Iteration 28Q: 3 clusters Score -9709748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -9709759.000000 Penalty: 3656.360352
	Iteration 29Q: 3 clusters Score -9709759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -9709779.000000 Penalty: 3656.360352
	Iteration 30Q: 3 clusters Score -9709779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -9709798.000000 Penalty: 3656.360352
	Iteration 31Q: 3 clusters Score -9709798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -9709788.000000 Penalty: 3656.360352
	Iteration 32Q: 3 clusters Score -9709788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -9709789.000000 Penalty: 3656.360352
	Iteration 33Q: 3 clusters Score -9709789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -9709793.000000 Penalty: 3656.360352
	Iteration 34Q: 3 clusters Score -9709793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -9709789.000000 Penalty: 3656.360352
	Iteration 35Q: 3 clusters Score -9709789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -9709788.000000 Penalty: 3656.360352
	Iteration 36Q: 3 clusters Score -9709788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -9709798.000000 Penalty: 3656.360352
	Iteration 37Q: 3 clusters Score -9709798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -9709806.000000 Penalty: 3656.360352
	Iteration 38Q: 3 clusters Score -9709806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -9709805.000000 Penalty: 3656.360352
	Iteration 39Q: 3 clusters Score -9709805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -9709816.000000 Penalty: 3656.360352
	Iteration 40F: 3 clusters Score -9709816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -9709828.000000 Penalty: 3656.360352
	Iteration 41Q: 3 clusters Score -9709828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -9709831.000000 Penalty: 3656.360352
	Iteration 42Q: 3 clusters Score -9709831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -9709829.000000 Penalty: 3656.360352
	Iteration 43Q: 3 clusters Score -9709829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -9709833.000000 Penalty: 3656.360352
	Iteration 44Q: 3 clusters Score -9709833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -9709831.000000 Penalty: 3656.360352
	Iteration 45Q: 3 clusters Score -9709831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -9709818.000000 Penalty: 3656.360352
	Iteration 46Q: 3 clusters Score -9709818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -9709831.000000 Penalty: 3656.360352
	Iteration 47Q: 3 clusters Score -9709831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -9709840.000000 Penalty: 3656.360352
	Iteration 48Q: 3 clusters Score -9709840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -9709847.000000 Penalty: 3656.360352
	Iteration 49Q: 3 clusters Score -9709847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -9709845.000000 Penalty: 3656.360352
	Iteration 50Q: 3 clusters Score -9709845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -9709841.000000 Penalty: 3656.360352
	Iteration 51Q: 3 clusters Score -9709841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -9709839.000000 Penalty: 3656.360352
	Iteration 52Q: 3 clusters Score -9709839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -9709849.000000 Penalty: 3656.360352
	Iteration 53Q: 3 clusters Score -9709849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -9709854.000000 Penalty: 3656.360352
	Iteration 54Q: 3 clusters Score -9709854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -9709853.000000 Penalty: 3656.360352
	Iteration 55Q: 3 clusters Score -9709853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -9709855.000000 Penalty: 3656.360352
	Iteration 56Q: 3 clusters Score -9709855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -9709855.000000 Penalty: 3656.360352
	Iteration 57F: 3 clusters Score -9709855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -7146.451172 Penalty: 683.262573
	Iteration 0F: 2 clusters Score -7146.451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6752.327148 Penalty: 1366.525146
	Iteration 0F: 3 clusters Score -6752.327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6762.772461 Penalty: 1366.525146
	Iteration 1Q: 3 clusters Score -6762.772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6762.772461 Penalty: 1366.525146
	Iteration 2F: 3 clusters Score -6762.772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Entering Unmasked Estep 
Score: -4376642.500000 Penalty: 1698.292480
	Iteration 0F: 2 clusters Score -4376642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4353462.500000 Penalty: 3396.584961
	Iteration 0F: 3 clusters Score -4353462 nChanged 16054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4362700.500000 Penalty: 3396.584961
	Iteration 1F: 3 clusters Score -4362700 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -4363589.000000 Penalty: 3396.584961
	Iteration 2F: 3 clusters Score -4363589 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -4364622.500000 Penalty: 3396.584961
	Iteration 3F: 3 clusters Score -4364622 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4365886.000000 Penalty: 3396.584961
	Iteration 4F: 3 clusters Score -4365886 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4367536.500000 Penalty: 3396.584961
	Iteration 5F: 3 clusters Score -4367536 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -4369361.500000 Penalty: 3396.584961
	Iteration 6F: 3 clusters Score -4369362 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -4371095.500000 Penalty: 3396.584961
	Iteration 7F: 3 clusters Score -4371096 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -4372400.500000 Penalty: 3396.584961
	Iteration 8Q: 3 clusters Score -4372400 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -4373244.500000 Penalty: 3396.584961
	Iteration 9Q: 3 clusters Score -4373244 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -4373743.000000 Penalty: 3396.584961
	Iteration 10Q: 3 clusters Score -4373743 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4374017.500000 Penalty: 3396.584961
	Iteration 11Q: 3 clusters Score -4374018 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4374205.500000 Penalty: 3396.584961
	Iteration 12Q: 3 clusters Score -4374206 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4374337.000000 Penalty: 3396.584961
	Iteration 13Q: 3 clusters Score -4374337 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4374449.500000 Penalty: 3396.584961
	Iteration 14Q: 3 clusters Score -4374450 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4374514.500000 Penalty: 3396.584961
	Iteration 15Q: 3 clusters Score -4374514 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -4374580.500000 Penalty: 3396.584961
	Iteration 16Q: 3 clusters Score -4374580 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -4374664.000000 Penalty: 3396.584961
	Iteration 17Q: 3 clusters Score -4374664 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4374727.000000 Penalty: 3396.584961
	Iteration 18Q: 3 clusters Score -4374727 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4374771.000000 Penalty: 3396.584961
	Iteration 19Q: 3 clusters Score -4374771 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4374836.000000 Penalty: 3396.584961
	Iteration 20F: 3 clusters Score -4374836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4374889.000000 Penalty: 3396.584961
	Iteration 21Q: 3 clusters Score -4374889 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4374980.000000 Penalty: 3396.584961
	Iteration 22Q: 3 clusters Score -4374980 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4375099.000000 Penalty: 3396.584961
	Iteration 23Q: 3 clusters Score -4375099 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4375230.000000 Penalty: 3396.584961
	Iteration 24Q: 3 clusters Score -4375230 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4375348.000000 Penalty: 3396.584961
	Iteration 25Q: 3 clusters Score -4375348 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4375446.500000 Penalty: 3396.584961
	Iteration 26Q: 3 clusters Score -4375446 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -4375531.500000 Penalty: 3396.584961
	Iteration 27Q: 3 clusters Score -4375532 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4375628.500000 Penalty: 3396.584961
	Iteration 28Q: 3 clusters Score -4375628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4375692.500000 Penalty: 3396.584961
	Iteration 29Q: 3 clusters Score -4375692 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -4375792.000000 Penalty: 3396.584961
	Iteration 30Q: 3 clusters Score -4375792 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4375879.000000 Penalty: 3396.584961
	Iteration 31Q: 3 clusters Score -4375879 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4375953.500000 Penalty: 3396.584961
	Iteration 32Q: 3 clusters Score -4375954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4376014.500000 Penalty: 3396.584961
	Iteration 33Q: 3 clusters Score -4376014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4376042.500000 Penalty: 3396.584961
	Iteration 34Q: 3 clusters Score -4376042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4376061.000000 Penalty: 3396.584961
	Iteration 35Q: 3 clusters Score -4376061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4376078.000000 Penalty: 3396.584961
	Iteration 36Q: 3 clusters Score -4376078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4376082.500000 Penalty: 3396.584961
	Iteration 37Q: 3 clusters Score -4376082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4376088.000000 Penalty: 3396.584961
	Iteration 38Q: 3 clusters Score -4376088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -4376087.500000 Penalty: 3396.584961
	Iteration 39Q: 3 clusters Score -4376088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4376088.500000 Penalty: 3396.584961
	Iteration 40F: 3 clusters Score -4376088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4376097.500000 Penalty: 3396.584961
	Iteration 41Q: 3 clusters Score -4376098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -4376102.000000 Penalty: 3396.584961
	Iteration 42Q: 3 clusters Score -4376102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -4376103.500000 Penalty: 3396.584961
	Iteration 43Q: 3 clusters Score -4376104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -4376104.000000 Penalty: 3396.584961
	Iteration 44Q: 3 clusters Score -4376104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4376106.000000 Penalty: 3396.584961
	Iteration 45Q: 3 clusters Score -4376106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4376111.500000 Penalty: 3396.584961
	Iteration 46Q: 3 clusters Score -4376112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4376115.500000 Penalty: 3396.584961
	Iteration 47Q: 3 clusters Score -4376116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4376111.500000 Penalty: 3396.584961
	Iteration 48Q: 3 clusters Score -4376112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4376110.000000 Penalty: 3396.584961
	Iteration 49Q: 3 clusters Score -4376110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4376115.500000 Penalty: 3396.584961
	Iteration 50Q: 3 clusters Score -4376116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -4376116.000000 Penalty: 3396.584961
	Iteration 51Q: 3 clusters Score -4376116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4376117.500000 Penalty: 3396.584961
	Iteration 52Q: 3 clusters Score -4376118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -4376117.500000 Penalty: 3396.584961
	Iteration 53Q: 3 clusters Score -4376118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4376117.500000 Penalty: 3396.584961
	Iteration 54Q: 3 clusters Score -4376118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -4376114.500000 Penalty: 3396.584961
	Iteration 55Q: 3 clusters Score -4376114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4376110.000000 Penalty: 3396.584961
	Iteration 56Q: 3 clusters Score -4376110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4376114.000000 Penalty: 3396.584961
	Iteration 57Q: 3 clusters Score -4376114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4376117.500000 Penalty: 3396.584961
	Iteration 58Q: 3 clusters Score -4376118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4376119.000000 Penalty: 3396.584961
	Iteration 59Q: 3 clusters Score -4376119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4376120.500000 Penalty: 3396.584961
	Iteration 60F: 3 clusters Score -4376120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4376123.000000 Penalty: 3396.584961
	Iteration 61Q: 3 clusters Score -4376123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4376120.000000 Penalty: 3396.584961
	Iteration 62Q: 3 clusters Score -4376120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4376120.000000 Penalty: 3396.584961
	Iteration 63F: 3 clusters Score -4376120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Entering Unmasked Estep 
Score: -1030009.250000 Penalty: 1464.748779
	Iteration 0F: 2 clusters Score -1030009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1024023.250000 Penalty: 2929.497559
	Iteration 0F: 3 clusters Score -1024023 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1026037.250000 Penalty: 2929.497559
	Iteration 1F: 3 clusters Score -1026037 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1026272.937500 Penalty: 2929.497559
	Iteration 2F: 3 clusters Score -1026273 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1026480.625000 Penalty: 2929.497559
	Iteration 3F: 3 clusters Score -1026481 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1026681.500000 Penalty: 2929.497559
	Iteration 4Q: 3 clusters Score -1026682 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1026947.437500 Penalty: 2929.497559
	Iteration 5Q: 3 clusters Score -1026947 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1027285.250000 Penalty: 2929.497559
	Iteration 6F: 3 clusters Score -1027285 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1027687.187500 Penalty: 2929.497559
	Iteration 7F: 3 clusters Score -1027687 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1028036.125000 Penalty: 2929.497559
	Iteration 8Q: 3 clusters Score -1028036 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1028255.375000 Penalty: 2929.497559
	Iteration 9Q: 3 clusters Score -1028255 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1028373.687500 Penalty: 2929.497559
	Iteration 10Q: 3 clusters Score -1028374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1028433.250000 Penalty: 2929.497559
	Iteration 11Q: 3 clusters Score -1028433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1028473.562500 Penalty: 2929.497559
	Iteration 12Q: 3 clusters Score -1028474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1028511.500000 Penalty: 2929.497559
	Iteration 13Q: 3 clusters Score -1028512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1028541.562500 Penalty: 2929.497559
	Iteration 14Q: 3 clusters Score -1028542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1028567.000000 Penalty: 2929.497559
	Iteration 15Q: 3 clusters Score -1028567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1028590.062500 Penalty: 2929.497559
	Iteration 16Q: 3 clusters Score -1028590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1028609.375000 Penalty: 2929.497559
	Iteration 17Q: 3 clusters Score -1028609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1028624.062500 Penalty: 2929.497559
	Iteration 18Q: 3 clusters Score -1028624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1028634.312500 Penalty: 2929.497559
	Iteration 19Q: 3 clusters Score -1028634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1028642.000000 Penalty: 2929.497559
	Iteration 20F: 3 clusters Score -1028642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1028648.250000 Penalty: 2929.497559
	Iteration 21Q: 3 clusters Score -1028648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1028652.062500 Penalty: 2929.497559
	Iteration 22Q: 3 clusters Score -1028652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1028654.562500 Penalty: 2929.497559
	Iteration 23Q: 3 clusters Score -1028655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1028663.312500 Penalty: 2929.497559
	Iteration 24Q: 3 clusters Score -1028663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1028669.875000 Penalty: 2929.497559
	Iteration 25Q: 3 clusters Score -1028670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1028675.187500 Penalty: 2929.497559
	Iteration 26Q: 3 clusters Score -1028675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1028679.500000 Penalty: 2929.497559
	Iteration 27Q: 3 clusters Score -1028680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1028687.937500 Penalty: 2929.497559
	Iteration 28Q: 3 clusters Score -1028688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1028698.062500 Penalty: 2929.497559
	Iteration 29Q: 3 clusters Score -1028698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1028701.750000 Penalty: 2929.497559
	Iteration 30Q: 3 clusters Score -1028702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1028705.937500 Penalty: 2929.497559
	Iteration 31Q: 3 clusters Score -1028706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1028711.062500 Penalty: 2929.497559
	Iteration 32Q: 3 clusters Score -1028711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1028713.937500 Penalty: 2929.497559
	Iteration 33Q: 3 clusters Score -1028714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1028716.562500 Penalty: 2929.497559
	Iteration 34Q: 3 clusters Score -1028717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1028717.562500 Penalty: 2929.497559
	Iteration 35Q: 3 clusters Score -1028718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1028719.750000 Penalty: 2929.497559
	Iteration 36Q: 3 clusters Score -1028720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1028720.812500 Penalty: 2929.497559
	Iteration 37Q: 3 clusters Score -1028721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1028720.375000 Penalty: 2929.497559
	Iteration 38Q: 3 clusters Score -1028720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1028719.562500 Penalty: 2929.497559
	Iteration 39Q: 3 clusters Score -1028720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1028722.562500 Penalty: 2929.497559
	Iteration 40F: 3 clusters Score -1028723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1028722.250000 Penalty: 2929.497559
	Iteration 41Q: 3 clusters Score -1028722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1028726.562500 Penalty: 2929.497559
	Iteration 42Q: 3 clusters Score -1028727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1028727.812500 Penalty: 2929.497559
	Iteration 43Q: 3 clusters Score -1028728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1028727.187500 Penalty: 2929.497559
	Iteration 44Q: 3 clusters Score -1028727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1028726.375000 Penalty: 2929.497559
	Iteration 45Q: 3 clusters Score -1028726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1028729.312500 Penalty: 2929.497559
	Iteration 46Q: 3 clusters Score -1028729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1028729.250000 Penalty: 2929.497559
	Iteration 47Q: 3 clusters Score -1028729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1028729.937500 Penalty: 2929.497559
	Iteration 48Q: 3 clusters Score -1028730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1028729.937500 Penalty: 2929.497559
	Iteration 49Q: 3 clusters Score -1028730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1028732.187500 Penalty: 2929.497559
	Iteration 50Q: 3 clusters Score -1028732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1028733.500000 Penalty: 2929.497559
	Iteration 51Q: 3 clusters Score -1028734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1028734.625000 Penalty: 2929.497559
	Iteration 52Q: 3 clusters Score -1028735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1028733.937500 Penalty: 2929.497559
	Iteration 53Q: 3 clusters Score -1028734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1028735.250000 Penalty: 2929.497559
	Iteration 54Q: 3 clusters Score -1028735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1028736.250000 Penalty: 2929.497559
	Iteration 55Q: 3 clusters Score -1028736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1028734.000000 Penalty: 2929.497559
	Iteration 56Q: 3 clusters Score -1028734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1028736.875000 Penalty: 2929.497559
	Iteration 57Q: 3 clusters Score -1028737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1028737.250000 Penalty: 2929.497559
	Iteration 58Q: 3 clusters Score -1028737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1028736.625000 Penalty: 2929.497559
	Iteration 59Q: 3 clusters Score -1028737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1028737.250000 Penalty: 2929.497559
	Iteration 60F: 3 clusters Score -1028737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1028738.562500 Penalty: 2929.497559
	Iteration 61Q: 3 clusters Score -1028739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1028739.062500 Penalty: 2929.497559
	Iteration 62Q: 3 clusters Score -1028739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1028739.062500 Penalty: 2929.497559
	Iteration 63F: 3 clusters Score -1028739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -77667.398438 Penalty: 1069.353760
	Iteration 0F: 2 clusters Score -77667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76603.718750 Penalty: 2138.707520
	Iteration 0F: 3 clusters Score -76603.72 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77159.359375 Penalty: 2138.707520
	Iteration 1F: 3 clusters Score -77159.36 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77754.687500 Penalty: 2138.707520
	Iteration 2F: 3 clusters Score -77754.69 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -78064.046875 Penalty: 2138.707520
	Iteration 3F: 3 clusters Score -78064.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -78188.312500 Penalty: 2138.707520
	Iteration 4Q: 3 clusters Score -78188.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -78218.976562 Penalty: 2138.707520
	Iteration 5Q: 3 clusters Score -78218.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -78269.476562 Penalty: 2138.707520
	Iteration 6Q: 3 clusters Score -78269.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -78276.500000 Penalty: 2138.707520
	Iteration 7Q: 3 clusters Score -78276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -78279.945312 Penalty: 2138.707520
	Iteration 8Q: 3 clusters Score -78279.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -78279.945312 Penalty: 2138.707520
	Iteration 9F: 3 clusters Score -78279.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 20594 members 
Mstep: Class 3 contains 99077 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 51965 members 
Mstep: Class 6 contains 11183 members 
Mstep: Class 7 contains 27884 members 
Mstep: Class 8 contains 59543 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 5214 members 
Mstep: Class 13 contains 76906 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 34580 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 112 members 
Mstep: Class 20 contains 9865 members 
Entering Unmasked Estep 
Score: -65730860.000000 Penalty: 34249.644531
Splitting cluster 18 changes total score from -65731828.000000 to -65730860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (9865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Entering Unmasked Estep 
Score: -1192202.125000 Penalty: 1494.471680
	Iteration 0F: 2 clusters Score -1192202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1185129.375000 Penalty: 2988.943359
	Iteration 0F: 3 clusters Score -1185129 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1187406.500000 Penalty: 2988.943359
	Iteration 1F: 3 clusters Score -1187406 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1187800.250000 Penalty: 2988.943359
	Iteration 2F: 3 clusters Score -1187800 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1188273.375000 Penalty: 2988.943359
	Iteration 3F: 3 clusters Score -1188273 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1188786.750000 Penalty: 2988.943359
	Iteration 4F: 3 clusters Score -1188787 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1189410.625000 Penalty: 2988.943359
	Iteration 5F: 3 clusters Score -1189411 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1189969.250000 Penalty: 2988.943359
	Iteration 6F: 3 clusters Score -1189969 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1190395.875000 Penalty: 2988.943359
	Iteration 7F: 3 clusters Score -1190396 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1190702.375000 Penalty: 2988.943359
	Iteration 8Q: 3 clusters Score -1190702 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1190876.250000 Penalty: 2988.943359
	Iteration 9Q: 3 clusters Score -1190876 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1190971.625000 Penalty: 2988.943359
	Iteration 10Q: 3 clusters Score -1190972 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1191026.625000 Penalty: 2988.943359
	Iteration 11Q: 3 clusters Score -1191027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1191053.250000 Penalty: 2988.943359
	Iteration 12Q: 3 clusters Score -1191053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1191076.375000 Penalty: 2988.943359
	Iteration 13Q: 3 clusters Score -1191076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1191097.625000 Penalty: 2988.943359
	Iteration 14Q: 3 clusters Score -1191098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1191110.375000 Penalty: 2988.943359
	Iteration 15Q: 3 clusters Score -1191110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1191116.875000 Penalty: 2988.943359
	Iteration 16Q: 3 clusters Score -1191117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1191126.000000 Penalty: 2988.943359
	Iteration 17Q: 3 clusters Score -1191126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1191133.000000 Penalty: 2988.943359
	Iteration 18Q: 3 clusters Score -1191133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1191133.500000 Penalty: 2988.943359
	Iteration 19Q: 3 clusters Score -1191134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1191136.250000 Penalty: 2988.943359
	Iteration 20F: 3 clusters Score -1191136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1191139.625000 Penalty: 2988.943359
	Iteration 21Q: 3 clusters Score -1191140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1191140.625000 Penalty: 2988.943359
	Iteration 22Q: 3 clusters Score -1191141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1191141.750000 Penalty: 2988.943359
	Iteration 23Q: 3 clusters Score -1191142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1191142.375000 Penalty: 2988.943359
	Iteration 24Q: 3 clusters Score -1191142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1191142.375000 Penalty: 2988.943359
	Iteration 25F: 3 clusters Score -1191142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 20594 members 
Mstep: Class 3 contains 99077 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 51965 members 
Mstep: Class 6 contains 11183 members 
Mstep: Class 7 contains 27884 members 
Mstep: Class 8 contains 59543 members 
Mstep: Class 10 contains 5214 members 
Mstep: Class 13 contains 76906 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 34580 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 20 contains 9865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65732292.000000 Penalty: 32109.041016
Iteration 39Q: 16 clusters Score -6.573229e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 20805 members 
Mstep: Class 3 contains 98994 members 
Mstep: Class 4 contains 49311 members 
Mstep: Class 5 contains 51629 members 
Mstep: Class 6 contains 10701 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 59161 members 
Mstep: Class 10 contains 5243 members 
Mstep: Class 13 contains 78348 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 33072 members 
Mstep: Class 17 contains 8195 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 20 contains 9752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65733624.000000 Penalty: 32109.041016
Iteration 40F: 16 clusters Score -6.573362e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 20967 members 
Mstep: Class 3 contains 100100 members 
Mstep: Class 4 contains 49581 members 
Mstep: Class 5 contains 51237 members 
Mstep: Class 6 contains 10272 members 
Mstep: Class 7 contains 29931 members 
Mstep: Class 8 contains 58383 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 13 contains 79584 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 31360 members 
Mstep: Class 17 contains 8146 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 20 contains 9626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65734220.000000 Penalty: 32109.041016
Iteration 41Q: 16 clusters Score -6.573422e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 21098 members 
Mstep: Class 3 contains 100651 members 
Mstep: Class 4 contains 50120 members 
Mstep: Class 5 contains 50769 members 
Mstep: Class 6 contains 9843 members 
Mstep: Class 7 contains 31025 members 
Mstep: Class 8 contains 57596 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 13 contains 80724 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 29753 members 
Mstep: Class 17 contains 8118 members 
Mstep: Class 18 contains 697 members 
Mstep: Class 20 contains 9553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 16 clusters Score -6.573393e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 21246 members 
Mstep: Class 3 contains 100969 members 
Mstep: Class 4 contains 50872 members 
Mstep: Class 5 contains 50242 members 
Mstep: Class 6 contains 9415 members 
Mstep: Class 7 contains 32148 members 
Mstep: Class 8 contains 56874 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 13 contains 81555 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 28235 members 
Mstep: Class 17 contains 8090 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 20 contains 9472 members 
Entering Unmasked Estep 
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Iteration 43Q: 16 clusters Score -6.573422e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 21387 members 
Mstep: Class 3 contains 101147 members 
Mstep: Class 4 contains 51764 members 
Mstep: Class 5 contains 49782 members 
Mstep: Class 6 contains 9001 members 
Mstep: Class 7 contains 33326 members 
Mstep: Class 8 contains 56171 members 
Mstep: Class 10 contains 5393 members 
Mstep: Class 13 contains 82164 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 26864 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 664 members 
Mstep: Class 20 contains 9368 members 
Entering Unmasked Estep 
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Iteration 44Q: 16 clusters Score -6.573412e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 21543 members 
Mstep: Class 3 contains 101234 members 
Mstep: Class 4 contains 52829 members 
Mstep: Class 5 contains 49367 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 34436 members 
Mstep: Class 8 contains 55459 members 
Mstep: Class 10 contains 5447 members 
Mstep: Class 13 contains 82484 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 25632 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 20 contains 9284 members 
Entering Unmasked Estep 
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Iteration 45Q: 16 clusters Score -6.57343e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 21724 members 
Mstep: Class 3 contains 101215 members 
Mstep: Class 4 contains 53917 members 
Mstep: Class 5 contains 49011 members 
Mstep: Class 6 contains 8226 members 
Mstep: Class 7 contains 35564 members 
Mstep: Class 8 contains 54760 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 13 contains 82596 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 24556 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 20 contains 9177 members 
Entering Unmasked Estep 
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Iteration 46Q: 16 clusters Score -6.573455e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 21916 members 
Mstep: Class 3 contains 101165 members 
Mstep: Class 4 contains 55028 members 
Mstep: Class 5 contains 48715 members 
Mstep: Class 6 contains 7873 members 
Mstep: Class 7 contains 36737 members 
Mstep: Class 8 contains 54070 members 
Mstep: Class 10 contains 5560 members 
Mstep: Class 13 contains 82475 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 23589 members 
Mstep: Class 17 contains 7901 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 20 contains 9073 members 
Entering Unmasked Estep 
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Iteration 47Q: 16 clusters Score -6.573554e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 101104 members 
Mstep: Class 4 contains 56155 members 
Mstep: Class 5 contains 48441 members 
Mstep: Class 6 contains 7508 members 
Mstep: Class 7 contains 37945 members 
Mstep: Class 8 contains 53375 members 
Mstep: Class 10 contains 5588 members 
Mstep: Class 13 contains 82292 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 22705 members 
Mstep: Class 17 contains 7854 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 20 contains 8952 members 
Entering Unmasked Estep 
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Iteration 48Q: 16 clusters Score -6.573561e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 22355 members 
Mstep: Class 3 contains 101083 members 
Mstep: Class 4 contains 57321 members 
Mstep: Class 5 contains 48211 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 39099 members 
Mstep: Class 8 contains 52646 members 
Mstep: Class 10 contains 5628 members 
Mstep: Class 13 contains 82039 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 21880 members 
Mstep: Class 17 contains 7797 members 
Mstep: Class 18 contains 630 members 
Mstep: Class 20 contains 8831 members 
Entering Unmasked Estep 
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Iteration 49Q: 16 clusters Score -6.573588e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 22576 members 
Mstep: Class 3 contains 101047 members 
Mstep: Class 4 contains 58467 members 
Mstep: Class 5 contains 48069 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 40248 members 
Mstep: Class 8 contains 51840 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 13 contains 81806 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 21139 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 20 contains 8706 members 
Entering Unmasked Estep 
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Iteration 50Q: 16 clusters Score -6.573631e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 22788 members 
Mstep: Class 3 contains 100940 members 
Mstep: Class 4 contains 59580 members 
Mstep: Class 5 contains 47948 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 41280 members 
Mstep: Class 8 contains 51058 members 
Mstep: Class 10 contains 5674 members 
Mstep: Class 13 contains 81593 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 20482 members 
Mstep: Class 17 contains 7658 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 20 contains 8571 members 
Entering Unmasked Estep 
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Iteration 51Q: 16 clusters Score -6.573662e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 22984 members 
Mstep: Class 3 contains 100746 members 
Mstep: Class 4 contains 60666 members 
Mstep: Class 5 contains 47844 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 42291 members 
Mstep: Class 8 contains 50260 members 
Mstep: Class 10 contains 5714 members 
Mstep: Class 13 contains 81373 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19947 members 
Mstep: Class 17 contains 7572 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 20 contains 8457 members 
Entering Unmasked Estep 
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Iteration 52Q: 16 clusters Score -6.573709e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 23180 members 
Mstep: Class 3 contains 100532 members 
Mstep: Class 4 contains 61662 members 
Mstep: Class 5 contains 47716 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 43251 members 
Mstep: Class 8 contains 49524 members 
Mstep: Class 10 contains 5726 members 
Mstep: Class 13 contains 81161 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19498 members 
Mstep: Class 17 contains 7479 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 20 contains 8335 members 
Entering Unmasked Estep 
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Iteration 53Q: 16 clusters Score -6.573738e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 23349 members 
Mstep: Class 3 contains 100329 members 
Mstep: Class 4 contains 62588 members 
Mstep: Class 5 contains 47642 members 
Mstep: Class 6 contains 6026 members 
Mstep: Class 7 contains 44124 members 
Mstep: Class 8 contains 48894 members 
Mstep: Class 10 contains 5712 members 
Mstep: Class 13 contains 80958 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19104 members 
Mstep: Class 17 contains 7393 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 20 contains 8222 members 
Entering Unmasked Estep 
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Iteration 54Q: 16 clusters Score -6.573756e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 23500 members 
Mstep: Class 3 contains 100157 members 
Mstep: Class 4 contains 63461 members 
Mstep: Class 5 contains 47615 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 44938 members 
Mstep: Class 8 contains 48268 members 
Mstep: Class 10 contains 5682 members 
Mstep: Class 13 contains 80800 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 18772 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 20 contains 8126 members 
Entering Unmasked Estep 
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Iteration 55Q: 16 clusters Score -6.573778e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 23672 members 
Mstep: Class 3 contains 99985 members 
Mstep: Class 4 contains 64216 members 
Mstep: Class 5 contains 47554 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 45685 members 
Mstep: Class 8 contains 47673 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 13 contains 80644 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 18518 members 
Mstep: Class 17 contains 7218 members 
Mstep: Class 18 contains 597 members 
Mstep: Class 20 contains 8020 members 
Entering Unmasked Estep 
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Iteration 56Q: 16 clusters Score -6.573802e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 23830 members 
Mstep: Class 3 contains 99803 members 
Mstep: Class 4 contains 64961 members 
Mstep: Class 5 contains 47428 members 
Mstep: Class 6 contains 5489 members 
Mstep: Class 7 contains 46420 members 
Mstep: Class 8 contains 47112 members 
Mstep: Class 10 contains 5641 members 
Mstep: Class 13 contains 80469 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 20 contains 7922 members 
Entering Unmasked Estep 
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Iteration 57Q: 16 clusters Score -6.57383e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 23987 members 
Mstep: Class 3 contains 99643 members 
Mstep: Class 4 contains 65701 members 
Mstep: Class 5 contains 47294 members 
Mstep: Class 6 contains 5317 members 
Mstep: Class 7 contains 47119 members 
Mstep: Class 8 contains 46489 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 13 contains 80336 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 18129 members 
Mstep: Class 17 contains 7058 members 
Mstep: Class 18 contains 593 members 
Mstep: Class 20 contains 7819 members 
Entering Unmasked Estep 
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Iteration 58Q: 16 clusters Score -6.573852e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 24152 members 
Mstep: Class 3 contains 99541 members 
Mstep: Class 4 contains 66332 members 
Mstep: Class 5 contains 47158 members 
Mstep: Class 6 contains 5125 members 
Mstep: Class 7 contains 47756 members 
Mstep: Class 8 contains 45949 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 13 contains 80254 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 6983 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 20 contains 7726 members 
Entering Unmasked Estep 
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Iteration 59Q: 16 clusters Score -6.573884e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 24286 members 
Mstep: Class 3 contains 99450 members 
Mstep: Class 4 contains 66930 members 
Mstep: Class 5 contains 47045 members 
Mstep: Class 6 contains 4939 members 
Mstep: Class 7 contains 48377 members 
Mstep: Class 8 contains 45431 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 13 contains 80185 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 17794 members 
Mstep: Class 17 contains 6921 members 
Mstep: Class 18 contains 588 members 
Mstep: Class 20 contains 7648 members 
Entering Unmasked Estep 
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Iteration 60F: 16 clusters Score -6.573922e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 24409 members 
Mstep: Class 3 contains 99361 members 
Mstep: Class 4 contains 67506 members 
Mstep: Class 5 contains 46933 members 
Mstep: Class 6 contains 4767 members 
Mstep: Class 7 contains 48909 members 
Mstep: Class 8 contains 44919 members 
Mstep: Class 10 contains 5551 members 
Mstep: Class 13 contains 80125 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 17682 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 20 contains 7586 members 
Entering Unmasked Estep 
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Iteration 61Q: 16 clusters Score -6.574026e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 24552 members 
Mstep: Class 3 contains 99312 members 
Mstep: Class 4 contains 68111 members 
Mstep: Class 5 contains 46834 members 
Mstep: Class 6 contains 4594 members 
Mstep: Class 7 contains 49368 members 
Mstep: Class 8 contains 44214 members 
Mstep: Class 10 contains 5550 members 
Mstep: Class 13 contains 80168 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 17632 members 
Mstep: Class 17 contains 6758 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 20 contains 7541 members 
Entering Unmasked Estep 
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Iteration 62Q: 16 clusters Score -6.574128e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 24708 members 
Mstep: Class 3 contains 99241 members 
Mstep: Class 4 contains 68828 members 
Mstep: Class 5 contains 46710 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 49775 members 
Mstep: Class 8 contains 43368 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 13 contains 80239 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 17648 members 
Mstep: Class 17 contains 6656 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 20 contains 7480 members 
Entering Unmasked Estep 
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Iteration 63Q: 16 clusters Score -6.574244e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 24875 members 
Mstep: Class 3 contains 99157 members 
Mstep: Class 4 contains 69651 members 
Mstep: Class 5 contains 46668 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 50165 members 
Mstep: Class 8 contains 42272 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 13 contains 80441 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 17 contains 6562 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 20 contains 7412 members 
Entering Unmasked Estep 
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Iteration 64Q: 16 clusters Score -6.574388e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 25067 members 
Mstep: Class 3 contains 99046 members 
Mstep: Class 4 contains 70680 members 
Mstep: Class 5 contains 46599 members 
Mstep: Class 6 contains 4131 members 
Mstep: Class 7 contains 50563 members 
Mstep: Class 8 contains 40799 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 13 contains 80749 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 17841 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 549 members 
Mstep: Class 20 contains 7329 members 
Entering Unmasked Estep 
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Iteration 65Q: 16 clusters Score -6.574528e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 25243 members 
Mstep: Class 3 contains 98979 members 
Mstep: Class 4 contains 72008 members 
Mstep: Class 5 contains 46579 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 50953 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 10 contains 5446 members 
Mstep: Class 13 contains 81117 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 18016 members 
Mstep: Class 17 contains 6354 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 20 contains 7252 members 
Entering Unmasked Estep 
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Iteration 66Q: 16 clusters Score -6.574676e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 25427 members 
Mstep: Class 3 contains 98953 members 
Mstep: Class 4 contains 73624 members 
Mstep: Class 5 contains 46521 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 51386 members 
Mstep: Class 8 contains 36349 members 
Mstep: Class 10 contains 5422 members 
Mstep: Class 13 contains 81616 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 18260 members 
Mstep: Class 17 contains 6227 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 20 contains 7176 members 
Entering Unmasked Estep 
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Iteration 67Q: 16 clusters Score -6.57477e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 25621 members 
Mstep: Class 3 contains 99125 members 
Mstep: Class 4 contains 75232 members 
Mstep: Class 5 contains 46516 members 
Mstep: Class 6 contains 3663 members 
Mstep: Class 7 contains 51892 members 
Mstep: Class 8 contains 33357 members 
Mstep: Class 10 contains 5394 members 
Mstep: Class 13 contains 82251 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 18561 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 20 contains 7094 members 
Entering Unmasked Estep 
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Iteration 68Q: 16 clusters Score -6.574711e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 25831 members 
Mstep: Class 3 contains 99485 members 
Mstep: Class 4 contains 76644 members 
Mstep: Class 5 contains 46509 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 7 contains 52519 members 
Mstep: Class 8 contains 30139 members 
Mstep: Class 10 contains 5367 members 
Mstep: Class 13 contains 82959 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 18849 members 
Mstep: Class 17 contains 5979 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 20 contains 7008 members 
Entering Unmasked Estep 
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Iteration 69Q: 16 clusters Score -6.574516e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 26062 members 
Mstep: Class 3 contains 100113 members 
Mstep: Class 4 contains 78907 members 
Mstep: Class 5 contains 46565 members 
Mstep: Class 6 contains 3410 members 
Mstep: Class 7 contains 53233 members 
Mstep: Class 8 contains 25698 members 
Mstep: Class 10 contains 5360 members 
Mstep: Class 13 contains 83610 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19123 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 20 contains 6918 members 
Entering Unmasked Estep 
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Iteration 70Q: 16 clusters Score -6.574207e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 26274 members 
Mstep: Class 3 contains 100961 members 
Mstep: Class 4 contains 81621 members 
Mstep: Class 5 contains 46644 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 54066 members 
Mstep: Class 8 contains 20524 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 13 contains 84163 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19384 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 20 contains 6845 members 
Entering Unmasked Estep 
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Iteration 71Q: 16 clusters Score -6.573868e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 26485 members 
Mstep: Class 3 contains 101933 members 
Mstep: Class 4 contains 83919 members 
Mstep: Class 5 contains 46750 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 54985 members 
Mstep: Class 8 contains 15659 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 13 contains 84594 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19607 members 
Mstep: Class 17 contains 5633 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 20 contains 6771 members 
Entering Unmasked Estep 
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Iteration 72Q: 16 clusters Score -6.573496e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 26724 members 
Mstep: Class 3 contains 102889 members 
Mstep: Class 4 contains 84905 members 
Mstep: Class 5 contains 46814 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 55943 members 
Mstep: Class 8 contains 12256 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 13 contains 84917 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19757 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 20 contains 6702 members 
Entering Unmasked Estep 
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Iteration 73Q: 16 clusters Score -6.57327e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 26971 members 
Mstep: Class 3 contains 103681 members 
Mstep: Class 4 contains 85112 members 
Mstep: Class 5 contains 46891 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 56900 members 
Mstep: Class 8 contains 9934 members 
Mstep: Class 10 contains 5286 members 
Mstep: Class 13 contains 85172 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19831 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 20 contains 6633 members 
Entering Unmasked Estep 
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Iteration 74Q: 16 clusters Score -6.5732e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 27273 members 
Mstep: Class 3 contains 104336 members 
Mstep: Class 4 contains 85071 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 2987 members 
Mstep: Class 7 contains 57762 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 10 contains 5249 members 
Mstep: Class 13 contains 85299 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19889 members 
Mstep: Class 17 contains 5317 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 20 contains 6564 members 
Entering Unmasked Estep 
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Iteration 75Q: 16 clusters Score -6.573141e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 27545 members 
Mstep: Class 3 contains 104879 members 
Mstep: Class 4 contains 84853 members 
Mstep: Class 5 contains 46932 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 58561 members 
Mstep: Class 8 contains 7004 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 13 contains 85348 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19928 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 20 contains 6496 members 
Entering Unmasked Estep 
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Iteration 76Q: 16 clusters Score -6.573142e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 27810 members 
Mstep: Class 3 contains 105213 members 
Mstep: Class 4 contains 84636 members 
Mstep: Class 5 contains 46959 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 7 contains 59271 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 13 contains 85384 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19951 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 20 contains 6446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65731532.000000 Penalty: 32109.041016
Iteration 77Q: 16 clusters Score -6.573153e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 28113 members 
Mstep: Class 3 contains 105447 members 
Mstep: Class 4 contains 84389 members 
Mstep: Class 5 contains 46979 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 59939 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 10 contains 5137 members 
Mstep: Class 13 contains 85414 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19942 members 
Mstep: Class 17 contains 5051 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 20 contains 6389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65731516.000000 Penalty: 32109.041016
Iteration 78Q: 16 clusters Score -6.573152e+07 nChanged 3104
Entering ConstructFrom: 
Score: -65731516.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (70463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Entering Unmasked Estep 
Score: -9025956.000000 Penalty: 1813.961914
	Iteration 0F: 2 clusters Score -9025956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -8982815.000000 Penalty: 3627.923828
	Iteration 0F: 3 clusters Score -8982815 nChanged 33524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -9002056.000000 Penalty: 3627.923828
	Iteration 1F: 3 clusters Score -9002056 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -9003023.000000 Penalty: 3627.923828
	Iteration 2Q: 3 clusters Score -9003023 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -9004642.000000 Penalty: 3627.923828
	Iteration 3Q: 3 clusters Score -9004642 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -9007018.000000 Penalty: 3627.923828
	Iteration 4F: 3 clusters Score -9007018 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -9009973.000000 Penalty: 3627.923828
	Iteration 5F: 3 clusters Score -9009973 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -9013590.000000 Penalty: 3627.923828
	Iteration 6F: 3 clusters Score -9013590 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -9017106.000000 Penalty: 3627.923828
	Iteration 7F: 3 clusters Score -9017106 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -9019576.000000 Penalty: 3627.923828
	Iteration 8F: 3 clusters Score -9019576 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -9020798.000000 Penalty: 3627.923828
	Iteration 9Q: 3 clusters Score -9020798 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -9021324.000000 Penalty: 3627.923828
	Iteration 10Q: 3 clusters Score -9021324 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -9021561.000000 Penalty: 3627.923828
	Iteration 11Q: 3 clusters Score -9021561 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -9021799.000000 Penalty: 3627.923828
	Iteration 12Q: 3 clusters Score -9021799 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -9022001.000000 Penalty: 3627.923828
	Iteration 13Q: 3 clusters Score -9022001 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -9022135.000000 Penalty: 3627.923828
	Iteration 14Q: 3 clusters Score -9022135 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -9022273.000000 Penalty: 3627.923828
	Iteration 15Q: 3 clusters Score -9022273 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -9022385.000000 Penalty: 3627.923828
	Iteration 16Q: 3 clusters Score -9022385 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -9022562.000000 Penalty: 3627.923828
	Iteration 17Q: 3 clusters Score -9022562 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -9022635.000000 Penalty: 3627.923828
	Iteration 18Q: 3 clusters Score -9022635 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -9022702.000000 Penalty: 3627.923828
	Iteration 19Q: 3 clusters Score -9022702 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -9022762.000000 Penalty: 3627.923828
	Iteration 20F: 3 clusters Score -9022762 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -9022801.000000 Penalty: 3627.923828
	Iteration 21Q: 3 clusters Score -9022801 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -9022869.000000 Penalty: 3627.923828
	Iteration 22Q: 3 clusters Score -9022869 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -9022887.000000 Penalty: 3627.923828
	Iteration 23Q: 3 clusters Score -9022887 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -9022898.000000 Penalty: 3627.923828
	Iteration 24Q: 3 clusters Score -9022898 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -9022964.000000 Penalty: 3627.923828
	Iteration 25Q: 3 clusters Score -9022964 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -9022994.000000 Penalty: 3627.923828
	Iteration 26Q: 3 clusters Score -9022994 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -9023050.000000 Penalty: 3627.923828
	Iteration 27Q: 3 clusters Score -9023050 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -9023128.000000 Penalty: 3627.923828
	Iteration 28Q: 3 clusters Score -9023128 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -9023191.000000 Penalty: 3627.923828
	Iteration 29Q: 3 clusters Score -9023191 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -9023193.000000 Penalty: 3627.923828
	Iteration 30Q: 3 clusters Score -9023193 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -9023235.000000 Penalty: 3627.923828
	Iteration 31Q: 3 clusters Score -9023235 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -9023279.000000 Penalty: 3627.923828
	Iteration 32Q: 3 clusters Score -9023279 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -9023280.000000 Penalty: 3627.923828
	Iteration 33Q: 3 clusters Score -9023280 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -9023315.000000 Penalty: 3627.923828
	Iteration 34Q: 3 clusters Score -9023315 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -9023356.000000 Penalty: 3627.923828
	Iteration 35Q: 3 clusters Score -9023356 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -9023406.000000 Penalty: 3627.923828
	Iteration 36Q: 3 clusters Score -9023406 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -9023433.000000 Penalty: 3627.923828
	Iteration 37Q: 3 clusters Score -9023433 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -9023463.000000 Penalty: 3627.923828
	Iteration 38Q: 3 clusters Score -9023463 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -9023471.000000 Penalty: 3627.923828
	Iteration 39Q: 3 clusters Score -9023471 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -9023500.000000 Penalty: 3627.923828
	Iteration 40F: 3 clusters Score -9023500 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -9023503.000000 Penalty: 3627.923828
	Iteration 41Q: 3 clusters Score -9023503 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -9023502.000000 Penalty: 3627.923828
	Iteration 42Q: 3 clusters Score -9023502 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -9023531.000000 Penalty: 3627.923828
	Iteration 43Q: 3 clusters Score -9023531 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -9023565.000000 Penalty: 3627.923828
	Iteration 44Q: 3 clusters Score -9023565 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -9023565.000000 Penalty: 3627.923828
	Iteration 45Q: 3 clusters Score -9023565 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -9023560.000000 Penalty: 3627.923828
	Iteration 46Q: 3 clusters Score -9023560 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -9023586.000000 Penalty: 3627.923828
	Iteration 47Q: 3 clusters Score -9023586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -9023587.000000 Penalty: 3627.923828
	Iteration 48Q: 3 clusters Score -9023587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -9023598.000000 Penalty: 3627.923828
	Iteration 49Q: 3 clusters Score -9023598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -9023583.000000 Penalty: 3627.923828
	Iteration 50Q: 3 clusters Score -9023583 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -9023605.000000 Penalty: 3627.923828
	Iteration 51Q: 3 clusters Score -9023605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -9023599.000000 Penalty: 3627.923828
	Iteration 52Q: 3 clusters Score -9023599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -9023607.000000 Penalty: 3627.923828
	Iteration 53Q: 3 clusters Score -9023607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -9023600.000000 Penalty: 3627.923828
	Iteration 54Q: 3 clusters Score -9023600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -9023600.000000 Penalty: 3627.923828
	Iteration 55Q: 3 clusters Score -9023600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -9023591.000000 Penalty: 3627.923828
	Iteration 56Q: 3 clusters Score -9023591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -9023613.000000 Penalty: 3627.923828
	Iteration 57Q: 3 clusters Score -9023613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -9023610.000000 Penalty: 3627.923828
	Iteration 58Q: 3 clusters Score -9023610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -9023601.000000 Penalty: 3627.923828
	Iteration 59Q: 3 clusters Score -9023601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -9023608.000000 Penalty: 3627.923828
	Iteration 60F: 3 clusters Score -9023608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -9023596.000000 Penalty: 3627.923828
	Iteration 61Q: 3 clusters Score -9023596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -9023594.000000 Penalty: 3627.923828
	Iteration 62Q: 3 clusters Score -9023594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -9023590.000000 Penalty: 3627.923828
	Iteration 63Q: 3 clusters Score -9023590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -9023604.000000 Penalty: 3627.923828
	Iteration 64Q: 3 clusters Score -9023604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -9023599.000000 Penalty: 3627.923828
	Iteration 65Q: 3 clusters Score -9023599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -9023597.000000 Penalty: 3627.923828
	Iteration 66Q: 3 clusters Score -9023597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -9023606.000000 Penalty: 3627.923828
	Iteration 67Q: 3 clusters Score -9023606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -9023602.000000 Penalty: 3627.923828
	Iteration 68Q: 3 clusters Score -9023602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -9023606.000000 Penalty: 3627.923828
	Iteration 69Q: 3 clusters Score -9023606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -9023606.000000 Penalty: 3627.923828
	Iteration 70Q: 3 clusters Score -9023606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -9023607.000000 Penalty: 3627.923828
	Iteration 71Q: 3 clusters Score -9023607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -9023603.000000 Penalty: 3627.923828
	Iteration 72Q: 3 clusters Score -9023603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -9023605.000000 Penalty: 3627.923828
	Iteration 73Q: 3 clusters Score -9023605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -9023611.000000 Penalty: 3627.923828
	Iteration 74Q: 3 clusters Score -9023611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -9023607.000000 Penalty: 3627.923828
	Iteration 75Q: 3 clusters Score -9023607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -9023603.000000 Penalty: 3627.923828
	Iteration 76Q: 3 clusters Score -9023603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -9023610.000000 Penalty: 3627.923828
	Iteration 77Q: 3 clusters Score -9023610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -9023607.000000 Penalty: 3627.923828
	Iteration 78Q: 3 clusters Score -9023607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -9023610.000000 Penalty: 3627.923828
	Iteration 79Q: 3 clusters Score -9023610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -9023608.000000 Penalty: 3627.923828
	Iteration 80F: 3 clusters Score -9023608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -9023611.000000 Penalty: 3627.923828
	Iteration 81Q: 3 clusters Score -9023611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -9023606.000000 Penalty: 3627.923828
	Iteration 82Q: 3 clusters Score -9023606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -9023603.000000 Penalty: 3627.923828
	Iteration 83Q: 3 clusters Score -9023603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -9023612.000000 Penalty: 3627.923828
	Iteration 84Q: 3 clusters Score -9023612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -9023606.000000 Penalty: 3627.923828
	Iteration 85Q: 3 clusters Score -9023606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -9023608.000000 Penalty: 3627.923828
	Iteration 86Q: 3 clusters Score -9023608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -9023605.000000 Penalty: 3627.923828
	Iteration 87Q: 3 clusters Score -9023605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -9023605.000000 Penalty: 3627.923828
	Iteration 88Q: 3 clusters Score -9023605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -9023613.000000 Penalty: 3627.923828
	Iteration 89Q: 3 clusters Score -9023613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -9023611.000000 Penalty: 3627.923828
	Iteration 90Q: 3 clusters Score -9023611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -9023602.000000 Penalty: 3627.923828
	Iteration 91Q: 3 clusters Score -9023602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -9023610.000000 Penalty: 3627.923828
	Iteration 92Q: 3 clusters Score -9023610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -9023611.000000 Penalty: 3627.923828
	Iteration 93Q: 3 clusters Score -9023611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -9023607.000000 Penalty: 3627.923828
	Iteration 94Q: 3 clusters Score -9023607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -9023607.000000 Penalty: 3627.923828
	Iteration 95F: 3 clusters Score -9023607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Entering Unmasked Estep 
Score: -3527960.000000 Penalty: 1666.435669
	Iteration 0F: 2 clusters Score -3527960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3508760.750000 Penalty: 3332.871338
	Iteration 0F: 3 clusters Score -3508761 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3515997.000000 Penalty: 3332.871338
	Iteration 1F: 3 clusters Score -3515997 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3516529.000000 Penalty: 3332.871338
	Iteration 2Q: 3 clusters Score -3516529 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3517244.000000 Penalty: 3332.871338
	Iteration 3F: 3 clusters Score -3517244 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3518336.250000 Penalty: 3332.871338
	Iteration 4F: 3 clusters Score -3518336 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3519750.750000 Penalty: 3332.871338
	Iteration 5F: 3 clusters Score -3519751 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -3521337.750000 Penalty: 3332.871338
	Iteration 6F: 3 clusters Score -3521338 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3522703.750000 Penalty: 3332.871338
	Iteration 7F: 3 clusters Score -3522704 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3523904.500000 Penalty: 3332.871338
	Iteration 8Q: 3 clusters Score -3523904 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3524745.750000 Penalty: 3332.871338
	Iteration 9Q: 3 clusters Score -3524746 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3525260.500000 Penalty: 3332.871338
	Iteration 10Q: 3 clusters Score -3525260 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3525590.000000 Penalty: 3332.871338
	Iteration 11Q: 3 clusters Score -3525590 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3525827.250000 Penalty: 3332.871338
	Iteration 12Q: 3 clusters Score -3525827 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3526023.750000 Penalty: 3332.871338
	Iteration 13Q: 3 clusters Score -3526024 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3526202.000000 Penalty: 3332.871338
	Iteration 14Q: 3 clusters Score -3526202 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3526317.250000 Penalty: 3332.871338
	Iteration 15Q: 3 clusters Score -3526317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3526398.250000 Penalty: 3332.871338
	Iteration 16Q: 3 clusters Score -3526398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3526450.500000 Penalty: 3332.871338
	Iteration 17Q: 3 clusters Score -3526450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3526480.750000 Penalty: 3332.871338
	Iteration 18Q: 3 clusters Score -3526481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3526497.500000 Penalty: 3332.871338
	Iteration 19Q: 3 clusters Score -3526498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3526517.500000 Penalty: 3332.871338
	Iteration 20F: 3 clusters Score -3526518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3526525.000000 Penalty: 3332.871338
	Iteration 21Q: 3 clusters Score -3526525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3526532.750000 Penalty: 3332.871338
	Iteration 22Q: 3 clusters Score -3526533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3526539.750000 Penalty: 3332.871338
	Iteration 23Q: 3 clusters Score -3526540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3526539.250000 Penalty: 3332.871338
	Iteration 24Q: 3 clusters Score -3526539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3526542.750000 Penalty: 3332.871338
	Iteration 25Q: 3 clusters Score -3526543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3526549.500000 Penalty: 3332.871338
	Iteration 26Q: 3 clusters Score -3526550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3526552.500000 Penalty: 3332.871338
	Iteration 27Q: 3 clusters Score -3526552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3526559.000000 Penalty: 3332.871338
	Iteration 28Q: 3 clusters Score -3526559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3526559.750000 Penalty: 3332.871338
	Iteration 29Q: 3 clusters Score -3526560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3526559.250000 Penalty: 3332.871338
	Iteration 30Q: 3 clusters Score -3526559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3526560.250000 Penalty: 3332.871338
	Iteration 31Q: 3 clusters Score -3526560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3526556.250000 Penalty: 3332.871338
	Iteration 32Q: 3 clusters Score -3526556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3526566.000000 Penalty: 3332.871338
	Iteration 33Q: 3 clusters Score -3526566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3526566.500000 Penalty: 3332.871338
	Iteration 34Q: 3 clusters Score -3526566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3526573.500000 Penalty: 3332.871338
	Iteration 35Q: 3 clusters Score -3526574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3526572.250000 Penalty: 3332.871338
	Iteration 36Q: 3 clusters Score -3526572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3526573.750000 Penalty: 3332.871338
	Iteration 37Q: 3 clusters Score -3526574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3526573.500000 Penalty: 3332.871338
	Iteration 38Q: 3 clusters Score -3526574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3526573.500000 Penalty: 3332.871338
	Iteration 39F: 3 clusters Score -3526574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Entering Unmasked Estep 
Score: -13471344.000000 Penalty: 1879.710815
	Iteration 0F: 2 clusters Score -1.347134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -13412859.000000 Penalty: 3759.421631
	Iteration 0F: 3 clusters Score -1.341286e+07 nChanged 50491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -13442024.000000 Penalty: 3759.421631
	Iteration 1F: 3 clusters Score -1.344202e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -13443149.000000 Penalty: 3759.421631
	Iteration 2Q: 3 clusters Score -1.344315e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -13444683.000000 Penalty: 3759.421631
	Iteration 3Q: 3 clusters Score -1.344468e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -13447224.000000 Penalty: 3759.421631
	Iteration 4Q: 3 clusters Score -1.344722e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -13451701.000000 Penalty: 3759.421631
	Iteration 5F: 3 clusters Score -1.34517e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -13457404.000000 Penalty: 3759.421631
	Iteration 6F: 3 clusters Score -1.34574e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -13462280.000000 Penalty: 3759.421631
	Iteration 7F: 3 clusters Score -1.346228e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -13465018.000000 Penalty: 3759.421631
	Iteration 8F: 3 clusters Score -1.346502e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -13466833.000000 Penalty: 3759.421631
	Iteration 9Q: 3 clusters Score -1.346683e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -13467901.000000 Penalty: 3759.421631
	Iteration 10Q: 3 clusters Score -1.34679e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -13468370.000000 Penalty: 3759.421631
	Iteration 11Q: 3 clusters Score -1.346837e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -13468764.000000 Penalty: 3759.421631
	Iteration 12Q: 3 clusters Score -1.346876e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 102264 members 
Entering Unmasked Estep 
Score: -13468951.000000 Penalty: 3759.421631
	Iteration 13Q: 3 clusters Score -1.346895e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -13469114.000000 Penalty: 3759.421631
	Iteration 14Q: 3 clusters Score -1.346911e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 103065 members 
Entering Unmasked Estep 
Score: -13469235.000000 Penalty: 3759.421631
	Iteration 15Q: 3 clusters Score -1.346924e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -13469311.000000 Penalty: 3759.421631
	Iteration 16Q: 3 clusters Score -1.346931e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 103573 members 
Entering Unmasked Estep 
Score: -13469339.000000 Penalty: 3759.421631
	Iteration 17Q: 3 clusters Score -1.346934e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -13469349.000000 Penalty: 3759.421631
	Iteration 18Q: 3 clusters Score -1.346935e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 103890 members 
Entering Unmasked Estep 
Score: -13469402.000000 Penalty: 3759.421631
	Iteration 19Q: 3 clusters Score -1.34694e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -13469505.000000 Penalty: 3759.421631
	Iteration 20F: 3 clusters Score -1.34695e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -13469567.000000 Penalty: 3759.421631
	Iteration 21Q: 3 clusters Score -1.346957e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -13469615.000000 Penalty: 3759.421631
	Iteration 22Q: 3 clusters Score -1.346962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -13469658.000000 Penalty: 3759.421631
	Iteration 23Q: 3 clusters Score -1.346966e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -13469682.000000 Penalty: 3759.421631
	Iteration 24Q: 3 clusters Score -1.346968e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 104367 members 
Entering Unmasked Estep 
Score: -13469694.000000 Penalty: 3759.421631
	Iteration 25Q: 3 clusters Score -1.346969e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -13469728.000000 Penalty: 3759.421631
	Iteration 26Q: 3 clusters Score -1.346973e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -13469731.000000 Penalty: 3759.421631
	Iteration 27Q: 3 clusters Score -1.346973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -13469742.000000 Penalty: 3759.421631
	Iteration 28Q: 3 clusters Score -1.346974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -13469734.000000 Penalty: 3759.421631
	Iteration 29Q: 3 clusters Score -1.346973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -13469740.000000 Penalty: 3759.421631
	Iteration 30Q: 3 clusters Score -1.346974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -13469731.000000 Penalty: 3759.421631
	Iteration 31Q: 3 clusters Score -1.346973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -13469737.000000 Penalty: 3759.421631
	Iteration 32Q: 3 clusters Score -1.346974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -13469735.000000 Penalty: 3759.421631
	Iteration 33Q: 3 clusters Score -1.346974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 104545 members 
Entering Unmasked Estep 
Score: -13469721.000000 Penalty: 3759.421631
	Iteration 34Q: 3 clusters Score -1.346972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 104552 members 
Entering Unmasked Estep 
Score: -13469730.000000 Penalty: 3759.421631
	Iteration 35Q: 3 clusters Score -1.346973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -13469729.000000 Penalty: 3759.421631
	Iteration 36Q: 3 clusters Score -1.346973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -13469716.000000 Penalty: 3759.421631
	Iteration 37Q: 3 clusters Score -1.346972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -13469720.000000 Penalty: 3759.421631
	Iteration 38Q: 3 clusters Score -1.346972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -13469720.000000 Penalty: 3759.421631
	Iteration 39F: 3 clusters Score -1.346972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (84102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Entering Unmasked Estep 
Score: -10765607.000000 Penalty: 1842.715210
	Iteration 0F: 2 clusters Score -1.076561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -10726292.000000 Penalty: 3685.430420
	Iteration 0F: 3 clusters Score -1.072629e+07 nChanged 40010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -10749402.000000 Penalty: 3685.430420
	Iteration 1F: 3 clusters Score -1.07494e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -10750364.000000 Penalty: 3685.430420
	Iteration 2Q: 3 clusters Score -1.075036e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -10751979.000000 Penalty: 3685.430420
	Iteration 3Q: 3 clusters Score -1.075198e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -10754441.000000 Penalty: 3685.430420
	Iteration 4F: 3 clusters Score -1.075444e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -10757755.000000 Penalty: 3685.430420
	Iteration 5F: 3 clusters Score -1.075776e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -10761627.000000 Penalty: 3685.430420
	Iteration 6F: 3 clusters Score -1.076163e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -10764413.000000 Penalty: 3685.430420
	Iteration 7F: 3 clusters Score -1.076441e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -10765439.000000 Penalty: 3685.430420
	Iteration 8F: 3 clusters Score -1.076544e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -10765836.000000 Penalty: 3685.430420
	Iteration 9Q: 3 clusters Score -1.076584e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -10766001.000000 Penalty: 3685.430420
	Iteration 10Q: 3 clusters Score -1.0766e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -10766232.000000 Penalty: 3685.430420
	Iteration 11Q: 3 clusters Score -1.076623e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -10766597.000000 Penalty: 3685.430420
	Iteration 12Q: 3 clusters Score -1.07666e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -10766899.000000 Penalty: 3685.430420
	Iteration 13Q: 3 clusters Score -1.07669e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -10767188.000000 Penalty: 3685.430420
	Iteration 14Q: 3 clusters Score -1.076719e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -10767457.000000 Penalty: 3685.430420
	Iteration 15Q: 3 clusters Score -1.076746e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -10767680.000000 Penalty: 3685.430420
	Iteration 16Q: 3 clusters Score -1.076768e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -10767830.000000 Penalty: 3685.430420
	Iteration 17Q: 3 clusters Score -1.076783e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -10767892.000000 Penalty: 3685.430420
	Iteration 18Q: 3 clusters Score -1.076789e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -10768035.000000 Penalty: 3685.430420
	Iteration 19Q: 3 clusters Score -1.076804e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -10768182.000000 Penalty: 3685.430420
	Iteration 20F: 3 clusters Score -1.076818e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -10768164.000000 Penalty: 3685.430420
	Iteration 21Q: 3 clusters Score -1.076816e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -10768208.000000 Penalty: 3685.430420
	Iteration 22Q: 3 clusters Score -1.076821e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -10768181.000000 Penalty: 3685.430420
	Iteration 23Q: 3 clusters Score -1.076818e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -10768232.000000 Penalty: 3685.430420
	Iteration 24Q: 3 clusters Score -1.076823e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -10768226.000000 Penalty: 3685.430420
	Iteration 25Q: 3 clusters Score -1.076823e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -10768242.000000 Penalty: 3685.430420
	Iteration 26Q: 3 clusters Score -1.076824e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -10768254.000000 Penalty: 3685.430420
	Iteration 27Q: 3 clusters Score -1.076825e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -10768295.000000 Penalty: 3685.430420
	Iteration 28Q: 3 clusters Score -1.07683e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -10768293.000000 Penalty: 3685.430420
	Iteration 29Q: 3 clusters Score -1.076829e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -10768320.000000 Penalty: 3685.430420
	Iteration 30Q: 3 clusters Score -1.076832e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -10768324.000000 Penalty: 3685.430420
	Iteration 31Q: 3 clusters Score -1.076832e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -10768324.000000 Penalty: 3685.430420
	Iteration 32Q: 3 clusters Score -1.076832e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -10768371.000000 Penalty: 3685.430420
	Iteration 33Q: 3 clusters Score -1.076837e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -10768351.000000 Penalty: 3685.430420
	Iteration 34Q: 3 clusters Score -1.076835e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -10768400.000000 Penalty: 3685.430420
	Iteration 35Q: 3 clusters Score -1.07684e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -10768437.000000 Penalty: 3685.430420
	Iteration 36Q: 3 clusters Score -1.076844e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -10768455.000000 Penalty: 3685.430420
	Iteration 37Q: 3 clusters Score -1.076846e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -10768449.000000 Penalty: 3685.430420
	Iteration 38Q: 3 clusters Score -1.076845e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -10768431.000000 Penalty: 3685.430420
	Iteration 39Q: 3 clusters Score -1.076843e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -10768444.000000 Penalty: 3685.430420
	Iteration 40F: 3 clusters Score -1.076844e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -10768499.000000 Penalty: 3685.430420
	Iteration 41Q: 3 clusters Score -1.07685e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -10768513.000000 Penalty: 3685.430420
	Iteration 42Q: 3 clusters Score -1.076851e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -10768520.000000 Penalty: 3685.430420
	Iteration 43Q: 3 clusters Score -1.076852e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -10768512.000000 Penalty: 3685.430420
	Iteration 44Q: 3 clusters Score -1.076851e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -10768507.000000 Penalty: 3685.430420
	Iteration 45Q: 3 clusters Score -1.076851e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -10768495.000000 Penalty: 3685.430420
	Iteration 46Q: 3 clusters Score -1.07685e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -10768491.000000 Penalty: 3685.430420
	Iteration 47Q: 3 clusters Score -1.076849e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -10768482.000000 Penalty: 3685.430420
	Iteration 48Q: 3 clusters Score -1.076848e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -10768488.000000 Penalty: 3685.430420
	Iteration 49Q: 3 clusters Score -1.076849e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -10768517.000000 Penalty: 3685.430420
	Iteration 50Q: 3 clusters Score -1.076852e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -10768494.000000 Penalty: 3685.430420
	Iteration 51Q: 3 clusters Score -1.076849e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -10768517.000000 Penalty: 3685.430420
	Iteration 52Q: 3 clusters Score -1.076852e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -10768514.000000 Penalty: 3685.430420
	Iteration 53Q: 3 clusters Score -1.076851e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -10768514.000000 Penalty: 3685.430420
	Iteration 54Q: 3 clusters Score -1.076851e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -10768513.000000 Penalty: 3685.430420
	Iteration 55Q: 3 clusters Score -1.076851e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -10768515.000000 Penalty: 3685.430420
	Iteration 56Q: 3 clusters Score -1.076852e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -10768536.000000 Penalty: 3685.430420
	Iteration 57Q: 3 clusters Score -1.076854e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -10768527.000000 Penalty: 3685.430420
	Iteration 58Q: 3 clusters Score -1.076853e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -10768521.000000 Penalty: 3685.430420
	Iteration 59Q: 3 clusters Score -1.076852e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -10768550.000000 Penalty: 3685.430420
	Iteration 60F: 3 clusters Score -1.076855e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -10768553.000000 Penalty: 3685.430420
	Iteration 61Q: 3 clusters Score -1.076855e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -10768565.000000 Penalty: 3685.430420
	Iteration 62Q: 3 clusters Score -1.076856e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -10768564.000000 Penalty: 3685.430420
	Iteration 63Q: 3 clusters Score -1.076856e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -10768571.000000 Penalty: 3685.430420
	Iteration 64Q: 3 clusters Score -1.076857e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -10768573.000000 Penalty: 3685.430420
	Iteration 65Q: 3 clusters Score -1.076857e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -10768564.000000 Penalty: 3685.430420
	Iteration 66Q: 3 clusters Score -1.076856e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -10768553.000000 Penalty: 3685.430420
	Iteration 67Q: 3 clusters Score -1.076855e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -10768573.000000 Penalty: 3685.430420
	Iteration 68Q: 3 clusters Score -1.076857e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -10768603.000000 Penalty: 3685.430420
	Iteration 69Q: 3 clusters Score -1.07686e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -10768605.000000 Penalty: 3685.430420
	Iteration 70Q: 3 clusters Score -1.07686e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -10768594.000000 Penalty: 3685.430420
	Iteration 71Q: 3 clusters Score -1.076859e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -10768602.000000 Penalty: 3685.430420
	Iteration 72Q: 3 clusters Score -1.07686e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -10768600.000000 Penalty: 3685.430420
	Iteration 73Q: 3 clusters Score -1.07686e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -10768615.000000 Penalty: 3685.430420
	Iteration 74Q: 3 clusters Score -1.076862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -10768631.000000 Penalty: 3685.430420
	Iteration 75Q: 3 clusters Score -1.076863e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -10768616.000000 Penalty: 3685.430420
	Iteration 76Q: 3 clusters Score -1.076862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -10768626.000000 Penalty: 3685.430420
	Iteration 77Q: 3 clusters Score -1.076863e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -10768624.000000 Penalty: 3685.430420
	Iteration 78Q: 3 clusters Score -1.076862e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -10768641.000000 Penalty: 3685.430420
	Iteration 79Q: 3 clusters Score -1.076864e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -10768624.000000 Penalty: 3685.430420
	Iteration 80F: 3 clusters Score -1.076862e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -10768634.000000 Penalty: 3685.430420
	Iteration 81Q: 3 clusters Score -1.076863e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -10768624.000000 Penalty: 3685.430420
	Iteration 82Q: 3 clusters Score -1.076862e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -10768627.000000 Penalty: 3685.430420
	Iteration 83Q: 3 clusters Score -1.076863e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -10768652.000000 Penalty: 3685.430420
	Iteration 84Q: 3 clusters Score -1.076865e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -10768647.000000 Penalty: 3685.430420
	Iteration 85Q: 3 clusters Score -1.076865e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -10768642.000000 Penalty: 3685.430420
	Iteration 86Q: 3 clusters Score -1.076864e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -10768626.000000 Penalty: 3685.430420
	Iteration 87Q: 3 clusters Score -1.076863e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -10768630.000000 Penalty: 3685.430420
	Iteration 88Q: 3 clusters Score -1.076863e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -10768627.000000 Penalty: 3685.430420
	Iteration 89Q: 3 clusters Score -1.076863e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -10768642.000000 Penalty: 3685.430420
	Iteration 90Q: 3 clusters Score -1.076864e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -10768651.000000 Penalty: 3685.430420
	Iteration 91Q: 3 clusters Score -1.076865e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -10768665.000000 Penalty: 3685.430420
	Iteration 92Q: 3 clusters Score -1.076866e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -10768694.000000 Penalty: 3685.430420
	Iteration 93Q: 3 clusters Score -1.076869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -10768675.000000 Penalty: 3685.430420
	Iteration 94Q: 3 clusters Score -1.076868e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -10768679.000000 Penalty: 3685.430420
	Iteration 95Q: 3 clusters Score -1.076868e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -10768684.000000 Penalty: 3685.430420
	Iteration 96Q: 3 clusters Score -1.076868e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -10768684.000000 Penalty: 3685.430420
	Iteration 97Q: 3 clusters Score -1.076868e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -10768685.000000 Penalty: 3685.430420
	Iteration 98Q: 3 clusters Score -1.076868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -10768675.000000 Penalty: 3685.430420
	Iteration 99Q: 3 clusters Score -1.076868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -10768675.000000 Penalty: 3685.430420
	Iteration 100F: 3 clusters Score -1.076868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -10768679.000000 Penalty: 3685.430420
	Iteration 101Q: 3 clusters Score -1.076868e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -10768692.000000 Penalty: 3685.430420
	Iteration 102Q: 3 clusters Score -1.076869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -10768682.000000 Penalty: 3685.430420
	Iteration 103Q: 3 clusters Score -1.076868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -10768684.000000 Penalty: 3685.430420
	Iteration 104Q: 3 clusters Score -1.076868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -10768682.000000 Penalty: 3685.430420
	Iteration 105Q: 3 clusters Score -1.076868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -10768692.000000 Penalty: 3685.430420
	Iteration 106Q: 3 clusters Score -1.076869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -10768684.000000 Penalty: 3685.430420
	Iteration 107Q: 3 clusters Score -1.076868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -10768697.000000 Penalty: 3685.430420
	Iteration 108Q: 3 clusters Score -1.07687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -10768684.000000 Penalty: 3685.430420
	Iteration 109Q: 3 clusters Score -1.076868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -10768684.000000 Penalty: 3685.430420
	Iteration 110Q: 3 clusters Score -1.076868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -10768674.000000 Penalty: 3685.430420
	Iteration 111Q: 3 clusters Score -1.076867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -10768673.000000 Penalty: 3685.430420
	Iteration 112Q: 3 clusters Score -1.076867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -10768674.000000 Penalty: 3685.430420
	Iteration 113Q: 3 clusters Score -1.076867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -10768681.000000 Penalty: 3685.430420
	Iteration 114Q: 3 clusters Score -1.076868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -10768667.000000 Penalty: 3685.430420
	Iteration 115Q: 3 clusters Score -1.076867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -10768672.000000 Penalty: 3685.430420
	Iteration 116Q: 3 clusters Score -1.076867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -10768671.000000 Penalty: 3685.430420
	Iteration 117Q: 3 clusters Score -1.076867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -10768666.000000 Penalty: 3685.430420
	Iteration 118Q: 3 clusters Score -1.076867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -10768671.000000 Penalty: 3685.430420
	Iteration 119Q: 3 clusters Score -1.076867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -10768684.000000 Penalty: 3685.430420
	Iteration 120F: 3 clusters Score -1.076868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -10768700.000000 Penalty: 3685.430420
	Iteration 121Q: 3 clusters Score -1.07687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -10768691.000000 Penalty: 3685.430420
	Iteration 122Q: 3 clusters Score -1.076869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -10768688.000000 Penalty: 3685.430420
	Iteration 123Q: 3 clusters Score -1.076869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -10768692.000000 Penalty: 3685.430420
	Iteration 124Q: 3 clusters Score -1.076869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -10768684.000000 Penalty: 3685.430420
	Iteration 125Q: 3 clusters Score -1.076868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -10768688.000000 Penalty: 3685.430420
	Iteration 126Q: 3 clusters Score -1.076869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -10768688.000000 Penalty: 3685.430420
	Iteration 127Q: 3 clusters Score -1.076869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -10768699.000000 Penalty: 3685.430420
	Iteration 128Q: 3 clusters Score -1.07687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -10768694.000000 Penalty: 3685.430420
	Iteration 129Q: 3 clusters Score -1.076869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -10768698.000000 Penalty: 3685.430420
	Iteration 130Q: 3 clusters Score -1.07687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -10768695.000000 Penalty: 3685.430420
	Iteration 131Q: 3 clusters Score -1.07687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -10768713.000000 Penalty: 3685.430420
	Iteration 132Q: 3 clusters Score -1.076871e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -10768721.000000 Penalty: 3685.430420
	Iteration 133Q: 3 clusters Score -1.076872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -10768738.000000 Penalty: 3685.430420
	Iteration 134Q: 3 clusters Score -1.076874e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -10768756.000000 Penalty: 3685.430420
	Iteration 135Q: 3 clusters Score -1.076876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -10768746.000000 Penalty: 3685.430420
	Iteration 136Q: 3 clusters Score -1.076875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -10768748.000000 Penalty: 3685.430420
	Iteration 137Q: 3 clusters Score -1.076875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -10768743.000000 Penalty: 3685.430420
	Iteration 138Q: 3 clusters Score -1.076874e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -10768739.000000 Penalty: 3685.430420
	Iteration 139Q: 3 clusters Score -1.076874e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -10768765.000000 Penalty: 3685.430420
	Iteration 140F: 3 clusters Score -1.076876e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -10768761.000000 Penalty: 3685.430420
	Iteration 141Q: 3 clusters Score -1.076876e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -10768800.000000 Penalty: 3685.430420
	Iteration 142Q: 3 clusters Score -1.07688e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -10768799.000000 Penalty: 3685.430420
	Iteration 143Q: 3 clusters Score -1.07688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -10768827.000000 Penalty: 3685.430420
	Iteration 144Q: 3 clusters Score -1.076883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -10768817.000000 Penalty: 3685.430420
	Iteration 145Q: 3 clusters Score -1.076882e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -10768818.000000 Penalty: 3685.430420
	Iteration 146Q: 3 clusters Score -1.076882e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -10768816.000000 Penalty: 3685.430420
	Iteration 147Q: 3 clusters Score -1.076882e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -10768825.000000 Penalty: 3685.430420
	Iteration 148Q: 3 clusters Score -1.076882e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -10768820.000000 Penalty: 3685.430420
	Iteration 149Q: 3 clusters Score -1.076882e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -10768847.000000 Penalty: 3685.430420
	Iteration 150Q: 3 clusters Score -1.076885e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -10768846.000000 Penalty: 3685.430420
	Iteration 151Q: 3 clusters Score -1.076885e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -10768844.000000 Penalty: 3685.430420
	Iteration 152Q: 3 clusters Score -1.076884e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -10768831.000000 Penalty: 3685.430420
	Iteration 153Q: 3 clusters Score -1.076883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -10768844.000000 Penalty: 3685.430420
	Iteration 154Q: 3 clusters Score -1.076884e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -10768850.000000 Penalty: 3685.430420
	Iteration 155Q: 3 clusters Score -1.076885e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -10768874.000000 Penalty: 3685.430420
	Iteration 156Q: 3 clusters Score -1.076887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -10768872.000000 Penalty: 3685.430420
	Iteration 157Q: 3 clusters Score -1.076887e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -10768854.000000 Penalty: 3685.430420
	Iteration 158Q: 3 clusters Score -1.076885e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -10768859.000000 Penalty: 3685.430420
	Iteration 159Q: 3 clusters Score -1.076886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -10768857.000000 Penalty: 3685.430420
	Iteration 160F: 3 clusters Score -1.076886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -10768865.000000 Penalty: 3685.430420
	Iteration 161Q: 3 clusters Score -1.076886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -10768867.000000 Penalty: 3685.430420
	Iteration 162Q: 3 clusters Score -1.076887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -10768862.000000 Penalty: 3685.430420
	Iteration 163Q: 3 clusters Score -1.076886e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -10768871.000000 Penalty: 3685.430420
	Iteration 164Q: 3 clusters Score -1.076887e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -10768883.000000 Penalty: 3685.430420
	Iteration 165Q: 3 clusters Score -1.076888e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -10768888.000000 Penalty: 3685.430420
	Iteration 166Q: 3 clusters Score -1.076889e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -10768894.000000 Penalty: 3685.430420
	Iteration 167Q: 3 clusters Score -1.076889e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -10768912.000000 Penalty: 3685.430420
	Iteration 168Q: 3 clusters Score -1.076891e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -10768917.000000 Penalty: 3685.430420
	Iteration 169Q: 3 clusters Score -1.076892e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -10768935.000000 Penalty: 3685.430420
	Iteration 170Q: 3 clusters Score -1.076894e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -10768931.000000 Penalty: 3685.430420
	Iteration 171Q: 3 clusters Score -1.076893e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -10768916.000000 Penalty: 3685.430420
	Iteration 172Q: 3 clusters Score -1.076892e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -10768929.000000 Penalty: 3685.430420
	Iteration 173Q: 3 clusters Score -1.076893e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -10768945.000000 Penalty: 3685.430420
	Iteration 174Q: 3 clusters Score -1.076894e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -10768955.000000 Penalty: 3685.430420
	Iteration 175Q: 3 clusters Score -1.076896e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -10768949.000000 Penalty: 3685.430420
	Iteration 176Q: 3 clusters Score -1.076895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -10768954.000000 Penalty: 3685.430420
	Iteration 177Q: 3 clusters Score -1.076895e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -10768967.000000 Penalty: 3685.430420
	Iteration 178Q: 3 clusters Score -1.076897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -10768960.000000 Penalty: 3685.430420
	Iteration 179Q: 3 clusters Score -1.076896e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -10768953.000000 Penalty: 3685.430420
	Iteration 180F: 3 clusters Score -1.076895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -10768927.000000 Penalty: 3685.430420
	Iteration 181Q: 3 clusters Score -1.076893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -10768947.000000 Penalty: 3685.430420
	Iteration 182Q: 3 clusters Score -1.076895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -10768936.000000 Penalty: 3685.430420
	Iteration 183Q: 3 clusters Score -1.076894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -10768933.000000 Penalty: 3685.430420
	Iteration 184Q: 3 clusters Score -1.076893e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -10768948.000000 Penalty: 3685.430420
	Iteration 185Q: 3 clusters Score -1.076895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -10768964.000000 Penalty: 3685.430420
	Iteration 186Q: 3 clusters Score -1.076896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -10768964.000000 Penalty: 3685.430420
	Iteration 187Q: 3 clusters Score -1.076896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -10768976.000000 Penalty: 3685.430420
	Iteration 188Q: 3 clusters Score -1.076898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -10768987.000000 Penalty: 3685.430420
	Iteration 189Q: 3 clusters Score -1.076899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -10768970.000000 Penalty: 3685.430420
	Iteration 190Q: 3 clusters Score -1.076897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -10768978.000000 Penalty: 3685.430420
	Iteration 191Q: 3 clusters Score -1.076898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -10768967.000000 Penalty: 3685.430420
	Iteration 192Q: 3 clusters Score -1.076897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -10768971.000000 Penalty: 3685.430420
	Iteration 193Q: 3 clusters Score -1.076897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -10768980.000000 Penalty: 3685.430420
	Iteration 194Q: 3 clusters Score -1.076898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -10768973.000000 Penalty: 3685.430420
	Iteration 195Q: 3 clusters Score -1.076897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -10768962.000000 Penalty: 3685.430420
	Iteration 196Q: 3 clusters Score -1.076896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -10768956.000000 Penalty: 3685.430420
	Iteration 197Q: 3 clusters Score -1.076896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -10768946.000000 Penalty: 3685.430420
	Iteration 198Q: 3 clusters Score -1.076895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -10768962.000000 Penalty: 3685.430420
	Iteration 199Q: 3 clusters Score -1.076896e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -10768952.000000 Penalty: 3685.430420
	Iteration 200F: 3 clusters Score -1.076895e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -10768960.000000 Penalty: 3685.430420
	Iteration 201Q: 3 clusters Score -1.076896e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -10768967.000000 Penalty: 3685.430420
	Iteration 202Q: 3 clusters Score -1.076897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -10768967.000000 Penalty: 3685.430420
	Iteration 203Q: 3 clusters Score -1.076897e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -10768962.000000 Penalty: 3685.430420
	Iteration 204Q: 3 clusters Score -1.076896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -10768957.000000 Penalty: 3685.430420
	Iteration 205Q: 3 clusters Score -1.076896e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -10768964.000000 Penalty: 3685.430420
	Iteration 206Q: 3 clusters Score -1.076896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -10768942.000000 Penalty: 3685.430420
	Iteration 207Q: 3 clusters Score -1.076894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -10768945.000000 Penalty: 3685.430420
	Iteration 208Q: 3 clusters Score -1.076894e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -10768938.000000 Penalty: 3685.430420
	Iteration 209Q: 3 clusters Score -1.076894e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -10768957.000000 Penalty: 3685.430420
	Iteration 210Q: 3 clusters Score -1.076896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -10768947.000000 Penalty: 3685.430420
	Iteration 211Q: 3 clusters Score -1.076895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -10768933.000000 Penalty: 3685.430420
	Iteration 212Q: 3 clusters Score -1.076893e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -10768930.000000 Penalty: 3685.430420
	Iteration 213Q: 3 clusters Score -1.076893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -10768938.000000 Penalty: 3685.430420
	Iteration 214Q: 3 clusters Score -1.076894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -10768946.000000 Penalty: 3685.430420
	Iteration 215Q: 3 clusters Score -1.076895e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -10768939.000000 Penalty: 3685.430420
	Iteration 216Q: 3 clusters Score -1.076894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -10768949.000000 Penalty: 3685.430420
	Iteration 217Q: 3 clusters Score -1.076895e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -10768946.000000 Penalty: 3685.430420
	Iteration 218Q: 3 clusters Score -1.076895e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -10768965.000000 Penalty: 3685.430420
	Iteration 219Q: 3 clusters Score -1.076896e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -10768956.000000 Penalty: 3685.430420
	Iteration 220F: 3 clusters Score -1.076896e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -10768967.000000 Penalty: 3685.430420
	Iteration 221Q: 3 clusters Score -1.076897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -10768988.000000 Penalty: 3685.430420
	Iteration 222Q: 3 clusters Score -1.076899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -10768975.000000 Penalty: 3685.430420
	Iteration 223Q: 3 clusters Score -1.076898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -10768972.000000 Penalty: 3685.430420
	Iteration 224Q: 3 clusters Score -1.076897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -10768953.000000 Penalty: 3685.430420
	Iteration 225Q: 3 clusters Score -1.076895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -10768947.000000 Penalty: 3685.430420
	Iteration 226Q: 3 clusters Score -1.076895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -10768944.000000 Penalty: 3685.430420
	Iteration 227Q: 3 clusters Score -1.076894e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -10768966.000000 Penalty: 3685.430420
	Iteration 228Q: 3 clusters Score -1.076897e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -10768970.000000 Penalty: 3685.430420
	Iteration 229Q: 3 clusters Score -1.076897e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -10768969.000000 Penalty: 3685.430420
	Iteration 230Q: 3 clusters Score -1.076897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -10768987.000000 Penalty: 3685.430420
	Iteration 231Q: 3 clusters Score -1.076899e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -10769018.000000 Penalty: 3685.430420
	Iteration 232Q: 3 clusters Score -1.076902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -10769026.000000 Penalty: 3685.430420
	Iteration 233Q: 3 clusters Score -1.076903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -10769025.000000 Penalty: 3685.430420
	Iteration 234Q: 3 clusters Score -1.076902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -10769002.000000 Penalty: 3685.430420
	Iteration 235Q: 3 clusters Score -1.0769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -10769015.000000 Penalty: 3685.430420
	Iteration 236Q: 3 clusters Score -1.076902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -10769014.000000 Penalty: 3685.430420
	Iteration 237Q: 3 clusters Score -1.076901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -10769019.000000 Penalty: 3685.430420
	Iteration 238Q: 3 clusters Score -1.076902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -10769016.000000 Penalty: 3685.430420
	Iteration 239Q: 3 clusters Score -1.076902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -10769030.000000 Penalty: 3685.430420
	Iteration 240F: 3 clusters Score -1.076903e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -10769044.000000 Penalty: 3685.430420
	Iteration 241Q: 3 clusters Score -1.076904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -10769043.000000 Penalty: 3685.430420
	Iteration 242Q: 3 clusters Score -1.076904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -10769038.000000 Penalty: 3685.430420
	Iteration 243Q: 3 clusters Score -1.076904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -10769030.000000 Penalty: 3685.430420
	Iteration 244Q: 3 clusters Score -1.076903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -10769024.000000 Penalty: 3685.430420
	Iteration 245Q: 3 clusters Score -1.076902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -10769011.000000 Penalty: 3685.430420
	Iteration 246Q: 3 clusters Score -1.076901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -10768998.000000 Penalty: 3685.430420
	Iteration 247Q: 3 clusters Score -1.0769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -10768998.000000 Penalty: 3685.430420
	Iteration 248Q: 3 clusters Score -1.0769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -10768998.000000 Penalty: 3685.430420
	Iteration 249Q: 3 clusters Score -1.0769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -10769015.000000 Penalty: 3685.430420
	Iteration 250Q: 3 clusters Score -1.076902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -10769010.000000 Penalty: 3685.430420
	Iteration 251Q: 3 clusters Score -1.076901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -10769004.000000 Penalty: 3685.430420
	Iteration 252Q: 3 clusters Score -1.0769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -10769016.000000 Penalty: 3685.430420
	Iteration 253Q: 3 clusters Score -1.076902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -10769018.000000 Penalty: 3685.430420
	Iteration 254Q: 3 clusters Score -1.076902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -10768992.000000 Penalty: 3685.430420
	Iteration 255Q: 3 clusters Score -1.076899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -10768993.000000 Penalty: 3685.430420
	Iteration 256Q: 3 clusters Score -1.076899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -10768987.000000 Penalty: 3685.430420
	Iteration 257Q: 3 clusters Score -1.076899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -10769002.000000 Penalty: 3685.430420
	Iteration 258Q: 3 clusters Score -1.0769e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -10769008.000000 Penalty: 3685.430420
	Iteration 259Q: 3 clusters Score -1.076901e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -10769000.000000 Penalty: 3685.430420
	Iteration 260F: 3 clusters Score -1.0769e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -10769005.000000 Penalty: 3685.430420
	Iteration 261Q: 3 clusters Score -1.0769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -10769000.000000 Penalty: 3685.430420
	Iteration 262Q: 3 clusters Score -1.0769e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -10769006.000000 Penalty: 3685.430420
	Iteration 263Q: 3 clusters Score -1.076901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -10769010.000000 Penalty: 3685.430420
	Iteration 264Q: 3 clusters Score -1.076901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -10769016.000000 Penalty: 3685.430420
	Iteration 265Q: 3 clusters Score -1.076902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -10769012.000000 Penalty: 3685.430420
	Iteration 266Q: 3 clusters Score -1.076901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -10769016.000000 Penalty: 3685.430420
	Iteration 267Q: 3 clusters Score -1.076902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -10769009.000000 Penalty: 3685.430420
	Iteration 268Q: 3 clusters Score -1.076901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -10769016.000000 Penalty: 3685.430420
	Iteration 269Q: 3 clusters Score -1.076902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -10769019.000000 Penalty: 3685.430420
	Iteration 270Q: 3 clusters Score -1.076902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -10769027.000000 Penalty: 3685.430420
	Iteration 271Q: 3 clusters Score -1.076903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -10769014.000000 Penalty: 3685.430420
	Iteration 272Q: 3 clusters Score -1.076901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -10769007.000000 Penalty: 3685.430420
	Iteration 273Q: 3 clusters Score -1.076901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -10768995.000000 Penalty: 3685.430420
	Iteration 274Q: 3 clusters Score -1.0769e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -10769002.000000 Penalty: 3685.430420
	Iteration 275Q: 3 clusters Score -1.0769e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -10768999.000000 Penalty: 3685.430420
	Iteration 276Q: 3 clusters Score -1.0769e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -10769005.000000 Penalty: 3685.430420
	Iteration 277Q: 3 clusters Score -1.0769e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -10769002.000000 Penalty: 3685.430420
	Iteration 278Q: 3 clusters Score -1.0769e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -10769001.000000 Penalty: 3685.430420
	Iteration 279Q: 3 clusters Score -1.0769e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -10769011.000000 Penalty: 3685.430420
	Iteration 280F: 3 clusters Score -1.076901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -10769004.000000 Penalty: 3685.430420
	Iteration 281Q: 3 clusters Score -1.0769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -10769005.000000 Penalty: 3685.430420
	Iteration 282Q: 3 clusters Score -1.0769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -10769012.000000 Penalty: 3685.430420
	Iteration 283Q: 3 clusters Score -1.076901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -10769015.000000 Penalty: 3685.430420
	Iteration 284Q: 3 clusters Score -1.076902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -10769035.000000 Penalty: 3685.430420
	Iteration 285Q: 3 clusters Score -1.076904e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -10769038.000000 Penalty: 3685.430420
	Iteration 286Q: 3 clusters Score -1.076904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -10769031.000000 Penalty: 3685.430420
	Iteration 287Q: 3 clusters Score -1.076903e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -10769035.000000 Penalty: 3685.430420
	Iteration 288Q: 3 clusters Score -1.076904e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -10769039.000000 Penalty: 3685.430420
	Iteration 289Q: 3 clusters Score -1.076904e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -10769039.000000 Penalty: 3685.430420
	Iteration 290Q: 3 clusters Score -1.076904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -10769030.000000 Penalty: 3685.430420
	Iteration 291Q: 3 clusters Score -1.076903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -10769030.000000 Penalty: 3685.430420
	Iteration 292Q: 3 clusters Score -1.076903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -10769033.000000 Penalty: 3685.430420
	Iteration 293Q: 3 clusters Score -1.076903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -10769030.000000 Penalty: 3685.430420
	Iteration 294Q: 3 clusters Score -1.076903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -10769033.000000 Penalty: 3685.430420
	Iteration 295Q: 3 clusters Score -1.076903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -10769029.000000 Penalty: 3685.430420
	Iteration 296Q: 3 clusters Score -1.076903e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -10769040.000000 Penalty: 3685.430420
	Iteration 297Q: 3 clusters Score -1.076904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -10769031.000000 Penalty: 3685.430420
	Iteration 298Q: 3 clusters Score -1.076903e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -10769017.000000 Penalty: 3685.430420
	Iteration 299Q: 3 clusters Score -1.076902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -10769014.000000 Penalty: 3685.430420
	Iteration 300F: 3 clusters Score -1.076901e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -10768978.000000 Penalty: 3685.430420
	Iteration 301Q: 3 clusters Score -1.076898e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -10768976.000000 Penalty: 3685.430420
	Iteration 302Q: 3 clusters Score -1.076898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -10768967.000000 Penalty: 3685.430420
	Iteration 303Q: 3 clusters Score -1.076897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -10768956.000000 Penalty: 3685.430420
	Iteration 304Q: 3 clusters Score -1.076896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -10768983.000000 Penalty: 3685.430420
	Iteration 305Q: 3 clusters Score -1.076898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -10768993.000000 Penalty: 3685.430420
	Iteration 306Q: 3 clusters Score -1.076899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -10769000.000000 Penalty: 3685.430420
	Iteration 307Q: 3 clusters Score -1.0769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -10769002.000000 Penalty: 3685.430420
	Iteration 308Q: 3 clusters Score -1.0769e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -10769006.000000 Penalty: 3685.430420
	Iteration 309Q: 3 clusters Score -1.076901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -10769003.000000 Penalty: 3685.430420
	Iteration 310Q: 3 clusters Score -1.0769e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -10769026.000000 Penalty: 3685.430420
	Iteration 311Q: 3 clusters Score -1.076903e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -10769042.000000 Penalty: 3685.430420
	Iteration 312Q: 3 clusters Score -1.076904e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -10769053.000000 Penalty: 3685.430420
	Iteration 313Q: 3 clusters Score -1.076905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -10769036.000000 Penalty: 3685.430420
	Iteration 314Q: 3 clusters Score -1.076904e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -10769032.000000 Penalty: 3685.430420
	Iteration 315Q: 3 clusters Score -1.076903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -10769025.000000 Penalty: 3685.430420
	Iteration 316Q: 3 clusters Score -1.076902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -10769012.000000 Penalty: 3685.430420
	Iteration 317Q: 3 clusters Score -1.076901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -10769016.000000 Penalty: 3685.430420
	Iteration 318Q: 3 clusters Score -1.076902e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -10769016.000000 Penalty: 3685.430420
	Iteration 319Q: 3 clusters Score -1.076902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -10769007.000000 Penalty: 3685.430420
	Iteration 320F: 3 clusters Score -1.076901e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -10768991.000000 Penalty: 3685.430420
	Iteration 321Q: 3 clusters Score -1.076899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -10768980.000000 Penalty: 3685.430420
	Iteration 322Q: 3 clusters Score -1.076898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -10768985.000000 Penalty: 3685.430420
	Iteration 323Q: 3 clusters Score -1.076898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -10768981.000000 Penalty: 3685.430420
	Iteration 324Q: 3 clusters Score -1.076898e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -10768974.000000 Penalty: 3685.430420
	Iteration 325Q: 3 clusters Score -1.076897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -10768966.000000 Penalty: 3685.430420
	Iteration 326Q: 3 clusters Score -1.076897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -10768965.000000 Penalty: 3685.430420
	Iteration 327Q: 3 clusters Score -1.076896e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -10768968.000000 Penalty: 3685.430420
	Iteration 328Q: 3 clusters Score -1.076897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -10768960.000000 Penalty: 3685.430420
	Iteration 329Q: 3 clusters Score -1.076896e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -10768978.000000 Penalty: 3685.430420
	Iteration 330Q: 3 clusters Score -1.076898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -10768978.000000 Penalty: 3685.430420
	Iteration 331Q: 3 clusters Score -1.076898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -10768982.000000 Penalty: 3685.430420
	Iteration 332Q: 3 clusters Score -1.076898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -10768979.000000 Penalty: 3685.430420
	Iteration 333Q: 3 clusters Score -1.076898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -10768984.000000 Penalty: 3685.430420
	Iteration 334Q: 3 clusters Score -1.076898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -10768989.000000 Penalty: 3685.430420
	Iteration 335Q: 3 clusters Score -1.076899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -10768986.000000 Penalty: 3685.430420
	Iteration 336Q: 3 clusters Score -1.076899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -10768989.000000 Penalty: 3685.430420
	Iteration 337Q: 3 clusters Score -1.076899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -10768990.000000 Penalty: 3685.430420
	Iteration 338Q: 3 clusters Score -1.076899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -10768993.000000 Penalty: 3685.430420
	Iteration 339Q: 3 clusters Score -1.076899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -10768998.000000 Penalty: 3685.430420
	Iteration 340F: 3 clusters Score -1.0769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -10768997.000000 Penalty: 3685.430420
	Iteration 341Q: 3 clusters Score -1.0769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -10768992.000000 Penalty: 3685.430420
	Iteration 342Q: 3 clusters Score -1.076899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -10768986.000000 Penalty: 3685.430420
	Iteration 343Q: 3 clusters Score -1.076899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -10768981.000000 Penalty: 3685.430420
	Iteration 344Q: 3 clusters Score -1.076898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -10768982.000000 Penalty: 3685.430420
	Iteration 345Q: 3 clusters Score -1.076898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -10768988.000000 Penalty: 3685.430420
	Iteration 346Q: 3 clusters Score -1.076899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -10768984.000000 Penalty: 3685.430420
	Iteration 347Q: 3 clusters Score -1.076898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -10768987.000000 Penalty: 3685.430420
	Iteration 348Q: 3 clusters Score -1.076899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -10768985.000000 Penalty: 3685.430420
	Iteration 349Q: 3 clusters Score -1.076898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -10768986.000000 Penalty: 3685.430420
	Iteration 350Q: 3 clusters Score -1.076899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -10768983.000000 Penalty: 3685.430420
	Iteration 351Q: 3 clusters Score -1.076898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -10768994.000000 Penalty: 3685.430420
	Iteration 352Q: 3 clusters Score -1.076899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -10768983.000000 Penalty: 3685.430420
	Iteration 353Q: 3 clusters Score -1.076898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -10768989.000000 Penalty: 3685.430420
	Iteration 354Q: 3 clusters Score -1.076899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -10768976.000000 Penalty: 3685.430420
	Iteration 355Q: 3 clusters Score -1.076898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -10768978.000000 Penalty: 3685.430420
	Iteration 356Q: 3 clusters Score -1.076898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -10768978.000000 Penalty: 3685.430420
	Iteration 357F: 3 clusters Score -1.076898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 28424 members 
Mstep: Class 3 contains 105604 members 
Mstep: Class 4 contains 47223 members 
Mstep: Class 5 contains 47036 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 60543 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 36879 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 13 contains 85404 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19934 members 
Mstep: Class 17 contains 4933 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 20 contains 6338 members 
Entering Unmasked Estep 
Score: -65734772.000000 Penalty: 34249.644531
Splitting cluster 4 changes total score from -65731516.000000 to -65734772.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (47036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Entering Unmasked Estep 
Score: -6048922.500000 Penalty: 1748.283691
	Iteration 0F: 2 clusters Score -6048922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -6018468.500000 Penalty: 3496.567383
	Iteration 0F: 3 clusters Score -6018468 nChanged 22024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -6030914.000000 Penalty: 3496.567383
	Iteration 1F: 3 clusters Score -6030914 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6031421.500000 Penalty: 3496.567383
	Iteration 2Q: 3 clusters Score -6031422 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -6032017.000000 Penalty: 3496.567383
	Iteration 3Q: 3 clusters Score -6032017 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -6032819.500000 Penalty: 3496.567383
	Iteration 4Q: 3 clusters Score -6032820 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -6033927.000000 Penalty: 3496.567383
	Iteration 5Q: 3 clusters Score -6033927 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -6035530.000000 Penalty: 3496.567383
	Iteration 6F: 3 clusters Score -6035530 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -6037812.500000 Penalty: 3496.567383
	Iteration 7F: 3 clusters Score -6037812 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -6040077.500000 Penalty: 3496.567383
	Iteration 8F: 3 clusters Score -6040078 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -6041558.500000 Penalty: 3496.567383
	Iteration 9F: 3 clusters Score -6041558 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -6042290.000000 Penalty: 3496.567383
	Iteration 10Q: 3 clusters Score -6042290 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -6042708.500000 Penalty: 3496.567383
	Iteration 11Q: 3 clusters Score -6042708 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -6043024.500000 Penalty: 3496.567383
	Iteration 12Q: 3 clusters Score -6043024 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -6043360.000000 Penalty: 3496.567383
	Iteration 13Q: 3 clusters Score -6043360 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -6043618.500000 Penalty: 3496.567383
	Iteration 14Q: 3 clusters Score -6043618 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -6043885.500000 Penalty: 3496.567383
	Iteration 15Q: 3 clusters Score -6043886 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -6044139.500000 Penalty: 3496.567383
	Iteration 16Q: 3 clusters Score -6044140 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -6044343.500000 Penalty: 3496.567383
	Iteration 17Q: 3 clusters Score -6044344 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -6044609.500000 Penalty: 3496.567383
	Iteration 18Q: 3 clusters Score -6044610 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -6044800.000000 Penalty: 3496.567383
	Iteration 19Q: 3 clusters Score -6044800 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -6044995.500000 Penalty: 3496.567383
	Iteration 20F: 3 clusters Score -6044996 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -6045197.500000 Penalty: 3496.567383
	Iteration 21Q: 3 clusters Score -6045198 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -6045360.000000 Penalty: 3496.567383
	Iteration 22Q: 3 clusters Score -6045360 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -6045512.000000 Penalty: 3496.567383
	Iteration 23Q: 3 clusters Score -6045512 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -6045594.000000 Penalty: 3496.567383
	Iteration 24Q: 3 clusters Score -6045594 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -6045761.000000 Penalty: 3496.567383
	Iteration 25Q: 3 clusters Score -6045761 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -6045936.000000 Penalty: 3496.567383
	Iteration 26Q: 3 clusters Score -6045936 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -6046088.000000 Penalty: 3496.567383
	Iteration 27Q: 3 clusters Score -6046088 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -6046257.000000 Penalty: 3496.567383
	Iteration 28Q: 3 clusters Score -6046257 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -6046363.500000 Penalty: 3496.567383
	Iteration 29Q: 3 clusters Score -6046364 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -6046505.500000 Penalty: 3496.567383
	Iteration 30Q: 3 clusters Score -6046506 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -6046655.500000 Penalty: 3496.567383
	Iteration 31Q: 3 clusters Score -6046656 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -6046754.000000 Penalty: 3496.567383
	Iteration 32Q: 3 clusters Score -6046754 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -6046821.000000 Penalty: 3496.567383
	Iteration 33Q: 3 clusters Score -6046821 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -6046906.000000 Penalty: 3496.567383
	Iteration 34Q: 3 clusters Score -6046906 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -6047002.000000 Penalty: 3496.567383
	Iteration 35Q: 3 clusters Score -6047002 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -6047048.500000 Penalty: 3496.567383
	Iteration 36Q: 3 clusters Score -6047048 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -6047093.000000 Penalty: 3496.567383
	Iteration 37Q: 3 clusters Score -6047093 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6047118.500000 Penalty: 3496.567383
	Iteration 38Q: 3 clusters Score -6047118 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -6047149.500000 Penalty: 3496.567383
	Iteration 39Q: 3 clusters Score -6047150 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -6047148.500000 Penalty: 3496.567383
	Iteration 40F: 3 clusters Score -6047148 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -6047165.500000 Penalty: 3496.567383
	Iteration 41Q: 3 clusters Score -6047166 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -6047161.000000 Penalty: 3496.567383
	Iteration 42Q: 3 clusters Score -6047161 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -6047161.500000 Penalty: 3496.567383
	Iteration 43Q: 3 clusters Score -6047162 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -6047205.500000 Penalty: 3496.567383
	Iteration 44Q: 3 clusters Score -6047206 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -6047200.500000 Penalty: 3496.567383
	Iteration 45Q: 3 clusters Score -6047200 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -6047221.000000 Penalty: 3496.567383
	Iteration 46Q: 3 clusters Score -6047221 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -6047234.000000 Penalty: 3496.567383
	Iteration 47Q: 3 clusters Score -6047234 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -6047355.000000 Penalty: 3496.567383
	Iteration 48Q: 3 clusters Score -6047355 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -6047418.000000 Penalty: 3496.567383
	Iteration 49Q: 3 clusters Score -6047418 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -6047454.500000 Penalty: 3496.567383
	Iteration 50Q: 3 clusters Score -6047454 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -6047488.000000 Penalty: 3496.567383
	Iteration 51Q: 3 clusters Score -6047488 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -6047543.500000 Penalty: 3496.567383
	Iteration 52Q: 3 clusters Score -6047544 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -6047555.500000 Penalty: 3496.567383
	Iteration 53Q: 3 clusters Score -6047556 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -6047593.000000 Penalty: 3496.567383
	Iteration 54Q: 3 clusters Score -6047593 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -6047583.500000 Penalty: 3496.567383
	Iteration 55Q: 3 clusters Score -6047584 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -6047564.500000 Penalty: 3496.567383
	Iteration 56Q: 3 clusters Score -6047564 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -6047552.000000 Penalty: 3496.567383
	Iteration 57Q: 3 clusters Score -6047552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -6047563.500000 Penalty: 3496.567383
	Iteration 58Q: 3 clusters Score -6047564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -6047555.500000 Penalty: 3496.567383
	Iteration 59Q: 3 clusters Score -6047556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -6047616.000000 Penalty: 3496.567383
	Iteration 60F: 3 clusters Score -6047616 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -6047632.000000 Penalty: 3496.567383
	Iteration 61Q: 3 clusters Score -6047632 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -6047626.500000 Penalty: 3496.567383
	Iteration 62Q: 3 clusters Score -6047626 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -6047624.000000 Penalty: 3496.567383
	Iteration 63Q: 3 clusters Score -6047624 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -6047645.000000 Penalty: 3496.567383
	Iteration 64Q: 3 clusters Score -6047645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6047651.000000 Penalty: 3496.567383
	Iteration 65Q: 3 clusters Score -6047651 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -6047652.000000 Penalty: 3496.567383
	Iteration 66Q: 3 clusters Score -6047652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -6047655.000000 Penalty: 3496.567383
	Iteration 67Q: 3 clusters Score -6047655 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -6047670.000000 Penalty: 3496.567383
	Iteration 68Q: 3 clusters Score -6047670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6047665.500000 Penalty: 3496.567383
	Iteration 69Q: 3 clusters Score -6047666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -6047672.500000 Penalty: 3496.567383
	Iteration 70Q: 3 clusters Score -6047672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -6047674.000000 Penalty: 3496.567383
	Iteration 71Q: 3 clusters Score -6047674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6047670.000000 Penalty: 3496.567383
	Iteration 72Q: 3 clusters Score -6047670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -6047677.000000 Penalty: 3496.567383
	Iteration 73Q: 3 clusters Score -6047677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -6047674.500000 Penalty: 3496.567383
	Iteration 74Q: 3 clusters Score -6047674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -6047680.000000 Penalty: 3496.567383
	Iteration 75Q: 3 clusters Score -6047680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -6047689.000000 Penalty: 3496.567383
	Iteration 76Q: 3 clusters Score -6047689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6047688.500000 Penalty: 3496.567383
	Iteration 77Q: 3 clusters Score -6047688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6047682.500000 Penalty: 3496.567383
	Iteration 78Q: 3 clusters Score -6047682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6047687.000000 Penalty: 3496.567383
	Iteration 79Q: 3 clusters Score -6047687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -6047688.500000 Penalty: 3496.567383
	Iteration 80F: 3 clusters Score -6047688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -6047693.000000 Penalty: 3496.567383
	Iteration 81Q: 3 clusters Score -6047693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -6047692.500000 Penalty: 3496.567383
	Iteration 82Q: 3 clusters Score -6047692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -6047696.500000 Penalty: 3496.567383
	Iteration 83Q: 3 clusters Score -6047696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -6047695.000000 Penalty: 3496.567383
	Iteration 84Q: 3 clusters Score -6047695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -6047694.000000 Penalty: 3496.567383
	Iteration 85Q: 3 clusters Score -6047694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -6047694.000000 Penalty: 3496.567383
	Iteration 86F: 3 clusters Score -6047694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -348937.781250 Penalty: 1285.470947
	Iteration 0F: 2 clusters Score -348937.8 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 1371 members 
Entering Unmasked Estep 
Score: -346382.187500 Penalty: 2570.941895
	Iteration 0F: 3 clusters Score -346382.2 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -346954.375000 Penalty: 2570.941895
	Iteration 1F: 3 clusters Score -346954.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -347052.656250 Penalty: 2570.941895
	Iteration 2F: 3 clusters Score -347052.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -347107.750000 Penalty: 2570.941895
	Iteration 3Q: 3 clusters Score -347107.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -347144.968750 Penalty: 2570.941895
	Iteration 4Q: 3 clusters Score -347145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -347173.343750 Penalty: 2570.941895
	Iteration 5Q: 3 clusters Score -347173.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -347204.093750 Penalty: 2570.941895
	Iteration 6Q: 3 clusters Score -347204.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -347237.781250 Penalty: 2570.941895
	Iteration 7Q: 3 clusters Score -347237.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -347264.687500 Penalty: 2570.941895
	Iteration 8Q: 3 clusters Score -347264.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -347282.531250 Penalty: 2570.941895
	Iteration 9Q: 3 clusters Score -347282.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -347295.531250 Penalty: 2570.941895
	Iteration 10Q: 3 clusters Score -347295.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -347310.031250 Penalty: 2570.941895
	Iteration 11Q: 3 clusters Score -347310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -347321.812500 Penalty: 2570.941895
	Iteration 12Q: 3 clusters Score -347321.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -347329.281250 Penalty: 2570.941895
	Iteration 13Q: 3 clusters Score -347329.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -347336.343750 Penalty: 2570.941895
	Iteration 14Q: 3 clusters Score -347336.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -347347.156250 Penalty: 2570.941895
	Iteration 15Q: 3 clusters Score -347347.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -347355.562500 Penalty: 2570.941895
	Iteration 16Q: 3 clusters Score -347355.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -347364.406250 Penalty: 2570.941895
	Iteration 17Q: 3 clusters Score -347364.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -347371.531250 Penalty: 2570.941895
	Iteration 18Q: 3 clusters Score -347371.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -347379.062500 Penalty: 2570.941895
	Iteration 19Q: 3 clusters Score -347379.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -347384.468750 Penalty: 2570.941895
	Iteration 20F: 3 clusters Score -347384.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -347388.531250 Penalty: 2570.941895
	Iteration 21Q: 3 clusters Score -347388.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -347392.625000 Penalty: 2570.941895
	Iteration 22Q: 3 clusters Score -347392.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -347400.375000 Penalty: 2570.941895
	Iteration 23Q: 3 clusters Score -347400.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -347405.437500 Penalty: 2570.941895
	Iteration 24Q: 3 clusters Score -347405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -347409.156250 Penalty: 2570.941895
	Iteration 25Q: 3 clusters Score -347409.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -347413.468750 Penalty: 2570.941895
	Iteration 26Q: 3 clusters Score -347413.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -347416.562500 Penalty: 2570.941895
	Iteration 27Q: 3 clusters Score -347416.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -347420.312500 Penalty: 2570.941895
	Iteration 28Q: 3 clusters Score -347420.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -347428.281250 Penalty: 2570.941895
	Iteration 29Q: 3 clusters Score -347428.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -347434.812500 Penalty: 2570.941895
	Iteration 30Q: 3 clusters Score -347434.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -347442.250000 Penalty: 2570.941895
	Iteration 31Q: 3 clusters Score -347442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -347448.625000 Penalty: 2570.941895
	Iteration 32Q: 3 clusters Score -347448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -347451.906250 Penalty: 2570.941895
	Iteration 33Q: 3 clusters Score -347451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -347456.781250 Penalty: 2570.941895
	Iteration 34Q: 3 clusters Score -347456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -347460.000000 Penalty: 2570.941895
	Iteration 35Q: 3 clusters Score -347460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -347462.625000 Penalty: 2570.941895
	Iteration 36Q: 3 clusters Score -347462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -347465.562500 Penalty: 2570.941895
	Iteration 37Q: 3 clusters Score -347465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -347468.781250 Penalty: 2570.941895
	Iteration 38Q: 3 clusters Score -347468.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -347474.218750 Penalty: 2570.941895
	Iteration 39Q: 3 clusters Score -347474.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -347480.250000 Penalty: 2570.941895
	Iteration 40F: 3 clusters Score -347480.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -347483.156250 Penalty: 2570.941895
	Iteration 41Q: 3 clusters Score -347483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -347485.812500 Penalty: 2570.941895
	Iteration 42Q: 3 clusters Score -347485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -347488.156250 Penalty: 2570.941895
	Iteration 43Q: 3 clusters Score -347488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -347489.812500 Penalty: 2570.941895
	Iteration 44Q: 3 clusters Score -347489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -347490.593750 Penalty: 2570.941895
	Iteration 45Q: 3 clusters Score -347490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -347491.593750 Penalty: 2570.941895
	Iteration 46Q: 3 clusters Score -347491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -347491.593750 Penalty: 2570.941895
	Iteration 47F: 3 clusters Score -347491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Entering Unmasked Estep 
Score: -7672802.500000 Penalty: 1789.305298
	Iteration 0F: 2 clusters Score -7672802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -7632599.000000 Penalty: 3578.610596
	Iteration 0F: 3 clusters Score -7632599 nChanged 28653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -7648885.500000 Penalty: 3578.610596
	Iteration 1F: 3 clusters Score -7648886 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -7649589.000000 Penalty: 3578.610596
	Iteration 2Q: 3 clusters Score -7649589 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -7650302.500000 Penalty: 3578.610596
	Iteration 3Q: 3 clusters Score -7650302 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -7650983.000000 Penalty: 3578.610596
	Iteration 4Q: 3 clusters Score -7650983 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -7651918.000000 Penalty: 3578.610596
	Iteration 5Q: 3 clusters Score -7651918 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -7653099.500000 Penalty: 3578.610596
	Iteration 6Q: 3 clusters Score -7653100 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -7654608.000000 Penalty: 3578.610596
	Iteration 7F: 3 clusters Score -7654608 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -7656426.500000 Penalty: 3578.610596
	Iteration 8F: 3 clusters Score -7656426 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -7658559.000000 Penalty: 3578.610596
	Iteration 9F: 3 clusters Score -7658559 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -7660949.000000 Penalty: 3578.610596
	Iteration 10F: 3 clusters Score -7660949 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -7662916.000000 Penalty: 3578.610596
	Iteration 11F: 3 clusters Score -7662916 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -7664201.500000 Penalty: 3578.610596
	Iteration 12Q: 3 clusters Score -7664202 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -7665031.500000 Penalty: 3578.610596
	Iteration 13Q: 3 clusters Score -7665032 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -7665528.500000 Penalty: 3578.610596
	Iteration 14Q: 3 clusters Score -7665528 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -7666005.500000 Penalty: 3578.610596
	Iteration 15Q: 3 clusters Score -7666006 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -7666363.500000 Penalty: 3578.610596
	Iteration 16Q: 3 clusters Score -7666364 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -7666677.500000 Penalty: 3578.610596
	Iteration 17Q: 3 clusters Score -7666678 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -7666969.000000 Penalty: 3578.610596
	Iteration 18Q: 3 clusters Score -7666969 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -7667085.500000 Penalty: 3578.610596
	Iteration 19Q: 3 clusters Score -7667086 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -7667187.000000 Penalty: 3578.610596
	Iteration 20F: 3 clusters Score -7667187 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -7667300.000000 Penalty: 3578.610596
	Iteration 21Q: 3 clusters Score -7667300 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -7667353.500000 Penalty: 3578.610596
	Iteration 22Q: 3 clusters Score -7667354 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -7667445.000000 Penalty: 3578.610596
	Iteration 23Q: 3 clusters Score -7667445 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -7667516.000000 Penalty: 3578.610596
	Iteration 24Q: 3 clusters Score -7667516 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -7667542.500000 Penalty: 3578.610596
	Iteration 25Q: 3 clusters Score -7667542 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -7667578.500000 Penalty: 3578.610596
	Iteration 26Q: 3 clusters Score -7667578 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -7667610.000000 Penalty: 3578.610596
	Iteration 27Q: 3 clusters Score -7667610 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -7667628.500000 Penalty: 3578.610596
	Iteration 28Q: 3 clusters Score -7667628 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -7667670.000000 Penalty: 3578.610596
	Iteration 29Q: 3 clusters Score -7667670 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -7667700.500000 Penalty: 3578.610596
	Iteration 30Q: 3 clusters Score -7667700 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -7667755.000000 Penalty: 3578.610596
	Iteration 31Q: 3 clusters Score -7667755 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -7667795.000000 Penalty: 3578.610596
	Iteration 32Q: 3 clusters Score -7667795 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -7667893.500000 Penalty: 3578.610596
	Iteration 33Q: 3 clusters Score -7667894 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -7667895.500000 Penalty: 3578.610596
	Iteration 34Q: 3 clusters Score -7667896 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -7667916.000000 Penalty: 3578.610596
	Iteration 35Q: 3 clusters Score -7667916 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -7667928.000000 Penalty: 3578.610596
	Iteration 36Q: 3 clusters Score -7667928 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -7667951.000000 Penalty: 3578.610596
	Iteration 37Q: 3 clusters Score -7667951 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7667981 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7668018 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -7668043.500000 Penalty: 3578.610596
	Iteration 40F: 3 clusters Score -7668044 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7668035 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7668067 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7668082 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -7668120.000000 Penalty: 3578.610596
	Iteration 44Q: 3 clusters Score -7668120 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -7668171.500000 Penalty: 3578.610596
	Iteration 45Q: 3 clusters Score -7668172 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -7668184.500000 Penalty: 3578.610596
	Iteration 46Q: 3 clusters Score -7668184 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -7668189.500000 Penalty: 3578.610596
	Iteration 47Q: 3 clusters Score -7668190 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -7668218.500000 Penalty: 3578.610596
	Iteration 48Q: 3 clusters Score -7668218 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -7668267.500000 Penalty: 3578.610596
	Iteration 49Q: 3 clusters Score -7668268 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -7668310.000000 Penalty: 3578.610596
	Iteration 50Q: 3 clusters Score -7668310 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -7668339.000000 Penalty: 3578.610596
	Iteration 51Q: 3 clusters Score -7668339 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -7668344.500000 Penalty: 3578.610596
	Iteration 52Q: 3 clusters Score -7668344 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -7668389.000000 Penalty: 3578.610596
	Iteration 53Q: 3 clusters Score -7668389 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -7668419.000000 Penalty: 3578.610596
	Iteration 54Q: 3 clusters Score -7668419 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -7668428.500000 Penalty: 3578.610596
	Iteration 55Q: 3 clusters Score -7668428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -7668444.500000 Penalty: 3578.610596
	Iteration 56Q: 3 clusters Score -7668444 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -7668442.500000 Penalty: 3578.610596
	Iteration 57Q: 3 clusters Score -7668442 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -7668477.000000 Penalty: 3578.610596
	Iteration 58Q: 3 clusters Score -7668477 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -7668466.500000 Penalty: 3578.610596
	Iteration 59Q: 3 clusters Score -7668466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -7668487.000000 Penalty: 3578.610596
	Iteration 60F: 3 clusters Score -7668487 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7668470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -7668473.500000 Penalty: 3578.610596
	Iteration 62Q: 3 clusters Score -7668474 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -7668482.500000 Penalty: 3578.610596
	Iteration 63Q: 3 clusters Score -7668482 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -7668505.000000 Penalty: 3578.610596
	Iteration 64Q: 3 clusters Score -7668505 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -7668509.000000 Penalty: 3578.610596
	Iteration 65Q: 3 clusters Score -7668509 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -7668539.000000 Penalty: 3578.610596
	Iteration 66Q: 3 clusters Score -7668539 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7668548 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7668574 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7668564 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7668554 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7668563 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7668589 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7668580 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7668592 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7668596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7668586 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -7668605.000000 Penalty: 3578.610596
	Iteration 77Q: 3 clusters Score -7668605 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -7668623.500000 Penalty: 3578.610596
	Iteration 78Q: 3 clusters Score -7668624 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -7668611.000000 Penalty: 3578.610596
	Iteration 79Q: 3 clusters Score -7668611 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -7668622.500000 Penalty: 3578.610596
	Iteration 80F: 3 clusters Score -7668622 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -7668620.500000 Penalty: 3578.610596
	Iteration 81Q: 3 clusters Score -7668620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7668620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -7668632.000000 Penalty: 3578.610596
	Iteration 83Q: 3 clusters Score -7668632 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -7668628.500000 Penalty: 3578.610596
	Iteration 84Q: 3 clusters Score -7668628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7668624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -7668630.000000 Penalty: 3578.610596
	Iteration 86Q: 3 clusters Score -7668630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -7668635.000000 Penalty: 3578.610596
	Iteration 87Q: 3 clusters Score -7668635 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -7668637.500000 Penalty: 3578.610596
	Iteration 88Q: 3 clusters Score -7668638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -7668640.000000 Penalty: 3578.610596
	Iteration 89Q: 3 clusters Score -7668640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -7668633.000000 Penalty: 3578.610596
	Iteration 90Q: 3 clusters Score -7668633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7668640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -7668660.000000 Penalty: 3578.610596
	Iteration 92Q: 3 clusters Score -7668660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -7668671.500000 Penalty: 3578.610596
	Iteration 93Q: 3 clusters Score -7668672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -7668668.000000 Penalty: 3578.610596
	Iteration 94Q: 3 clusters Score -7668668 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -7668675.000000 Penalty: 3578.610596
	Iteration 95Q: 3 clusters Score -7668675 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -7668674.000000 Penalty: 3578.610596
	Iteration 96Q: 3 clusters Score -7668674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7668672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7668660 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7668663.000000 Penalty: 3578.610596
	Iteration 99Q: 3 clusters Score -7668663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -7668659.500000 Penalty: 3578.610596
	Iteration 100F: 3 clusters Score -7668660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7668660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -7668669.000000 Penalty: 3578.610596
	Iteration 102Q: 3 clusters Score -7668669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7668663 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7668663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -7668670.500000 Penalty: 3578.610596
	Iteration 105Q: 3 clusters Score -7668670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -7668659.000000 Penalty: 3578.610596
	Iteration 106Q: 3 clusters Score -7668659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7668651.000000 Penalty: 3578.610596
	Iteration 107Q: 3 clusters Score -7668651 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7668663 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7668666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7668669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7668662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7668660 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7668660 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7668662 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -7668658.000000 Penalty: 3578.610596
	Iteration 115Q: 3 clusters Score -7668658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -7668643.000000 Penalty: 3578.610596
	Iteration 116Q: 3 clusters Score -7668643 nChanged 31
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Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 16980 members 
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Score: -7668648.500000 Penalty: 3578.610596
	Iteration 117Q: 3 clusters Score -7668648 nChanged 38
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Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -7668653.000000 Penalty: 3578.610596
	Iteration 118Q: 3 clusters Score -7668653 nChanged 38
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Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7668648 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -7668641.500000 Penalty: 3578.610596
	Iteration 120F: 3 clusters Score -7668642 nChanged 35
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Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -7668656.500000 Penalty: 3578.610596
	Iteration 121Q: 3 clusters Score -7668656 nChanged 37
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Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -7668638.000000 Penalty: 3578.610596
	Iteration 122Q: 3 clusters Score -7668638 nChanged 34
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Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -7668636.000000 Penalty: 3578.610596
	Iteration 123Q: 3 clusters Score -7668636 nChanged 31
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Mstep: Class 1 contains 43802 members 
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Entering Unmasked Estep 
Score: -7668633.000000 Penalty: 3578.610596
	Iteration 124Q: 3 clusters Score -7668633 nChanged 29
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Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -7668629.000000 Penalty: 3578.610596
	Iteration 125Q: 3 clusters Score -7668629 nChanged 30
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Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -7668632.500000 Penalty: 3578.610596
	Iteration 126Q: 3 clusters Score -7668632 nChanged 23
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Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -7668623.500000 Penalty: 3578.610596
	Iteration 127Q: 3 clusters Score -7668624 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7668640 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -7668642.500000 Penalty: 3578.610596
	Iteration 129Q: 3 clusters Score -7668642 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -7668639.500000 Penalty: 3578.610596
	Iteration 130Q: 3 clusters Score -7668640 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -7668630.000000 Penalty: 3578.610596
	Iteration 131Q: 3 clusters Score -7668630 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -7668634.000000 Penalty: 3578.610596
	Iteration 132Q: 3 clusters Score -7668634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -7668624.500000 Penalty: 3578.610596
	Iteration 133Q: 3 clusters Score -7668624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -7668626.500000 Penalty: 3578.610596
	Iteration 134Q: 3 clusters Score -7668626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -7668636.500000 Penalty: 3578.610596
	Iteration 135Q: 3 clusters Score -7668636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -7668626.000000 Penalty: 3578.610596
	Iteration 136Q: 3 clusters Score -7668626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -7668629.500000 Penalty: 3578.610596
	Iteration 137Q: 3 clusters Score -7668630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -7668625.500000 Penalty: 3578.610596
	Iteration 138Q: 3 clusters Score -7668626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -7668618.500000 Penalty: 3578.610596
	Iteration 139Q: 3 clusters Score -7668618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -7668626.000000 Penalty: 3578.610596
	Iteration 140F: 3 clusters Score -7668626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -7668629.000000 Penalty: 3578.610596
	Iteration 141Q: 3 clusters Score -7668629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -7668630.000000 Penalty: 3578.610596
	Iteration 142Q: 3 clusters Score -7668630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -7668617.500000 Penalty: 3578.610596
	Iteration 143Q: 3 clusters Score -7668618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -7668613.000000 Penalty: 3578.610596
	Iteration 144Q: 3 clusters Score -7668613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -7668621.000000 Penalty: 3578.610596
	Iteration 145Q: 3 clusters Score -7668621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -7668619.000000 Penalty: 3578.610596
	Iteration 146Q: 3 clusters Score -7668619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -7668616.500000 Penalty: 3578.610596
	Iteration 147Q: 3 clusters Score -7668616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -7668619.500000 Penalty: 3578.610596
	Iteration 148Q: 3 clusters Score -7668620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -7668619.500000 Penalty: 3578.610596
	Iteration 149Q: 3 clusters Score -7668620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -7668615.500000 Penalty: 3578.610596
	Iteration 150Q: 3 clusters Score -7668616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -7668615.500000 Penalty: 3578.610596
	Iteration 151F: 3 clusters Score -7668616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -605045.312500 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -605045.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -601236.562500 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -601236.6 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -602271.125000 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -602271.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -602457.812500 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -602457.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -602579.125000 Penalty: 2745.200439
	Iteration 3Q: 3 clusters Score -602579.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -602684.812500 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -602684.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -602784.625000 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -602784.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -602900.687500 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -602900.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -603024.500000 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -603024.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -603140.062500 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -603140.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -603275.187500 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -603275.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -603392.000000 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -603392 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -603495.500000 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -603495.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -603599.500000 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -603599.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -603656.000000 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -603656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -603697.125000 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -603697.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -603729.437500 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -603729.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -603748.875000 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -603748.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -603775.125000 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -603775.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -603796.250000 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -603796.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -603808.125000 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -603808.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -603814.312500 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -603814.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -603820.812500 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -603820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -603828.937500 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -603828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -603834.875000 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -603834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -603840.500000 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -603840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -603842.062500 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -603842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -603843.562500 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -603843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -603845.062500 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -603845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -603845.062500 Penalty: 2745.200439
	Iteration 28F: 3 clusters Score -603845.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -655872.250000 Penalty: 1387.643677
	Iteration 0F: 2 clusters Score -655872.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -651896.812500 Penalty: 2775.287354
	Iteration 0F: 3 clusters Score -651896.8 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -652958.625000 Penalty: 2775.287354
	Iteration 1F: 3 clusters Score -652958.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -653100.375000 Penalty: 2775.287354
	Iteration 2F: 3 clusters Score -653100.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -653190.687500 Penalty: 2775.287354
	Iteration 3Q: 3 clusters Score -653190.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -653267.375000 Penalty: 2775.287354
	Iteration 4Q: 3 clusters Score -653267.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -653334.812500 Penalty: 2775.287354
	Iteration 5Q: 3 clusters Score -653334.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -653375.812500 Penalty: 2775.287354
	Iteration 6Q: 3 clusters Score -653375.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -653411.437500 Penalty: 2775.287354
	Iteration 7Q: 3 clusters Score -653411.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -653447.250000 Penalty: 2775.287354
	Iteration 8Q: 3 clusters Score -653447.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -653485.687500 Penalty: 2775.287354
	Iteration 9Q: 3 clusters Score -653485.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -653522.750000 Penalty: 2775.287354
	Iteration 10Q: 3 clusters Score -653522.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -653564.312500 Penalty: 2775.287354
	Iteration 11Q: 3 clusters Score -653564.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -653598.250000 Penalty: 2775.287354
	Iteration 12Q: 3 clusters Score -653598.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -653634.937500 Penalty: 2775.287354
	Iteration 13Q: 3 clusters Score -653634.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -653679.250000 Penalty: 2775.287354
	Iteration 14Q: 3 clusters Score -653679.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -653726.812500 Penalty: 2775.287354
	Iteration 15Q: 3 clusters Score -653726.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -653765.250000 Penalty: 2775.287354
	Iteration 16Q: 3 clusters Score -653765.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -653815.875000 Penalty: 2775.287354
	Iteration 17Q: 3 clusters Score -653815.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -653861.500000 Penalty: 2775.287354
	Iteration 18Q: 3 clusters Score -653861.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -653906.750000 Penalty: 2775.287354
	Iteration 19Q: 3 clusters Score -653906.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -653950.812500 Penalty: 2775.287354
	Iteration 20F: 3 clusters Score -653950.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -653996.687500 Penalty: 2775.287354
	Iteration 21Q: 3 clusters Score -653996.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -654047.625000 Penalty: 2775.287354
	Iteration 22Q: 3 clusters Score -654047.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -654100.562500 Penalty: 2775.287354
	Iteration 23Q: 3 clusters Score -654100.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -654153.812500 Penalty: 2775.287354
	Iteration 24Q: 3 clusters Score -654153.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -654202.875000 Penalty: 2775.287354
	Iteration 25Q: 3 clusters Score -654202.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -654252.937500 Penalty: 2775.287354
	Iteration 26Q: 3 clusters Score -654252.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -654301.187500 Penalty: 2775.287354
	Iteration 27Q: 3 clusters Score -654301.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -654348.187500 Penalty: 2775.287354
	Iteration 28Q: 3 clusters Score -654348.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -654393.750000 Penalty: 2775.287354
	Iteration 29Q: 3 clusters Score -654393.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -654431.937500 Penalty: 2775.287354
	Iteration 30Q: 3 clusters Score -654431.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -654467.625000 Penalty: 2775.287354
	Iteration 31Q: 3 clusters Score -654467.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -654495.625000 Penalty: 2775.287354
	Iteration 32Q: 3 clusters Score -654495.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -654520.937500 Penalty: 2775.287354
	Iteration 33Q: 3 clusters Score -654520.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -654545.000000 Penalty: 2775.287354
	Iteration 34Q: 3 clusters Score -654545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -654564.812500 Penalty: 2775.287354
	Iteration 35Q: 3 clusters Score -654564.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -654582.687500 Penalty: 2775.287354
	Iteration 36Q: 3 clusters Score -654582.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -654600.375000 Penalty: 2775.287354
	Iteration 37Q: 3 clusters Score -654600.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -654617.562500 Penalty: 2775.287354
	Iteration 38Q: 3 clusters Score -654617.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -654631.375000 Penalty: 2775.287354
	Iteration 39Q: 3 clusters Score -654631.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -654645.125000 Penalty: 2775.287354
	Iteration 40F: 3 clusters Score -654645.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -654656.500000 Penalty: 2775.287354
	Iteration 41Q: 3 clusters Score -654656.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -654668.312500 Penalty: 2775.287354
	Iteration 42Q: 3 clusters Score -654668.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -654678.062500 Penalty: 2775.287354
	Iteration 43Q: 3 clusters Score -654678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -654686.750000 Penalty: 2775.287354
	Iteration 44Q: 3 clusters Score -654686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -654695.937500 Penalty: 2775.287354
	Iteration 45Q: 3 clusters Score -654695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -654702.250000 Penalty: 2775.287354
	Iteration 46Q: 3 clusters Score -654702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -654704.937500 Penalty: 2775.287354
	Iteration 47Q: 3 clusters Score -654704.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -654704.937500 Penalty: 2775.287354
	Iteration 48F: 3 clusters Score -654704.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (85404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Entering Unmasked Estep 
Score: -10770961.000000 Penalty: 1845.211548
	Iteration 0F: 2 clusters Score -1.077096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -10716823.000000 Penalty: 3690.423096
	Iteration 0F: 3 clusters Score -1.071682e+07 nChanged 40598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -10740488.000000 Penalty: 3690.423096
	Iteration 1F: 3 clusters Score -1.074049e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -10741460.000000 Penalty: 3690.423096
	Iteration 2Q: 3 clusters Score -1.074146e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -10742429.000000 Penalty: 3690.423096
	Iteration 3Q: 3 clusters Score -1.074243e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -10743767.000000 Penalty: 3690.423096
	Iteration 4Q: 3 clusters Score -1.074377e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -10745598.000000 Penalty: 3690.423096
	Iteration 5Q: 3 clusters Score -1.07456e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -10748233.000000 Penalty: 3690.423096
	Iteration 6F: 3 clusters Score -1.074823e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -10751716.000000 Penalty: 3690.423096
	Iteration 7F: 3 clusters Score -1.075172e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -10755213.000000 Penalty: 3690.423096
	Iteration 8F: 3 clusters Score -1.075521e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -10757276.000000 Penalty: 3690.423096
	Iteration 9Q: 3 clusters Score -1.075728e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -10757970.000000 Penalty: 3690.423096
	Iteration 10Q: 3 clusters Score -1.075797e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -10758213.000000 Penalty: 3690.423096
	Iteration 11Q: 3 clusters Score -1.075821e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -10758364.000000 Penalty: 3690.423096
	Iteration 12Q: 3 clusters Score -1.075836e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -10758544.000000 Penalty: 3690.423096
	Iteration 13Q: 3 clusters Score -1.075854e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -10758749.000000 Penalty: 3690.423096
	Iteration 14Q: 3 clusters Score -1.075875e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -10758956.000000 Penalty: 3690.423096
	Iteration 15Q: 3 clusters Score -1.075896e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -10759144.000000 Penalty: 3690.423096
	Iteration 16Q: 3 clusters Score -1.075914e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -10759364.000000 Penalty: 3690.423096
	Iteration 17Q: 3 clusters Score -1.075936e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -10759609.000000 Penalty: 3690.423096
	Iteration 18Q: 3 clusters Score -1.075961e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -10759895.000000 Penalty: 3690.423096
	Iteration 19Q: 3 clusters Score -1.07599e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -10760178.000000 Penalty: 3690.423096
	Iteration 20F: 3 clusters Score -1.076018e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -10760549.000000 Penalty: 3690.423096
	Iteration 21Q: 3 clusters Score -1.076055e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -10760910.000000 Penalty: 3690.423096
	Iteration 22Q: 3 clusters Score -1.076091e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -10761408.000000 Penalty: 3690.423096
	Iteration 23Q: 3 clusters Score -1.076141e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -10761809.000000 Penalty: 3690.423096
	Iteration 24Q: 3 clusters Score -1.076181e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -10762262.000000 Penalty: 3690.423096
	Iteration 25Q: 3 clusters Score -1.076226e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -10762783.000000 Penalty: 3690.423096
	Iteration 26Q: 3 clusters Score -1.076278e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -10763320.000000 Penalty: 3690.423096
	Iteration 27Q: 3 clusters Score -1.076332e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -10763805.000000 Penalty: 3690.423096
	Iteration 28Q: 3 clusters Score -1.07638e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -10764351.000000 Penalty: 3690.423096
	Iteration 29Q: 3 clusters Score -1.076435e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -10764864.000000 Penalty: 3690.423096
	Iteration 30Q: 3 clusters Score -1.076486e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -10765329.000000 Penalty: 3690.423096
	Iteration 31Q: 3 clusters Score -1.076533e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -10765749.000000 Penalty: 3690.423096
	Iteration 32Q: 3 clusters Score -1.076575e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -10766286.000000 Penalty: 3690.423096
	Iteration 33Q: 3 clusters Score -1.076629e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -10766735.000000 Penalty: 3690.423096
	Iteration 34Q: 3 clusters Score -1.076674e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -10767128.000000 Penalty: 3690.423096
	Iteration 35Q: 3 clusters Score -1.076713e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -10767465.000000 Penalty: 3690.423096
	Iteration 36Q: 3 clusters Score -1.076746e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -10767648.000000 Penalty: 3690.423096
	Iteration 37Q: 3 clusters Score -1.076765e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -10767887.000000 Penalty: 3690.423096
	Iteration 38Q: 3 clusters Score -1.076789e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -10768113.000000 Penalty: 3690.423096
	Iteration 39Q: 3 clusters Score -1.076811e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -10768322.000000 Penalty: 3690.423096
	Iteration 40F: 3 clusters Score -1.076832e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -10768493.000000 Penalty: 3690.423096
	Iteration 41Q: 3 clusters Score -1.076849e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -10768627.000000 Penalty: 3690.423096
	Iteration 42Q: 3 clusters Score -1.076863e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -10768719.000000 Penalty: 3690.423096
	Iteration 43Q: 3 clusters Score -1.076872e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -10768861.000000 Penalty: 3690.423096
	Iteration 44Q: 3 clusters Score -1.076886e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -10768955.000000 Penalty: 3690.423096
	Iteration 45Q: 3 clusters Score -1.076896e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -10769041.000000 Penalty: 3690.423096
	Iteration 46Q: 3 clusters Score -1.076904e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -10769137.000000 Penalty: 3690.423096
	Iteration 47Q: 3 clusters Score -1.076914e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -10769180.000000 Penalty: 3690.423096
	Iteration 48Q: 3 clusters Score -1.076918e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -10769267.000000 Penalty: 3690.423096
	Iteration 49Q: 3 clusters Score -1.076927e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -10769326.000000 Penalty: 3690.423096
	Iteration 50Q: 3 clusters Score -1.076933e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -10769395.000000 Penalty: 3690.423096
	Iteration 51Q: 3 clusters Score -1.07694e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -10769435.000000 Penalty: 3690.423096
	Iteration 52Q: 3 clusters Score -1.076944e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -10769426.000000 Penalty: 3690.423096
	Iteration 53Q: 3 clusters Score -1.076943e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -10769492.000000 Penalty: 3690.423096
	Iteration 54Q: 3 clusters Score -1.076949e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 71145 members 
Entering Unmasked Estep 
Score: -10769545.000000 Penalty: 3690.423096
	Iteration 55Q: 3 clusters Score -1.076954e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -10769592.000000 Penalty: 3690.423096
	Iteration 56Q: 3 clusters Score -1.076959e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -10769617.000000 Penalty: 3690.423096
	Iteration 57Q: 3 clusters Score -1.076962e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -10769685.000000 Penalty: 3690.423096
	Iteration 58Q: 3 clusters Score -1.076968e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -10769783.000000 Penalty: 3690.423096
	Iteration 59Q: 3 clusters Score -1.076978e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -10769833.000000 Penalty: 3690.423096
	Iteration 60F: 3 clusters Score -1.076983e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -10769878.000000 Penalty: 3690.423096
	Iteration 61Q: 3 clusters Score -1.076988e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -10769965.000000 Penalty: 3690.423096
	Iteration 62Q: 3 clusters Score -1.076996e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -10769999.000000 Penalty: 3690.423096
	Iteration 63Q: 3 clusters Score -1.077e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -10770005.000000 Penalty: 3690.423096
	Iteration 64Q: 3 clusters Score -1.077e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -10770049.000000 Penalty: 3690.423096
	Iteration 65Q: 3 clusters Score -1.077005e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -10770093.000000 Penalty: 3690.423096
	Iteration 66Q: 3 clusters Score -1.077009e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -10770111.000000 Penalty: 3690.423096
	Iteration 67Q: 3 clusters Score -1.077011e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -10770190.000000 Penalty: 3690.423096
	Iteration 68Q: 3 clusters Score -1.077019e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -10770223.000000 Penalty: 3690.423096
	Iteration 69Q: 3 clusters Score -1.077022e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -10770208.000000 Penalty: 3690.423096
	Iteration 70Q: 3 clusters Score -1.077021e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -10770221.000000 Penalty: 3690.423096
	Iteration 71Q: 3 clusters Score -1.077022e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -10770244.000000 Penalty: 3690.423096
	Iteration 72Q: 3 clusters Score -1.077024e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -10770327.000000 Penalty: 3690.423096
	Iteration 73Q: 3 clusters Score -1.077033e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -10770407.000000 Penalty: 3690.423096
	Iteration 74Q: 3 clusters Score -1.077041e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 77161 members 
Entering Unmasked Estep 
Score: -10770534.000000 Penalty: 3690.423096
	Iteration 75Q: 3 clusters Score -1.077053e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -10770714.000000 Penalty: 3690.423096
	Iteration 76Q: 3 clusters Score -1.077071e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -10770982.000000 Penalty: 3690.423096
	Iteration 77Q: 3 clusters Score -1.077098e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -10771222.000000 Penalty: 3690.423096
	Iteration 78Q: 3 clusters Score -1.077122e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -10771514.000000 Penalty: 3690.423096
	Iteration 79Q: 3 clusters Score -1.077151e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -10771675.000000 Penalty: 3690.423096
	Iteration 80F: 3 clusters Score -1.077168e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -10771783.000000 Penalty: 3690.423096
	Iteration 81Q: 3 clusters Score -1.077178e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -10771828.000000 Penalty: 3690.423096
	Iteration 82Q: 3 clusters Score -1.077183e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -10771836.000000 Penalty: 3690.423096
	Iteration 83Q: 3 clusters Score -1.077184e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -10771824.000000 Penalty: 3690.423096
	Iteration 84Q: 3 clusters Score -1.077182e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -10771856.000000 Penalty: 3690.423096
	Iteration 85Q: 3 clusters Score -1.077186e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -10771857.000000 Penalty: 3690.423096
	Iteration 86Q: 3 clusters Score -1.077186e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -10771847.000000 Penalty: 3690.423096
	Iteration 87Q: 3 clusters Score -1.077185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -10771831.000000 Penalty: 3690.423096
	Iteration 88Q: 3 clusters Score -1.077183e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -10771822.000000 Penalty: 3690.423096
	Iteration 89Q: 3 clusters Score -1.077182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -10771809.000000 Penalty: 3690.423096
	Iteration 90Q: 3 clusters Score -1.077181e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -10771811.000000 Penalty: 3690.423096
	Iteration 91Q: 3 clusters Score -1.077181e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -10771805.000000 Penalty: 3690.423096
	Iteration 92Q: 3 clusters Score -1.07718e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -10771805.000000 Penalty: 3690.423096
	Iteration 93Q: 3 clusters Score -1.07718e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -10771828.000000 Penalty: 3690.423096
	Iteration 94Q: 3 clusters Score -1.077183e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -10771825.000000 Penalty: 3690.423096
	Iteration 95Q: 3 clusters Score -1.077182e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -10771825.000000 Penalty: 3690.423096
	Iteration 96Q: 3 clusters Score -1.077182e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -10771823.000000 Penalty: 3690.423096
	Iteration 97Q: 3 clusters Score -1.077182e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -10771842.000000 Penalty: 3690.423096
	Iteration 98Q: 3 clusters Score -1.077184e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -10771832.000000 Penalty: 3690.423096
	Iteration 99Q: 3 clusters Score -1.077183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -10771830.000000 Penalty: 3690.423096
	Iteration 100F: 3 clusters Score -1.077183e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 80225 members 
Entering Unmasked Estep 
Score: -10771830.000000 Penalty: 3690.423096
	Iteration 101Q: 3 clusters Score -1.077183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -10771815.000000 Penalty: 3690.423096
	Iteration 102Q: 3 clusters Score -1.077182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -10771820.000000 Penalty: 3690.423096
	Iteration 103Q: 3 clusters Score -1.077182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -10771821.000000 Penalty: 3690.423096
	Iteration 104Q: 3 clusters Score -1.077182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -10771829.000000 Penalty: 3690.423096
	Iteration 105Q: 3 clusters Score -1.077183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -10771824.000000 Penalty: 3690.423096
	Iteration 106Q: 3 clusters Score -1.077182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -10771826.000000 Penalty: 3690.423096
	Iteration 107Q: 3 clusters Score -1.077183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -10771825.000000 Penalty: 3690.423096
	Iteration 108Q: 3 clusters Score -1.077182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -10771822.000000 Penalty: 3690.423096
	Iteration 109Q: 3 clusters Score -1.077182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -10771838.000000 Penalty: 3690.423096
	Iteration 110Q: 3 clusters Score -1.077184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -10771840.000000 Penalty: 3690.423096
	Iteration 111Q: 3 clusters Score -1.077184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -10771836.000000 Penalty: 3690.423096
	Iteration 112Q: 3 clusters Score -1.077184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -10771829.000000 Penalty: 3690.423096
	Iteration 113Q: 3 clusters Score -1.077183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -10771825.000000 Penalty: 3690.423096
	Iteration 114Q: 3 clusters Score -1.077182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -10771819.000000 Penalty: 3690.423096
	Iteration 115Q: 3 clusters Score -1.077182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -10771825.000000 Penalty: 3690.423096
	Iteration 116Q: 3 clusters Score -1.077182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -10771829.000000 Penalty: 3690.423096
	Iteration 117Q: 3 clusters Score -1.077183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -10771825.000000 Penalty: 3690.423096
	Iteration 118Q: 3 clusters Score -1.077182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -10771820.000000 Penalty: 3690.423096
	Iteration 119Q: 3 clusters Score -1.077182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -10771822.000000 Penalty: 3690.423096
	Iteration 120F: 3 clusters Score -1.077182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -10771827.000000 Penalty: 3690.423096
	Iteration 121Q: 3 clusters Score -1.077183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 80440 members 
Entering Unmasked Estep 
Score: -10771824.000000 Penalty: 3690.423096
	Iteration 122Q: 3 clusters Score -1.077182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -10771823.000000 Penalty: 3690.423096
	Iteration 123Q: 3 clusters Score -1.077182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -10771826.000000 Penalty: 3690.423096
	Iteration 124Q: 3 clusters Score -1.077183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -10771817.000000 Penalty: 3690.423096
	Iteration 125Q: 3 clusters Score -1.077182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -10771818.000000 Penalty: 3690.423096
	Iteration 126Q: 3 clusters Score -1.077182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -10771808.000000 Penalty: 3690.423096
	Iteration 127Q: 3 clusters Score -1.077181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -10771814.000000 Penalty: 3690.423096
	Iteration 128Q: 3 clusters Score -1.077181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -10771818.000000 Penalty: 3690.423096
	Iteration 129Q: 3 clusters Score -1.077182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -10771813.000000 Penalty: 3690.423096
	Iteration 130Q: 3 clusters Score -1.077181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -10771814.000000 Penalty: 3690.423096
	Iteration 131Q: 3 clusters Score -1.077181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -10771812.000000 Penalty: 3690.423096
	Iteration 132Q: 3 clusters Score -1.077181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -10771818.000000 Penalty: 3690.423096
	Iteration 133Q: 3 clusters Score -1.077182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -10771818.000000 Penalty: 3690.423096
	Iteration 134F: 3 clusters Score -1.077182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 28424 members 
Mstep: Class 3 contains 105604 members 
Mstep: Class 4 contains 47223 members 
Mstep: Class 5 contains 47036 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 60543 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 36879 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 80464 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 19934 members 
Mstep: Class 17 contains 4933 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 20 contains 6338 members 
Entering Unmasked Estep 
Score: -65735284.000000 Penalty: 36390.246094
Splitting cluster 13 changes total score from -65731516.000000 to -65735284.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 14 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -7146.451172 Penalty: 683.262573
	Iteration 0F: 2 clusters Score -7146.451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6798.326660 Penalty: 1366.525146
	Iteration 0F: 3 clusters Score -6798.327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Entering Unmasked Estep 
Score: -2534291.750000 Penalty: 1608.779541
	Iteration 0F: 2 clusters Score -2534292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2520722.250000 Penalty: 3217.559082
	Iteration 0F: 3 clusters Score -2520722 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2525721.000000 Penalty: 3217.559082
	Iteration 1F: 3 clusters Score -2525721 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2526147.500000 Penalty: 3217.559082
	Iteration 2F: 3 clusters Score -2526148 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2526542.500000 Penalty: 3217.559082
	Iteration 3Q: 3 clusters Score -2526542 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2526946.500000 Penalty: 3217.559082
	Iteration 4Q: 3 clusters Score -2526946 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2527364.250000 Penalty: 3217.559082
	Iteration 5Q: 3 clusters Score -2527364 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2527858.000000 Penalty: 3217.559082
	Iteration 6Q: 3 clusters Score -2527858 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2528517.000000 Penalty: 3217.559082
	Iteration 7Q: 3 clusters Score -2528517 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2529316.250000 Penalty: 3217.559082
	Iteration 8F: 3 clusters Score -2529316 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2530279.250000 Penalty: 3217.559082
	Iteration 9F: 3 clusters Score -2530279 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2531151.250000 Penalty: 3217.559082
	Iteration 10Q: 3 clusters Score -2531151 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2531750.000000 Penalty: 3217.559082
	Iteration 11Q: 3 clusters Score -2531750 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2532113.750000 Penalty: 3217.559082
	Iteration 12Q: 3 clusters Score -2532114 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2532323.750000 Penalty: 3217.559082
	Iteration 13Q: 3 clusters Score -2532324 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2532445.750000 Penalty: 3217.559082
	Iteration 14Q: 3 clusters Score -2532446 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2532505.000000 Penalty: 3217.559082
	Iteration 15Q: 3 clusters Score -2532505 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2532564.000000 Penalty: 3217.559082
	Iteration 16Q: 3 clusters Score -2532564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2532610.250000 Penalty: 3217.559082
	Iteration 17Q: 3 clusters Score -2532610 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2532660.750000 Penalty: 3217.559082
	Iteration 18Q: 3 clusters Score -2532661 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2532674.000000 Penalty: 3217.559082
	Iteration 19Q: 3 clusters Score -2532674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2532690.000000 Penalty: 3217.559082
	Iteration 20F: 3 clusters Score -2532690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2532710.750000 Penalty: 3217.559082
	Iteration 21Q: 3 clusters Score -2532711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2532714.750000 Penalty: 3217.559082
	Iteration 22Q: 3 clusters Score -2532715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2532734.500000 Penalty: 3217.559082
	Iteration 23Q: 3 clusters Score -2532734 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2532752.000000 Penalty: 3217.559082
	Iteration 24Q: 3 clusters Score -2532752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2532758.500000 Penalty: 3217.559082
	Iteration 25Q: 3 clusters Score -2532758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2532765.750000 Penalty: 3217.559082
	Iteration 26Q: 3 clusters Score -2532766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2532771.750000 Penalty: 3217.559082
	Iteration 27Q: 3 clusters Score -2532772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2532778.500000 Penalty: 3217.559082
	Iteration 28Q: 3 clusters Score -2532778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2532795.250000 Penalty: 3217.559082
	Iteration 29Q: 3 clusters Score -2532795 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2532813.250000 Penalty: 3217.559082
	Iteration 30Q: 3 clusters Score -2532813 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2532837.500000 Penalty: 3217.559082
	Iteration 31Q: 3 clusters Score -2532838 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2532869.750000 Penalty: 3217.559082
	Iteration 32Q: 3 clusters Score -2532870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2532915.000000 Penalty: 3217.559082
	Iteration 33Q: 3 clusters Score -2532915 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2533005.250000 Penalty: 3217.559082
	Iteration 34Q: 3 clusters Score -2533005 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2533117.750000 Penalty: 3217.559082
	Iteration 35Q: 3 clusters Score -2533118 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2533299.500000 Penalty: 3217.559082
	Iteration 36Q: 3 clusters Score -2533300 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2533552.000000 Penalty: 3217.559082
	Iteration 37Q: 3 clusters Score -2533552 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2533858.750000 Penalty: 3217.559082
	Iteration 38Q: 3 clusters Score -2533859 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2534124.250000 Penalty: 3217.559082
	Iteration 39Q: 3 clusters Score -2534124 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2534368.250000 Penalty: 3217.559082
	Iteration 40F: 3 clusters Score -2534368 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2534511.250000 Penalty: 3217.559082
	Iteration 41Q: 3 clusters Score -2534511 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2534588.500000 Penalty: 3217.559082
	Iteration 42Q: 3 clusters Score -2534588 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2534634.500000 Penalty: 3217.559082
	Iteration 43Q: 3 clusters Score -2534634 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2534658.250000 Penalty: 3217.559082
	Iteration 44Q: 3 clusters Score -2534658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2534673.500000 Penalty: 3217.559082
	Iteration 45Q: 3 clusters Score -2534674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2534688.750000 Penalty: 3217.559082
	Iteration 46Q: 3 clusters Score -2534689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2534689.750000 Penalty: 3217.559082
	Iteration 47Q: 3 clusters Score -2534690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2534697.250000 Penalty: 3217.559082
	Iteration 48Q: 3 clusters Score -2534697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2534703.750000 Penalty: 3217.559082
	Iteration 49Q: 3 clusters Score -2534704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2534705.500000 Penalty: 3217.559082
	Iteration 50Q: 3 clusters Score -2534706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2534706.500000 Penalty: 3217.559082
	Iteration 51Q: 3 clusters Score -2534706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2534707.250000 Penalty: 3217.559082
	Iteration 52Q: 3 clusters Score -2534707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2534705.750000 Penalty: 3217.559082
	Iteration 53Q: 3 clusters Score -2534706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2534706.500000 Penalty: 3217.559082
	Iteration 54Q: 3 clusters Score -2534706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2534705.750000 Penalty: 3217.559082
	Iteration 55Q: 3 clusters Score -2534706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2534704.000000 Penalty: 3217.559082
	Iteration 56Q: 3 clusters Score -2534704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2534704.250000 Penalty: 3217.559082
	Iteration 57Q: 3 clusters Score -2534704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2534704.500000 Penalty: 3217.559082
	Iteration 58Q: 3 clusters Score -2534704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2534706.750000 Penalty: 3217.559082
	Iteration 59Q: 3 clusters Score -2534707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2534706.750000 Penalty: 3217.559082
	Iteration 60F: 3 clusters Score -2534707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2534705.750000 Penalty: 3217.559082
	Iteration 61Q: 3 clusters Score -2534706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2534704.750000 Penalty: 3217.559082
	Iteration 62Q: 3 clusters Score -2534705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2534710.750000 Penalty: 3217.559082
	Iteration 63Q: 3 clusters Score -2534711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2534710.250000 Penalty: 3217.559082
	Iteration 64Q: 3 clusters Score -2534710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2534710.500000 Penalty: 3217.559082
	Iteration 65Q: 3 clusters Score -2534710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2534712.000000 Penalty: 3217.559082
	Iteration 66Q: 3 clusters Score -2534712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2534712.000000 Penalty: 3217.559082
	Iteration 67F: 3 clusters Score -2534712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 28424 members 
Mstep: Class 3 contains 105604 members 
Mstep: Class 4 contains 47223 members 
Mstep: Class 5 contains 47036 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 60543 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 36879 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 80464 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 4933 members 
Mstep: Class 18 contains 532 members 
Mstep: Class 20 contains 6338 members 
Entering Unmasked Estep 
Score: -65735284.000000 Penalty: 38530.851562
Splitting cluster 16 changes total score from -65731516.000000 to -65735284.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 17 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -620387.500000 Penalty: 1381.851562
	Iteration 0F: 2 clusters Score -620387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -616465.375000 Penalty: 2763.703125
	Iteration 0F: 3 clusters Score -616465.4 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -617575.000000 Penalty: 2763.703125
	Iteration 1F: 3 clusters Score -617575 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -617734.437500 Penalty: 2763.703125
	Iteration 2F: 3 clusters Score -617734.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -617851.562500 Penalty: 2763.703125
	Iteration 3Q: 3 clusters Score -617851.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -617956.187500 Penalty: 2763.703125
	Iteration 4Q: 3 clusters Score -617956.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -618046.250000 Penalty: 2763.703125
	Iteration 5Q: 3 clusters Score -618046.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -618130.562500 Penalty: 2763.703125
	Iteration 6Q: 3 clusters Score -618130.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -618210.875000 Penalty: 2763.703125
	Iteration 7Q: 3 clusters Score -618210.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -618299.937500 Penalty: 2763.703125
	Iteration 8Q: 3 clusters Score -618299.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -618423.187500 Penalty: 2763.703125
	Iteration 9Q: 3 clusters Score -618423.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -618554.062500 Penalty: 2763.703125
	Iteration 10Q: 3 clusters Score -618554.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -618673.062500 Penalty: 2763.703125
	Iteration 11Q: 3 clusters Score -618673.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -618764.062500 Penalty: 2763.703125
	Iteration 12Q: 3 clusters Score -618764.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -618836.937500 Penalty: 2763.703125
	Iteration 13Q: 3 clusters Score -618836.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -618894.937500 Penalty: 2763.703125
	Iteration 14Q: 3 clusters Score -618894.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -618940.437500 Penalty: 2763.703125
	Iteration 15Q: 3 clusters Score -618940.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -618976.562500 Penalty: 2763.703125
	Iteration 16Q: 3 clusters Score -618976.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -619006.437500 Penalty: 2763.703125
	Iteration 17Q: 3 clusters Score -619006.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -619029.187500 Penalty: 2763.703125
	Iteration 18Q: 3 clusters Score -619029.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -619046.312500 Penalty: 2763.703125
	Iteration 19Q: 3 clusters Score -619046.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -619060.875000 Penalty: 2763.703125
	Iteration 20F: 3 clusters Score -619060.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -619075.437500 Penalty: 2763.703125
	Iteration 21Q: 3 clusters Score -619075.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -619089.000000 Penalty: 2763.703125
	Iteration 22Q: 3 clusters Score -619089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -619096.500000 Penalty: 2763.703125
	Iteration 23Q: 3 clusters Score -619096.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -619101.125000 Penalty: 2763.703125
	Iteration 24Q: 3 clusters Score -619101.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -619109.500000 Penalty: 2763.703125
	Iteration 25Q: 3 clusters Score -619109.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -619116.687500 Penalty: 2763.703125
	Iteration 26Q: 3 clusters Score -619116.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -619126.000000 Penalty: 2763.703125
	Iteration 27Q: 3 clusters Score -619126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -619132.375000 Penalty: 2763.703125
	Iteration 28Q: 3 clusters Score -619132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -619131.750000 Penalty: 2763.703125
	Iteration 29Q: 3 clusters Score -619131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -619134.125000 Penalty: 2763.703125
	Iteration 30Q: 3 clusters Score -619134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -619135.187500 Penalty: 2763.703125
	Iteration 31Q: 3 clusters Score -619135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -619135.500000 Penalty: 2763.703125
	Iteration 32Q: 3 clusters Score -619135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -619136.125000 Penalty: 2763.703125
	Iteration 33Q: 3 clusters Score -619136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -619136.312500 Penalty: 2763.703125
	Iteration 34Q: 3 clusters Score -619136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -619135.937500 Penalty: 2763.703125
	Iteration 35Q: 3 clusters Score -619135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -619138.187500 Penalty: 2763.703125
	Iteration 36Q: 3 clusters Score -619138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -619141.750000 Penalty: 2763.703125
	Iteration 37Q: 3 clusters Score -619141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -619141.312500 Penalty: 2763.703125
	Iteration 38Q: 3 clusters Score -619141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -619141.625000 Penalty: 2763.703125
	Iteration 39Q: 3 clusters Score -619141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -619142.062500 Penalty: 2763.703125
	Iteration 40F: 3 clusters Score -619142.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -55352.207031 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -55352.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54433.199219 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -54433.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55001.996094 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -55002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -55458.394531 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -55458.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -55990.761719 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -55990.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -56144.964844 Penalty: 2039.909058
	Iteration 4Q: 3 clusters Score -56144.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -56214.207031 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -56214.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -56246.601562 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -56246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -56249.812500 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -56249.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -56251.343750 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -56251.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -56251.343750 Penalty: 2039.909058
	Iteration 9F: 3 clusters Score -56251.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 28424 members 
Mstep: Class 3 contains 105604 members 
Mstep: Class 4 contains 47223 members 
Mstep: Class 5 contains 47036 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 60543 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 36879 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 80464 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 4933 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 20 contains 6338 members 
Entering Unmasked Estep 
Score: -65734996.000000 Penalty: 40671.453125
Splitting cluster 18 changes total score from -65731516.000000 to -65734996.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 20 (6338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Entering Unmasked Estep 
Score: -760274.437500 Penalty: 1422.576660
	Iteration 0F: 2 clusters Score -760274.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -755448.500000 Penalty: 2845.153320
	Iteration 0F: 3 clusters Score -755448.5 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -757076.875000 Penalty: 2845.153320
	Iteration 1F: 3 clusters Score -757076.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -757596.312500 Penalty: 2845.153320
	Iteration 2F: 3 clusters Score -757596.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -758215.812500 Penalty: 2845.153320
	Iteration 3F: 3 clusters Score -758215.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -758865.312500 Penalty: 2845.153320
	Iteration 4F: 3 clusters Score -758865.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -759348.062500 Penalty: 2845.153320
	Iteration 5F: 3 clusters Score -759348.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -759586.062500 Penalty: 2845.153320
	Iteration 6F: 3 clusters Score -759586.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -759679.625000 Penalty: 2845.153320
	Iteration 7Q: 3 clusters Score -759679.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -759709.562500 Penalty: 2845.153320
	Iteration 8Q: 3 clusters Score -759709.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -759721.625000 Penalty: 2845.153320
	Iteration 9Q: 3 clusters Score -759721.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -759731.562500 Penalty: 2845.153320
	Iteration 10Q: 3 clusters Score -759731.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -759739.875000 Penalty: 2845.153320
	Iteration 11Q: 3 clusters Score -759739.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -759741.250000 Penalty: 2845.153320
	Iteration 12Q: 3 clusters Score -759741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -759744.375000 Penalty: 2845.153320
	Iteration 13Q: 3 clusters Score -759744.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -759746.625000 Penalty: 2845.153320
	Iteration 14Q: 3 clusters Score -759746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -759747.937500 Penalty: 2845.153320
	Iteration 15Q: 3 clusters Score -759747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -759747.062500 Penalty: 2845.153320
	Iteration 16Q: 3 clusters Score -759747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -759748.250000 Penalty: 2845.153320
	Iteration 17Q: 3 clusters Score -759748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -759749.250000 Penalty: 2845.153320
	Iteration 18Q: 3 clusters Score -759749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -759749.062500 Penalty: 2845.153320
	Iteration 19Q: 3 clusters Score -759749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -759749.062500 Penalty: 2845.153320
	Iteration 20F: 3 clusters Score -759749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 28424 members 
Mstep: Class 3 contains 105604 members 
Mstep: Class 4 contains 47223 members 
Mstep: Class 5 contains 47036 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 60543 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 4933 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 20 contains 6338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65740404.000000 Penalty: 40671.453125
Iteration 79Q: 20 clusters Score -6.57404e+07 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 28727 members 
Mstep: Class 3 contains 104472 members 
Mstep: Class 4 contains 52387 members 
Mstep: Class 5 contains 46818 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 59900 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 35952 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 78894 members 
Mstep: Class 12 contains 11146 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 106 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 4834 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 20 contains 6206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744836.000000 Penalty: 40671.453125
Iteration 80F: 20 clusters Score -6.574484e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 28804 members 
Mstep: Class 3 contains 102991 members 
Mstep: Class 4 contains 55113 members 
Mstep: Class 5 contains 46739 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 59197 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 37137 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 78852 members 
Mstep: Class 12 contains 11073 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8231 members 
Mstep: Class 17 contains 4674 members 
Mstep: Class 18 contains 581 members 
Mstep: Class 20 contains 6108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65747460.000000 Penalty: 40671.453125
Iteration 81Q: 20 clusters Score -6.574746e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 28854 members 
Mstep: Class 3 contains 101788 members 
Mstep: Class 4 contains 57523 members 
Mstep: Class 5 contains 46668 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 58537 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 38100 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 78584 members 
Mstep: Class 12 contains 11050 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 130 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 4520 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 20 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1959.716797 but Gain 2140.601562
Score: -65749136.000000 Penalty: 38530.851562
Iteration 82Q: 19 clusters Score -6.574914e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 28845 members 
Mstep: Class 3 contains 100969 members 
Mstep: Class 4 contains 60423 members 
Mstep: Class 5 contains 46612 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 58042 members 
Mstep: Class 9 contains 39716 members 
Mstep: Class 10 contains 4831 members 
Mstep: Class 11 contains 78340 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 8258 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 680 members 
Mstep: Class 20 contains 5954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65752604.000000 Penalty: 38530.851562
Iteration 83Q: 19 clusters Score -6.57526e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 28861 members 
Mstep: Class 3 contains 99899 members 
Mstep: Class 4 contains 62526 members 
Mstep: Class 5 contains 46604 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 57457 members 
Mstep: Class 9 contains 39703 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 78056 members 
Mstep: Class 12 contains 11090 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8297 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 20 contains 5898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65753256.000000 Penalty: 38530.851562
Iteration 84Q: 19 clusters Score -6.575326e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 28868 members 
Mstep: Class 3 contains 99002 members 
Mstep: Class 4 contains 64470 members 
Mstep: Class 5 contains 46671 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 56936 members 
Mstep: Class 9 contains 39602 members 
Mstep: Class 10 contains 4670 members 
Mstep: Class 11 contains 77750 members 
Mstep: Class 12 contains 11139 members 
Mstep: Class 13 contains 5193 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 20 contains 5854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65753792.000000 Penalty: 38530.851562
Iteration 85Q: 19 clusters Score -6.575379e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 28851 members 
Mstep: Class 3 contains 98216 members 
Mstep: Class 4 contains 66200 members 
Mstep: Class 5 contains 46697 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 56505 members 
Mstep: Class 9 contains 39461 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 77486 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 5267 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 124 members 
Mstep: Class 16 contains 8361 members 
Mstep: Class 17 contains 4080 members 
Mstep: Class 18 contains 732 members 
Mstep: Class 20 contains 5823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65754244.000000 Penalty: 38530.851562
Iteration 86Q: 19 clusters Score -6.575424e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 28824 members 
Mstep: Class 3 contains 97547 members 
Mstep: Class 4 contains 67819 members 
Mstep: Class 5 contains 46701 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 56123 members 
Mstep: Class 9 contains 39207 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 77232 members 
Mstep: Class 12 contains 11225 members 
Mstep: Class 13 contains 5342 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 123 members 
Mstep: Class 16 contains 8408 members 
Mstep: Class 17 contains 3997 members 
Mstep: Class 18 contains 737 members 
Mstep: Class 20 contains 5802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65754916.000000 Penalty: 38530.851562
Iteration 87Q: 19 clusters Score -6.575492e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 28794 members 
Mstep: Class 3 contains 97011 members 
Mstep: Class 4 contains 69439 members 
Mstep: Class 5 contains 46754 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 55863 members 
Mstep: Class 9 contains 38409 members 
Mstep: Class 10 contains 4481 members 
Mstep: Class 11 contains 77220 members 
Mstep: Class 12 contains 11283 members 
Mstep: Class 13 contains 5429 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 8464 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 745 members 
Mstep: Class 20 contains 5768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65756328.000000 Penalty: 38530.851562
Iteration 88Q: 19 clusters Score -6.575633e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 28798 members 
Mstep: Class 3 contains 96644 members 
Mstep: Class 4 contains 71342 members 
Mstep: Class 5 contains 46889 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 55719 members 
Mstep: Class 9 contains 36531 members 
Mstep: Class 10 contains 4413 members 
Mstep: Class 11 contains 77556 members 
Mstep: Class 12 contains 11364 members 
Mstep: Class 13 contains 5538 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 8522 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 750 members 
Mstep: Class 20 contains 5741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65757080.000000 Penalty: 38530.851562
Iteration 89Q: 19 clusters Score -6.575708e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 28823 members 
Mstep: Class 3 contains 96494 members 
Mstep: Class 4 contains 73569 members 
Mstep: Class 5 contains 47039 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 55694 members 
Mstep: Class 9 contains 33687 members 
Mstep: Class 10 contains 4346 members 
Mstep: Class 11 contains 78124 members 
Mstep: Class 12 contains 11455 members 
Mstep: Class 13 contains 5647 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 3732 members 
Mstep: Class 18 contains 760 members 
Mstep: Class 20 contains 5708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65755936.000000 Penalty: 38530.851562
Iteration 90Q: 19 clusters Score -6.575594e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 28851 members 
Mstep: Class 3 contains 96634 members 
Mstep: Class 4 contains 76008 members 
Mstep: Class 5 contains 47177 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 55925 members 
Mstep: Class 9 contains 29840 members 
Mstep: Class 10 contains 4265 members 
Mstep: Class 11 contains 78874 members 
Mstep: Class 12 contains 11580 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 122 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 766 members 
Mstep: Class 20 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65753564.000000 Penalty: 38530.851562
Iteration 91Q: 19 clusters Score -6.575356e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 28909 members 
Mstep: Class 3 contains 97073 members 
Mstep: Class 4 contains 79396 members 
Mstep: Class 5 contains 47334 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 56319 members 
Mstep: Class 9 contains 24382 members 
Mstep: Class 10 contains 4184 members 
Mstep: Class 11 contains 79801 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 3569 members 
Mstep: Class 18 contains 769 members 
Mstep: Class 20 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65749912.000000 Penalty: 38530.851562
Iteration 92Q: 19 clusters Score -6.574991e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 29029 members 
Mstep: Class 3 contains 97844 members 
Mstep: Class 4 contains 82736 members 
Mstep: Class 5 contains 47507 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 7 contains 56939 members 
Mstep: Class 9 contains 18565 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 80567 members 
Mstep: Class 12 contains 11832 members 
Mstep: Class 13 contains 5988 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 20 contains 5644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744640.000000 Penalty: 38530.851562
Iteration 93Q: 19 clusters Score -6.574464e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 98826 members 
Mstep: Class 4 contains 84345 members 
Mstep: Class 5 contains 47678 members 
Mstep: Class 6 contains 1798 members 
Mstep: Class 7 contains 57713 members 
Mstep: Class 9 contains 14206 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 81177 members 
Mstep: Class 12 contains 11956 members 
Mstep: Class 13 contains 6053 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 8901 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 20 contains 5621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65741412.000000 Penalty: 38530.851562
Iteration 94Q: 19 clusters Score -6.574141e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 29353 members 
Mstep: Class 3 contains 99730 members 
Mstep: Class 4 contains 84499 members 
Mstep: Class 5 contains 47869 members 
Mstep: Class 6 contains 1760 members 
Mstep: Class 7 contains 58452 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 81716 members 
Mstep: Class 12 contains 12049 members 
Mstep: Class 13 contains 6104 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 8960 members 
Mstep: Class 17 contains 3315 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 20 contains 5599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65739756.000000 Penalty: 38530.851562
Iteration 95Q: 19 clusters Score -6.573976e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70073 members 
Mstep: Class 2 contains 29567 members 
Mstep: Class 3 contains 100367 members 
Mstep: Class 4 contains 84191 members 
Mstep: Class 5 contains 48015 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 59080 members 
Mstep: Class 9 contains 9575 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 82203 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 9012 members 
Mstep: Class 17 contains 3259 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 20 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65738924.000000 Penalty: 38530.851562
Iteration 96Q: 19 clusters Score -6.573892e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 29759 members 
Mstep: Class 3 contains 100857 members 
Mstep: Class 4 contains 83774 members 
Mstep: Class 5 contains 48124 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 59656 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 3965 members 
Mstep: Class 11 contains 82580 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 3201 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 20 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65738628.000000 Penalty: 38530.851562
Iteration 97Q: 19 clusters Score -6.573863e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 29932 members 
Mstep: Class 3 contains 101224 members 
Mstep: Class 4 contains 83337 members 
Mstep: Class 5 contains 48205 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 60219 members 
Mstep: Class 9 contains 7173 members 
Mstep: Class 10 contains 3918 members 
Mstep: Class 11 contains 82866 members 
Mstep: Class 12 contains 12272 members 
Mstep: Class 13 contains 6200 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 9075 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 779 members 
Mstep: Class 20 contains 5556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65738168.000000 Penalty: 38530.851562
Iteration 98Q: 19 clusters Score -6.573817e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 30094 members 
Mstep: Class 3 contains 101543 members 
Mstep: Class 4 contains 82958 members 
Mstep: Class 5 contains 48270 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 60702 members 
Mstep: Class 9 contains 6379 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 83023 members 
Mstep: Class 12 contains 12321 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 9085 members 
Mstep: Class 17 contains 3132 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 20 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65738340.000000 Penalty: 38530.851562
Iteration 99Q: 19 clusters Score -6.573834e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 30266 members 
Mstep: Class 3 contains 101743 members 
Mstep: Class 4 contains 82523 members 
Mstep: Class 5 contains 48298 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 7 contains 61155 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 83137 members 
Mstep: Class 12 contains 12365 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 121 members 
Mstep: Class 16 contains 9103 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 20 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2008.093750 but Gain 2140.605469
Score: -65742316.000000 Penalty: 36390.246094
Iteration 100F: 18 clusters Score -6.574232e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 30426 members 
Mstep: Class 3 contains 101837 members 
Mstep: Class 4 contains 87518 members 
Mstep: Class 5 contains 48362 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 61584 members 
Mstep: Class 10 contains 3795 members 
Mstep: Class 11 contains 83199 members 
Mstep: Class 12 contains 12393 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 135 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 20 contains 5535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2124.032471 but Gain 2140.601562
Score: -65739220.000000 Penalty: 34249.644531
Iteration 101Q: 17 clusters Score -6.573922e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 31071 members 
Mstep: Class 3 contains 102589 members 
Mstep: Class 4 contains 86465 members 
Mstep: Class 5 contains 48418 members 
Mstep: Class 7 contains 62329 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 11 contains 83553 members 
Mstep: Class 12 contains 12427 members 
Mstep: Class 13 contains 6336 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9152 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 20 contains 5531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65741996.000000 Penalty: 34249.644531
Iteration 102Q: 17 clusters Score -6.5742e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 31282 members 
Mstep: Class 3 contains 102553 members 
Mstep: Class 4 contains 85939 members 
Mstep: Class 5 contains 48470 members 
Mstep: Class 7 contains 62689 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 83486 members 
Mstep: Class 12 contains 12481 members 
Mstep: Class 13 contains 6366 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9161 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 20 contains 5534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65742316.000000 Penalty: 34249.644531
Iteration 103Q: 17 clusters Score -6.574232e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 31458 members 
Mstep: Class 3 contains 102473 members 
Mstep: Class 4 contains 85483 members 
Mstep: Class 5 contains 48503 members 
Mstep: Class 7 contains 63069 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 83422 members 
Mstep: Class 12 contains 12537 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 20 contains 5534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65742608.000000 Penalty: 34249.644531
Iteration 104Q: 17 clusters Score -6.574261e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 31608 members 
Mstep: Class 3 contains 102388 members 
Mstep: Class 4 contains 85097 members 
Mstep: Class 5 contains 48563 members 
Mstep: Class 7 contains 63393 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 83357 members 
Mstep: Class 12 contains 12586 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 20 contains 5537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743048.000000 Penalty: 34249.644531
Iteration 105Q: 17 clusters Score -6.574305e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 31760 members 
Mstep: Class 3 contains 102285 members 
Mstep: Class 4 contains 84777 members 
Mstep: Class 5 contains 48652 members 
Mstep: Class 7 contains 63686 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 11 contains 83294 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 132 members 
Mstep: Class 16 contains 9197 members 
Mstep: Class 17 contains 2896 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 20 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743296.000000 Penalty: 34249.644531
Iteration 106Q: 17 clusters Score -6.57433e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 102166 members 
Mstep: Class 4 contains 84528 members 
Mstep: Class 5 contains 48713 members 
Mstep: Class 7 contains 63950 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 83233 members 
Mstep: Class 12 contains 12649 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9208 members 
Mstep: Class 17 contains 2837 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 20 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743456.000000 Penalty: 34249.644531
Iteration 107Q: 17 clusters Score -6.574346e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 32010 members 
Mstep: Class 3 contains 102000 members 
Mstep: Class 4 contains 84344 members 
Mstep: Class 5 contains 48769 members 
Mstep: Class 7 contains 64197 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 83211 members 
Mstep: Class 12 contains 12664 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9219 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 20 contains 5535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743604.000000 Penalty: 34249.644531
Iteration 108Q: 17 clusters Score -6.57436e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 32113 members 
Mstep: Class 3 contains 101879 members 
Mstep: Class 4 contains 84180 members 
Mstep: Class 5 contains 48836 members 
Mstep: Class 7 contains 64394 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 11 contains 83153 members 
Mstep: Class 12 contains 12690 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 20 contains 5527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743792.000000 Penalty: 34249.644531
Iteration 109Q: 17 clusters Score -6.574379e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 32195 members 
Mstep: Class 3 contains 101801 members 
Mstep: Class 4 contains 84041 members 
Mstep: Class 5 contains 48869 members 
Mstep: Class 7 contains 64584 members 
Mstep: Class 10 contains 3536 members 
Mstep: Class 11 contains 83090 members 
Mstep: Class 12 contains 12697 members 
Mstep: Class 13 contains 6557 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9222 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 779 members 
Mstep: Class 20 contains 5526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743808.000000 Penalty: 34249.644531
Iteration 110Q: 17 clusters Score -6.574381e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 32296 members 
Mstep: Class 3 contains 101720 members 
Mstep: Class 4 contains 83893 members 
Mstep: Class 5 contains 48894 members 
Mstep: Class 7 contains 64774 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 83053 members 
Mstep: Class 12 contains 12698 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9225 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 20 contains 5520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743936.000000 Penalty: 34249.644531
Iteration 111Q: 17 clusters Score -6.574394e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 32403 members 
Mstep: Class 3 contains 101667 members 
Mstep: Class 4 contains 83747 members 
Mstep: Class 5 contains 48906 members 
Mstep: Class 7 contains 64945 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 83027 members 
Mstep: Class 12 contains 12693 members 
Mstep: Class 13 contains 6599 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 20 contains 5513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743880.000000 Penalty: 34249.644531
Iteration 112Q: 17 clusters Score -6.574388e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 32512 members 
Mstep: Class 3 contains 101600 members 
Mstep: Class 4 contains 83635 members 
Mstep: Class 5 contains 48944 members 
Mstep: Class 7 contains 65090 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 83001 members 
Mstep: Class 12 contains 12695 members 
Mstep: Class 13 contains 6616 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9235 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 20 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743900.000000 Penalty: 34249.644531
Iteration 113Q: 17 clusters Score -6.57439e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 32610 members 
Mstep: Class 3 contains 101547 members 
Mstep: Class 4 contains 83511 members 
Mstep: Class 5 contains 48974 members 
Mstep: Class 7 contains 65229 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 82986 members 
Mstep: Class 12 contains 12696 members 
Mstep: Class 13 contains 6633 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9238 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 20 contains 5499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744008.000000 Penalty: 34249.644531
Iteration 114Q: 17 clusters Score -6.574401e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 32688 members 
Mstep: Class 3 contains 101492 members 
Mstep: Class 4 contains 83388 members 
Mstep: Class 5 contains 49033 members 
Mstep: Class 7 contains 65368 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 82970 members 
Mstep: Class 12 contains 12699 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9236 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 20 contains 5501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744192.000000 Penalty: 34249.644531
Iteration 115Q: 17 clusters Score -6.574419e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 32793 members 
Mstep: Class 3 contains 101429 members 
Mstep: Class 4 contains 83286 members 
Mstep: Class 5 contains 49060 members 
Mstep: Class 7 contains 65493 members 
Mstep: Class 10 contains 3422 members 
Mstep: Class 11 contains 82942 members 
Mstep: Class 12 contains 12691 members 
Mstep: Class 13 contains 6668 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 9233 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 779 members 
Mstep: Class 20 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744232.000000 Penalty: 34249.644531
Iteration 116Q: 17 clusters Score -6.574423e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 32871 members 
Mstep: Class 3 contains 101398 members 
Mstep: Class 4 contains 83182 members 
Mstep: Class 5 contains 49084 members 
Mstep: Class 7 contains 65598 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 82916 members 
Mstep: Class 12 contains 12685 members 
Mstep: Class 13 contains 6681 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 130 members 
Mstep: Class 16 contains 9233 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 780 members 
Mstep: Class 20 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744228.000000 Penalty: 34249.644531
Iteration 117Q: 17 clusters Score -6.574423e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 32946 members 
Mstep: Class 3 contains 101353 members 
Mstep: Class 4 contains 83103 members 
Mstep: Class 5 contains 49077 members 
Mstep: Class 7 contains 65712 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 82902 members 
Mstep: Class 12 contains 12686 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 9219 members 
Mstep: Class 17 contains 2466 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 20 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744176.000000 Penalty: 34249.644531
Iteration 118Q: 17 clusters Score -6.574418e+07 nChanged 632
Entering ConstructFrom: 
Score: -65744176.000000 Penalty: 34249.644531
Entering ConstructFrom: 
Trying to split cluster 1 (69874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Entering Unmasked Estep 
Score: -8950324.000000 Penalty: 1812.597900
	Iteration 0F: 2 clusters Score -8950324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -8908407.000000 Penalty: 3625.195801
	Iteration 0F: 3 clusters Score -8908407 nChanged 33063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -8927852.000000 Penalty: 3625.195801
	Iteration 1F: 3 clusters Score -8927852 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -8928829.000000 Penalty: 3625.195801
	Iteration 2Q: 3 clusters Score -8928829 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -8930316.000000 Penalty: 3625.195801
	Iteration 3Q: 3 clusters Score -8930316 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -8932582.000000 Penalty: 3625.195801
	Iteration 4F: 3 clusters Score -8932582 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -8935793.000000 Penalty: 3625.195801
	Iteration 5F: 3 clusters Score -8935793 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -8939972.000000 Penalty: 3625.195801
	Iteration 6F: 3 clusters Score -8939972 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -8943704.000000 Penalty: 3625.195801
	Iteration 7F: 3 clusters Score -8943704 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -8945708.000000 Penalty: 3625.195801
	Iteration 8F: 3 clusters Score -8945708 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -8946428.000000 Penalty: 3625.195801
	Iteration 9Q: 3 clusters Score -8946428 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -8946790.000000 Penalty: 3625.195801
	Iteration 10Q: 3 clusters Score -8946790 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -8947045.000000 Penalty: 3625.195801
	Iteration 11Q: 3 clusters Score -8947045 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -8947252.000000 Penalty: 3625.195801
	Iteration 12Q: 3 clusters Score -8947252 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -8947434.000000 Penalty: 3625.195801
	Iteration 13Q: 3 clusters Score -8947434 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -8947581.000000 Penalty: 3625.195801
	Iteration 14Q: 3 clusters Score -8947581 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -8947663.000000 Penalty: 3625.195801
	Iteration 15Q: 3 clusters Score -8947663 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -8947763.000000 Penalty: 3625.195801
	Iteration 16Q: 3 clusters Score -8947763 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -8947854.000000 Penalty: 3625.195801
	Iteration 17Q: 3 clusters Score -8947854 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -8947932.000000 Penalty: 3625.195801
	Iteration 18Q: 3 clusters Score -8947932 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -8948010.000000 Penalty: 3625.195801
	Iteration 19Q: 3 clusters Score -8948010 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -8948100.000000 Penalty: 3625.195801
	Iteration 20F: 3 clusters Score -8948100 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -8948161.000000 Penalty: 3625.195801
	Iteration 21Q: 3 clusters Score -8948161 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -8948284.000000 Penalty: 3625.195801
	Iteration 22Q: 3 clusters Score -8948284 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -8948338.000000 Penalty: 3625.195801
	Iteration 23Q: 3 clusters Score -8948338 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -8948414.000000 Penalty: 3625.195801
	Iteration 24Q: 3 clusters Score -8948414 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -8948496.000000 Penalty: 3625.195801
	Iteration 25Q: 3 clusters Score -8948496 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -8948617.000000 Penalty: 3625.195801
	Iteration 26Q: 3 clusters Score -8948617 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -8948699.000000 Penalty: 3625.195801
	Iteration 27Q: 3 clusters Score -8948699 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -8948708.000000 Penalty: 3625.195801
	Iteration 28Q: 3 clusters Score -8948708 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -8948778.000000 Penalty: 3625.195801
	Iteration 29Q: 3 clusters Score -8948778 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -8948760.000000 Penalty: 3625.195801
	Iteration 30Q: 3 clusters Score -8948760 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -8948791.000000 Penalty: 3625.195801
	Iteration 31Q: 3 clusters Score -8948791 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -8948828.000000 Penalty: 3625.195801
	Iteration 32Q: 3 clusters Score -8948828 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -8948817.000000 Penalty: 3625.195801
	Iteration 33Q: 3 clusters Score -8948817 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -8948820.000000 Penalty: 3625.195801
	Iteration 34Q: 3 clusters Score -8948820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -8948819.000000 Penalty: 3625.195801
	Iteration 35Q: 3 clusters Score -8948819 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -8948828.000000 Penalty: 3625.195801
	Iteration 36Q: 3 clusters Score -8948828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -8948842.000000 Penalty: 3625.195801
	Iteration 37Q: 3 clusters Score -8948842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -8948851.000000 Penalty: 3625.195801
	Iteration 38Q: 3 clusters Score -8948851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -8948846.000000 Penalty: 3625.195801
	Iteration 39Q: 3 clusters Score -8948846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -8948861.000000 Penalty: 3625.195801
	Iteration 40F: 3 clusters Score -8948861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -8948844.000000 Penalty: 3625.195801
	Iteration 41Q: 3 clusters Score -8948844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -8948838.000000 Penalty: 3625.195801
	Iteration 42Q: 3 clusters Score -8948838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -8948840.000000 Penalty: 3625.195801
	Iteration 43Q: 3 clusters Score -8948840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -8948845.000000 Penalty: 3625.195801
	Iteration 44Q: 3 clusters Score -8948845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -8948852.000000 Penalty: 3625.195801
	Iteration 45Q: 3 clusters Score -8948852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -8948867.000000 Penalty: 3625.195801
	Iteration 46Q: 3 clusters Score -8948867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -8948860.000000 Penalty: 3625.195801
	Iteration 47Q: 3 clusters Score -8948860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -8948874.000000 Penalty: 3625.195801
	Iteration 48Q: 3 clusters Score -8948874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -8948871.000000 Penalty: 3625.195801
	Iteration 49Q: 3 clusters Score -8948871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -8948859.000000 Penalty: 3625.195801
	Iteration 50Q: 3 clusters Score -8948859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -8948857.000000 Penalty: 3625.195801
	Iteration 51Q: 3 clusters Score -8948857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -8948855.000000 Penalty: 3625.195801
	Iteration 52Q: 3 clusters Score -8948855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -8948850.000000 Penalty: 3625.195801
	Iteration 53Q: 3 clusters Score -8948850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -8948858.000000 Penalty: 3625.195801
	Iteration 54Q: 3 clusters Score -8948858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -8948859.000000 Penalty: 3625.195801
	Iteration 55Q: 3 clusters Score -8948859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -8948862.000000 Penalty: 3625.195801
	Iteration 56Q: 3 clusters Score -8948862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -8948862.000000 Penalty: 3625.195801
	Iteration 57Q: 3 clusters Score -8948862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -8948863.000000 Penalty: 3625.195801
	Iteration 58Q: 3 clusters Score -8948863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -8948861.000000 Penalty: 3625.195801
	Iteration 59Q: 3 clusters Score -8948861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -8948853.000000 Penalty: 3625.195801
	Iteration 60F: 3 clusters Score -8948853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -8948856.000000 Penalty: 3625.195801
	Iteration 61Q: 3 clusters Score -8948856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -8948852.000000 Penalty: 3625.195801
	Iteration 62Q: 3 clusters Score -8948852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -8948859.000000 Penalty: 3625.195801
	Iteration 63Q: 3 clusters Score -8948859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -8948861.000000 Penalty: 3625.195801
	Iteration 64Q: 3 clusters Score -8948861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -8948861.000000 Penalty: 3625.195801
	Iteration 65F: 3 clusters Score -8948861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Entering Unmasked Estep 
Score: -4092711.250000 Penalty: 1690.786255
	Iteration 0F: 2 clusters Score -4092711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -4070491.250000 Penalty: 3381.572510
	Iteration 0F: 3 clusters Score -4070491 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4079098.000000 Penalty: 3381.572510
	Iteration 1F: 3 clusters Score -4079098 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4079635.250000 Penalty: 3381.572510
	Iteration 2Q: 3 clusters Score -4079635 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4080419.000000 Penalty: 3381.572510
	Iteration 3F: 3 clusters Score -4080419 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -4081698.250000 Penalty: 3381.572510
	Iteration 4F: 3 clusters Score -4081698 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4083624.250000 Penalty: 3381.572510
	Iteration 5F: 3 clusters Score -4083624 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4085943.500000 Penalty: 3381.572510
	Iteration 6F: 3 clusters Score -4085944 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -4088116.500000 Penalty: 3381.572510
	Iteration 7F: 3 clusters Score -4088116 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4089593.000000 Penalty: 3381.572510
	Iteration 8Q: 3 clusters Score -4089593 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4090483.000000 Penalty: 3381.572510
	Iteration 9Q: 3 clusters Score -4090483 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -4090857.250000 Penalty: 3381.572510
	Iteration 10Q: 3 clusters Score -4090857 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4091037.250000 Penalty: 3381.572510
	Iteration 11Q: 3 clusters Score -4091037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4091125.750000 Penalty: 3381.572510
	Iteration 12Q: 3 clusters Score -4091126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4091185.500000 Penalty: 3381.572510
	Iteration 13Q: 3 clusters Score -4091186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4091231.500000 Penalty: 3381.572510
	Iteration 14Q: 3 clusters Score -4091232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4091265.250000 Penalty: 3381.572510
	Iteration 15Q: 3 clusters Score -4091265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4091285.250000 Penalty: 3381.572510
	Iteration 16Q: 3 clusters Score -4091285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4091304.250000 Penalty: 3381.572510
	Iteration 17Q: 3 clusters Score -4091304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4091315.000000 Penalty: 3381.572510
	Iteration 18Q: 3 clusters Score -4091315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4091326.750000 Penalty: 3381.572510
	Iteration 19Q: 3 clusters Score -4091327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -4091329.000000 Penalty: 3381.572510
	Iteration 20F: 3 clusters Score -4091329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4091329.250000 Penalty: 3381.572510
	Iteration 21Q: 3 clusters Score -4091329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4091340.750000 Penalty: 3381.572510
	Iteration 22Q: 3 clusters Score -4091341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4091349.500000 Penalty: 3381.572510
	Iteration 23Q: 3 clusters Score -4091350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4091352.250000 Penalty: 3381.572510
	Iteration 24Q: 3 clusters Score -4091352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4091350.500000 Penalty: 3381.572510
	Iteration 25Q: 3 clusters Score -4091350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4091346.500000 Penalty: 3381.572510
	Iteration 26Q: 3 clusters Score -4091346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4091348.000000 Penalty: 3381.572510
	Iteration 27Q: 3 clusters Score -4091348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4091348.000000 Penalty: 3381.572510
	Iteration 28F: 3 clusters Score -4091348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Entering Unmasked Estep 
Score: -12929872.000000 Penalty: 1872.962158
	Iteration 0F: 2 clusters Score -1.292987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -12873618.000000 Penalty: 3745.924316
	Iteration 0F: 3 clusters Score -1.287362e+07 nChanged 48419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -12901339.000000 Penalty: 3745.924316
	Iteration 1F: 3 clusters Score -1.290134e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -12901999.000000 Penalty: 3745.924316
	Iteration 2Q: 3 clusters Score -1.2902e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -12902717.000000 Penalty: 3745.924316
	Iteration 3Q: 3 clusters Score -1.290272e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -12903654.000000 Penalty: 3745.924316
	Iteration 4Q: 3 clusters Score -1.290365e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -12905020.000000 Penalty: 3745.924316
	Iteration 5Q: 3 clusters Score -1.290502e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -12906769.000000 Penalty: 3745.924316
	Iteration 6Q: 3 clusters Score -1.290677e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -12909490.000000 Penalty: 3745.924316
	Iteration 7F: 3 clusters Score -1.290949e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -12913701.000000 Penalty: 3745.924316
	Iteration 8F: 3 clusters Score -1.29137e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -12919312.000000 Penalty: 3745.924316
	Iteration 9F: 3 clusters Score -1.291931e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -12924564.000000 Penalty: 3745.924316
	Iteration 10F: 3 clusters Score -1.292456e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -12927510.000000 Penalty: 3745.924316
	Iteration 11Q: 3 clusters Score -1.292751e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -12928585.000000 Penalty: 3745.924316
	Iteration 12Q: 3 clusters Score -1.292858e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -12929157.000000 Penalty: 3745.924316
	Iteration 13Q: 3 clusters Score -1.292916e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -12929253.000000 Penalty: 3745.924316
	Iteration 14Q: 3 clusters Score -1.292925e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -12929201.000000 Penalty: 3745.924316
	Iteration 15Q: 3 clusters Score -1.29292e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -12928860.000000 Penalty: 3745.924316
	Iteration 16Q: 3 clusters Score -1.292886e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -12928590.000000 Penalty: 3745.924316
	Iteration 17Q: 3 clusters Score -1.292859e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -12928540.000000 Penalty: 3745.924316
	Iteration 18Q: 3 clusters Score -1.292854e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -12928447.000000 Penalty: 3745.924316
	Iteration 19Q: 3 clusters Score -1.292845e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98856 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -12928571.000000 Penalty: 3745.924316
	Iteration 20F: 3 clusters Score -1.292857e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12928580.000000 Penalty: 3745.924316
	Iteration 21Q: 3 clusters Score -1.292858e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99962 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12928563.000000 Penalty: 3745.924316
	Iteration 22Q: 3 clusters Score -1.292856e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12928591.000000 Penalty: 3745.924316
	Iteration 23Q: 3 clusters Score -1.292859e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100442 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12928623.000000 Penalty: 3745.924316
	Iteration 24Q: 3 clusters Score -1.292862e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12928612.000000 Penalty: 3745.924316
	Iteration 25Q: 3 clusters Score -1.292861e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12928598.000000 Penalty: 3745.924316
	Iteration 26Q: 3 clusters Score -1.29286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12928589.000000 Penalty: 3745.924316
	Iteration 27Q: 3 clusters Score -1.292859e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12928606.000000 Penalty: 3745.924316
	Iteration 28Q: 3 clusters Score -1.292861e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12928592.000000 Penalty: 3745.924316
	Iteration 29Q: 3 clusters Score -1.292859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12928579.000000 Penalty: 3745.924316
	Iteration 30Q: 3 clusters Score -1.292858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12928569.000000 Penalty: 3745.924316
	Iteration 31Q: 3 clusters Score -1.292857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12928566.000000 Penalty: 3745.924316
	Iteration 32Q: 3 clusters Score -1.292857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12928570.000000 Penalty: 3745.924316
	Iteration 33Q: 3 clusters Score -1.292857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12928562.000000 Penalty: 3745.924316
	Iteration 34Q: 3 clusters Score -1.292856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12928563.000000 Penalty: 3745.924316
	Iteration 35Q: 3 clusters Score -1.292856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12928552.000000 Penalty: 3745.924316
	Iteration 36Q: 3 clusters Score -1.292855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100890 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12928542.000000 Penalty: 3745.924316
	Iteration 37Q: 3 clusters Score -1.292854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12928544.000000 Penalty: 3745.924316
	Iteration 38Q: 3 clusters Score -1.292854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12928545.000000 Penalty: 3745.924316
	Iteration 39Q: 3 clusters Score -1.292854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12928548.000000 Penalty: 3745.924316
	Iteration 40F: 3 clusters Score -1.292855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12928545.000000 Penalty: 3745.924316
	Iteration 41Q: 3 clusters Score -1.292854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12928544.000000 Penalty: 3745.924316
	Iteration 42Q: 3 clusters Score -1.292854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12928542.000000 Penalty: 3745.924316
	Iteration 43Q: 3 clusters Score -1.292854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12928539.000000 Penalty: 3745.924316
	Iteration 44Q: 3 clusters Score -1.292854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12928539.000000 Penalty: 3745.924316
	Iteration 45Q: 3 clusters Score -1.292854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12928541.000000 Penalty: 3745.924316
	Iteration 46Q: 3 clusters Score -1.292854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12928539.000000 Penalty: 3745.924316
	Iteration 47Q: 3 clusters Score -1.292854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12928535.000000 Penalty: 3745.924316
	Iteration 48Q: 3 clusters Score -1.292854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12928534.000000 Penalty: 3745.924316
	Iteration 49Q: 3 clusters Score -1.292853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12928534.000000 Penalty: 3745.924316
	Iteration 50Q: 3 clusters Score -1.292853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12928534.000000 Penalty: 3745.924316
	Iteration 51Q: 3 clusters Score -1.292853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12928530.000000 Penalty: 3745.924316
	Iteration 52Q: 3 clusters Score -1.292853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12928533.000000 Penalty: 3745.924316
	Iteration 53Q: 3 clusters Score -1.292853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12928540.000000 Penalty: 3745.924316
	Iteration 54Q: 3 clusters Score -1.292854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12928537.000000 Penalty: 3745.924316
	Iteration 55Q: 3 clusters Score -1.292854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12928531.000000 Penalty: 3745.924316
	Iteration 56Q: 3 clusters Score -1.292853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12928532.000000 Penalty: 3745.924316
	Iteration 57Q: 3 clusters Score -1.292853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12928532.000000 Penalty: 3745.924316
	Iteration 58F: 3 clusters Score -1.292853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (83036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Entering Unmasked Estep 
Score: -10632114.000000 Penalty: 1840.642212
	Iteration 0F: 2 clusters Score -1.063211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -10592475.000000 Penalty: 3681.284424
	Iteration 0F: 3 clusters Score -1.059248e+07 nChanged 39625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -10615360.000000 Penalty: 3681.284424
	Iteration 1F: 3 clusters Score -1.061536e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -10616086.000000 Penalty: 3681.284424
	Iteration 2Q: 3 clusters Score -1.061609e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -10616828.000000 Penalty: 3681.284424
	Iteration 3Q: 3 clusters Score -1.061683e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -10618055.000000 Penalty: 3681.284424
	Iteration 4Q: 3 clusters Score -1.061806e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -10619724.000000 Penalty: 3681.284424
	Iteration 5Q: 3 clusters Score -1.061972e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -10622351.000000 Penalty: 3681.284424
	Iteration 6F: 3 clusters Score -1.062235e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -10626253.000000 Penalty: 3681.284424
	Iteration 7F: 3 clusters Score -1.062625e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -10630104.000000 Penalty: 3681.284424
	Iteration 8F: 3 clusters Score -1.06301e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -10632369.000000 Penalty: 3681.284424
	Iteration 9F: 3 clusters Score -1.063237e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -10633078.000000 Penalty: 3681.284424
	Iteration 10Q: 3 clusters Score -1.063308e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -10633302.000000 Penalty: 3681.284424
	Iteration 11Q: 3 clusters Score -1.06333e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -10633453.000000 Penalty: 3681.284424
	Iteration 12Q: 3 clusters Score -1.063345e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -10633531.000000 Penalty: 3681.284424
	Iteration 13Q: 3 clusters Score -1.063353e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -10633638.000000 Penalty: 3681.284424
	Iteration 14Q: 3 clusters Score -1.063364e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -10633706.000000 Penalty: 3681.284424
	Iteration 15Q: 3 clusters Score -1.063371e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -10633772.000000 Penalty: 3681.284424
	Iteration 16Q: 3 clusters Score -1.063377e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -10633847.000000 Penalty: 3681.284424
	Iteration 17Q: 3 clusters Score -1.063385e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -10633891.000000 Penalty: 3681.284424
	Iteration 18Q: 3 clusters Score -1.063389e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -10634006.000000 Penalty: 3681.284424
	Iteration 19Q: 3 clusters Score -1.063401e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -10634039.000000 Penalty: 3681.284424
	Iteration 20F: 3 clusters Score -1.063404e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -10634100.000000 Penalty: 3681.284424
	Iteration 21Q: 3 clusters Score -1.06341e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -10634130.000000 Penalty: 3681.284424
	Iteration 22Q: 3 clusters Score -1.063413e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -10634200.000000 Penalty: 3681.284424
	Iteration 23Q: 3 clusters Score -1.06342e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -10634306.000000 Penalty: 3681.284424
	Iteration 24Q: 3 clusters Score -1.063431e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -10634397.000000 Penalty: 3681.284424
	Iteration 25Q: 3 clusters Score -1.06344e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -10634431.000000 Penalty: 3681.284424
	Iteration 26Q: 3 clusters Score -1.063443e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -10634516.000000 Penalty: 3681.284424
	Iteration 27Q: 3 clusters Score -1.063452e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -10634550.000000 Penalty: 3681.284424
	Iteration 28Q: 3 clusters Score -1.063455e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -10634590.000000 Penalty: 3681.284424
	Iteration 29Q: 3 clusters Score -1.063459e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -10634655.000000 Penalty: 3681.284424
	Iteration 30Q: 3 clusters Score -1.063466e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -10634738.000000 Penalty: 3681.284424
	Iteration 31Q: 3 clusters Score -1.063474e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -10634734.000000 Penalty: 3681.284424
	Iteration 32Q: 3 clusters Score -1.063473e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -10634805.000000 Penalty: 3681.284424
	Iteration 33Q: 3 clusters Score -1.06348e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -10634786.000000 Penalty: 3681.284424
	Iteration 34Q: 3 clusters Score -1.063479e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -10634818.000000 Penalty: 3681.284424
	Iteration 35Q: 3 clusters Score -1.063482e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -10634867.000000 Penalty: 3681.284424
	Iteration 36Q: 3 clusters Score -1.063487e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -10634844.000000 Penalty: 3681.284424
	Iteration 37Q: 3 clusters Score -1.063484e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -10634845.000000 Penalty: 3681.284424
	Iteration 38Q: 3 clusters Score -1.063484e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -10634852.000000 Penalty: 3681.284424
	Iteration 39Q: 3 clusters Score -1.063485e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -10634872.000000 Penalty: 3681.284424
	Iteration 40F: 3 clusters Score -1.063487e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -10634933.000000 Penalty: 3681.284424
	Iteration 41Q: 3 clusters Score -1.063493e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -10634959.000000 Penalty: 3681.284424
	Iteration 42Q: 3 clusters Score -1.063496e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -10634980.000000 Penalty: 3681.284424
	Iteration 43Q: 3 clusters Score -1.063498e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -10635012.000000 Penalty: 3681.284424
	Iteration 44Q: 3 clusters Score -1.063501e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -10635033.000000 Penalty: 3681.284424
	Iteration 45Q: 3 clusters Score -1.063503e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -10635061.000000 Penalty: 3681.284424
	Iteration 46Q: 3 clusters Score -1.063506e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -10635102.000000 Penalty: 3681.284424
	Iteration 47Q: 3 clusters Score -1.06351e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -10635103.000000 Penalty: 3681.284424
	Iteration 48Q: 3 clusters Score -1.06351e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -10635099.000000 Penalty: 3681.284424
	Iteration 49Q: 3 clusters Score -1.06351e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -10635126.000000 Penalty: 3681.284424
	Iteration 50Q: 3 clusters Score -1.063513e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -10635128.000000 Penalty: 3681.284424
	Iteration 51Q: 3 clusters Score -1.063513e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -10635146.000000 Penalty: 3681.284424
	Iteration 52Q: 3 clusters Score -1.063515e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -10635132.000000 Penalty: 3681.284424
	Iteration 53Q: 3 clusters Score -1.063513e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -10635144.000000 Penalty: 3681.284424
	Iteration 54Q: 3 clusters Score -1.063514e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -10635147.000000 Penalty: 3681.284424
	Iteration 55Q: 3 clusters Score -1.063515e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -10635132.000000 Penalty: 3681.284424
	Iteration 56Q: 3 clusters Score -1.063513e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -10635159.000000 Penalty: 3681.284424
	Iteration 57Q: 3 clusters Score -1.063516e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -10635138.000000 Penalty: 3681.284424
	Iteration 58Q: 3 clusters Score -1.063514e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -10635174.000000 Penalty: 3681.284424
	Iteration 59Q: 3 clusters Score -1.063517e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -10635180.000000 Penalty: 3681.284424
	Iteration 60F: 3 clusters Score -1.063518e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -10635194.000000 Penalty: 3681.284424
	Iteration 61Q: 3 clusters Score -1.063519e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -10635210.000000 Penalty: 3681.284424
	Iteration 62Q: 3 clusters Score -1.063521e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -10635210.000000 Penalty: 3681.284424
	Iteration 63Q: 3 clusters Score -1.063521e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -10635195.000000 Penalty: 3681.284424
	Iteration 64Q: 3 clusters Score -1.06352e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -10635208.000000 Penalty: 3681.284424
	Iteration 65Q: 3 clusters Score -1.063521e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -10635242.000000 Penalty: 3681.284424
	Iteration 66Q: 3 clusters Score -1.063524e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -10635269.000000 Penalty: 3681.284424
	Iteration 67Q: 3 clusters Score -1.063527e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -10635280.000000 Penalty: 3681.284424
	Iteration 68Q: 3 clusters Score -1.063528e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -10635325.000000 Penalty: 3681.284424
	Iteration 69Q: 3 clusters Score -1.063532e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -10635321.000000 Penalty: 3681.284424
	Iteration 70Q: 3 clusters Score -1.063532e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -10635322.000000 Penalty: 3681.284424
	Iteration 71Q: 3 clusters Score -1.063532e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -10635317.000000 Penalty: 3681.284424
	Iteration 72Q: 3 clusters Score -1.063532e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -10635330.000000 Penalty: 3681.284424
	Iteration 73Q: 3 clusters Score -1.063533e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -10635331.000000 Penalty: 3681.284424
	Iteration 74Q: 3 clusters Score -1.063533e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -10635332.000000 Penalty: 3681.284424
	Iteration 75Q: 3 clusters Score -1.063533e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -10635342.000000 Penalty: 3681.284424
	Iteration 76Q: 3 clusters Score -1.063534e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -10635347.000000 Penalty: 3681.284424
	Iteration 77Q: 3 clusters Score -1.063535e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -10635340.000000 Penalty: 3681.284424
	Iteration 78Q: 3 clusters Score -1.063534e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -10635349.000000 Penalty: 3681.284424
	Iteration 79Q: 3 clusters Score -1.063535e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -10635362.000000 Penalty: 3681.284424
	Iteration 80F: 3 clusters Score -1.063536e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -10635406.000000 Penalty: 3681.284424
	Iteration 81Q: 3 clusters Score -1.063541e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -10635410.000000 Penalty: 3681.284424
	Iteration 82Q: 3 clusters Score -1.063541e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -10635463.000000 Penalty: 3681.284424
	Iteration 83Q: 3 clusters Score -1.063546e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -10635499.000000 Penalty: 3681.284424
	Iteration 84Q: 3 clusters Score -1.06355e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -10635506.000000 Penalty: 3681.284424
	Iteration 85Q: 3 clusters Score -1.063551e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -10635540.000000 Penalty: 3681.284424
	Iteration 86Q: 3 clusters Score -1.063554e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -10635581.000000 Penalty: 3681.284424
	Iteration 87Q: 3 clusters Score -1.063558e+07 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -10635622.000000 Penalty: 3681.284424
	Iteration 88Q: 3 clusters Score -1.063562e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -10635676.000000 Penalty: 3681.284424
	Iteration 89Q: 3 clusters Score -1.063568e+07 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -10635729.000000 Penalty: 3681.284424
	Iteration 90Q: 3 clusters Score -1.063573e+07 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -10635797.000000 Penalty: 3681.284424
	Iteration 91Q: 3 clusters Score -1.06358e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -10635833.000000 Penalty: 3681.284424
	Iteration 92Q: 3 clusters Score -1.063583e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -10635894.000000 Penalty: 3681.284424
	Iteration 93Q: 3 clusters Score -1.063589e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -10635971.000000 Penalty: 3681.284424
	Iteration 94Q: 3 clusters Score -1.063597e+07 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.063607e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -10636099.000000 Penalty: 3681.284424
	Iteration 96Q: 3 clusters Score -1.06361e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -10636168.000000 Penalty: 3681.284424
	Iteration 97Q: 3 clusters Score -1.063617e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -10636262.000000 Penalty: 3681.284424
	Iteration 98Q: 3 clusters Score -1.063626e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -10636370.000000 Penalty: 3681.284424
	Iteration 99Q: 3 clusters Score -1.063637e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -10636531.000000 Penalty: 3681.284424
	Iteration 100F: 3 clusters Score -1.063653e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -10636660.000000 Penalty: 3681.284424
	Iteration 101Q: 3 clusters Score -1.063666e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -10636790.000000 Penalty: 3681.284424
	Iteration 102Q: 3 clusters Score -1.063679e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -10636978.000000 Penalty: 3681.284424
	Iteration 103Q: 3 clusters Score -1.063698e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -10637234.000000 Penalty: 3681.284424
	Iteration 104Q: 3 clusters Score -1.063723e+07 nChanged 866
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.063749e+07 nChanged 894
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.063773e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.063799e+07 nChanged 1014
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.063835e+07 nChanged 1085
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -10638712.000000 Penalty: 3681.284424
	Iteration 109Q: 3 clusters Score -1.063871e+07 nChanged 1087
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.063912e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -10639522.000000 Penalty: 3681.284424
	Iteration 111Q: 3 clusters Score -1.063952e+07 nChanged 1064
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -10639895.000000 Penalty: 3681.284424
	Iteration 112Q: 3 clusters Score -1.06399e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -10640291.000000 Penalty: 3681.284424
	Iteration 113Q: 3 clusters Score -1.064029e+07 nChanged 1120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -10640733.000000 Penalty: 3681.284424
	Iteration 114Q: 3 clusters Score -1.064073e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -10641048.000000 Penalty: 3681.284424
	Iteration 115Q: 3 clusters Score -1.064105e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -10641377.000000 Penalty: 3681.284424
	Iteration 116Q: 3 clusters Score -1.064138e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -10641690.000000 Penalty: 3681.284424
	Iteration 117Q: 3 clusters Score -1.064169e+07 nChanged 938
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -10641948.000000 Penalty: 3681.284424
	Iteration 118Q: 3 clusters Score -1.064195e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -10642169.000000 Penalty: 3681.284424
	Iteration 119Q: 3 clusters Score -1.064217e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -10642410.000000 Penalty: 3681.284424
	Iteration 120F: 3 clusters Score -1.064241e+07 nChanged 733
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -10642663.000000 Penalty: 3681.284424
	Iteration 121Q: 3 clusters Score -1.064266e+07 nChanged 710
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -10642806.000000 Penalty: 3681.284424
	Iteration 122Q: 3 clusters Score -1.064281e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -10642854.000000 Penalty: 3681.284424
	Iteration 123Q: 3 clusters Score -1.064285e+07 nChanged 487
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -10642920.000000 Penalty: 3681.284424
	Iteration 124Q: 3 clusters Score -1.064292e+07 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -10642904.000000 Penalty: 3681.284424
	Iteration 125Q: 3 clusters Score -1.06429e+07 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.064289e+07 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -10642902.000000 Penalty: 3681.284424
	Iteration 127Q: 3 clusters Score -1.06429e+07 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.06429e+07 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.064284e+07 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.064284e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.064282e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -10642828.000000 Penalty: 3681.284424
	Iteration 132Q: 3 clusters Score -1.064283e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.064281e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -10642832.000000 Penalty: 3681.284424
	Iteration 134Q: 3 clusters Score -1.064283e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -10642827.000000 Penalty: 3681.284424
	Iteration 135Q: 3 clusters Score -1.064283e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.064283e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.064284e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.064284e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.064284e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -10642840.000000 Penalty: 3681.284424
	Iteration 140F: 3 clusters Score -1.064284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -10642844.000000 Penalty: 3681.284424
	Iteration 141Q: 3 clusters Score -1.064284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -10642842.000000 Penalty: 3681.284424
	Iteration 142Q: 3 clusters Score -1.064284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.064284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -10642835.000000 Penalty: 3681.284424
	Iteration 144Q: 3 clusters Score -1.064284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -10642842.000000 Penalty: 3681.284424
	Iteration 145Q: 3 clusters Score -1.064284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -10642842.000000 Penalty: 3681.284424
	Iteration 146Q: 3 clusters Score -1.064284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -10642835.000000 Penalty: 3681.284424
	Iteration 147Q: 3 clusters Score -1.064284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -10642835.000000 Penalty: 3681.284424
	Iteration 148Q: 3 clusters Score -1.064284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -10642832.000000 Penalty: 3681.284424
	Iteration 149Q: 3 clusters Score -1.064283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -10642832.000000 Penalty: 3681.284424
	Iteration 150F: 3 clusters Score -1.064283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 33019 members 
Mstep: Class 3 contains 101308 members 
Mstep: Class 4 contains 49067 members 
Mstep: Class 5 contains 49077 members 
Mstep: Class 6 contains 33969 members 
Mstep: Class 7 contains 65837 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 82876 members 
Mstep: Class 12 contains 12680 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 2447 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 20 contains 5495 members 
Entering Unmasked Estep 
Score: -65754624.000000 Penalty: 36390.246094
Splitting cluster 4 changes total score from -65744176.000000 to -65754624.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (49077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Entering Unmasked Estep 
Score: -6310631.000000 Penalty: 1755.186157
	Iteration 0F: 2 clusters Score -6310631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -6279276.000000 Penalty: 3510.372314
	Iteration 0F: 3 clusters Score -6279276 nChanged 22950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -6292601.500000 Penalty: 3510.372314
	Iteration 1F: 3 clusters Score -6292602 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -6293421.500000 Penalty: 3510.372314
	Iteration 2Q: 3 clusters Score -6293422 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -6294333.500000 Penalty: 3510.372314
	Iteration 3Q: 3 clusters Score -6294334 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -6295552.000000 Penalty: 3510.372314
	Iteration 4Q: 3 clusters Score -6295552 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -6297119.500000 Penalty: 3510.372314
	Iteration 5F: 3 clusters Score -6297120 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -6299564.000000 Penalty: 3510.372314
	Iteration 6F: 3 clusters Score -6299564 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -6302913.500000 Penalty: 3510.372314
	Iteration 7F: 3 clusters Score -6302914 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -6305701.000000 Penalty: 3510.372314
	Iteration 8F: 3 clusters Score -6305701 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -6307044.000000 Penalty: 3510.372314
	Iteration 9Q: 3 clusters Score -6307044 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -6307692.000000 Penalty: 3510.372314
	Iteration 10Q: 3 clusters Score -6307692 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -6308081.500000 Penalty: 3510.372314
	Iteration 11Q: 3 clusters Score -6308082 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -6308322.500000 Penalty: 3510.372314
	Iteration 12Q: 3 clusters Score -6308322 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -6308480.500000 Penalty: 3510.372314
	Iteration 13Q: 3 clusters Score -6308480 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -6308585.000000 Penalty: 3510.372314
	Iteration 14Q: 3 clusters Score -6308585 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -6308640.500000 Penalty: 3510.372314
	Iteration 15Q: 3 clusters Score -6308640 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -6308698.500000 Penalty: 3510.372314
	Iteration 16Q: 3 clusters Score -6308698 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -6308737.000000 Penalty: 3510.372314
	Iteration 17Q: 3 clusters Score -6308737 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -6308776.500000 Penalty: 3510.372314
	Iteration 18Q: 3 clusters Score -6308776 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -6308807.500000 Penalty: 3510.372314
	Iteration 19Q: 3 clusters Score -6308808 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -6308848.000000 Penalty: 3510.372314
	Iteration 20F: 3 clusters Score -6308848 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -6308855.000000 Penalty: 3510.372314
	Iteration 21Q: 3 clusters Score -6308855 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -6308875.000000 Penalty: 3510.372314
	Iteration 22Q: 3 clusters Score -6308875 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -6308879.000000 Penalty: 3510.372314
	Iteration 23Q: 3 clusters Score -6308879 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -6308893.000000 Penalty: 3510.372314
	Iteration 24Q: 3 clusters Score -6308893 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -6308908.500000 Penalty: 3510.372314
	Iteration 25Q: 3 clusters Score -6308908 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -6308899.500000 Penalty: 3510.372314
	Iteration 26Q: 3 clusters Score -6308900 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -6308923.500000 Penalty: 3510.372314
	Iteration 27Q: 3 clusters Score -6308924 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -6308941.500000 Penalty: 3510.372314
	Iteration 28Q: 3 clusters Score -6308942 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -6308977.500000 Penalty: 3510.372314
	Iteration 29Q: 3 clusters Score -6308978 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -6308991.500000 Penalty: 3510.372314
	Iteration 30Q: 3 clusters Score -6308992 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -6309007.500000 Penalty: 3510.372314
	Iteration 31Q: 3 clusters Score -6309008 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -6309001.500000 Penalty: 3510.372314
	Iteration 32Q: 3 clusters Score -6309002 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -6309067.000000 Penalty: 3510.372314
	Iteration 33Q: 3 clusters Score -6309067 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -6309090.000000 Penalty: 3510.372314
	Iteration 34Q: 3 clusters Score -6309090 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -6309030.000000 Penalty: 3510.372314
	Iteration 35Q: 3 clusters Score -6309030 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -6309061.500000 Penalty: 3510.372314
	Iteration 36Q: 3 clusters Score -6309062 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -6309082.000000 Penalty: 3510.372314
	Iteration 37Q: 3 clusters Score -6309082 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -6309126.000000 Penalty: 3510.372314
	Iteration 38Q: 3 clusters Score -6309126 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -6309112.500000 Penalty: 3510.372314
	Iteration 39Q: 3 clusters Score -6309112 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -6309080.500000 Penalty: 3510.372314
	Iteration 40F: 3 clusters Score -6309080 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -6309150.000000 Penalty: 3510.372314
	Iteration 41Q: 3 clusters Score -6309150 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6309207.500000 Penalty: 3510.372314
	Iteration 42Q: 3 clusters Score -6309208 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -6309190.000000 Penalty: 3510.372314
	Iteration 43Q: 3 clusters Score -6309190 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6309205.000000 Penalty: 3510.372314
	Iteration 44Q: 3 clusters Score -6309205 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6309204.500000 Penalty: 3510.372314
	Iteration 45Q: 3 clusters Score -6309204 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6309200.000000 Penalty: 3510.372314
	Iteration 46Q: 3 clusters Score -6309200 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6309215.500000 Penalty: 3510.372314
	Iteration 47Q: 3 clusters Score -6309216 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6309229.000000 Penalty: 3510.372314
	Iteration 48Q: 3 clusters Score -6309229 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6309238.000000 Penalty: 3510.372314
	Iteration 49Q: 3 clusters Score -6309238 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6309224.500000 Penalty: 3510.372314
	Iteration 50Q: 3 clusters Score -6309224 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6309254.500000 Penalty: 3510.372314
	Iteration 51Q: 3 clusters Score -6309254 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6309270.500000 Penalty: 3510.372314
	Iteration 52Q: 3 clusters Score -6309270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6309254.500000 Penalty: 3510.372314
	Iteration 53Q: 3 clusters Score -6309254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6309265.000000 Penalty: 3510.372314
	Iteration 54Q: 3 clusters Score -6309265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6309267.000000 Penalty: 3510.372314
	Iteration 55Q: 3 clusters Score -6309267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6309260.500000 Penalty: 3510.372314
	Iteration 56Q: 3 clusters Score -6309260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6309269.500000 Penalty: 3510.372314
	Iteration 57Q: 3 clusters Score -6309270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6309261.500000 Penalty: 3510.372314
	Iteration 58Q: 3 clusters Score -6309262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6309267.500000 Penalty: 3510.372314
	Iteration 59Q: 3 clusters Score -6309268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6309274.000000 Penalty: 3510.372314
	Iteration 60F: 3 clusters Score -6309274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6309277.500000 Penalty: 3510.372314
	Iteration 61Q: 3 clusters Score -6309278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6309276.000000 Penalty: 3510.372314
	Iteration 62Q: 3 clusters Score -6309276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6309285.500000 Penalty: 3510.372314
	Iteration 63Q: 3 clusters Score -6309286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6309289.000000 Penalty: 3510.372314
	Iteration 64Q: 3 clusters Score -6309289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6309285.500000 Penalty: 3510.372314
	Iteration 65Q: 3 clusters Score -6309286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6309296.500000 Penalty: 3510.372314
	Iteration 66Q: 3 clusters Score -6309296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6309294.500000 Penalty: 3510.372314
	Iteration 67Q: 3 clusters Score -6309294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6309299.000000 Penalty: 3510.372314
	Iteration 68Q: 3 clusters Score -6309299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6309297.000000 Penalty: 3510.372314
	Iteration 69Q: 3 clusters Score -6309297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6309292.000000 Penalty: 3510.372314
	Iteration 70Q: 3 clusters Score -6309292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6309295.500000 Penalty: 3510.372314
	Iteration 71Q: 3 clusters Score -6309296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6309293.000000 Penalty: 3510.372314
	Iteration 72Q: 3 clusters Score -6309293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6309299.500000 Penalty: 3510.372314
	Iteration 73Q: 3 clusters Score -6309300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6309298.500000 Penalty: 3510.372314
	Iteration 74Q: 3 clusters Score -6309298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6309303.000000 Penalty: 3510.372314
	Iteration 75Q: 3 clusters Score -6309303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6309294.500000 Penalty: 3510.372314
	Iteration 76Q: 3 clusters Score -6309294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6309299.000000 Penalty: 3510.372314
	Iteration 77Q: 3 clusters Score -6309299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6309302.500000 Penalty: 3510.372314
	Iteration 78Q: 3 clusters Score -6309302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6309301.500000 Penalty: 3510.372314
	Iteration 79Q: 3 clusters Score -6309302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6309303.500000 Penalty: 3510.372314
	Iteration 80F: 3 clusters Score -6309304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6309302.000000 Penalty: 3510.372314
	Iteration 81Q: 3 clusters Score -6309302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6309306.000000 Penalty: 3510.372314
	Iteration 82Q: 3 clusters Score -6309306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6309299.000000 Penalty: 3510.372314
	Iteration 83Q: 3 clusters Score -6309299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6309299.000000 Penalty: 3510.372314
	Iteration 84F: 3 clusters Score -6309299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Entering Unmasked Estep 
Score: -8345605.500000 Penalty: 1802.927368
	Iteration 0F: 2 clusters Score -8345606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -8302206.500000 Penalty: 3605.854736
	Iteration 0F: 3 clusters Score -8302206 nChanged 31183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -8319798.500000 Penalty: 3605.854736
	Iteration 1F: 3 clusters Score -8319798 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -8320207.000000 Penalty: 3605.854736
	Iteration 2Q: 3 clusters Score -8320207 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -8320654.000000 Penalty: 3605.854736
	Iteration 3Q: 3 clusters Score -8320654 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -8321224.500000 Penalty: 3605.854736
	Iteration 4Q: 3 clusters Score -8321224 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -8321902.000000 Penalty: 3605.854736
	Iteration 5Q: 3 clusters Score -8321902 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -8323026.500000 Penalty: 3605.854736
	Iteration 6Q: 3 clusters Score -8323026 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -8325105.000000 Penalty: 3605.854736
	Iteration 7F: 3 clusters Score -8325105 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -8328363.500000 Penalty: 3605.854736
	Iteration 8F: 3 clusters Score -8328364 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -8332683.000000 Penalty: 3605.854736
	Iteration 9F: 3 clusters Score -8332683 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -8337174.000000 Penalty: 3605.854736
	Iteration 10F: 3 clusters Score -8337174 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8340486.000000 Penalty: 3605.854736
	Iteration 11F: 3 clusters Score -8340486 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8342300.500000 Penalty: 3605.854736
	Iteration 12Q: 3 clusters Score -8342300 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8343211.500000 Penalty: 3605.854736
	Iteration 13Q: 3 clusters Score -8343212 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8343630.000000 Penalty: 3605.854736
	Iteration 14Q: 3 clusters Score -8343630 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8343856.000000 Penalty: 3605.854736
	Iteration 15Q: 3 clusters Score -8343856 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8344012.000000 Penalty: 3605.854736
	Iteration 16Q: 3 clusters Score -8344012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8344090.000000 Penalty: 3605.854736
	Iteration 17Q: 3 clusters Score -8344090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8344153.000000 Penalty: 3605.854736
	Iteration 18Q: 3 clusters Score -8344153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8344207.000000 Penalty: 3605.854736
	Iteration 19Q: 3 clusters Score -8344207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8344229.000000 Penalty: 3605.854736
	Iteration 20F: 3 clusters Score -8344229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8344248.500000 Penalty: 3605.854736
	Iteration 21Q: 3 clusters Score -8344248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8344275.500000 Penalty: 3605.854736
	Iteration 22Q: 3 clusters Score -8344276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8344273.500000 Penalty: 3605.854736
	Iteration 23Q: 3 clusters Score -8344274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8344285.500000 Penalty: 3605.854736
	Iteration 24Q: 3 clusters Score -8344286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8344289.000000 Penalty: 3605.854736
	Iteration 25Q: 3 clusters Score -8344289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8344292.500000 Penalty: 3605.854736
	Iteration 26Q: 3 clusters Score -8344292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8344306.000000 Penalty: 3605.854736
	Iteration 27Q: 3 clusters Score -8344306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8344308.000000 Penalty: 3605.854736
	Iteration 28Q: 3 clusters Score -8344308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8344311.000000 Penalty: 3605.854736
	Iteration 29Q: 3 clusters Score -8344311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8344312.000000 Penalty: 3605.854736
	Iteration 30Q: 3 clusters Score -8344312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8344319.000000 Penalty: 3605.854736
	Iteration 31Q: 3 clusters Score -8344319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8344321.500000 Penalty: 3605.854736
	Iteration 32Q: 3 clusters Score -8344322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8344325.500000 Penalty: 3605.854736
	Iteration 33Q: 3 clusters Score -8344326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8344328.000000 Penalty: 3605.854736
	Iteration 34Q: 3 clusters Score -8344328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8344327.500000 Penalty: 3605.854736
	Iteration 35Q: 3 clusters Score -8344328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8344327.000000 Penalty: 3605.854736
	Iteration 36Q: 3 clusters Score -8344327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8344327.000000 Penalty: 3605.854736
	Iteration 37F: 3 clusters Score -8344327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -432904.687500 Penalty: 1319.788818
	Iteration 0F: 2 clusters Score -432904.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -429976.218750 Penalty: 2639.577637
	Iteration 0F: 3 clusters Score -429976.2 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -430680.468750 Penalty: 2639.577637
	Iteration 1F: 3 clusters Score -430680.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -430814.843750 Penalty: 2639.577637
	Iteration 2F: 3 clusters Score -430814.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -430910.343750 Penalty: 2639.577637
	Iteration 3Q: 3 clusters Score -430910.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -430981.750000 Penalty: 2639.577637
	Iteration 4Q: 3 clusters Score -430981.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -431037.312500 Penalty: 2639.577637
	Iteration 5Q: 3 clusters Score -431037.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -431086.062500 Penalty: 2639.577637
	Iteration 6Q: 3 clusters Score -431086.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -431132.437500 Penalty: 2639.577637
	Iteration 7Q: 3 clusters Score -431132.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -431171.218750 Penalty: 2639.577637
	Iteration 8Q: 3 clusters Score -431171.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -431203.531250 Penalty: 2639.577637
	Iteration 9Q: 3 clusters Score -431203.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -431228.312500 Penalty: 2639.577637
	Iteration 10Q: 3 clusters Score -431228.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -431253.218750 Penalty: 2639.577637
	Iteration 11Q: 3 clusters Score -431253.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -431270.718750 Penalty: 2639.577637
	Iteration 12Q: 3 clusters Score -431270.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -431293.718750 Penalty: 2639.577637
	Iteration 13Q: 3 clusters Score -431293.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -431323.093750 Penalty: 2639.577637
	Iteration 14Q: 3 clusters Score -431323.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -431349.281250 Penalty: 2639.577637
	Iteration 15Q: 3 clusters Score -431349.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -431375.125000 Penalty: 2639.577637
	Iteration 16Q: 3 clusters Score -431375.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -431407.062500 Penalty: 2639.577637
	Iteration 17Q: 3 clusters Score -431407.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -431437.906250 Penalty: 2639.577637
	Iteration 18Q: 3 clusters Score -431437.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -431458.781250 Penalty: 2639.577637
	Iteration 19Q: 3 clusters Score -431458.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -431481.156250 Penalty: 2639.577637
	Iteration 20F: 3 clusters Score -431481.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -431501.031250 Penalty: 2639.577637
	Iteration 21Q: 3 clusters Score -431501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -431518.906250 Penalty: 2639.577637
	Iteration 22Q: 3 clusters Score -431518.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -431532.968750 Penalty: 2639.577637
	Iteration 23Q: 3 clusters Score -431533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -431546.843750 Penalty: 2639.577637
	Iteration 24Q: 3 clusters Score -431546.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -431557.687500 Penalty: 2639.577637
	Iteration 25Q: 3 clusters Score -431557.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -431564.718750 Penalty: 2639.577637
	Iteration 26Q: 3 clusters Score -431564.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -431567.437500 Penalty: 2639.577637
	Iteration 27Q: 3 clusters Score -431567.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -431570.593750 Penalty: 2639.577637
	Iteration 28Q: 3 clusters Score -431570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -431574.937500 Penalty: 2639.577637
	Iteration 29Q: 3 clusters Score -431574.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -431582.250000 Penalty: 2639.577637
	Iteration 30Q: 3 clusters Score -431582.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -431590.281250 Penalty: 2639.577637
	Iteration 31Q: 3 clusters Score -431590.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -431601.218750 Penalty: 2639.577637
	Iteration 32Q: 3 clusters Score -431601.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -431616.968750 Penalty: 2639.577637
	Iteration 33Q: 3 clusters Score -431617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -431638.281250 Penalty: 2639.577637
	Iteration 34Q: 3 clusters Score -431638.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -431652.000000 Penalty: 2639.577637
	Iteration 35Q: 3 clusters Score -431652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -431662.593750 Penalty: 2639.577637
	Iteration 36Q: 3 clusters Score -431662.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -431673.250000 Penalty: 2639.577637
	Iteration 37Q: 3 clusters Score -431673.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -431683.125000 Penalty: 2639.577637
	Iteration 38Q: 3 clusters Score -431683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -431691.968750 Penalty: 2639.577637
	Iteration 39Q: 3 clusters Score -431692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -431696.843750 Penalty: 2639.577637
	Iteration 40F: 3 clusters Score -431696.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -431702.187500 Penalty: 2639.577637
	Iteration 41Q: 3 clusters Score -431702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -431704.531250 Penalty: 2639.577637
	Iteration 42Q: 3 clusters Score -431704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -431707.062500 Penalty: 2639.577637
	Iteration 43Q: 3 clusters Score -431707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -431711.312500 Penalty: 2639.577637
	Iteration 44Q: 3 clusters Score -431711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -431713.093750 Penalty: 2639.577637
	Iteration 45Q: 3 clusters Score -431713.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -431713.093750 Penalty: 2639.577637
	Iteration 46F: 3 clusters Score -431713.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Entering Unmasked Estep 
Score: -10453144.000000 Penalty: 1840.328857
	Iteration 0F: 2 clusters Score -1.045314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -10399844.000000 Penalty: 3680.657715
	Iteration 0F: 3 clusters Score -1.039984e+07 nChanged 39459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -10422814.000000 Penalty: 3680.657715
	Iteration 1F: 3 clusters Score -1.042281e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -10423937.000000 Penalty: 3680.657715
	Iteration 2Q: 3 clusters Score -1.042394e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -10425541.000000 Penalty: 3680.657715
	Iteration 3Q: 3 clusters Score -1.042554e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -10428064.000000 Penalty: 3680.657715
	Iteration 4F: 3 clusters Score -1.042806e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -10431703.000000 Penalty: 3680.657715
	Iteration 5F: 3 clusters Score -1.04317e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -10436380.000000 Penalty: 3680.657715
	Iteration 6F: 3 clusters Score -1.043638e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -10440553.000000 Penalty: 3680.657715
	Iteration 7F: 3 clusters Score -1.044055e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -10442730.000000 Penalty: 3680.657715
	Iteration 8F: 3 clusters Score -1.044273e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -10443581.000000 Penalty: 3680.657715
	Iteration 9Q: 3 clusters Score -1.044358e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -10444053.000000 Penalty: 3680.657715
	Iteration 10Q: 3 clusters Score -1.044405e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -10444490.000000 Penalty: 3680.657715
	Iteration 11Q: 3 clusters Score -1.044449e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -10445020.000000 Penalty: 3680.657715
	Iteration 12Q: 3 clusters Score -1.044502e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -10445546.000000 Penalty: 3680.657715
	Iteration 13Q: 3 clusters Score -1.044555e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -10446029.000000 Penalty: 3680.657715
	Iteration 14Q: 3 clusters Score -1.044603e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -10446518.000000 Penalty: 3680.657715
	Iteration 15Q: 3 clusters Score -1.044652e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -10447029.000000 Penalty: 3680.657715
	Iteration 16Q: 3 clusters Score -1.044703e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -10447560.000000 Penalty: 3680.657715
	Iteration 17Q: 3 clusters Score -1.044756e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -10448129.000000 Penalty: 3680.657715
	Iteration 18Q: 3 clusters Score -1.044813e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -10448706.000000 Penalty: 3680.657715
	Iteration 19Q: 3 clusters Score -1.044871e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -10449151.000000 Penalty: 3680.657715
	Iteration 20F: 3 clusters Score -1.044915e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -10449539.000000 Penalty: 3680.657715
	Iteration 21Q: 3 clusters Score -1.044954e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -10449915.000000 Penalty: 3680.657715
	Iteration 22Q: 3 clusters Score -1.044992e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -10450192.000000 Penalty: 3680.657715
	Iteration 23Q: 3 clusters Score -1.045019e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -10450338.000000 Penalty: 3680.657715
	Iteration 24Q: 3 clusters Score -1.045034e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -10450472.000000 Penalty: 3680.657715
	Iteration 25Q: 3 clusters Score -1.045047e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -10450619.000000 Penalty: 3680.657715
	Iteration 26Q: 3 clusters Score -1.045062e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -10450693.000000 Penalty: 3680.657715
	Iteration 27Q: 3 clusters Score -1.045069e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -10450835.000000 Penalty: 3680.657715
	Iteration 28Q: 3 clusters Score -1.045084e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -10450930.000000 Penalty: 3680.657715
	Iteration 29Q: 3 clusters Score -1.045093e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -10450984.000000 Penalty: 3680.657715
	Iteration 30Q: 3 clusters Score -1.045098e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -10451129.000000 Penalty: 3680.657715
	Iteration 31Q: 3 clusters Score -1.045113e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -10451187.000000 Penalty: 3680.657715
	Iteration 32Q: 3 clusters Score -1.045119e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -10451251.000000 Penalty: 3680.657715
	Iteration 33Q: 3 clusters Score -1.045125e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -10451326.000000 Penalty: 3680.657715
	Iteration 34Q: 3 clusters Score -1.045133e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -10451429.000000 Penalty: 3680.657715
	Iteration 35Q: 3 clusters Score -1.045143e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -10451540.000000 Penalty: 3680.657715
	Iteration 36Q: 3 clusters Score -1.045154e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -10451580.000000 Penalty: 3680.657715
	Iteration 37Q: 3 clusters Score -1.045158e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 74928 members 
Entering Unmasked Estep 
Score: -10451596.000000 Penalty: 3680.657715
	Iteration 38Q: 3 clusters Score -1.04516e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -10451678.000000 Penalty: 3680.657715
	Iteration 39Q: 3 clusters Score -1.045168e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -10451719.000000 Penalty: 3680.657715
	Iteration 40F: 3 clusters Score -1.045172e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -10451783.000000 Penalty: 3680.657715
	Iteration 41Q: 3 clusters Score -1.045178e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -10451794.000000 Penalty: 3680.657715
	Iteration 42Q: 3 clusters Score -1.045179e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -10451773.000000 Penalty: 3680.657715
	Iteration 43Q: 3 clusters Score -1.045177e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -10451792.000000 Penalty: 3680.657715
	Iteration 44Q: 3 clusters Score -1.045179e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -10451804.000000 Penalty: 3680.657715
	Iteration 45Q: 3 clusters Score -1.04518e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -10451799.000000 Penalty: 3680.657715
	Iteration 46Q: 3 clusters Score -1.04518e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -10451826.000000 Penalty: 3680.657715
	Iteration 47Q: 3 clusters Score -1.045183e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -10451865.000000 Penalty: 3680.657715
	Iteration 48Q: 3 clusters Score -1.045186e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -10451871.000000 Penalty: 3680.657715
	Iteration 49Q: 3 clusters Score -1.045187e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -10451866.000000 Penalty: 3680.657715
	Iteration 50Q: 3 clusters Score -1.045187e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -10451912.000000 Penalty: 3680.657715
	Iteration 51Q: 3 clusters Score -1.045191e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -10451910.000000 Penalty: 3680.657715
	Iteration 52Q: 3 clusters Score -1.045191e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 78735 members 
Entering Unmasked Estep 
Score: -10451936.000000 Penalty: 3680.657715
	Iteration 53Q: 3 clusters Score -1.045194e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -10451925.000000 Penalty: 3680.657715
	Iteration 54Q: 3 clusters Score -1.045192e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -10451963.000000 Penalty: 3680.657715
	Iteration 55Q: 3 clusters Score -1.045196e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -10451961.000000 Penalty: 3680.657715
	Iteration 56Q: 3 clusters Score -1.045196e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -10451966.000000 Penalty: 3680.657715
	Iteration 57Q: 3 clusters Score -1.045197e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -10451941.000000 Penalty: 3680.657715
	Iteration 58Q: 3 clusters Score -1.045194e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -10451909.000000 Penalty: 3680.657715
	Iteration 59Q: 3 clusters Score -1.045191e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -10451883.000000 Penalty: 3680.657715
	Iteration 60F: 3 clusters Score -1.045188e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -10451884.000000 Penalty: 3680.657715
	Iteration 61Q: 3 clusters Score -1.045188e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -10451903.000000 Penalty: 3680.657715
	Iteration 62Q: 3 clusters Score -1.04519e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -10451893.000000 Penalty: 3680.657715
	Iteration 63Q: 3 clusters Score -1.045189e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -10451901.000000 Penalty: 3680.657715
	Iteration 64Q: 3 clusters Score -1.04519e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -10451898.000000 Penalty: 3680.657715
	Iteration 65Q: 3 clusters Score -1.04519e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -10451911.000000 Penalty: 3680.657715
	Iteration 66Q: 3 clusters Score -1.045191e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -10451908.000000 Penalty: 3680.657715
	Iteration 67Q: 3 clusters Score -1.045191e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -10451932.000000 Penalty: 3680.657715
	Iteration 68Q: 3 clusters Score -1.045193e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -10451970.000000 Penalty: 3680.657715
	Iteration 69Q: 3 clusters Score -1.045197e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -10451983.000000 Penalty: 3680.657715
	Iteration 70Q: 3 clusters Score -1.045198e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -10452016.000000 Penalty: 3680.657715
	Iteration 71Q: 3 clusters Score -1.045202e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -10452032.000000 Penalty: 3680.657715
	Iteration 72Q: 3 clusters Score -1.045203e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -10452042.000000 Penalty: 3680.657715
	Iteration 73Q: 3 clusters Score -1.045204e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -10452035.000000 Penalty: 3680.657715
	Iteration 74Q: 3 clusters Score -1.045204e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 80738 members 
Entering Unmasked Estep 
Score: -10452054.000000 Penalty: 3680.657715
	Iteration 75Q: 3 clusters Score -1.045205e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -10452074.000000 Penalty: 3680.657715
	Iteration 76Q: 3 clusters Score -1.045207e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -10452091.000000 Penalty: 3680.657715
	Iteration 77Q: 3 clusters Score -1.045209e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -10452068.000000 Penalty: 3680.657715
	Iteration 78Q: 3 clusters Score -1.045207e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -10452082.000000 Penalty: 3680.657715
	Iteration 79Q: 3 clusters Score -1.045208e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -10452071.000000 Penalty: 3680.657715
	Iteration 80F: 3 clusters Score -1.045207e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -10452088.000000 Penalty: 3680.657715
	Iteration 81Q: 3 clusters Score -1.045209e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -10452103.000000 Penalty: 3680.657715
	Iteration 82Q: 3 clusters Score -1.04521e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -10452140.000000 Penalty: 3680.657715
	Iteration 83Q: 3 clusters Score -1.045214e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -10452152.000000 Penalty: 3680.657715
	Iteration 84Q: 3 clusters Score -1.045215e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -10452165.000000 Penalty: 3680.657715
	Iteration 85Q: 3 clusters Score -1.045216e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -10452162.000000 Penalty: 3680.657715
	Iteration 86Q: 3 clusters Score -1.045216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 81239 members 
Entering Unmasked Estep 
Score: -10452165.000000 Penalty: 3680.657715
	Iteration 87Q: 3 clusters Score -1.045216e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -10452170.000000 Penalty: 3680.657715
	Iteration 88Q: 3 clusters Score -1.045217e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -10452182.000000 Penalty: 3680.657715
	Iteration 89Q: 3 clusters Score -1.045218e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -10452230.000000 Penalty: 3680.657715
	Iteration 90Q: 3 clusters Score -1.045223e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -10452264.000000 Penalty: 3680.657715
	Iteration 91Q: 3 clusters Score -1.045226e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -10452268.000000 Penalty: 3680.657715
	Iteration 92Q: 3 clusters Score -1.045227e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -10452288.000000 Penalty: 3680.657715
	Iteration 93Q: 3 clusters Score -1.045229e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -10452308.000000 Penalty: 3680.657715
	Iteration 94Q: 3 clusters Score -1.045231e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -10452326.000000 Penalty: 3680.657715
	Iteration 95Q: 3 clusters Score -1.045233e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -10452325.000000 Penalty: 3680.657715
	Iteration 96Q: 3 clusters Score -1.045232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -10452323.000000 Penalty: 3680.657715
	Iteration 97Q: 3 clusters Score -1.045232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -10452332.000000 Penalty: 3680.657715
	Iteration 98Q: 3 clusters Score -1.045233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -10452330.000000 Penalty: 3680.657715
	Iteration 99Q: 3 clusters Score -1.045233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -10452338.000000 Penalty: 3680.657715
	Iteration 100F: 3 clusters Score -1.045234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -10452346.000000 Penalty: 3680.657715
	Iteration 101Q: 3 clusters Score -1.045235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -10452341.000000 Penalty: 3680.657715
	Iteration 102Q: 3 clusters Score -1.045234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -10452351.000000 Penalty: 3680.657715
	Iteration 103Q: 3 clusters Score -1.045235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -10452347.000000 Penalty: 3680.657715
	Iteration 104Q: 3 clusters Score -1.045235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -10452355.000000 Penalty: 3680.657715
	Iteration 105Q: 3 clusters Score -1.045236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -10452367.000000 Penalty: 3680.657715
	Iteration 106Q: 3 clusters Score -1.045237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -10452365.000000 Penalty: 3680.657715
	Iteration 107Q: 3 clusters Score -1.045236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -10452374.000000 Penalty: 3680.657715
	Iteration 108Q: 3 clusters Score -1.045237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -10452371.000000 Penalty: 3680.657715
	Iteration 109Q: 3 clusters Score -1.045237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -10452369.000000 Penalty: 3680.657715
	Iteration 110Q: 3 clusters Score -1.045237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -10452371.000000 Penalty: 3680.657715
	Iteration 111Q: 3 clusters Score -1.045237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -10452376.000000 Penalty: 3680.657715
	Iteration 112Q: 3 clusters Score -1.045238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -10452371.000000 Penalty: 3680.657715
	Iteration 113Q: 3 clusters Score -1.045237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -10452375.000000 Penalty: 3680.657715
	Iteration 114Q: 3 clusters Score -1.045238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -10452372.000000 Penalty: 3680.657715
	Iteration 115Q: 3 clusters Score -1.045237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -10452370.000000 Penalty: 3680.657715
	Iteration 116Q: 3 clusters Score -1.045237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -10452375.000000 Penalty: 3680.657715
	Iteration 117Q: 3 clusters Score -1.045238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -10452376.000000 Penalty: 3680.657715
	Iteration 118Q: 3 clusters Score -1.045238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -10452376.000000 Penalty: 3680.657715
	Iteration 119F: 3 clusters Score -1.045238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Entering Unmasked Estep 
Score: -1622287.875000 Penalty: 1535.264526
	Iteration 0F: 2 clusters Score -1622288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1613357.250000 Penalty: 3070.529053
	Iteration 0F: 3 clusters Score -1613357 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1616375.625000 Penalty: 3070.529053
	Iteration 1F: 3 clusters Score -1616376 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1616759.125000 Penalty: 3070.529053
	Iteration 2F: 3 clusters Score -1616759 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1617169.750000 Penalty: 3070.529053
	Iteration 3F: 3 clusters Score -1617170 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1617581.500000 Penalty: 3070.529053
	Iteration 4F: 3 clusters Score -1617582 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1618087.500000 Penalty: 3070.529053
	Iteration 5F: 3 clusters Score -1618088 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1618721.750000 Penalty: 3070.529053
	Iteration 6F: 3 clusters Score -1618722 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1619377.375000 Penalty: 3070.529053
	Iteration 7F: 3 clusters Score -1619377 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1619925.125000 Penalty: 3070.529053
	Iteration 8Q: 3 clusters Score -1619925 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1620309.375000 Penalty: 3070.529053
	Iteration 9Q: 3 clusters Score -1620309 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1620500.125000 Penalty: 3070.529053
	Iteration 10Q: 3 clusters Score -1620500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1620605.125000 Penalty: 3070.529053
	Iteration 11Q: 3 clusters Score -1620605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1620678.250000 Penalty: 3070.529053
	Iteration 12Q: 3 clusters Score -1620678 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1620742.625000 Penalty: 3070.529053
	Iteration 13Q: 3 clusters Score -1620743 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1620803.500000 Penalty: 3070.529053
	Iteration 14Q: 3 clusters Score -1620804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1620854.750000 Penalty: 3070.529053
	Iteration 15Q: 3 clusters Score -1620855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1620885.375000 Penalty: 3070.529053
	Iteration 16Q: 3 clusters Score -1620885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1620905.625000 Penalty: 3070.529053
	Iteration 17Q: 3 clusters Score -1620906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1620921.000000 Penalty: 3070.529053
	Iteration 18Q: 3 clusters Score -1620921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1620929.875000 Penalty: 3070.529053
	Iteration 19Q: 3 clusters Score -1620930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1620935.375000 Penalty: 3070.529053
	Iteration 20F: 3 clusters Score -1620935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1620943.250000 Penalty: 3070.529053
	Iteration 21Q: 3 clusters Score -1620943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1620946.500000 Penalty: 3070.529053
	Iteration 22Q: 3 clusters Score -1620946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1620955.000000 Penalty: 3070.529053
	Iteration 23Q: 3 clusters Score -1620955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1620958.125000 Penalty: 3070.529053
	Iteration 24Q: 3 clusters Score -1620958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1620965.125000 Penalty: 3070.529053
	Iteration 25Q: 3 clusters Score -1620965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1620972.375000 Penalty: 3070.529053
	Iteration 26Q: 3 clusters Score -1620972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1620979.875000 Penalty: 3070.529053
	Iteration 27Q: 3 clusters Score -1620980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1620984.875000 Penalty: 3070.529053
	Iteration 28Q: 3 clusters Score -1620985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1620990.375000 Penalty: 3070.529053
	Iteration 29Q: 3 clusters Score -1620990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1621004.125000 Penalty: 3070.529053
	Iteration 30Q: 3 clusters Score -1621004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1621015.250000 Penalty: 3070.529053
	Iteration 31Q: 3 clusters Score -1621015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1621017.750000 Penalty: 3070.529053
	Iteration 32Q: 3 clusters Score -1621018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1621021.000000 Penalty: 3070.529053
	Iteration 33Q: 3 clusters Score -1621021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1621024.500000 Penalty: 3070.529053
	Iteration 34Q: 3 clusters Score -1621024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1621025.125000 Penalty: 3070.529053
	Iteration 35Q: 3 clusters Score -1621025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1621025.125000 Penalty: 3070.529053
	Iteration 36Q: 3 clusters Score -1621025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1621026.750000 Penalty: 3070.529053
	Iteration 37Q: 3 clusters Score -1621027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1621025.625000 Penalty: 3070.529053
	Iteration 38Q: 3 clusters Score -1621026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1621027.750000 Penalty: 3070.529053
	Iteration 39Q: 3 clusters Score -1621028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1621029.125000 Penalty: 3070.529053
	Iteration 40F: 3 clusters Score -1621029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Entering Unmasked Estep 
Score: -867845.062500 Penalty: 1432.062866
	Iteration 0F: 2 clusters Score -867845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -862754.375000 Penalty: 2864.125732
	Iteration 0F: 3 clusters Score -862754.4 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -864290.187500 Penalty: 2864.125732
	Iteration 1F: 3 clusters Score -864290.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -864473.625000 Penalty: 2864.125732
	Iteration 2F: 3 clusters Score -864473.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -864609.750000 Penalty: 2864.125732
	Iteration 3Q: 3 clusters Score -864609.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -864720.687500 Penalty: 2864.125732
	Iteration 4Q: 3 clusters Score -864720.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -864823.500000 Penalty: 2864.125732
	Iteration 5Q: 3 clusters Score -864823.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -864918.687500 Penalty: 2864.125732
	Iteration 6Q: 3 clusters Score -864918.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -864993.250000 Penalty: 2864.125732
	Iteration 7Q: 3 clusters Score -864993.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -865071.812500 Penalty: 2864.125732
	Iteration 8Q: 3 clusters Score -865071.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -865147.687500 Penalty: 2864.125732
	Iteration 9Q: 3 clusters Score -865147.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -865241.062500 Penalty: 2864.125732
	Iteration 10Q: 3 clusters Score -865241.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -865338.062500 Penalty: 2864.125732
	Iteration 11Q: 3 clusters Score -865338.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -865444.125000 Penalty: 2864.125732
	Iteration 12Q: 3 clusters Score -865444.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -865557.062500 Penalty: 2864.125732
	Iteration 13Q: 3 clusters Score -865557.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -865684.062500 Penalty: 2864.125732
	Iteration 14Q: 3 clusters Score -865684.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -865812.875000 Penalty: 2864.125732
	Iteration 15Q: 3 clusters Score -865812.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -865899.562500 Penalty: 2864.125732
	Iteration 16Q: 3 clusters Score -865899.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -865990.375000 Penalty: 2864.125732
	Iteration 17Q: 3 clusters Score -865990.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -866071.375000 Penalty: 2864.125732
	Iteration 18Q: 3 clusters Score -866071.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -866141.500000 Penalty: 2864.125732
	Iteration 19Q: 3 clusters Score -866141.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -866205.062500 Penalty: 2864.125732
	Iteration 20F: 3 clusters Score -866205.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -866252.812500 Penalty: 2864.125732
	Iteration 21Q: 3 clusters Score -866252.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -866291.187500 Penalty: 2864.125732
	Iteration 22Q: 3 clusters Score -866291.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -866320.375000 Penalty: 2864.125732
	Iteration 23Q: 3 clusters Score -866320.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -866356.375000 Penalty: 2864.125732
	Iteration 24Q: 3 clusters Score -866356.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -866379.437500 Penalty: 2864.125732
	Iteration 25Q: 3 clusters Score -866379.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -866403.937500 Penalty: 2864.125732
	Iteration 26Q: 3 clusters Score -866403.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -866427.375000 Penalty: 2864.125732
	Iteration 27Q: 3 clusters Score -866427.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -866453.062500 Penalty: 2864.125732
	Iteration 28Q: 3 clusters Score -866453.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -866474.937500 Penalty: 2864.125732
	Iteration 29Q: 3 clusters Score -866474.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -866492.750000 Penalty: 2864.125732
	Iteration 30Q: 3 clusters Score -866492.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -866510.562500 Penalty: 2864.125732
	Iteration 31Q: 3 clusters Score -866510.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -866525.437500 Penalty: 2864.125732
	Iteration 32Q: 3 clusters Score -866525.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -866537.000000 Penalty: 2864.125732
	Iteration 33Q: 3 clusters Score -866537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -866547.625000 Penalty: 2864.125732
	Iteration 34Q: 3 clusters Score -866547.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -866553.937500 Penalty: 2864.125732
	Iteration 35Q: 3 clusters Score -866553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -866555.375000 Penalty: 2864.125732
	Iteration 36Q: 3 clusters Score -866555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -866558.625000 Penalty: 2864.125732
	Iteration 37Q: 3 clusters Score -866558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -866561.312500 Penalty: 2864.125732
	Iteration 38Q: 3 clusters Score -866561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -866561.062500 Penalty: 2864.125732
	Iteration 39Q: 3 clusters Score -866561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -866560.687500 Penalty: 2864.125732
	Iteration 40F: 3 clusters Score -866560.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -7146.451172 Penalty: 683.262573
	Iteration 0F: 2 clusters Score -7146.451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6749.033203 Penalty: 1366.525146
	Iteration 0F: 3 clusters Score -6749.033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -10694.416016 Penalty: 789.719482
	Iteration 0F: 2 clusters Score -10694.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10175.182617 Penalty: 1579.438965
	Iteration 0F: 3 clusters Score -10175.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10237.228516 Penalty: 1579.438965
	Iteration 1F: 3 clusters Score -10237.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10253.956055 Penalty: 1579.438965
	Iteration 2Q: 3 clusters Score -10253.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10253.956055 Penalty: 1579.438965
	Iteration 3F: 3 clusters Score -10253.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Entering Unmasked Estep 
Score: -1174807.500000 Penalty: 1483.130859
	Iteration 0F: 2 clusters Score -1174808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1168164.500000 Penalty: 2966.261719
	Iteration 0F: 3 clusters Score -1168164 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1170191.750000 Penalty: 2966.261719
	Iteration 1F: 3 clusters Score -1170192 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1170412.500000 Penalty: 2966.261719
	Iteration 2F: 3 clusters Score -1170412 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1170586.125000 Penalty: 2966.261719
	Iteration 3Q: 3 clusters Score -1170586 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1170750.500000 Penalty: 2966.261719
	Iteration 4Q: 3 clusters Score -1170750 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1170916.875000 Penalty: 2966.261719
	Iteration 5Q: 3 clusters Score -1170917 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1171064.875000 Penalty: 2966.261719
	Iteration 6Q: 3 clusters Score -1171065 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1171181.875000 Penalty: 2966.261719
	Iteration 7Q: 3 clusters Score -1171182 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1171300.250000 Penalty: 2966.261719
	Iteration 8Q: 3 clusters Score -1171300 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1171432.250000 Penalty: 2966.261719
	Iteration 9Q: 3 clusters Score -1171432 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1171582.250000 Penalty: 2966.261719
	Iteration 10Q: 3 clusters Score -1171582 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1171740.375000 Penalty: 2966.261719
	Iteration 11Q: 3 clusters Score -1171740 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1171907.500000 Penalty: 2966.261719
	Iteration 12Q: 3 clusters Score -1171908 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1172074.125000 Penalty: 2966.261719
	Iteration 13Q: 3 clusters Score -1172074 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1172231.750000 Penalty: 2966.261719
	Iteration 14Q: 3 clusters Score -1172232 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1172373.250000 Penalty: 2966.261719
	Iteration 15Q: 3 clusters Score -1172373 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1172493.625000 Penalty: 2966.261719
	Iteration 16Q: 3 clusters Score -1172494 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1172587.375000 Penalty: 2966.261719
	Iteration 17Q: 3 clusters Score -1172587 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1172648.000000 Penalty: 2966.261719
	Iteration 18Q: 3 clusters Score -1172648 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1172678.500000 Penalty: 2966.261719
	Iteration 19Q: 3 clusters Score -1172678 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1172708.000000 Penalty: 2966.261719
	Iteration 20F: 3 clusters Score -1172708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1172736.250000 Penalty: 2966.261719
	Iteration 21Q: 3 clusters Score -1172736 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1172762.375000 Penalty: 2966.261719
	Iteration 22Q: 3 clusters Score -1172762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1172782.625000 Penalty: 2966.261719
	Iteration 23Q: 3 clusters Score -1172783 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1172798.750000 Penalty: 2966.261719
	Iteration 24Q: 3 clusters Score -1172799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1172816.375000 Penalty: 2966.261719
	Iteration 25Q: 3 clusters Score -1172816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1172840.500000 Penalty: 2966.261719
	Iteration 26Q: 3 clusters Score -1172840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1172863.750000 Penalty: 2966.261719
	Iteration 27Q: 3 clusters Score -1172864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1172889.625000 Penalty: 2966.261719
	Iteration 28Q: 3 clusters Score -1172890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1172908.625000 Penalty: 2966.261719
	Iteration 29Q: 3 clusters Score -1172909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1172929.500000 Penalty: 2966.261719
	Iteration 30Q: 3 clusters Score -1172930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1172949.750000 Penalty: 2966.261719
	Iteration 31Q: 3 clusters Score -1172950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1172973.500000 Penalty: 2966.261719
	Iteration 32Q: 3 clusters Score -1172974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1172999.375000 Penalty: 2966.261719
	Iteration 33Q: 3 clusters Score -1172999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1173022.250000 Penalty: 2966.261719
	Iteration 34Q: 3 clusters Score -1173022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1173045.500000 Penalty: 2966.261719
	Iteration 35Q: 3 clusters Score -1173046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1173063.500000 Penalty: 2966.261719
	Iteration 36Q: 3 clusters Score -1173064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1173076.625000 Penalty: 2966.261719
	Iteration 37Q: 3 clusters Score -1173077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1173086.875000 Penalty: 2966.261719
	Iteration 38Q: 3 clusters Score -1173087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1173101.250000 Penalty: 2966.261719
	Iteration 39Q: 3 clusters Score -1173101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1173110.375000 Penalty: 2966.261719
	Iteration 40F: 3 clusters Score -1173110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1173123.625000 Penalty: 2966.261719
	Iteration 41Q: 3 clusters Score -1173124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1173133.500000 Penalty: 2966.261719
	Iteration 42Q: 3 clusters Score -1173134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1173148.250000 Penalty: 2966.261719
	Iteration 43Q: 3 clusters Score -1173148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1173159.500000 Penalty: 2966.261719
	Iteration 44Q: 3 clusters Score -1173160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1173171.750000 Penalty: 2966.261719
	Iteration 45Q: 3 clusters Score -1173172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1173183.750000 Penalty: 2966.261719
	Iteration 46Q: 3 clusters Score -1173184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1173195.625000 Penalty: 2966.261719
	Iteration 47Q: 3 clusters Score -1173196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1173209.375000 Penalty: 2966.261719
	Iteration 48Q: 3 clusters Score -1173209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1173221.750000 Penalty: 2966.261719
	Iteration 49Q: 3 clusters Score -1173222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1173233.125000 Penalty: 2966.261719
	Iteration 50Q: 3 clusters Score -1173233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1173241.125000 Penalty: 2966.261719
	Iteration 51Q: 3 clusters Score -1173241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1173247.250000 Penalty: 2966.261719
	Iteration 52Q: 3 clusters Score -1173247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1173258.625000 Penalty: 2966.261719
	Iteration 53Q: 3 clusters Score -1173259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1173274.500000 Penalty: 2966.261719
	Iteration 54Q: 3 clusters Score -1173274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1173285.250000 Penalty: 2966.261719
	Iteration 55Q: 3 clusters Score -1173285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1173293.250000 Penalty: 2966.261719
	Iteration 56Q: 3 clusters Score -1173293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1173304.500000 Penalty: 2966.261719
	Iteration 57Q: 3 clusters Score -1173304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1173316.250000 Penalty: 2966.261719
	Iteration 58Q: 3 clusters Score -1173316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1173328.000000 Penalty: 2966.261719
	Iteration 59Q: 3 clusters Score -1173328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1173333.250000 Penalty: 2966.261719
	Iteration 60F: 3 clusters Score -1173333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1173336.750000 Penalty: 2966.261719
	Iteration 61Q: 3 clusters Score -1173337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1173341.375000 Penalty: 2966.261719
	Iteration 62Q: 3 clusters Score -1173341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1173344.125000 Penalty: 2966.261719
	Iteration 63Q: 3 clusters Score -1173344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1173349.375000 Penalty: 2966.261719
	Iteration 64Q: 3 clusters Score -1173349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1173353.375000 Penalty: 2966.261719
	Iteration 65Q: 3 clusters Score -1173353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1173360.125000 Penalty: 2966.261719
	Iteration 66Q: 3 clusters Score -1173360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1173364.625000 Penalty: 2966.261719
	Iteration 67Q: 3 clusters Score -1173365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1173374.875000 Penalty: 2966.261719
	Iteration 68Q: 3 clusters Score -1173375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1173378.125000 Penalty: 2966.261719
	Iteration 69Q: 3 clusters Score -1173378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1173380.500000 Penalty: 2966.261719
	Iteration 70Q: 3 clusters Score -1173380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1173384.500000 Penalty: 2966.261719
	Iteration 71Q: 3 clusters Score -1173384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1173393.250000 Penalty: 2966.261719
	Iteration 72Q: 3 clusters Score -1173393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1173393.500000 Penalty: 2966.261719
	Iteration 73Q: 3 clusters Score -1173394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1173395.250000 Penalty: 2966.261719
	Iteration 74Q: 3 clusters Score -1173395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1173399.375000 Penalty: 2966.261719
	Iteration 75Q: 3 clusters Score -1173399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1173403.875000 Penalty: 2966.261719
	Iteration 76Q: 3 clusters Score -1173404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1173406.625000 Penalty: 2966.261719
	Iteration 77Q: 3 clusters Score -1173407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1173409.375000 Penalty: 2966.261719
	Iteration 78Q: 3 clusters Score -1173409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1173411.375000 Penalty: 2966.261719
	Iteration 79Q: 3 clusters Score -1173411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1173411.250000 Penalty: 2966.261719
	Iteration 80F: 3 clusters Score -1173411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -309334.375000 Penalty: 1267.925415
	Iteration 0F: 2 clusters Score -309334.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -306964.656250 Penalty: 2535.850830
	Iteration 0F: 3 clusters Score -306964.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -307445.125000 Penalty: 2535.850830
	Iteration 1F: 3 clusters Score -307445.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -307558.875000 Penalty: 2535.850830
	Iteration 2F: 3 clusters Score -307558.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -307628.843750 Penalty: 2535.850830
	Iteration 3Q: 3 clusters Score -307628.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -307682.593750 Penalty: 2535.850830
	Iteration 4Q: 3 clusters Score -307682.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -307714.437500 Penalty: 2535.850830
	Iteration 5Q: 3 clusters Score -307714.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -307744.406250 Penalty: 2535.850830
	Iteration 6Q: 3 clusters Score -307744.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -307770.156250 Penalty: 2535.850830
	Iteration 7Q: 3 clusters Score -307770.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -307784.468750 Penalty: 2535.850830
	Iteration 8Q: 3 clusters Score -307784.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -307798.750000 Penalty: 2535.850830
	Iteration 9Q: 3 clusters Score -307798.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -307814.187500 Penalty: 2535.850830
	Iteration 10Q: 3 clusters Score -307814.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -307829.531250 Penalty: 2535.850830
	Iteration 11Q: 3 clusters Score -307829.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -307839.281250 Penalty: 2535.850830
	Iteration 12Q: 3 clusters Score -307839.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -307846.000000 Penalty: 2535.850830
	Iteration 13Q: 3 clusters Score -307846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -307851.187500 Penalty: 2535.850830
	Iteration 14Q: 3 clusters Score -307851.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -307856.562500 Penalty: 2535.850830
	Iteration 15Q: 3 clusters Score -307856.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -307864.250000 Penalty: 2535.850830
	Iteration 16Q: 3 clusters Score -307864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -307871.750000 Penalty: 2535.850830
	Iteration 17Q: 3 clusters Score -307871.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -307877.250000 Penalty: 2535.850830
	Iteration 18Q: 3 clusters Score -307877.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -307881.093750 Penalty: 2535.850830
	Iteration 19Q: 3 clusters Score -307881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -307885.343750 Penalty: 2535.850830
	Iteration 20F: 3 clusters Score -307885.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -307889.343750 Penalty: 2535.850830
	Iteration 21Q: 3 clusters Score -307889.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -307891.062500 Penalty: 2535.850830
	Iteration 22Q: 3 clusters Score -307891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -307895.250000 Penalty: 2535.850830
	Iteration 23Q: 3 clusters Score -307895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -307897.968750 Penalty: 2535.850830
	Iteration 24Q: 3 clusters Score -307898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -307899.593750 Penalty: 2535.850830
	Iteration 25Q: 3 clusters Score -307899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -307901.750000 Penalty: 2535.850830
	Iteration 26Q: 3 clusters Score -307901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -307905.281250 Penalty: 2535.850830
	Iteration 27Q: 3 clusters Score -307905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -307905.375000 Penalty: 2535.850830
	Iteration 28Q: 3 clusters Score -307905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -307906.093750 Penalty: 2535.850830
	Iteration 29Q: 3 clusters Score -307906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -307906.500000 Penalty: 2535.850830
	Iteration 30Q: 3 clusters Score -307906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -307906.500000 Penalty: 2535.850830
	Iteration 31F: 3 clusters Score -307906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -88409.671875 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -88409.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87150.460938 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -87150.46 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87505.632812 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -87505.63 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -87715.960938 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -87715.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -87943.460938 Penalty: 2165.518066
	Iteration 3F: 3 clusters Score -87943.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88097.953125 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -88097.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88218.882812 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -88218.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -88319.343750 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -88319.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88359.179688 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -88359.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88412.585938 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -88412.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88454.546875 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -88454.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88482.210938 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -88482.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88496.578125 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -88496.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88504.789062 Penalty: 2165.518066
	Iteration 12Q: 3 clusters Score -88504.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88508.429688 Penalty: 2165.518066
	Iteration 13Q: 3 clusters Score -88508.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88510.679688 Penalty: 2165.518066
	Iteration 14Q: 3 clusters Score -88510.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88510.882812 Penalty: 2165.518066
	Iteration 15Q: 3 clusters Score -88510.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88510.882812 Penalty: 2165.518066
	Iteration 16F: 3 clusters Score -88510.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 33019 members 
Mstep: Class 3 contains 101308 members 
Mstep: Class 4 contains 49067 members 
Mstep: Class 5 contains 49077 members 
Mstep: Class 6 contains 33969 members 
Mstep: Class 7 contains 65837 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 82876 members 
Mstep: Class 12 contains 12680 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 2447 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 20 contains 5495 members 
Entering Unmasked Estep 
Score: -65753660.000000 Penalty: 38530.851562
Splitting cluster 18 changes total score from -65744176.000000 to -65753660.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 20 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -662163.750000 Penalty: 1399.384033
	Iteration 0F: 2 clusters Score -662163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -657938.812500 Penalty: 2798.768066
	Iteration 0F: 3 clusters Score -657938.8 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -659156.750000 Penalty: 2798.768066
	Iteration 1F: 3 clusters Score -659156.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -659384.312500 Penalty: 2798.768066
	Iteration 2F: 3 clusters Score -659384.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -659548.062500 Penalty: 2798.768066
	Iteration 3F: 3 clusters Score -659548.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -659683.937500 Penalty: 2798.768066
	Iteration 4Q: 3 clusters Score -659683.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -659800.062500 Penalty: 2798.768066
	Iteration 5Q: 3 clusters Score -659800.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -659901.875000 Penalty: 2798.768066
	Iteration 6Q: 3 clusters Score -659901.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -659990.812500 Penalty: 2798.768066
	Iteration 7Q: 3 clusters Score -659990.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -660090.437500 Penalty: 2798.768066
	Iteration 8Q: 3 clusters Score -660090.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -660211.875000 Penalty: 2798.768066
	Iteration 9Q: 3 clusters Score -660211.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -660353.125000 Penalty: 2798.768066
	Iteration 10Q: 3 clusters Score -660353.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -660483.750000 Penalty: 2798.768066
	Iteration 11Q: 3 clusters Score -660483.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -660595.250000 Penalty: 2798.768066
	Iteration 12Q: 3 clusters Score -660595.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -660705.937500 Penalty: 2798.768066
	Iteration 13Q: 3 clusters Score -660705.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -660796.375000 Penalty: 2798.768066
	Iteration 14Q: 3 clusters Score -660796.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -660880.125000 Penalty: 2798.768066
	Iteration 15Q: 3 clusters Score -660880.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -660940.875000 Penalty: 2798.768066
	Iteration 16Q: 3 clusters Score -660940.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -661000.187500 Penalty: 2798.768066
	Iteration 17Q: 3 clusters Score -661000.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -661052.625000 Penalty: 2798.768066
	Iteration 18Q: 3 clusters Score -661052.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -661087.437500 Penalty: 2798.768066
	Iteration 19Q: 3 clusters Score -661087.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -661131.437500 Penalty: 2798.768066
	Iteration 20F: 3 clusters Score -661131.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -661186.687500 Penalty: 2798.768066
	Iteration 21Q: 3 clusters Score -661186.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -661238.000000 Penalty: 2798.768066
	Iteration 22Q: 3 clusters Score -661238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -661299.875000 Penalty: 2798.768066
	Iteration 23Q: 3 clusters Score -661299.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -661343.937500 Penalty: 2798.768066
	Iteration 24Q: 3 clusters Score -661343.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -661381.000000 Penalty: 2798.768066
	Iteration 25Q: 3 clusters Score -661381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -661406.062500 Penalty: 2798.768066
	Iteration 26Q: 3 clusters Score -661406.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -661427.687500 Penalty: 2798.768066
	Iteration 27Q: 3 clusters Score -661427.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -661439.437500 Penalty: 2798.768066
	Iteration 28Q: 3 clusters Score -661439.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -661444.062500 Penalty: 2798.768066
	Iteration 29Q: 3 clusters Score -661444.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -661449.312500 Penalty: 2798.768066
	Iteration 30Q: 3 clusters Score -661449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -661452.375000 Penalty: 2798.768066
	Iteration 31Q: 3 clusters Score -661452.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -661453.625000 Penalty: 2798.768066
	Iteration 32Q: 3 clusters Score -661453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -661457.812500 Penalty: 2798.768066
	Iteration 33Q: 3 clusters Score -661457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -661458.562500 Penalty: 2798.768066
	Iteration 34Q: 3 clusters Score -661458.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -661459.750000 Penalty: 2798.768066
	Iteration 35Q: 3 clusters Score -661459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -661458.500000 Penalty: 2798.768066
	Iteration 36Q: 3 clusters Score -661458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -661460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -661462.000000 Penalty: 2798.768066
	Iteration 38Q: 3 clusters Score -661462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -661461.937500 Penalty: 2798.768066
	Iteration 39Q: 3 clusters Score -661461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -661461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -661462.500000 Penalty: 2798.768066
	Iteration 41Q: 3 clusters Score -661462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -661462.500000 Penalty: 2798.768066
	Iteration 42F: 3 clusters Score -661462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 33019 members 
Mstep: Class 3 contains 101308 members 
Mstep: Class 4 contains 49067 members 
Mstep: Class 5 contains 49077 members 
Mstep: Class 7 contains 65837 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 82876 members 
Mstep: Class 12 contains 12680 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 2447 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 20 contains 5495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 19 clusters Score -6.575626e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 33098 members 
Mstep: Class 3 contains 101879 members 
Mstep: Class 4 contains 52132 members 
Mstep: Class 5 contains 48820 members 
Mstep: Class 6 contains 33029 members 
Mstep: Class 7 contains 64427 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 82102 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 6685 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 128 members 
Mstep: Class 16 contains 9191 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 18 contains 351 members 
Mstep: Class 20 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 19 clusters Score -6.575945e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 33091 members 
Mstep: Class 3 contains 99603 members 
Mstep: Class 4 contains 54290 members 
Mstep: Class 5 contains 48721 members 
Mstep: Class 6 contains 35685 members 
Mstep: Class 7 contains 63065 members 
Mstep: Class 8 contains 509 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 81311 members 
Mstep: Class 12 contains 12400 members 
Mstep: Class 13 contains 6684 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 9107 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 371 members 
Mstep: Class 20 contains 5461 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 19 clusters Score -6.57626e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 32976 members 
Mstep: Class 3 contains 98083 members 
Mstep: Class 4 contains 56056 members 
Mstep: Class 5 contains 48576 members 
Mstep: Class 6 contains 37781 members 
Mstep: Class 7 contains 61945 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 10 contains 3300 members 
Mstep: Class 11 contains 80611 members 
Mstep: Class 12 contains 12311 members 
Mstep: Class 13 contains 6710 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 9046 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 20 contains 5451 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 19 clusters Score -6.576488e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 32765 members 
Mstep: Class 3 contains 96944 members 
Mstep: Class 4 contains 57375 members 
Mstep: Class 5 contains 48451 members 
Mstep: Class 6 contains 39615 members 
Mstep: Class 7 contains 61053 members 
Mstep: Class 8 contains 530 members 
Mstep: Class 10 contains 3271 members 
Mstep: Class 11 contains 80051 members 
Mstep: Class 12 contains 12243 members 
Mstep: Class 13 contains 6749 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8996 members 
Mstep: Class 17 contains 2345 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 20 contains 5438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65766452.000000 Penalty: 38530.851562
Iteration 123Q: 19 clusters Score -6.576645e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 32527 members 
Mstep: Class 3 contains 96002 members 
Mstep: Class 4 contains 58384 members 
Mstep: Class 5 contains 48341 members 
Mstep: Class 6 contains 41285 members 
Mstep: Class 7 contains 60292 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 79545 members 
Mstep: Class 12 contains 12178 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 8962 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 400 members 
Mstep: Class 20 contains 5434 members 
Entering Unmasked Estep 
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Iteration 124Q: 19 clusters Score -6.576762e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 32284 members 
Mstep: Class 3 contains 95213 members 
Mstep: Class 4 contains 59143 members 
Mstep: Class 5 contains 48212 members 
Mstep: Class 6 contains 42768 members 
Mstep: Class 7 contains 59650 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 11 contains 79184 members 
Mstep: Class 12 contains 12126 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 125 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 2300 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 20 contains 5435 members 
Entering Unmasked Estep 
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Iteration 125Q: 19 clusters Score -6.576854e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 32048 members 
Mstep: Class 3 contains 94569 members 
Mstep: Class 4 contains 59729 members 
Mstep: Class 5 contains 48091 members 
Mstep: Class 6 contains 44110 members 
Mstep: Class 7 contains 59080 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 10 contains 3219 members 
Mstep: Class 11 contains 78884 members 
Mstep: Class 12 contains 12074 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8903 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 20 contains 5436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 19 clusters Score -6.576945e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 31810 members 
Mstep: Class 3 contains 93986 members 
Mstep: Class 4 contains 60163 members 
Mstep: Class 5 contains 47986 members 
Mstep: Class 6 contains 45365 members 
Mstep: Class 7 contains 58642 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 10 contains 3206 members 
Mstep: Class 11 contains 78601 members 
Mstep: Class 12 contains 12025 members 
Mstep: Class 13 contains 7077 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8885 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 20 contains 5440 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -6.576978e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 31573 members 
Mstep: Class 3 contains 93498 members 
Mstep: Class 4 contains 60456 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 46478 members 
Mstep: Class 7 contains 58296 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 10 contains 3192 members 
Mstep: Class 11 contains 78382 members 
Mstep: Class 12 contains 11997 members 
Mstep: Class 13 contains 7187 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8869 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 20 contains 5440 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -6.577058e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 31380 members 
Mstep: Class 3 contains 93143 members 
Mstep: Class 4 contains 60687 members 
Mstep: Class 5 contains 47758 members 
Mstep: Class 6 contains 47443 members 
Mstep: Class 7 contains 57976 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 10 contains 3184 members 
Mstep: Class 11 contains 78186 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 7285 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8863 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 20 contains 5430 members 
Entering Unmasked Estep 
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Score: -65771236.000000 Penalty: 38530.851562
Iteration 129Q: 19 clusters Score -6.577124e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 31187 members 
Mstep: Class 3 contains 92826 members 
Mstep: Class 4 contains 60824 members 
Mstep: Class 5 contains 47633 members 
Mstep: Class 6 contains 48324 members 
Mstep: Class 7 contains 57719 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 78002 members 
Mstep: Class 12 contains 11955 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8864 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 20 contains 5427 members 
Entering Unmasked Estep 
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Score: -65772004.000000 Penalty: 38530.851562
Iteration 130Q: 19 clusters Score -6.5772e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 31020 members 
Mstep: Class 3 contains 92656 members 
Mstep: Class 4 contains 60919 members 
Mstep: Class 5 contains 47506 members 
Mstep: Class 6 contains 49081 members 
Mstep: Class 7 contains 57510 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 10 contains 3173 members 
Mstep: Class 11 contains 77785 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 7481 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8875 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 20 contains 5422 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -6.57722e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 30860 members 
Mstep: Class 3 contains 92556 members 
Mstep: Class 4 contains 60955 members 
Mstep: Class 5 contains 47358 members 
Mstep: Class 6 contains 49765 members 
Mstep: Class 7 contains 57366 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3168 members 
Mstep: Class 11 contains 77587 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 7589 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8884 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 20 contains 5416 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -6.577244e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 30727 members 
Mstep: Class 3 contains 92470 members 
Mstep: Class 4 contains 60970 members 
Mstep: Class 5 contains 47220 members 
Mstep: Class 6 contains 50392 members 
Mstep: Class 7 contains 57234 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 77393 members 
Mstep: Class 12 contains 11849 members 
Mstep: Class 13 contains 7698 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8890 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 20 contains 5412 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -6.577272e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 30618 members 
Mstep: Class 3 contains 92440 members 
Mstep: Class 4 contains 60942 members 
Mstep: Class 5 contains 47098 members 
Mstep: Class 6 contains 50956 members 
Mstep: Class 7 contains 57109 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 11 contains 77215 members 
Mstep: Class 12 contains 11809 members 
Mstep: Class 13 contains 7804 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8894 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 20 contains 5407 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -6.577285e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 30507 members 
Mstep: Class 3 contains 92391 members 
Mstep: Class 4 contains 60895 members 
Mstep: Class 5 contains 47004 members 
Mstep: Class 6 contains 51448 members 
Mstep: Class 7 contains 57028 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 77054 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8898 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 20 contains 5404 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 19 clusters Score -6.577305e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 30412 members 
Mstep: Class 3 contains 92331 members 
Mstep: Class 4 contains 60852 members 
Mstep: Class 5 contains 46933 members 
Mstep: Class 6 contains 51872 members 
Mstep: Class 7 contains 56976 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 76902 members 
Mstep: Class 12 contains 11747 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8905 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 441 members 
Mstep: Class 20 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 19 clusters Score -6.577328e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 30345 members 
Mstep: Class 3 contains 92277 members 
Mstep: Class 4 contains 60796 members 
Mstep: Class 5 contains 46863 members 
Mstep: Class 6 contains 52236 members 
Mstep: Class 7 contains 56906 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 76760 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 8164 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8915 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5386 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -6.577339e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69142 members 
Mstep: Class 2 contains 30301 members 
Mstep: Class 3 contains 92231 members 
Mstep: Class 4 contains 60752 members 
Mstep: Class 5 contains 46811 members 
Mstep: Class 6 contains 52540 members 
Mstep: Class 7 contains 56856 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 76644 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5377 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -6.577335e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 30253 members 
Mstep: Class 3 contains 92193 members 
Mstep: Class 4 contains 60722 members 
Mstep: Class 5 contains 46767 members 
Mstep: Class 6 contains 52803 members 
Mstep: Class 7 contains 56793 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 76549 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 8384 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5369 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -6.577342e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 30217 members 
Mstep: Class 3 contains 92183 members 
Mstep: Class 4 contains 60698 members 
Mstep: Class 5 contains 46731 members 
Mstep: Class 6 contains 53034 members 
Mstep: Class 7 contains 56717 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3050 members 
Mstep: Class 11 contains 76468 members 
Mstep: Class 12 contains 11684 members 
Mstep: Class 13 contains 8492 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5361 members 
Entering Unmasked Estep 
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Iteration 140F: 19 clusters Score -6.577354e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 30182 members 
Mstep: Class 3 contains 92176 members 
Mstep: Class 4 contains 60667 members 
Mstep: Class 5 contains 46694 members 
Mstep: Class 6 contains 53243 members 
Mstep: Class 7 contains 56643 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 76386 members 
Mstep: Class 12 contains 11667 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8935 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5356 members 
Entering Unmasked Estep 
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Iteration 141Q: 19 clusters Score -6.577357e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 30172 members 
Mstep: Class 3 contains 92130 members 
Mstep: Class 4 contains 60628 members 
Mstep: Class 5 contains 46644 members 
Mstep: Class 6 contains 53441 members 
Mstep: Class 7 contains 56591 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 76325 members 
Mstep: Class 12 contains 11656 members 
Mstep: Class 13 contains 8706 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5348 members 
Entering Unmasked Estep 
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Iteration 142Q: 19 clusters Score -6.57737e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 30162 members 
Mstep: Class 3 contains 92074 members 
Mstep: Class 4 contains 60587 members 
Mstep: Class 5 contains 46589 members 
Mstep: Class 6 contains 53636 members 
Mstep: Class 7 contains 56538 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 76286 members 
Mstep: Class 12 contains 11644 members 
Mstep: Class 13 contains 8809 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8936 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5340 members 
Entering Unmasked Estep 
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Iteration 143Q: 19 clusters Score -6.577395e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 30151 members 
Mstep: Class 3 contains 92038 members 
Mstep: Class 4 contains 60546 members 
Mstep: Class 5 contains 46556 members 
Mstep: Class 6 contains 53788 members 
Mstep: Class 7 contains 56498 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 76249 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 13 contains 8908 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5331 members 
Entering Unmasked Estep 
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Iteration 144Q: 19 clusters Score -6.577403e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 30138 members 
Mstep: Class 3 contains 92016 members 
Mstep: Class 4 contains 60516 members 
Mstep: Class 5 contains 46520 members 
Mstep: Class 6 contains 53907 members 
Mstep: Class 7 contains 56457 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 76221 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 8996 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8936 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5322 members 
Entering Unmasked Estep 
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Iteration 145Q: 19 clusters Score -6.577393e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 30116 members 
Mstep: Class 3 contains 91971 members 
Mstep: Class 4 contains 60483 members 
Mstep: Class 5 contains 46503 members 
Mstep: Class 6 contains 54018 members 
Mstep: Class 7 contains 56402 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 76199 members 
Mstep: Class 12 contains 11626 members 
Mstep: Class 13 contains 9087 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5318 members 
Entering Unmasked Estep 
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Iteration 146Q: 19 clusters Score -6.57741e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 30092 members 
Mstep: Class 3 contains 91928 members 
Mstep: Class 4 contains 60451 members 
Mstep: Class 5 contains 46481 members 
Mstep: Class 6 contains 54134 members 
Mstep: Class 7 contains 56357 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 76183 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 9171 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 1995 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5314 members 
Entering Unmasked Estep 
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Iteration 147Q: 19 clusters Score -6.577418e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 30058 members 
Mstep: Class 3 contains 91902 members 
Mstep: Class 4 contains 60421 members 
Mstep: Class 5 contains 46445 members 
Mstep: Class 6 contains 54244 members 
Mstep: Class 7 contains 56319 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 76161 members 
Mstep: Class 12 contains 11610 members 
Mstep: Class 13 contains 9256 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 1991 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65774208.000000 Penalty: 38530.851562
Iteration 148Q: 19 clusters Score -6.577421e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 30027 members 
Mstep: Class 3 contains 91874 members 
Mstep: Class 4 contains 60403 members 
Mstep: Class 5 contains 46427 members 
Mstep: Class 6 contains 54334 members 
Mstep: Class 7 contains 56283 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 76149 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 9329 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5312 members 
Entering Unmasked Estep 
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Iteration 149Q: 19 clusters Score -6.577426e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 30000 members 
Mstep: Class 3 contains 91843 members 
Mstep: Class 4 contains 60384 members 
Mstep: Class 5 contains 46419 members 
Mstep: Class 6 contains 54431 members 
Mstep: Class 7 contains 56227 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 76122 members 
Mstep: Class 12 contains 11594 members 
Mstep: Class 13 contains 9418 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 1977 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5310 members 
Entering Unmasked Estep 
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Iteration 150Q: 19 clusters Score -6.577423e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 29984 members 
Mstep: Class 3 contains 91806 members 
Mstep: Class 4 contains 60349 members 
Mstep: Class 5 contains 46425 members 
Mstep: Class 6 contains 54514 members 
Mstep: Class 7 contains 56176 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 76094 members 
Mstep: Class 12 contains 11594 members 
Mstep: Class 13 contains 9504 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5307 members 
Entering Unmasked Estep 
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Score: -65774132.000000 Penalty: 38530.851562
Iteration 151Q: 19 clusters Score -6.577413e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 29969 members 
Mstep: Class 3 contains 91794 members 
Mstep: Class 4 contains 60324 members 
Mstep: Class 5 contains 46427 members 
Mstep: Class 6 contains 54579 members 
Mstep: Class 7 contains 56130 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 11 contains 76032 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 9607 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8923 members 
Mstep: Class 17 contains 1973 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5306 members 
Entering Unmasked Estep 
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Iteration 152Q: 19 clusters Score -6.577404e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 29953 members 
Mstep: Class 3 contains 91754 members 
Mstep: Class 4 contains 60313 members 
Mstep: Class 5 contains 46423 members 
Mstep: Class 6 contains 54633 members 
Mstep: Class 7 contains 56089 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 75999 members 
Mstep: Class 12 contains 11586 members 
Mstep: Class 13 contains 9695 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8920 members 
Mstep: Class 17 contains 1971 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5303 members 
Entering Unmasked Estep 
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Score: -65773996.000000 Penalty: 38530.851562
Iteration 153Q: 19 clusters Score -6.5774e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 29942 members 
Mstep: Class 3 contains 91731 members 
Mstep: Class 4 contains 60318 members 
Mstep: Class 5 contains 46420 members 
Mstep: Class 6 contains 54675 members 
Mstep: Class 7 contains 56052 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 75948 members 
Mstep: Class 12 contains 11582 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8916 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5300 members 
Entering Unmasked Estep 
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Iteration 154Q: 19 clusters Score -6.577408e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 29928 members 
Mstep: Class 3 contains 91714 members 
Mstep: Class 4 contains 60312 members 
Mstep: Class 5 contains 46414 members 
Mstep: Class 6 contains 54718 members 
Mstep: Class 7 contains 56022 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 75916 members 
Mstep: Class 12 contains 11581 members 
Mstep: Class 13 contains 9842 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8914 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5298 members 
Entering Unmasked Estep 
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Score: -65774176.000000 Penalty: 38530.851562
Iteration 155Q: 19 clusters Score -6.577418e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 29922 members 
Mstep: Class 3 contains 91698 members 
Mstep: Class 4 contains 60307 members 
Mstep: Class 5 contains 46408 members 
Mstep: Class 6 contains 54761 members 
Mstep: Class 7 contains 55993 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 2991 members 
Mstep: Class 11 contains 75896 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 9903 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8916 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5297 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 156Q: 19 clusters Score -6.577429e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 29916 members 
Mstep: Class 3 contains 91685 members 
Mstep: Class 4 contains 60301 members 
Mstep: Class 5 contains 46394 members 
Mstep: Class 6 contains 54798 members 
Mstep: Class 7 contains 55979 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 2988 members 
Mstep: Class 11 contains 75860 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8916 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65774196.000000 Penalty: 38530.851562
Iteration 157Q: 19 clusters Score -6.57742e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 29907 members 
Mstep: Class 3 contains 91688 members 
Mstep: Class 4 contains 60299 members 
Mstep: Class 5 contains 46376 members 
Mstep: Class 6 contains 54829 members 
Mstep: Class 7 contains 55962 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 75838 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 10038 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8919 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5297 members 
Entering Unmasked Estep 
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Iteration 158Q: 19 clusters Score -6.577421e+07 nChanged 344
Entering ConstructFrom: 
Score: -65774208.000000 Penalty: 38530.851562
Entering ConstructFrom: 
Trying to split cluster 1 (69106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Entering Unmasked Estep 
Score: -8854150.000000 Penalty: 1810.801880
	Iteration 0F: 2 clusters Score -8854150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -8811825.000000 Penalty: 3621.603760
	Iteration 0F: 3 clusters Score -8811825 nChanged 32627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -8830365.000000 Penalty: 3621.603760
	Iteration 1F: 3 clusters Score -8830365 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -8831104.000000 Penalty: 3621.603760
	Iteration 2Q: 3 clusters Score -8831104 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -8832059.000000 Penalty: 3621.603760
	Iteration 3Q: 3 clusters Score -8832059 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -8833841.000000 Penalty: 3621.603760
	Iteration 4F: 3 clusters Score -8833841 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -8836680.000000 Penalty: 3621.603760
	Iteration 5F: 3 clusters Score -8836680 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -8840793.000000 Penalty: 3621.603760
	Iteration 6F: 3 clusters Score -8840793 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -8845380.000000 Penalty: 3621.603760
	Iteration 7F: 3 clusters Score -8845380 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -8849152.000000 Penalty: 3621.603760
	Iteration 8F: 3 clusters Score -8849152 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -8851416.000000 Penalty: 3621.603760
	Iteration 9Q: 3 clusters Score -8851416 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8852589.000000 Penalty: 3621.603760
	Iteration 10Q: 3 clusters Score -8852589 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8853209.000000 Penalty: 3621.603760
	Iteration 11Q: 3 clusters Score -8853209 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8853506.000000 Penalty: 3621.603760
	Iteration 12Q: 3 clusters Score -8853506 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8853611.000000 Penalty: 3621.603760
	Iteration 13Q: 3 clusters Score -8853611 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8853665.000000 Penalty: 3621.603760
	Iteration 14Q: 3 clusters Score -8853665 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8853603.000000 Penalty: 3621.603760
	Iteration 15Q: 3 clusters Score -8853603 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8853542.000000 Penalty: 3621.603760
	Iteration 16Q: 3 clusters Score -8853542 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8853463.000000 Penalty: 3621.603760
	Iteration 17Q: 3 clusters Score -8853463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8853407.000000 Penalty: 3621.603760
	Iteration 18Q: 3 clusters Score -8853407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8853376.000000 Penalty: 3621.603760
	Iteration 19Q: 3 clusters Score -8853376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8853342.000000 Penalty: 3621.603760
	Iteration 20F: 3 clusters Score -8853342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8853342.000000 Penalty: 3621.603760
	Iteration 21Q: 3 clusters Score -8853342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8853320.000000 Penalty: 3621.603760
	Iteration 22Q: 3 clusters Score -8853320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8853301.000000 Penalty: 3621.603760
	Iteration 23Q: 3 clusters Score -8853301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8853291.000000 Penalty: 3621.603760
	Iteration 24Q: 3 clusters Score -8853291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8853268.000000 Penalty: 3621.603760
	Iteration 25Q: 3 clusters Score -8853268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8853244.000000 Penalty: 3621.603760
	Iteration 26Q: 3 clusters Score -8853244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8853240.000000 Penalty: 3621.603760
	Iteration 27Q: 3 clusters Score -8853240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8853223.000000 Penalty: 3621.603760
	Iteration 28Q: 3 clusters Score -8853223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8853227.000000 Penalty: 3621.603760
	Iteration 29Q: 3 clusters Score -8853227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8853218.000000 Penalty: 3621.603760
	Iteration 30Q: 3 clusters Score -8853218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8853214.000000 Penalty: 3621.603760
	Iteration 31Q: 3 clusters Score -8853214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8853213.000000 Penalty: 3621.603760
	Iteration 32Q: 3 clusters Score -8853213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8853207.000000 Penalty: 3621.603760
	Iteration 33Q: 3 clusters Score -8853207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8853207.000000 Penalty: 3621.603760
	Iteration 34Q: 3 clusters Score -8853207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8853202.000000 Penalty: 3621.603760
	Iteration 35Q: 3 clusters Score -8853202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8853205.000000 Penalty: 3621.603760
	Iteration 36Q: 3 clusters Score -8853205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8853207.000000 Penalty: 3621.603760
	Iteration 37Q: 3 clusters Score -8853207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8853201.000000 Penalty: 3621.603760
	Iteration 38Q: 3 clusters Score -8853201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8853206.000000 Penalty: 3621.603760
	Iteration 39Q: 3 clusters Score -8853206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8853202.000000 Penalty: 3621.603760
	Iteration 40F: 3 clusters Score -8853202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8853200.000000 Penalty: 3621.603760
	Iteration 41Q: 3 clusters Score -8853200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8853202.000000 Penalty: 3621.603760
	Iteration 42Q: 3 clusters Score -8853202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8853207.000000 Penalty: 3621.603760
	Iteration 43Q: 3 clusters Score -8853207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8853214.000000 Penalty: 3621.603760
	Iteration 44Q: 3 clusters Score -8853214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8853215.000000 Penalty: 3621.603760
	Iteration 45Q: 3 clusters Score -8853215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8853209.000000 Penalty: 3621.603760
	Iteration 46Q: 3 clusters Score -8853209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8853204.000000 Penalty: 3621.603760
	Iteration 47Q: 3 clusters Score -8853204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8853202.000000 Penalty: 3621.603760
	Iteration 48Q: 3 clusters Score -8853202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8853203.000000 Penalty: 3621.603760
	Iteration 49Q: 3 clusters Score -8853203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8853201.000000 Penalty: 3621.603760
	Iteration 50Q: 3 clusters Score -8853201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8853198.000000 Penalty: 3621.603760
	Iteration 51Q: 3 clusters Score -8853198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8853201.000000 Penalty: 3621.603760
	Iteration 52Q: 3 clusters Score -8853201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8853205.000000 Penalty: 3621.603760
	Iteration 53Q: 3 clusters Score -8853205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8853204.000000 Penalty: 3621.603760
	Iteration 54Q: 3 clusters Score -8853204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8853196.000000 Penalty: 3621.603760
	Iteration 55Q: 3 clusters Score -8853196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8853188.000000 Penalty: 3621.603760
	Iteration 56Q: 3 clusters Score -8853188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8853195.000000 Penalty: 3621.603760
	Iteration 57Q: 3 clusters Score -8853195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8853197.000000 Penalty: 3621.603760
	Iteration 58Q: 3 clusters Score -8853197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8853201.000000 Penalty: 3621.603760
	Iteration 59Q: 3 clusters Score -8853201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8853201.000000 Penalty: 3621.603760
	Iteration 60F: 3 clusters Score -8853201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Entering Unmasked Estep 
Score: -3702414.250000 Penalty: 1674.667603
	Iteration 0F: 2 clusters Score -3702414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3682210.250000 Penalty: 3349.335205
	Iteration 0F: 3 clusters Score -3682210 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3689815.500000 Penalty: 3349.335205
	Iteration 1F: 3 clusters Score -3689816 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3690221.250000 Penalty: 3349.335205
	Iteration 2Q: 3 clusters Score -3690221 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3690650.500000 Penalty: 3349.335205
	Iteration 3Q: 3 clusters Score -3690650 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -3691110.250000 Penalty: 3349.335205
	Iteration 4Q: 3 clusters Score -3691110 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3691716.250000 Penalty: 3349.335205
	Iteration 5Q: 3 clusters Score -3691716 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3692414.750000 Penalty: 3349.335205
	Iteration 6Q: 3 clusters Score -3692415 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3693321.250000 Penalty: 3349.335205
	Iteration 7Q: 3 clusters Score -3693321 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3694426.250000 Penalty: 3349.335205
	Iteration 8F: 3 clusters Score -3694426 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3695439.250000 Penalty: 3349.335205
	Iteration 9F: 3 clusters Score -3695439 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3696185.750000 Penalty: 3349.335205
	Iteration 10Q: 3 clusters Score -3696186 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3696593.750000 Penalty: 3349.335205
	Iteration 11Q: 3 clusters Score -3696594 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3696825.250000 Penalty: 3349.335205
	Iteration 12Q: 3 clusters Score -3696825 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3696980.500000 Penalty: 3349.335205
	Iteration 13Q: 3 clusters Score -3696980 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3697080.750000 Penalty: 3349.335205
	Iteration 14Q: 3 clusters Score -3697081 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3697178.750000 Penalty: 3349.335205
	Iteration 15Q: 3 clusters Score -3697179 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3697245.000000 Penalty: 3349.335205
	Iteration 16Q: 3 clusters Score -3697245 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3697321.250000 Penalty: 3349.335205
	Iteration 17Q: 3 clusters Score -3697321 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3697385.000000 Penalty: 3349.335205
	Iteration 18Q: 3 clusters Score -3697385 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3697455.500000 Penalty: 3349.335205
	Iteration 19Q: 3 clusters Score -3697456 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3697535.500000 Penalty: 3349.335205
	Iteration 20F: 3 clusters Score -3697536 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3697599.250000 Penalty: 3349.335205
	Iteration 21Q: 3 clusters Score -3697599 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3697665.250000 Penalty: 3349.335205
	Iteration 22Q: 3 clusters Score -3697665 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3697740.750000 Penalty: 3349.335205
	Iteration 23Q: 3 clusters Score -3697741 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3697799.750000 Penalty: 3349.335205
	Iteration 24Q: 3 clusters Score -3697800 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3697882.500000 Penalty: 3349.335205
	Iteration 25Q: 3 clusters Score -3697882 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3697941.250000 Penalty: 3349.335205
	Iteration 26Q: 3 clusters Score -3697941 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3697982.000000 Penalty: 3349.335205
	Iteration 27Q: 3 clusters Score -3697982 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3698028.750000 Penalty: 3349.335205
	Iteration 28Q: 3 clusters Score -3698029 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3698077.500000 Penalty: 3349.335205
	Iteration 29Q: 3 clusters Score -3698078 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3698114.000000 Penalty: 3349.335205
	Iteration 30Q: 3 clusters Score -3698114 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3698162.250000 Penalty: 3349.335205
	Iteration 31Q: 3 clusters Score -3698162 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3698192.000000 Penalty: 3349.335205
	Iteration 32Q: 3 clusters Score -3698192 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3698244.500000 Penalty: 3349.335205
	Iteration 33Q: 3 clusters Score -3698244 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3698300.000000 Penalty: 3349.335205
	Iteration 34Q: 3 clusters Score -3698300 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3698350.000000 Penalty: 3349.335205
	Iteration 35Q: 3 clusters Score -3698350 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3698418.000000 Penalty: 3349.335205
	Iteration 36Q: 3 clusters Score -3698418 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3698509.000000 Penalty: 3349.335205
	Iteration 37Q: 3 clusters Score -3698509 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3698593.750000 Penalty: 3349.335205
	Iteration 38Q: 3 clusters Score -3698594 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3698675.750000 Penalty: 3349.335205
	Iteration 39Q: 3 clusters Score -3698676 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -3698785.500000 Penalty: 3349.335205
	Iteration 40F: 3 clusters Score -3698786 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3698851.250000 Penalty: 3349.335205
	Iteration 41Q: 3 clusters Score -3698851 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3698939.250000 Penalty: 3349.335205
	Iteration 42Q: 3 clusters Score -3698939 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3699007.250000 Penalty: 3349.335205
	Iteration 43Q: 3 clusters Score -3699007 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3699082.750000 Penalty: 3349.335205
	Iteration 44Q: 3 clusters Score -3699083 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3699160.250000 Penalty: 3349.335205
	Iteration 45Q: 3 clusters Score -3699160 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3699227.000000 Penalty: 3349.335205
	Iteration 46Q: 3 clusters Score -3699227 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3699288.000000 Penalty: 3349.335205
	Iteration 47Q: 3 clusters Score -3699288 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3699363.500000 Penalty: 3349.335205
	Iteration 48Q: 3 clusters Score -3699364 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3699451.500000 Penalty: 3349.335205
	Iteration 49Q: 3 clusters Score -3699452 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3699544.000000 Penalty: 3349.335205
	Iteration 50Q: 3 clusters Score -3699544 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3699622.250000 Penalty: 3349.335205
	Iteration 51Q: 3 clusters Score -3699622 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3699690.750000 Penalty: 3349.335205
	Iteration 52Q: 3 clusters Score -3699691 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3699761.000000 Penalty: 3349.335205
	Iteration 53Q: 3 clusters Score -3699761 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3699807.250000 Penalty: 3349.335205
	Iteration 54Q: 3 clusters Score -3699807 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3699862.000000 Penalty: 3349.335205
	Iteration 55Q: 3 clusters Score -3699862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3699905.000000 Penalty: 3349.335205
	Iteration 56Q: 3 clusters Score -3699905 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3699935.750000 Penalty: 3349.335205
	Iteration 57Q: 3 clusters Score -3699936 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3699973.000000 Penalty: 3349.335205
	Iteration 58Q: 3 clusters Score -3699973 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3699993.250000 Penalty: 3349.335205
	Iteration 59Q: 3 clusters Score -3699993 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3700037.500000 Penalty: 3349.335205
	Iteration 60F: 3 clusters Score -3700038 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3700074.250000 Penalty: 3349.335205
	Iteration 61Q: 3 clusters Score -3700074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3700118.500000 Penalty: 3349.335205
	Iteration 62Q: 3 clusters Score -3700118 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3700165.250000 Penalty: 3349.335205
	Iteration 63Q: 3 clusters Score -3700165 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3700213.750000 Penalty: 3349.335205
	Iteration 64Q: 3 clusters Score -3700214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3700241.750000 Penalty: 3349.335205
	Iteration 65Q: 3 clusters Score -3700242 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3700282.500000 Penalty: 3349.335205
	Iteration 66Q: 3 clusters Score -3700282 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3700316.750000 Penalty: 3349.335205
	Iteration 67Q: 3 clusters Score -3700317 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3700367.250000 Penalty: 3349.335205
	Iteration 68Q: 3 clusters Score -3700367 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3700402.000000 Penalty: 3349.335205
	Iteration 69Q: 3 clusters Score -3700402 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3700456.750000 Penalty: 3349.335205
	Iteration 70Q: 3 clusters Score -3700457 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3700496.250000 Penalty: 3349.335205
	Iteration 71Q: 3 clusters Score -3700496 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3700532.000000 Penalty: 3349.335205
	Iteration 72Q: 3 clusters Score -3700532 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3700566.250000 Penalty: 3349.335205
	Iteration 73Q: 3 clusters Score -3700566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3700592.250000 Penalty: 3349.335205
	Iteration 74Q: 3 clusters Score -3700592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3700614.750000 Penalty: 3349.335205
	Iteration 75Q: 3 clusters Score -3700615 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3700648.750000 Penalty: 3349.335205
	Iteration 76Q: 3 clusters Score -3700649 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3700672.250000 Penalty: 3349.335205
	Iteration 77Q: 3 clusters Score -3700672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3700700.000000 Penalty: 3349.335205
	Iteration 78Q: 3 clusters Score -3700700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3700723.750000 Penalty: 3349.335205
	Iteration 79Q: 3 clusters Score -3700724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3700745.250000 Penalty: 3349.335205
	Iteration 80F: 3 clusters Score -3700745 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3700760.750000 Penalty: 3349.335205
	Iteration 81Q: 3 clusters Score -3700761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3700788.500000 Penalty: 3349.335205
	Iteration 82Q: 3 clusters Score -3700788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3700807.250000 Penalty: 3349.335205
	Iteration 83Q: 3 clusters Score -3700807 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3700821.500000 Penalty: 3349.335205
	Iteration 84Q: 3 clusters Score -3700822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3700829.250000 Penalty: 3349.335205
	Iteration 85Q: 3 clusters Score -3700829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3700846.000000 Penalty: 3349.335205
	Iteration 86Q: 3 clusters Score -3700846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3700859.000000 Penalty: 3349.335205
	Iteration 87Q: 3 clusters Score -3700859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3700879.750000 Penalty: 3349.335205
	Iteration 88Q: 3 clusters Score -3700880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3700905.250000 Penalty: 3349.335205
	Iteration 89Q: 3 clusters Score -3700905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -3700920.750000 Penalty: 3349.335205
	Iteration 90Q: 3 clusters Score -3700921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3700938.500000 Penalty: 3349.335205
	Iteration 91Q: 3 clusters Score -3700938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3700945.250000 Penalty: 3349.335205
	Iteration 92Q: 3 clusters Score -3700945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3700956.250000 Penalty: 3349.335205
	Iteration 93Q: 3 clusters Score -3700956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3700968.750000 Penalty: 3349.335205
	Iteration 94Q: 3 clusters Score -3700969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3700983.750000 Penalty: 3349.335205
	Iteration 95Q: 3 clusters Score -3700984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3700998.000000 Penalty: 3349.335205
	Iteration 96Q: 3 clusters Score -3700998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3700997.500000 Penalty: 3349.335205
	Iteration 97Q: 3 clusters Score -3700998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3701007.750000 Penalty: 3349.335205
	Iteration 98Q: 3 clusters Score -3701008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3701016.750000 Penalty: 3349.335205
	Iteration 99Q: 3 clusters Score -3701017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -3701022.500000 Penalty: 3349.335205
	Iteration 100F: 3 clusters Score -3701022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3701026.750000 Penalty: 3349.335205
	Iteration 101Q: 3 clusters Score -3701027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -3701034.750000 Penalty: 3349.335205
	Iteration 102Q: 3 clusters Score -3701035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -3701039.250000 Penalty: 3349.335205
	Iteration 103Q: 3 clusters Score -3701039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -3701037.750000 Penalty: 3349.335205
	Iteration 104Q: 3 clusters Score -3701038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3701036.750000 Penalty: 3349.335205
	Iteration 105Q: 3 clusters Score -3701037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3701042.750000 Penalty: 3349.335205
	Iteration 106Q: 3 clusters Score -3701043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3701044.250000 Penalty: 3349.335205
	Iteration 107Q: 3 clusters Score -3701044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3701041.250000 Penalty: 3349.335205
	Iteration 108Q: 3 clusters Score -3701041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3701042.250000 Penalty: 3349.335205
	Iteration 109Q: 3 clusters Score -3701042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3701040.750000 Penalty: 3349.335205
	Iteration 110Q: 3 clusters Score -3701041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3701042.500000 Penalty: 3349.335205
	Iteration 111Q: 3 clusters Score -3701042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3701042.500000 Penalty: 3349.335205
	Iteration 112F: 3 clusters Score -3701042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Entering Unmasked Estep 
Score: -11700481.000000 Penalty: 1856.720459
	Iteration 0F: 2 clusters Score -1.170048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -11644077.000000 Penalty: 3713.440918
	Iteration 0F: 3 clusters Score -1.164408e+07 nChanged 43932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -11670299.000000 Penalty: 3713.440918
	Iteration 1F: 3 clusters Score -1.16703e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -11671748.000000 Penalty: 3713.440918
	Iteration 2Q: 3 clusters Score -1.167175e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -11673904.000000 Penalty: 3713.440918
	Iteration 3F: 3 clusters Score -1.16739e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -11677294.000000 Penalty: 3713.440918
	Iteration 4F: 3 clusters Score -1.167729e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -11682159.000000 Penalty: 3713.440918
	Iteration 5F: 3 clusters Score -1.168216e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -11688179.000000 Penalty: 3713.440918
	Iteration 6F: 3 clusters Score -1.168818e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -11692990.000000 Penalty: 3713.440918
	Iteration 7F: 3 clusters Score -1.169299e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -11696042.000000 Penalty: 3713.440918
	Iteration 8Q: 3 clusters Score -1.169604e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -11697564.000000 Penalty: 3713.440918
	Iteration 9Q: 3 clusters Score -1.169756e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -11698277.000000 Penalty: 3713.440918
	Iteration 10Q: 3 clusters Score -1.169828e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -11698716.000000 Penalty: 3713.440918
	Iteration 11Q: 3 clusters Score -1.169872e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -11698945.000000 Penalty: 3713.440918
	Iteration 12Q: 3 clusters Score -1.169894e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11699251.000000 Penalty: 3713.440918
	Iteration 13Q: 3 clusters Score -1.169925e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11699388.000000 Penalty: 3713.440918
	Iteration 14Q: 3 clusters Score -1.169939e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11699463.000000 Penalty: 3713.440918
	Iteration 15Q: 3 clusters Score -1.169946e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11699498.000000 Penalty: 3713.440918
	Iteration 16Q: 3 clusters Score -1.16995e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90855 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11699537.000000 Penalty: 3713.440918
	Iteration 17Q: 3 clusters Score -1.169954e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11699571.000000 Penalty: 3713.440918
	Iteration 18Q: 3 clusters Score -1.169957e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11699573.000000 Penalty: 3713.440918
	Iteration 19Q: 3 clusters Score -1.169957e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11699574.000000 Penalty: 3713.440918
	Iteration 20F: 3 clusters Score -1.169957e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11699616.000000 Penalty: 3713.440918
	Iteration 21Q: 3 clusters Score -1.169962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11699636.000000 Penalty: 3713.440918
	Iteration 22Q: 3 clusters Score -1.169964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11699638.000000 Penalty: 3713.440918
	Iteration 23Q: 3 clusters Score -1.169964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11699653.000000 Penalty: 3713.440918
	Iteration 24Q: 3 clusters Score -1.169965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11699644.000000 Penalty: 3713.440918
	Iteration 25Q: 3 clusters Score -1.169964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11699660.000000 Penalty: 3713.440918
	Iteration 26Q: 3 clusters Score -1.169966e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11699655.000000 Penalty: 3713.440918
	Iteration 27Q: 3 clusters Score -1.169966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11699663.000000 Penalty: 3713.440918
	Iteration 28Q: 3 clusters Score -1.169966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11699665.000000 Penalty: 3713.440918
	Iteration 29Q: 3 clusters Score -1.169966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11699672.000000 Penalty: 3713.440918
	Iteration 30Q: 3 clusters Score -1.169967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11699664.000000 Penalty: 3713.440918
	Iteration 31Q: 3 clusters Score -1.169966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11699665.000000 Penalty: 3713.440918
	Iteration 32Q: 3 clusters Score -1.169966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11699661.000000 Penalty: 3713.440918
	Iteration 33Q: 3 clusters Score -1.169966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11699678.000000 Penalty: 3713.440918
	Iteration 34Q: 3 clusters Score -1.169968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11699659.000000 Penalty: 3713.440918
	Iteration 35Q: 3 clusters Score -1.169966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11699662.000000 Penalty: 3713.440918
	Iteration 36Q: 3 clusters Score -1.169966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11699661.000000 Penalty: 3713.440918
	Iteration 37Q: 3 clusters Score -1.169966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11699665.000000 Penalty: 3713.440918
	Iteration 38Q: 3 clusters Score -1.169966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11699660.000000 Penalty: 3713.440918
	Iteration 39Q: 3 clusters Score -1.169966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11699651.000000 Penalty: 3713.440918
	Iteration 40F: 3 clusters Score -1.169965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11699665.000000 Penalty: 3713.440918
	Iteration 41Q: 3 clusters Score -1.169966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11699673.000000 Penalty: 3713.440918
	Iteration 42Q: 3 clusters Score -1.169967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11699665.000000 Penalty: 3713.440918
	Iteration 43Q: 3 clusters Score -1.169966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11699661.000000 Penalty: 3713.440918
	Iteration 44Q: 3 clusters Score -1.169966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11699672.000000 Penalty: 3713.440918
	Iteration 45Q: 3 clusters Score -1.169967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11699677.000000 Penalty: 3713.440918
	Iteration 46Q: 3 clusters Score -1.169968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11699684.000000 Penalty: 3713.440918
	Iteration 47Q: 3 clusters Score -1.169968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -11699677.000000 Penalty: 3713.440918
	Iteration 48Q: 3 clusters Score -1.169968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11699684.000000 Penalty: 3713.440918
	Iteration 49Q: 3 clusters Score -1.169968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11699682.000000 Penalty: 3713.440918
	Iteration 50Q: 3 clusters Score -1.169968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11699685.000000 Penalty: 3713.440918
	Iteration 51Q: 3 clusters Score -1.169968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11699693.000000 Penalty: 3713.440918
	Iteration 52Q: 3 clusters Score -1.169969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90809 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11699685.000000 Penalty: 3713.440918
	Iteration 53Q: 3 clusters Score -1.169968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11699691.000000 Penalty: 3713.440918
	Iteration 54Q: 3 clusters Score -1.169969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11699685.000000 Penalty: 3713.440918
	Iteration 55Q: 3 clusters Score -1.169968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11699690.000000 Penalty: 3713.440918
	Iteration 56Q: 3 clusters Score -1.169969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11699716.000000 Penalty: 3713.440918
	Iteration 57Q: 3 clusters Score -1.169972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11699713.000000 Penalty: 3713.440918
	Iteration 58Q: 3 clusters Score -1.169971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11699712.000000 Penalty: 3713.440918
	Iteration 59Q: 3 clusters Score -1.169971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11699709.000000 Penalty: 3713.440918
	Iteration 60F: 3 clusters Score -1.169971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11699712.000000 Penalty: 3713.440918
	Iteration 61Q: 3 clusters Score -1.169971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11699708.000000 Penalty: 3713.440918
	Iteration 62Q: 3 clusters Score -1.169971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11699708.000000 Penalty: 3713.440918
	Iteration 63F: 3 clusters Score -1.169971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Entering Unmasked Estep 
Score: -7742387.000000 Penalty: 1788.640869
	Iteration 0F: 2 clusters Score -7742387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -7703445.500000 Penalty: 3577.281738
	Iteration 0F: 3 clusters Score -7703446 nChanged 28395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -7719658.500000 Penalty: 3577.281738
	Iteration 1F: 3 clusters Score -7719658 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -7720310.000000 Penalty: 3577.281738
	Iteration 2Q: 3 clusters Score -7720310 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -7721151.000000 Penalty: 3577.281738
	Iteration 3Q: 3 clusters Score -7721151 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -7722284.000000 Penalty: 3577.281738
	Iteration 4Q: 3 clusters Score -7722284 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -7723876.500000 Penalty: 3577.281738
	Iteration 5F: 3 clusters Score -7723876 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -7726343.500000 Penalty: 3577.281738
	Iteration 6F: 3 clusters Score -7726344 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -7729592.000000 Penalty: 3577.281738
	Iteration 7F: 3 clusters Score -7729592 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -7732857.000000 Penalty: 3577.281738
	Iteration 8F: 3 clusters Score -7732857 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -7734900.500000 Penalty: 3577.281738
	Iteration 9F: 3 clusters Score -7734900 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -7735963.500000 Penalty: 3577.281738
	Iteration 10Q: 3 clusters Score -7735964 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -7736703.500000 Penalty: 3577.281738
	Iteration 11Q: 3 clusters Score -7736704 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -7737282.000000 Penalty: 3577.281738
	Iteration 12Q: 3 clusters Score -7737282 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -7737758.000000 Penalty: 3577.281738
	Iteration 13Q: 3 clusters Score -7737758 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -7738073.500000 Penalty: 3577.281738
	Iteration 14Q: 3 clusters Score -7738074 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -7738360.000000 Penalty: 3577.281738
	Iteration 15Q: 3 clusters Score -7738360 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -7738653.500000 Penalty: 3577.281738
	Iteration 16Q: 3 clusters Score -7738654 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -7738919.500000 Penalty: 3577.281738
	Iteration 17Q: 3 clusters Score -7738920 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -7739087.000000 Penalty: 3577.281738
	Iteration 18Q: 3 clusters Score -7739087 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -7739217.500000 Penalty: 3577.281738
	Iteration 19Q: 3 clusters Score -7739218 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -7739379.500000 Penalty: 3577.281738
	Iteration 20F: 3 clusters Score -7739380 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -7739555.500000 Penalty: 3577.281738
	Iteration 21Q: 3 clusters Score -7739556 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -7739737.500000 Penalty: 3577.281738
	Iteration 22Q: 3 clusters Score -7739738 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -7739908.500000 Penalty: 3577.281738
	Iteration 23Q: 3 clusters Score -7739908 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -7740027.000000 Penalty: 3577.281738
	Iteration 24Q: 3 clusters Score -7740027 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -7740135.000000 Penalty: 3577.281738
	Iteration 25Q: 3 clusters Score -7740135 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -7740225.500000 Penalty: 3577.281738
	Iteration 26Q: 3 clusters Score -7740226 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7740285.000000 Penalty: 3577.281738
	Iteration 27Q: 3 clusters Score -7740285 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7740344.500000 Penalty: 3577.281738
	Iteration 28Q: 3 clusters Score -7740344 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -7740438.000000 Penalty: 3577.281738
	Iteration 29Q: 3 clusters Score -7740438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7740490.000000 Penalty: 3577.281738
	Iteration 30Q: 3 clusters Score -7740490 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7740521.500000 Penalty: 3577.281738
	Iteration 31Q: 3 clusters Score -7740522 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7740557.500000 Penalty: 3577.281738
	Iteration 32Q: 3 clusters Score -7740558 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7740589.500000 Penalty: 3577.281738
	Iteration 33Q: 3 clusters Score -7740590 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7740633.000000 Penalty: 3577.281738
	Iteration 34Q: 3 clusters Score -7740633 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7740673.500000 Penalty: 3577.281738
	Iteration 35Q: 3 clusters Score -7740674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7740720.000000 Penalty: 3577.281738
	Iteration 36Q: 3 clusters Score -7740720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7740752.000000 Penalty: 3577.281738
	Iteration 37Q: 3 clusters Score -7740752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7740782.500000 Penalty: 3577.281738
	Iteration 38Q: 3 clusters Score -7740782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7740779.000000 Penalty: 3577.281738
	Iteration 39Q: 3 clusters Score -7740779 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7740799.500000 Penalty: 3577.281738
	Iteration 40F: 3 clusters Score -7740800 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7740829.000000 Penalty: 3577.281738
	Iteration 41Q: 3 clusters Score -7740829 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7740836.000000 Penalty: 3577.281738
	Iteration 42Q: 3 clusters Score -7740836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7740841.500000 Penalty: 3577.281738
	Iteration 43Q: 3 clusters Score -7740842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7740879.500000 Penalty: 3577.281738
	Iteration 44Q: 3 clusters Score -7740880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7740897.000000 Penalty: 3577.281738
	Iteration 45Q: 3 clusters Score -7740897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7740925.000000 Penalty: 3577.281738
	Iteration 46Q: 3 clusters Score -7740925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7740944.500000 Penalty: 3577.281738
	Iteration 47Q: 3 clusters Score -7740944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7740954.500000 Penalty: 3577.281738
	Iteration 48Q: 3 clusters Score -7740954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7740959.000000 Penalty: 3577.281738
	Iteration 49Q: 3 clusters Score -7740959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7740960.500000 Penalty: 3577.281738
	Iteration 50Q: 3 clusters Score -7740960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7740962.000000 Penalty: 3577.281738
	Iteration 51Q: 3 clusters Score -7740962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7740967.500000 Penalty: 3577.281738
	Iteration 52Q: 3 clusters Score -7740968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7740965.000000 Penalty: 3577.281738
	Iteration 53Q: 3 clusters Score -7740965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7740963.500000 Penalty: 3577.281738
	Iteration 54Q: 3 clusters Score -7740964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7740975.500000 Penalty: 3577.281738
	Iteration 55Q: 3 clusters Score -7740976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7740985.000000 Penalty: 3577.281738
	Iteration 56Q: 3 clusters Score -7740985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7740979.000000 Penalty: 3577.281738
	Iteration 57Q: 3 clusters Score -7740979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7740978.000000 Penalty: 3577.281738
	Iteration 58Q: 3 clusters Score -7740978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7740979.000000 Penalty: 3577.281738
	Iteration 59Q: 3 clusters Score -7740979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7740980.000000 Penalty: 3577.281738
	Iteration 60F: 3 clusters Score -7740980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7740976.500000 Penalty: 3577.281738
	Iteration 61Q: 3 clusters Score -7740976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7740976.500000 Penalty: 3577.281738
	Iteration 62F: 3 clusters Score -7740976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Entering Unmasked Estep 
Score: -5964013.500000 Penalty: 1745.927856
	Iteration 0F: 2 clusters Score -5964014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5933883.500000 Penalty: 3491.855713
	Iteration 0F: 3 clusters Score -5933884 nChanged 21922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -5946255.000000 Penalty: 3491.855713
	Iteration 1F: 3 clusters Score -5946255 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -5946741.500000 Penalty: 3491.855713
	Iteration 2Q: 3 clusters Score -5946742 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -5947264.500000 Penalty: 3491.855713
	Iteration 3Q: 3 clusters Score -5947264 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5947906.000000 Penalty: 3491.855713
	Iteration 4Q: 3 clusters Score -5947906 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5948824.500000 Penalty: 3491.855713
	Iteration 5Q: 3 clusters Score -5948824 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -5950294.500000 Penalty: 3491.855713
	Iteration 6F: 3 clusters Score -5950294 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -5952307.000000 Penalty: 3491.855713
	Iteration 7F: 3 clusters Score -5952307 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -5954720.000000 Penalty: 3491.855713
	Iteration 8F: 3 clusters Score -5954720 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5956511.000000 Penalty: 3491.855713
	Iteration 9F: 3 clusters Score -5956511 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -5957381.000000 Penalty: 3491.855713
	Iteration 10Q: 3 clusters Score -5957381 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -5957779.000000 Penalty: 3491.855713
	Iteration 11Q: 3 clusters Score -5957779 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -5958045.000000 Penalty: 3491.855713
	Iteration 12Q: 3 clusters Score -5958045 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -5958343.000000 Penalty: 3491.855713
	Iteration 13Q: 3 clusters Score -5958343 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -5958645.000000 Penalty: 3491.855713
	Iteration 14Q: 3 clusters Score -5958645 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5958923.000000 Penalty: 3491.855713
	Iteration 15Q: 3 clusters Score -5958923 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -5959186.000000 Penalty: 3491.855713
	Iteration 16Q: 3 clusters Score -5959186 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -5959427.500000 Penalty: 3491.855713
	Iteration 17Q: 3 clusters Score -5959428 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -5959703.500000 Penalty: 3491.855713
	Iteration 18Q: 3 clusters Score -5959704 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5959931.500000 Penalty: 3491.855713
	Iteration 19Q: 3 clusters Score -5959932 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5960179.000000 Penalty: 3491.855713
	Iteration 20F: 3 clusters Score -5960179 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -5960421.500000 Penalty: 3491.855713
	Iteration 21Q: 3 clusters Score -5960422 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -5960682.000000 Penalty: 3491.855713
	Iteration 22Q: 3 clusters Score -5960682 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -5960880.500000 Penalty: 3491.855713
	Iteration 23Q: 3 clusters Score -5960880 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -5961061.000000 Penalty: 3491.855713
	Iteration 24Q: 3 clusters Score -5961061 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -5961291.500000 Penalty: 3491.855713
	Iteration 25Q: 3 clusters Score -5961292 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -5961531.500000 Penalty: 3491.855713
	Iteration 26Q: 3 clusters Score -5961532 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -5961778.500000 Penalty: 3491.855713
	Iteration 27Q: 3 clusters Score -5961778 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5961981.500000 Penalty: 3491.855713
	Iteration 28Q: 3 clusters Score -5961982 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5962154.500000 Penalty: 3491.855713
	Iteration 29Q: 3 clusters Score -5962154 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5962294.500000 Penalty: 3491.855713
	Iteration 30Q: 3 clusters Score -5962294 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5962407.500000 Penalty: 3491.855713
	Iteration 31Q: 3 clusters Score -5962408 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5962508.000000 Penalty: 3491.855713
	Iteration 32Q: 3 clusters Score -5962508 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5962562.000000 Penalty: 3491.855713
	Iteration 33Q: 3 clusters Score -5962562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5962602.000000 Penalty: 3491.855713
	Iteration 34Q: 3 clusters Score -5962602 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5962662.000000 Penalty: 3491.855713
	Iteration 35Q: 3 clusters Score -5962662 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5962670.000000 Penalty: 3491.855713
	Iteration 36Q: 3 clusters Score -5962670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5962662.000000 Penalty: 3491.855713
	Iteration 37Q: 3 clusters Score -5962662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5962674.500000 Penalty: 3491.855713
	Iteration 38Q: 3 clusters Score -5962674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5962695.000000 Penalty: 3491.855713
	Iteration 39Q: 3 clusters Score -5962695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5962704.000000 Penalty: 3491.855713
	Iteration 40F: 3 clusters Score -5962704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5962708.500000 Penalty: 3491.855713
	Iteration 41Q: 3 clusters Score -5962708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5962698.000000 Penalty: 3491.855713
	Iteration 42Q: 3 clusters Score -5962698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5962692.000000 Penalty: 3491.855713
	Iteration 43Q: 3 clusters Score -5962692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5962687.000000 Penalty: 3491.855713
	Iteration 44Q: 3 clusters Score -5962687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5962687.000000 Penalty: 3491.855713
	Iteration 45Q: 3 clusters Score -5962687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5962694.500000 Penalty: 3491.855713
	Iteration 46Q: 3 clusters Score -5962694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5962701.000000 Penalty: 3491.855713
	Iteration 47Q: 3 clusters Score -5962701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5962703.000000 Penalty: 3491.855713
	Iteration 48Q: 3 clusters Score -5962703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5962706.000000 Penalty: 3491.855713
	Iteration 49Q: 3 clusters Score -5962706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5962713.000000 Penalty: 3491.855713
	Iteration 50Q: 3 clusters Score -5962713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5962708.000000 Penalty: 3491.855713
	Iteration 51Q: 3 clusters Score -5962708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5962706.000000 Penalty: 3491.855713
	Iteration 52Q: 3 clusters Score -5962706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5962704.500000 Penalty: 3491.855713
	Iteration 53Q: 3 clusters Score -5962704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5962717.500000 Penalty: 3491.855713
	Iteration 54Q: 3 clusters Score -5962718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5962713.500000 Penalty: 3491.855713
	Iteration 55Q: 3 clusters Score -5962714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5962715.000000 Penalty: 3491.855713
	Iteration 56Q: 3 clusters Score -5962715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5962713.500000 Penalty: 3491.855713
	Iteration 57Q: 3 clusters Score -5962714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5962711.500000 Penalty: 3491.855713
	Iteration 58Q: 3 clusters Score -5962712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5962708.500000 Penalty: 3491.855713
	Iteration 59Q: 3 clusters Score -5962708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5962712.000000 Penalty: 3491.855713
	Iteration 60F: 3 clusters Score -5962712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5962706.500000 Penalty: 3491.855713
	Iteration 61Q: 3 clusters Score -5962706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5962706.500000 Penalty: 3491.855713
	Iteration 62F: 3 clusters Score -5962706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Entering Unmasked Estep 
Score: -7051894.000000 Penalty: 1773.281738
	Iteration 0F: 2 clusters Score -7051894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -7016309.500000 Penalty: 3546.563477
	Iteration 0F: 3 clusters Score -7016310 nChanged 25821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -7030944.000000 Penalty: 3546.563477
	Iteration 1F: 3 clusters Score -7030944 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -7031628.500000 Penalty: 3546.563477
	Iteration 2Q: 3 clusters Score -7031628 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -7032473.500000 Penalty: 3546.563477
	Iteration 3Q: 3 clusters Score -7032474 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -7033696.500000 Penalty: 3546.563477
	Iteration 4Q: 3 clusters Score -7033696 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -7035279.000000 Penalty: 3546.563477
	Iteration 5F: 3 clusters Score -7035279 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -7037397.000000 Penalty: 3546.563477
	Iteration 6F: 3 clusters Score -7037397 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -7039980.500000 Penalty: 3546.563477
	Iteration 7F: 3 clusters Score -7039980 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -7042996.500000 Penalty: 3546.563477
	Iteration 8F: 3 clusters Score -7042996 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -7045681.000000 Penalty: 3546.563477
	Iteration 9F: 3 clusters Score -7045681 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -7047864.000000 Penalty: 3546.563477
	Iteration 10F: 3 clusters Score -7047864 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7049453.500000 Penalty: 3546.563477
	Iteration 11Q: 3 clusters Score -7049454 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7050601.000000 Penalty: 3546.563477
	Iteration 12Q: 3 clusters Score -7050601 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7051292.500000 Penalty: 3546.563477
	Iteration 13Q: 3 clusters Score -7051292 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7051596.000000 Penalty: 3546.563477
	Iteration 14Q: 3 clusters Score -7051596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7051755.000000 Penalty: 3546.563477
	Iteration 15Q: 3 clusters Score -7051755 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7051802.500000 Penalty: 3546.563477
	Iteration 16Q: 3 clusters Score -7051802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7051836.500000 Penalty: 3546.563477
	Iteration 17Q: 3 clusters Score -7051836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7051854.500000 Penalty: 3546.563477
	Iteration 18Q: 3 clusters Score -7051854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7051876.500000 Penalty: 3546.563477
	Iteration 19Q: 3 clusters Score -7051876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7051874.500000 Penalty: 3546.563477
	Iteration 20F: 3 clusters Score -7051874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7051875.500000 Penalty: 3546.563477
	Iteration 21Q: 3 clusters Score -7051876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7051890.500000 Penalty: 3546.563477
	Iteration 22Q: 3 clusters Score -7051890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7051898.000000 Penalty: 3546.563477
	Iteration 23Q: 3 clusters Score -7051898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7051894.000000 Penalty: 3546.563477
	Iteration 24Q: 3 clusters Score -7051894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7051903.000000 Penalty: 3546.563477
	Iteration 25Q: 3 clusters Score -7051903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7051905.000000 Penalty: 3546.563477
	Iteration 26Q: 3 clusters Score -7051905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7051901.500000 Penalty: 3546.563477
	Iteration 27Q: 3 clusters Score -7051902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7051904.500000 Penalty: 3546.563477
	Iteration 28Q: 3 clusters Score -7051904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7051920.000000 Penalty: 3546.563477
	Iteration 29Q: 3 clusters Score -7051920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7051921.500000 Penalty: 3546.563477
	Iteration 30Q: 3 clusters Score -7051922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7051920.000000 Penalty: 3546.563477
	Iteration 31Q: 3 clusters Score -7051920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7051918.500000 Penalty: 3546.563477
	Iteration 32Q: 3 clusters Score -7051918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7051914.500000 Penalty: 3546.563477
	Iteration 33Q: 3 clusters Score -7051914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7051910.500000 Penalty: 3546.563477
	Iteration 34Q: 3 clusters Score -7051910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7051910.500000 Penalty: 3546.563477
	Iteration 35F: 3 clusters Score -7051910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 29901 members 
Mstep: Class 3 contains 91672 members 
Mstep: Class 4 contains 60296 members 
Mstep: Class 5 contains 46359 members 
Mstep: Class 6 contains 53023 members 
Mstep: Class 7 contains 55944 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 2976 members 
Mstep: Class 11 contains 75817 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 10116 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8919 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5293 members 
Entering Unmasked Estep 
Score: -65774220.000000 Penalty: 40671.453125
Splitting cluster 6 changes total score from -65774208.000000 to -65774220.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 7 (55944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Entering Unmasked Estep 
Score: -7092858.500000 Penalty: 1776.467285
	Iteration 0F: 2 clusters Score -7092858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -7055580.000000 Penalty: 3552.934570
	Iteration 0F: 3 clusters Score -7055580 nChanged 26350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -7070551.500000 Penalty: 3552.934570
	Iteration 1F: 3 clusters Score -7070552 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -7071164.500000 Penalty: 3552.934570
	Iteration 2Q: 3 clusters Score -7071164 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -7072143.500000 Penalty: 3552.934570
	Iteration 3Q: 3 clusters Score -7072144 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -7073970.000000 Penalty: 3552.934570
	Iteration 4F: 3 clusters Score -7073970 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -7077223.500000 Penalty: 3552.934570
	Iteration 5F: 3 clusters Score -7077224 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -7082079.500000 Penalty: 3552.934570
	Iteration 6F: 3 clusters Score -7082080 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7086939.000000 Penalty: 3552.934570
	Iteration 7F: 3 clusters Score -7086939 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7089783.000000 Penalty: 3552.934570
	Iteration 8F: 3 clusters Score -7089783 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7090781.000000 Penalty: 3552.934570
	Iteration 9Q: 3 clusters Score -7090781 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7091127.000000 Penalty: 3552.934570
	Iteration 10Q: 3 clusters Score -7091127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7091229.000000 Penalty: 3552.934570
	Iteration 11Q: 3 clusters Score -7091229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7091284.000000 Penalty: 3552.934570
	Iteration 12Q: 3 clusters Score -7091284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7091313.000000 Penalty: 3552.934570
	Iteration 13Q: 3 clusters Score -7091313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7091329.500000 Penalty: 3552.934570
	Iteration 14Q: 3 clusters Score -7091330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7091355.000000 Penalty: 3552.934570
	Iteration 15Q: 3 clusters Score -7091355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7091366.000000 Penalty: 3552.934570
	Iteration 16Q: 3 clusters Score -7091366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7091384.000000 Penalty: 3552.934570
	Iteration 17Q: 3 clusters Score -7091384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7091392.500000 Penalty: 3552.934570
	Iteration 18Q: 3 clusters Score -7091392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7091391.000000 Penalty: 3552.934570
	Iteration 19Q: 3 clusters Score -7091391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7091393.000000 Penalty: 3552.934570
	Iteration 20F: 3 clusters Score -7091393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7091394.500000 Penalty: 3552.934570
	Iteration 21Q: 3 clusters Score -7091394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7091394.500000 Penalty: 3552.934570
	Iteration 22F: 3 clusters Score -7091394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -62744.671875 Penalty: 1021.474670
	Iteration 0F: 2 clusters Score -62744.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61639.238281 Penalty: 2042.949341
	Iteration 0F: 3 clusters Score -61639.24 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61785.492188 Penalty: 2042.949341
	Iteration 1F: 3 clusters Score -61785.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61826.894531 Penalty: 2042.949341
	Iteration 2F: 3 clusters Score -61826.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61856.406250 Penalty: 2042.949341
	Iteration 3Q: 3 clusters Score -61856.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61874.500000 Penalty: 2042.949341
	Iteration 4Q: 3 clusters Score -61874.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61881.320312 Penalty: 2042.949341
	Iteration 5Q: 3 clusters Score -61881.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61890.375000 Penalty: 2042.949341
	Iteration 6Q: 3 clusters Score -61890.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61899.523438 Penalty: 2042.949341
	Iteration 7Q: 3 clusters Score -61899.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61913.121094 Penalty: 2042.949341
	Iteration 8Q: 3 clusters Score -61913.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61932.117188 Penalty: 2042.949341
	Iteration 9Q: 3 clusters Score -61932.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61937.363281 Penalty: 2042.949341
	Iteration 10Q: 3 clusters Score -61937.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61942.949219 Penalty: 2042.949341
	Iteration 11Q: 3 clusters Score -61942.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61948.464844 Penalty: 2042.949341
	Iteration 12Q: 3 clusters Score -61948.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61948.464844 Penalty: 2042.949341
	Iteration 13F: 3 clusters Score -61948.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -382419.968750 Penalty: 1299.729492
	Iteration 0F: 2 clusters Score -382420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -379688.750000 Penalty: 2599.458984
	Iteration 0F: 3 clusters Score -379688.8 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -380401.250000 Penalty: 2599.458984
	Iteration 1F: 3 clusters Score -380401.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -380510.187500 Penalty: 2599.458984
	Iteration 2F: 3 clusters Score -380510.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -380567.062500 Penalty: 2599.458984
	Iteration 3Q: 3 clusters Score -380567.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -380610.343750 Penalty: 2599.458984
	Iteration 4Q: 3 clusters Score -380610.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -380642.000000 Penalty: 2599.458984
	Iteration 5Q: 3 clusters Score -380642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -380676.281250 Penalty: 2599.458984
	Iteration 6Q: 3 clusters Score -380676.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -380710.687500 Penalty: 2599.458984
	Iteration 7Q: 3 clusters Score -380710.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -380736.687500 Penalty: 2599.458984
	Iteration 8Q: 3 clusters Score -380736.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -380762.062500 Penalty: 2599.458984
	Iteration 9Q: 3 clusters Score -380762.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -380787.718750 Penalty: 2599.458984
	Iteration 10Q: 3 clusters Score -380787.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -380802.218750 Penalty: 2599.458984
	Iteration 11Q: 3 clusters Score -380802.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -380810.093750 Penalty: 2599.458984
	Iteration 12Q: 3 clusters Score -380810.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -380818.593750 Penalty: 2599.458984
	Iteration 13Q: 3 clusters Score -380818.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -380828.218750 Penalty: 2599.458984
	Iteration 14Q: 3 clusters Score -380828.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -380838.187500 Penalty: 2599.458984
	Iteration 15Q: 3 clusters Score -380838.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -380851.968750 Penalty: 2599.458984
	Iteration 16Q: 3 clusters Score -380852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -380865.781250 Penalty: 2599.458984
	Iteration 17Q: 3 clusters Score -380865.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -380881.906250 Penalty: 2599.458984
	Iteration 18Q: 3 clusters Score -380881.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -380894.906250 Penalty: 2599.458984
	Iteration 19Q: 3 clusters Score -380894.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -380912.093750 Penalty: 2599.458984
	Iteration 20F: 3 clusters Score -380912.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -380932.218750 Penalty: 2599.458984
	Iteration 21Q: 3 clusters Score -380932.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -380948.437500 Penalty: 2599.458984
	Iteration 22Q: 3 clusters Score -380948.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -380966.343750 Penalty: 2599.458984
	Iteration 23Q: 3 clusters Score -380966.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -380982.968750 Penalty: 2599.458984
	Iteration 24Q: 3 clusters Score -380983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -380996.687500 Penalty: 2599.458984
	Iteration 25Q: 3 clusters Score -380996.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -381009.781250 Penalty: 2599.458984
	Iteration 26Q: 3 clusters Score -381009.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -381020.187500 Penalty: 2599.458984
	Iteration 27Q: 3 clusters Score -381020.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -381031.937500 Penalty: 2599.458984
	Iteration 28Q: 3 clusters Score -381031.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -381042.468750 Penalty: 2599.458984
	Iteration 29Q: 3 clusters Score -381042.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -381052.281250 Penalty: 2599.458984
	Iteration 30Q: 3 clusters Score -381052.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -381059.312500 Penalty: 2599.458984
	Iteration 31Q: 3 clusters Score -381059.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -381067.500000 Penalty: 2599.458984
	Iteration 32Q: 3 clusters Score -381067.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -381072.906250 Penalty: 2599.458984
	Iteration 33Q: 3 clusters Score -381072.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -381082.250000 Penalty: 2599.458984
	Iteration 34Q: 3 clusters Score -381082.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -381089.500000 Penalty: 2599.458984
	Iteration 35Q: 3 clusters Score -381089.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -381096.531250 Penalty: 2599.458984
	Iteration 36Q: 3 clusters Score -381096.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -381104.968750 Penalty: 2599.458984
	Iteration 37Q: 3 clusters Score -381105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -381120.843750 Penalty: 2599.458984
	Iteration 38Q: 3 clusters Score -381120.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -381136.343750 Penalty: 2599.458984
	Iteration 39Q: 3 clusters Score -381136.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -381146.718750 Penalty: 2599.458984
	Iteration 40F: 3 clusters Score -381146.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -381158.000000 Penalty: 2599.458984
	Iteration 41Q: 3 clusters Score -381158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -381165.125000 Penalty: 2599.458984
	Iteration 42Q: 3 clusters Score -381165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -381172.781250 Penalty: 2599.458984
	Iteration 43Q: 3 clusters Score -381172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -381183.437500 Penalty: 2599.458984
	Iteration 44Q: 3 clusters Score -381183.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -381190.187500 Penalty: 2599.458984
	Iteration 45Q: 3 clusters Score -381190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -381193.375000 Penalty: 2599.458984
	Iteration 46Q: 3 clusters Score -381193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -381198.093750 Penalty: 2599.458984
	Iteration 47Q: 3 clusters Score -381198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -381201.062500 Penalty: 2599.458984
	Iteration 48Q: 3 clusters Score -381201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -381201.406250 Penalty: 2599.458984
	Iteration 49Q: 3 clusters Score -381201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -381202.406250 Penalty: 2599.458984
	Iteration 50Q: 3 clusters Score -381202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -381203.718750 Penalty: 2599.458984
	Iteration 51Q: 3 clusters Score -381203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -381206.625000 Penalty: 2599.458984
	Iteration 52Q: 3 clusters Score -381206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -381209.281250 Penalty: 2599.458984
	Iteration 53Q: 3 clusters Score -381209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -381211.937500 Penalty: 2599.458984
	Iteration 54Q: 3 clusters Score -381211.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -381217.093750 Penalty: 2599.458984
	Iteration 55Q: 3 clusters Score -381217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -381220.625000 Penalty: 2599.458984
	Iteration 56Q: 3 clusters Score -381220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -381222.000000 Penalty: 2599.458984
	Iteration 57Q: 3 clusters Score -381222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -381223.343750 Penalty: 2599.458984
	Iteration 58Q: 3 clusters Score -381223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -381223.593750 Penalty: 2599.458984
	Iteration 59Q: 3 clusters Score -381223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -381223.593750 Penalty: 2599.458984
	Iteration 60F: 3 clusters Score -381223.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Entering Unmasked Estep 
Score: -9567941.000000 Penalty: 1825.862671
	Iteration 0F: 2 clusters Score -9567941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -9517910.000000 Penalty: 3651.725342
	Iteration 0F: 3 clusters Score -9517910 nChanged 35825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -9538494.000000 Penalty: 3651.725342
	Iteration 1F: 3 clusters Score -9538494 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -9539238.000000 Penalty: 3651.725342
	Iteration 2Q: 3 clusters Score -9539238 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -9540131.000000 Penalty: 3651.725342
	Iteration 3Q: 3 clusters Score -9540131 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -9541315.000000 Penalty: 3651.725342
	Iteration 4Q: 3 clusters Score -9541315 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -9543174.000000 Penalty: 3651.725342
	Iteration 5Q: 3 clusters Score -9543174 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -9546014.000000 Penalty: 3651.725342
	Iteration 6F: 3 clusters Score -9546014 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -9550178.000000 Penalty: 3651.725342
	Iteration 7F: 3 clusters Score -9550178 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -9555281.000000 Penalty: 3651.725342
	Iteration 8F: 3 clusters Score -9555281 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -9559808.000000 Penalty: 3651.725342
	Iteration 9F: 3 clusters Score -9559808 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -9563107.000000 Penalty: 3651.725342
	Iteration 10Q: 3 clusters Score -9563107 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9564900.000000 Penalty: 3651.725342
	Iteration 11Q: 3 clusters Score -9564900 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9565607.000000 Penalty: 3651.725342
	Iteration 12Q: 3 clusters Score -9565607 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9565934.000000 Penalty: 3651.725342
	Iteration 13Q: 3 clusters Score -9565934 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9566127.000000 Penalty: 3651.725342
	Iteration 14Q: 3 clusters Score -9566127 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9566231.000000 Penalty: 3651.725342
	Iteration 15Q: 3 clusters Score -9566231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9566292.000000 Penalty: 3651.725342
	Iteration 16Q: 3 clusters Score -9566292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9566316.000000 Penalty: 3651.725342
	Iteration 17Q: 3 clusters Score -9566316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9566334.000000 Penalty: 3651.725342
	Iteration 18Q: 3 clusters Score -9566334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9566353.000000 Penalty: 3651.725342
	Iteration 19Q: 3 clusters Score -9566353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9566365.000000 Penalty: 3651.725342
	Iteration 20F: 3 clusters Score -9566365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9566370.000000 Penalty: 3651.725342
	Iteration 21Q: 3 clusters Score -9566370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75453 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9566380.000000 Penalty: 3651.725342
	Iteration 22Q: 3 clusters Score -9566380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9566385.000000 Penalty: 3651.725342
	Iteration 23Q: 3 clusters Score -9566385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9566393.000000 Penalty: 3651.725342
	Iteration 24Q: 3 clusters Score -9566393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9566399.000000 Penalty: 3651.725342
	Iteration 25Q: 3 clusters Score -9566399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9566403.000000 Penalty: 3651.725342
	Iteration 26Q: 3 clusters Score -9566403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9566397.000000 Penalty: 3651.725342
	Iteration 27Q: 3 clusters Score -9566397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9566400.000000 Penalty: 3651.725342
	Iteration 28Q: 3 clusters Score -9566400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9566405.000000 Penalty: 3651.725342
	Iteration 29Q: 3 clusters Score -9566405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9566405.000000 Penalty: 3651.725342
	Iteration 30F: 3 clusters Score -9566405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Entering Unmasked Estep 
Score: -1475648.500000 Penalty: 1519.829102
	Iteration 0F: 2 clusters Score -1475648 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 5814 members 
Entering Unmasked Estep 
Score: -1467410.625000 Penalty: 3039.658203
	Iteration 0F: 3 clusters Score -1467411 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1470105.750000 Penalty: 3039.658203
	Iteration 1F: 3 clusters Score -1470106 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1470380.000000 Penalty: 3039.658203
	Iteration 2F: 3 clusters Score -1470380 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1470605.875000 Penalty: 3039.658203
	Iteration 3Q: 3 clusters Score -1470606 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1470788.125000 Penalty: 3039.658203
	Iteration 4Q: 3 clusters Score -1470788 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1470963.500000 Penalty: 3039.658203
	Iteration 5Q: 3 clusters Score -1470964 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1471179.500000 Penalty: 3039.658203
	Iteration 6Q: 3 clusters Score -1471180 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1471415.500000 Penalty: 3039.658203
	Iteration 7Q: 3 clusters Score -1471416 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1471684.875000 Penalty: 3039.658203
	Iteration 8Q: 3 clusters Score -1471685 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1471984.125000 Penalty: 3039.658203
	Iteration 9Q: 3 clusters Score -1471984 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1472304.625000 Penalty: 3039.658203
	Iteration 10Q: 3 clusters Score -1472305 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1472599.000000 Penalty: 3039.658203
	Iteration 11Q: 3 clusters Score -1472599 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1472859.250000 Penalty: 3039.658203
	Iteration 12Q: 3 clusters Score -1472859 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1473096.500000 Penalty: 3039.658203
	Iteration 13Q: 3 clusters Score -1473096 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1473271.750000 Penalty: 3039.658203
	Iteration 14Q: 3 clusters Score -1473272 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1473418.250000 Penalty: 3039.658203
	Iteration 15Q: 3 clusters Score -1473418 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1473545.375000 Penalty: 3039.658203
	Iteration 16Q: 3 clusters Score -1473545 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1473659.875000 Penalty: 3039.658203
	Iteration 17Q: 3 clusters Score -1473660 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1473754.625000 Penalty: 3039.658203
	Iteration 18Q: 3 clusters Score -1473755 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1473827.875000 Penalty: 3039.658203
	Iteration 19Q: 3 clusters Score -1473828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1473889.500000 Penalty: 3039.658203
	Iteration 20F: 3 clusters Score -1473890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1473967.750000 Penalty: 3039.658203
	Iteration 21Q: 3 clusters Score -1473968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1474035.250000 Penalty: 3039.658203
	Iteration 22Q: 3 clusters Score -1474035 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1474099.875000 Penalty: 3039.658203
	Iteration 23Q: 3 clusters Score -1474100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1474145.375000 Penalty: 3039.658203
	Iteration 24Q: 3 clusters Score -1474145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1474180.500000 Penalty: 3039.658203
	Iteration 25Q: 3 clusters Score -1474180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1474214.250000 Penalty: 3039.658203
	Iteration 26Q: 3 clusters Score -1474214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1474235.375000 Penalty: 3039.658203
	Iteration 27Q: 3 clusters Score -1474235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1474248.250000 Penalty: 3039.658203
	Iteration 28Q: 3 clusters Score -1474248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1474254.375000 Penalty: 3039.658203
	Iteration 29Q: 3 clusters Score -1474254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1474262.500000 Penalty: 3039.658203
	Iteration 30Q: 3 clusters Score -1474262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1474267.250000 Penalty: 3039.658203
	Iteration 31Q: 3 clusters Score -1474267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1474277.500000 Penalty: 3039.658203
	Iteration 32Q: 3 clusters Score -1474278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1474284.625000 Penalty: 3039.658203
	Iteration 33Q: 3 clusters Score -1474285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1474295.875000 Penalty: 3039.658203
	Iteration 34Q: 3 clusters Score -1474296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1474306.000000 Penalty: 3039.658203
	Iteration 35Q: 3 clusters Score -1474306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1474312.125000 Penalty: 3039.658203
	Iteration 36Q: 3 clusters Score -1474312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1474321.250000 Penalty: 3039.658203
	Iteration 37Q: 3 clusters Score -1474321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1474326.375000 Penalty: 3039.658203
	Iteration 38Q: 3 clusters Score -1474326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1474333.500000 Penalty: 3039.658203
	Iteration 39Q: 3 clusters Score -1474334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1474334.875000 Penalty: 3039.658203
	Iteration 40F: 3 clusters Score -1474335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1474337.125000 Penalty: 3039.658203
	Iteration 41Q: 3 clusters Score -1474337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1474337.375000 Penalty: 3039.658203
	Iteration 42Q: 3 clusters Score -1474337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1474344.375000 Penalty: 3039.658203
	Iteration 43Q: 3 clusters Score -1474344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1474353.125000 Penalty: 3039.658203
	Iteration 44Q: 3 clusters Score -1474353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1474362.875000 Penalty: 3039.658203
	Iteration 45Q: 3 clusters Score -1474363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1474375.125000 Penalty: 3039.658203
	Iteration 46Q: 3 clusters Score -1474375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1474382.000000 Penalty: 3039.658203
	Iteration 47Q: 3 clusters Score -1474382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1474392.125000 Penalty: 3039.658203
	Iteration 48Q: 3 clusters Score -1474392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1474398.500000 Penalty: 3039.658203
	Iteration 49Q: 3 clusters Score -1474398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1474401.750000 Penalty: 3039.658203
	Iteration 50Q: 3 clusters Score -1474402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1474403.500000 Penalty: 3039.658203
	Iteration 51Q: 3 clusters Score -1474404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1474408.000000 Penalty: 3039.658203
	Iteration 52Q: 3 clusters Score -1474408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1474408.500000 Penalty: 3039.658203
	Iteration 53Q: 3 clusters Score -1474408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1474410.125000 Penalty: 3039.658203
	Iteration 54Q: 3 clusters Score -1474410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1474410.125000 Penalty: 3039.658203
	Iteration 55F: 3 clusters Score -1474410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Entering Unmasked Estep 
Score: -1302595.500000 Penalty: 1498.554443
	Iteration 0F: 2 clusters Score -1302596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1295355.125000 Penalty: 2997.108887
	Iteration 0F: 3 clusters Score -1295355 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1297670.875000 Penalty: 2997.108887
	Iteration 1F: 3 clusters Score -1297671 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1297903.500000 Penalty: 2997.108887
	Iteration 2F: 3 clusters Score -1297904 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1298136.625000 Penalty: 2997.108887
	Iteration 3Q: 3 clusters Score -1298137 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1298387.125000 Penalty: 2997.108887
	Iteration 4Q: 3 clusters Score -1298387 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1298700.625000 Penalty: 2997.108887
	Iteration 5Q: 3 clusters Score -1298701 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1299040.125000 Penalty: 2997.108887
	Iteration 6Q: 3 clusters Score -1299040 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1299401.500000 Penalty: 2997.108887
	Iteration 7Q: 3 clusters Score -1299402 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1299768.375000 Penalty: 2997.108887
	Iteration 8Q: 3 clusters Score -1299768 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1300114.875000 Penalty: 2997.108887
	Iteration 9Q: 3 clusters Score -1300115 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1300391.875000 Penalty: 2997.108887
	Iteration 10Q: 3 clusters Score -1300392 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1300598.875000 Penalty: 2997.108887
	Iteration 11Q: 3 clusters Score -1300599 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1300737.250000 Penalty: 2997.108887
	Iteration 12Q: 3 clusters Score -1300737 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1300847.250000 Penalty: 2997.108887
	Iteration 13Q: 3 clusters Score -1300847 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1300933.500000 Penalty: 2997.108887
	Iteration 14Q: 3 clusters Score -1300934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1301001.125000 Penalty: 2997.108887
	Iteration 15Q: 3 clusters Score -1301001 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1301058.250000 Penalty: 2997.108887
	Iteration 16Q: 3 clusters Score -1301058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1301107.375000 Penalty: 2997.108887
	Iteration 17Q: 3 clusters Score -1301107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1301149.250000 Penalty: 2997.108887
	Iteration 18Q: 3 clusters Score -1301149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1301178.125000 Penalty: 2997.108887
	Iteration 19Q: 3 clusters Score -1301178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1301200.000000 Penalty: 2997.108887
	Iteration 20F: 3 clusters Score -1301200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1301217.750000 Penalty: 2997.108887
	Iteration 21Q: 3 clusters Score -1301218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1301226.500000 Penalty: 2997.108887
	Iteration 22Q: 3 clusters Score -1301226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1301242.500000 Penalty: 2997.108887
	Iteration 23Q: 3 clusters Score -1301242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1301248.000000 Penalty: 2997.108887
	Iteration 24Q: 3 clusters Score -1301248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1301256.125000 Penalty: 2997.108887
	Iteration 25Q: 3 clusters Score -1301256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1301263.000000 Penalty: 2997.108887
	Iteration 26Q: 3 clusters Score -1301263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1301267.125000 Penalty: 2997.108887
	Iteration 27Q: 3 clusters Score -1301267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1301271.125000 Penalty: 2997.108887
	Iteration 28Q: 3 clusters Score -1301271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1301275.125000 Penalty: 2997.108887
	Iteration 29Q: 3 clusters Score -1301275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1301276.750000 Penalty: 2997.108887
	Iteration 30Q: 3 clusters Score -1301277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1301282.500000 Penalty: 2997.108887
	Iteration 31Q: 3 clusters Score -1301282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1301284.625000 Penalty: 2997.108887
	Iteration 32Q: 3 clusters Score -1301285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1301284.000000 Penalty: 2997.108887
	Iteration 33Q: 3 clusters Score -1301284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1301286.125000 Penalty: 2997.108887
	Iteration 34Q: 3 clusters Score -1301286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1301287.375000 Penalty: 2997.108887
	Iteration 35Q: 3 clusters Score -1301287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1301289.250000 Penalty: 2997.108887
	Iteration 36Q: 3 clusters Score -1301289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1301289.250000 Penalty: 2997.108887
	Iteration 37Q: 3 clusters Score -1301289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1301289.250000 Penalty: 2997.108887
	Iteration 38F: 3 clusters Score -1301289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7033.906738 Penalty: 680.818909
	Iteration 0F: 2 clusters Score -7033.907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6637.658691 Penalty: 1361.637817
	Iteration 0F: 3 clusters Score -6637.659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -10189.581055 Penalty: 787.180420
	Iteration 0F: 2 clusters Score -10189.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9700.025391 Penalty: 1574.360840
	Iteration 0F: 3 clusters Score -9700.025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9788.388672 Penalty: 1574.360840
	Iteration 1F: 3 clusters Score -9788.389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9801.384766 Penalty: 1574.360840
	Iteration 2Q: 3 clusters Score -9801.385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9803.870117 Penalty: 1574.360840
	Iteration 3Q: 3 clusters Score -9803.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9806.248047 Penalty: 1574.360840
	Iteration 4Q: 3 clusters Score -9806.248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9806.248047 Penalty: 1574.360840
	Iteration 5F: 3 clusters Score -9806.248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Entering Unmasked Estep 
Score: -1139228.250000 Penalty: 1478.090088
	Iteration 0F: 2 clusters Score -1139228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1132730.000000 Penalty: 2956.180176
	Iteration 0F: 3 clusters Score -1132730 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1134797.625000 Penalty: 2956.180176
	Iteration 1F: 3 clusters Score -1134798 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1135013.750000 Penalty: 2956.180176
	Iteration 2F: 3 clusters Score -1135014 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1135177.125000 Penalty: 2956.180176
	Iteration 3Q: 3 clusters Score -1135177 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1135347.625000 Penalty: 2956.180176
	Iteration 4Q: 3 clusters Score -1135348 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1135525.375000 Penalty: 2956.180176
	Iteration 5Q: 3 clusters Score -1135525 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1135701.250000 Penalty: 2956.180176
	Iteration 6Q: 3 clusters Score -1135701 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1135868.625000 Penalty: 2956.180176
	Iteration 7Q: 3 clusters Score -1135869 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1136076.875000 Penalty: 2956.180176
	Iteration 8Q: 3 clusters Score -1136077 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1136312.875000 Penalty: 2956.180176
	Iteration 9Q: 3 clusters Score -1136313 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1136588.500000 Penalty: 2956.180176
	Iteration 10Q: 3 clusters Score -1136588 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1136880.125000 Penalty: 2956.180176
	Iteration 11Q: 3 clusters Score -1136880 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1137130.625000 Penalty: 2956.180176
	Iteration 12Q: 3 clusters Score -1137131 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1137368.500000 Penalty: 2956.180176
	Iteration 13Q: 3 clusters Score -1137368 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1137543.000000 Penalty: 2956.180176
	Iteration 14Q: 3 clusters Score -1137543 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1137663.750000 Penalty: 2956.180176
	Iteration 15Q: 3 clusters Score -1137664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1137728.375000 Penalty: 2956.180176
	Iteration 16Q: 3 clusters Score -1137728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1137776.125000 Penalty: 2956.180176
	Iteration 17Q: 3 clusters Score -1137776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1137832.125000 Penalty: 2956.180176
	Iteration 18Q: 3 clusters Score -1137832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1137867.875000 Penalty: 2956.180176
	Iteration 19Q: 3 clusters Score -1137868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1137888.875000 Penalty: 2956.180176
	Iteration 20F: 3 clusters Score -1137889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1137900.875000 Penalty: 2956.180176
	Iteration 21Q: 3 clusters Score -1137901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1137910.500000 Penalty: 2956.180176
	Iteration 22Q: 3 clusters Score -1137910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1137913.250000 Penalty: 2956.180176
	Iteration 23Q: 3 clusters Score -1137913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1137918.750000 Penalty: 2956.180176
	Iteration 24Q: 3 clusters Score -1137919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1137929.750000 Penalty: 2956.180176
	Iteration 25Q: 3 clusters Score -1137930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1137935.000000 Penalty: 2956.180176
	Iteration 26Q: 3 clusters Score -1137935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1137939.875000 Penalty: 2956.180176
	Iteration 27Q: 3 clusters Score -1137940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1137942.875000 Penalty: 2956.180176
	Iteration 28Q: 3 clusters Score -1137943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1137945.625000 Penalty: 2956.180176
	Iteration 29Q: 3 clusters Score -1137946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1137945.875000 Penalty: 2956.180176
	Iteration 30Q: 3 clusters Score -1137946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1137945.875000 Penalty: 2956.180176
	Iteration 31F: 3 clusters Score -1137946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -247591.765625 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -247591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -245488.531250 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -245488.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -245916.562500 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -245916.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -246011.343750 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -246011.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -246069.140625 Penalty: 2463.395752
	Iteration 3Q: 3 clusters Score -246069.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -246103.078125 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -246103.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -246131.125000 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -246131.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -246149.718750 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -246149.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -246160.187500 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -246160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -246168.531250 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -246168.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -246173.390625 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -246173.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -246176.750000 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -246176.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -246179.703125 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -246179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -246180.718750 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -246180.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -246182.453125 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -246182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -246182.453125 Penalty: 2463.395752
	Iteration 14F: 3 clusters Score -246182.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -49857.082031 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -49857.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48829.257812 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -48829.26 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48959.640625 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -48959.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48993.687500 Penalty: 1981.874146
	Iteration 2Q: 3 clusters Score -48993.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49025.113281 Penalty: 1981.874146
	Iteration 3Q: 3 clusters Score -49025.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49053.335938 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -49053.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49076.683594 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -49076.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49099.281250 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -49099.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49109.312500 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -49109.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49118.453125 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -49118.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49120.746094 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -49120.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49125.433594 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -49125.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49130.003906 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -49130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49131.292969 Penalty: 1981.874146
	Iteration 12Q: 3 clusters Score -49131.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49131.292969 Penalty: 1981.874146
	Iteration 13F: 3 clusters Score -49131.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -639155.562500 Penalty: 1393.297852
	Iteration 0F: 2 clusters Score -639155.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -634965.000000 Penalty: 2786.595703
	Iteration 0F: 3 clusters Score -634965 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -636151.500000 Penalty: 2786.595703
	Iteration 1F: 3 clusters Score -636151.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -636386.375000 Penalty: 2786.595703
	Iteration 2F: 3 clusters Score -636386.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -636605.250000 Penalty: 2786.595703
	Iteration 3F: 3 clusters Score -636605.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -636847.875000 Penalty: 2786.595703
	Iteration 4F: 3 clusters Score -636847.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -637150.062500 Penalty: 2786.595703
	Iteration 5F: 3 clusters Score -637150.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -637459.125000 Penalty: 2786.595703
	Iteration 6F: 3 clusters Score -637459.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -637753.375000 Penalty: 2786.595703
	Iteration 7F: 3 clusters Score -637753.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -637994.312500 Penalty: 2786.595703
	Iteration 8F: 3 clusters Score -637994.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -638131.937500 Penalty: 2786.595703
	Iteration 9Q: 3 clusters Score -638131.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -638208.875000 Penalty: 2786.595703
	Iteration 10Q: 3 clusters Score -638208.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -638249.687500 Penalty: 2786.595703
	Iteration 11Q: 3 clusters Score -638249.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -638274.062500 Penalty: 2786.595703
	Iteration 12Q: 3 clusters Score -638274.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -638296.750000 Penalty: 2786.595703
	Iteration 13Q: 3 clusters Score -638296.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -638309.437500 Penalty: 2786.595703
	Iteration 14Q: 3 clusters Score -638309.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -638316.562500 Penalty: 2786.595703
	Iteration 15Q: 3 clusters Score -638316.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -638320.687500 Penalty: 2786.595703
	Iteration 16Q: 3 clusters Score -638320.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -638323.625000 Penalty: 2786.595703
	Iteration 17Q: 3 clusters Score -638323.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -638325.750000 Penalty: 2786.595703
	Iteration 18Q: 3 clusters Score -638325.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -638328.437500 Penalty: 2786.595703
	Iteration 19Q: 3 clusters Score -638328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -638328.187500 Penalty: 2786.595703
	Iteration 20F: 3 clusters Score -638328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -638328.000000 Penalty: 2786.595703
	Iteration 21Q: 3 clusters Score -638328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -638330.125000 Penalty: 2786.595703
	Iteration 22Q: 3 clusters Score -638330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -638331.625000 Penalty: 2786.595703
	Iteration 23Q: 3 clusters Score -638331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -638331.625000 Penalty: 2786.595703
	Iteration 24F: 3 clusters Score -638331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 29901 members 
Mstep: Class 3 contains 91672 members 
Mstep: Class 4 contains 60296 members 
Mstep: Class 5 contains 46359 members 
Mstep: Class 6 contains 53023 members 
Mstep: Class 7 contains 55944 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 10 contains 2976 members 
Mstep: Class 11 contains 75817 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 10116 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8919 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65774360.000000 Penalty: 40671.453125
Iteration 159Q: 20 clusters Score -6.577436e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 29897 members 
Mstep: Class 3 contains 91501 members 
Mstep: Class 4 contains 60708 members 
Mstep: Class 5 contains 46344 members 
Mstep: Class 6 contains 52747 members 
Mstep: Class 7 contains 55929 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 1818 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 75816 members 
Mstep: Class 12 contains 11529 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65774800.000000 Penalty: 40671.453125
Iteration 160F: 20 clusters Score -6.57748e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 29836 members 
Mstep: Class 3 contains 91374 members 
Mstep: Class 4 contains 61094 members 
Mstep: Class 5 contains 46335 members 
Mstep: Class 6 contains 52455 members 
Mstep: Class 7 contains 55916 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 75714 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 10306 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8901 members 
Mstep: Class 17 contains 1953 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775036.000000 Penalty: 40671.453125
Iteration 161Q: 20 clusters Score -6.577504e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 29783 members 
Mstep: Class 3 contains 91311 members 
Mstep: Class 4 contains 61456 members 
Mstep: Class 5 contains 46311 members 
Mstep: Class 6 contains 52216 members 
Mstep: Class 7 contains 55884 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 75621 members 
Mstep: Class 12 contains 11501 members 
Mstep: Class 13 contains 10410 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8878 members 
Mstep: Class 17 contains 1948 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775136.000000 Penalty: 40671.453125
Iteration 162Q: 20 clusters Score -6.577514e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 29738 members 
Mstep: Class 3 contains 91261 members 
Mstep: Class 4 contains 61806 members 
Mstep: Class 5 contains 46305 members 
Mstep: Class 6 contains 51999 members 
Mstep: Class 7 contains 55853 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2170 members 
Mstep: Class 10 contains 2956 members 
Mstep: Class 11 contains 75516 members 
Mstep: Class 12 contains 11492 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8857 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775392.000000 Penalty: 40671.453125
Iteration 163Q: 20 clusters Score -6.577539e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 29709 members 
Mstep: Class 3 contains 91213 members 
Mstep: Class 4 contains 62118 members 
Mstep: Class 5 contains 46306 members 
Mstep: Class 6 contains 51793 members 
Mstep: Class 7 contains 55807 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 75419 members 
Mstep: Class 12 contains 11478 members 
Mstep: Class 13 contains 10582 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 1940 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775636.000000 Penalty: 40671.453125
Iteration 164Q: 20 clusters Score -6.577564e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 29672 members 
Mstep: Class 3 contains 91170 members 
Mstep: Class 4 contains 62402 members 
Mstep: Class 5 contains 46295 members 
Mstep: Class 6 contains 51611 members 
Mstep: Class 7 contains 55766 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 2952 members 
Mstep: Class 11 contains 75316 members 
Mstep: Class 12 contains 11472 members 
Mstep: Class 13 contains 10663 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8836 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775904.000000 Penalty: 40671.453125
Iteration 165Q: 20 clusters Score -6.57759e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 29633 members 
Mstep: Class 3 contains 91115 members 
Mstep: Class 4 contains 62655 members 
Mstep: Class 5 contains 46292 members 
Mstep: Class 6 contains 51487 members 
Mstep: Class 7 contains 55727 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 2946 members 
Mstep: Class 11 contains 75202 members 
Mstep: Class 12 contains 11465 members 
Mstep: Class 13 contains 10761 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8831 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 20 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65776156.000000 Penalty: 40671.453125
Iteration 166Q: 20 clusters Score -6.577616e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 29582 members 
Mstep: Class 3 contains 91078 members 
Mstep: Class 4 contains 62871 members 
Mstep: Class 5 contains 46276 members 
Mstep: Class 6 contains 51394 members 
Mstep: Class 7 contains 55689 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 75100 members 
Mstep: Class 12 contains 11456 members 
Mstep: Class 13 contains 10856 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65776200.000000 Penalty: 40671.453125
Iteration 167Q: 20 clusters Score -6.57762e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 29528 members 
Mstep: Class 3 contains 91033 members 
Mstep: Class 4 contains 63092 members 
Mstep: Class 5 contains 46246 members 
Mstep: Class 6 contains 51280 members 
Mstep: Class 7 contains 55661 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 75051 members 
Mstep: Class 12 contains 11447 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 1895 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5259 members 
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Iteration 168Q: 20 clusters Score -6.577633e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 29481 members 
Mstep: Class 3 contains 90996 members 
Mstep: Class 4 contains 63267 members 
Mstep: Class 5 contains 46249 members 
Mstep: Class 6 contains 51186 members 
Mstep: Class 7 contains 55649 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 74979 members 
Mstep: Class 12 contains 11434 members 
Mstep: Class 13 contains 11010 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8812 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5253 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -6.577652e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 29430 members 
Mstep: Class 3 contains 90959 members 
Mstep: Class 4 contains 63418 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 51102 members 
Mstep: Class 7 contains 55625 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 2911 members 
Mstep: Class 11 contains 74922 members 
Mstep: Class 12 contains 11429 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5253 members 
Entering Unmasked Estep 
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Iteration 170Q: 20 clusters Score -6.577653e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 29385 members 
Mstep: Class 3 contains 90912 members 
Mstep: Class 4 contains 63546 members 
Mstep: Class 5 contains 46253 members 
Mstep: Class 6 contains 51044 members 
Mstep: Class 7 contains 55599 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 74866 members 
Mstep: Class 12 contains 11422 members 
Mstep: Class 13 contains 11210 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5251 members 
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Iteration 171Q: 20 clusters Score -6.577661e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 29348 members 
Mstep: Class 3 contains 90855 members 
Mstep: Class 4 contains 63665 members 
Mstep: Class 5 contains 46253 members 
Mstep: Class 6 contains 50994 members 
Mstep: Class 7 contains 55573 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 2894 members 
Mstep: Class 11 contains 74820 members 
Mstep: Class 12 contains 11417 members 
Mstep: Class 13 contains 11308 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 1860 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5251 members 
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Iteration 172Q: 20 clusters Score -6.577662e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 29322 members 
Mstep: Class 3 contains 90771 members 
Mstep: Class 4 contains 63763 members 
Mstep: Class 5 contains 46251 members 
Mstep: Class 6 contains 50972 members 
Mstep: Class 7 contains 55549 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 74778 members 
Mstep: Class 12 contains 11414 members 
Mstep: Class 13 contains 11405 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8781 members 
Mstep: Class 17 contains 1853 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5248 members 
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Iteration 173Q: 20 clusters Score -6.577674e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 29288 members 
Mstep: Class 3 contains 90679 members 
Mstep: Class 4 contains 63834 members 
Mstep: Class 5 contains 46261 members 
Mstep: Class 6 contains 50974 members 
Mstep: Class 7 contains 55537 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 2880 members 
Mstep: Class 11 contains 74752 members 
Mstep: Class 12 contains 11408 members 
Mstep: Class 13 contains 11484 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8776 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5246 members 
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Iteration 174Q: 20 clusters Score -6.577678e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 29253 members 
Mstep: Class 3 contains 90616 members 
Mstep: Class 4 contains 63912 members 
Mstep: Class 5 contains 46255 members 
Mstep: Class 6 contains 50962 members 
Mstep: Class 7 contains 55522 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 74742 members 
Mstep: Class 12 contains 11402 members 
Mstep: Class 13 contains 11549 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8767 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5246 members 
Entering Unmasked Estep 
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Iteration 175Q: 20 clusters Score -6.57768e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 29215 members 
Mstep: Class 3 contains 90568 members 
Mstep: Class 4 contains 63992 members 
Mstep: Class 5 contains 46256 members 
Mstep: Class 6 contains 50947 members 
Mstep: Class 7 contains 55511 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 2866 members 
Mstep: Class 11 contains 74732 members 
Mstep: Class 12 contains 11396 members 
Mstep: Class 13 contains 11595 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8761 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5247 members 
Entering Unmasked Estep 
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Iteration 176Q: 20 clusters Score -6.577694e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 29187 members 
Mstep: Class 3 contains 90534 members 
Mstep: Class 4 contains 64068 members 
Mstep: Class 5 contains 46261 members 
Mstep: Class 6 contains 50922 members 
Mstep: Class 7 contains 55495 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2751 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 74707 members 
Mstep: Class 12 contains 11395 members 
Mstep: Class 13 contains 11643 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5245 members 
Entering Unmasked Estep 
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Iteration 177Q: 20 clusters Score -6.577706e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 90497 members 
Mstep: Class 4 contains 64139 members 
Mstep: Class 5 contains 46262 members 
Mstep: Class 6 contains 50903 members 
Mstep: Class 7 contains 55486 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 2850 members 
Mstep: Class 11 contains 74679 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 11692 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 20 contains 5244 members 
Entering Unmasked Estep 
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Iteration 178Q: 20 clusters Score -6.57771e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 29139 members 
Mstep: Class 3 contains 90450 members 
Mstep: Class 4 contains 64202 members 
Mstep: Class 5 contains 46270 members 
Mstep: Class 6 contains 50882 members 
Mstep: Class 7 contains 55476 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 10 contains 2839 members 
Mstep: Class 11 contains 74653 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5242 members 
Entering Unmasked Estep 
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Iteration 179Q: 20 clusters Score -6.577709e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 29128 members 
Mstep: Class 3 contains 90402 members 
Mstep: Class 4 contains 64258 members 
Mstep: Class 5 contains 46278 members 
Mstep: Class 6 contains 50863 members 
Mstep: Class 7 contains 55468 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 74653 members 
Mstep: Class 12 contains 11391 members 
Mstep: Class 13 contains 11764 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8726 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5239 members 
Entering Unmasked Estep 
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Iteration 180F: 20 clusters Score -6.577706e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 29110 members 
Mstep: Class 3 contains 90351 members 
Mstep: Class 4 contains 64315 members 
Mstep: Class 5 contains 46283 members 
Mstep: Class 6 contains 50852 members 
Mstep: Class 7 contains 55467 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 74640 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5238 members 
Entering Unmasked Estep 
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Iteration 181Q: 20 clusters Score -6.57771e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 29103 members 
Mstep: Class 3 contains 90319 members 
Mstep: Class 4 contains 64381 members 
Mstep: Class 5 contains 46302 members 
Mstep: Class 6 contains 50829 members 
Mstep: Class 7 contains 55458 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 74632 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 11801 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8703 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5237 members 
Entering Unmasked Estep 
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Iteration 182Q: 20 clusters Score -6.577713e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 29098 members 
Mstep: Class 3 contains 90272 members 
Mstep: Class 4 contains 64435 members 
Mstep: Class 5 contains 46309 members 
Mstep: Class 6 contains 50814 members 
Mstep: Class 7 contains 55461 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 74621 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 11821 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5234 members 
Entering Unmasked Estep 
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Iteration 183Q: 20 clusters Score -6.577706e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 29088 members 
Mstep: Class 3 contains 90225 members 
Mstep: Class 4 contains 64483 members 
Mstep: Class 5 contains 46318 members 
Mstep: Class 6 contains 50801 members 
Mstep: Class 7 contains 55472 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2926 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 74604 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 11842 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5229 members 
Entering Unmasked Estep 
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Iteration 184Q: 20 clusters Score -6.577704e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 29081 members 
Mstep: Class 3 contains 90192 members 
Mstep: Class 4 contains 64529 members 
Mstep: Class 5 contains 46315 members 
Mstep: Class 6 contains 50782 members 
Mstep: Class 7 contains 55477 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2942 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 74584 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 11863 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5226 members 
Entering Unmasked Estep 
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Iteration 185Q: 20 clusters Score -6.577694e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 29081 members 
Mstep: Class 3 contains 90162 members 
Mstep: Class 4 contains 64566 members 
Mstep: Class 5 contains 46311 members 
Mstep: Class 6 contains 50781 members 
Mstep: Class 7 contains 55489 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 74547 members 
Mstep: Class 12 contains 11382 members 
Mstep: Class 13 contains 11883 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5221 members 
Entering Unmasked Estep 
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Iteration 186Q: 20 clusters Score -6.577711e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 29075 members 
Mstep: Class 3 contains 90150 members 
Mstep: Class 4 contains 64597 members 
Mstep: Class 5 contains 46306 members 
Mstep: Class 6 contains 50778 members 
Mstep: Class 7 contains 55494 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 74523 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 11900 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5218 members 
Entering Unmasked Estep 
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Iteration 187Q: 20 clusters Score -6.577711e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 29066 members 
Mstep: Class 3 contains 90147 members 
Mstep: Class 4 contains 64625 members 
Mstep: Class 5 contains 46293 members 
Mstep: Class 6 contains 50779 members 
Mstep: Class 7 contains 55518 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 74492 members 
Mstep: Class 12 contains 11390 members 
Mstep: Class 13 contains 11917 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5211 members 
Entering Unmasked Estep 
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Iteration 188Q: 20 clusters Score -6.577715e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 29048 members 
Mstep: Class 3 contains 90147 members 
Mstep: Class 4 contains 64655 members 
Mstep: Class 5 contains 46278 members 
Mstep: Class 6 contains 50780 members 
Mstep: Class 7 contains 55531 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 3016 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 74465 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 11944 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5207 members 
Entering Unmasked Estep 
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Iteration 189Q: 20 clusters Score -6.577718e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 29034 members 
Mstep: Class 3 contains 90129 members 
Mstep: Class 4 contains 64680 members 
Mstep: Class 5 contains 46255 members 
Mstep: Class 6 contains 50792 members 
Mstep: Class 7 contains 55546 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 74450 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 13 contains 11963 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 1760 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5201 members 
Entering Unmasked Estep 
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Iteration 190Q: 20 clusters Score -6.577724e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 29018 members 
Mstep: Class 3 contains 90113 members 
Mstep: Class 4 contains 64697 members 
Mstep: Class 5 contains 46244 members 
Mstep: Class 6 contains 50799 members 
Mstep: Class 7 contains 55557 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 74455 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 11980 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5199 members 
Entering Unmasked Estep 
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Iteration 191Q: 20 clusters Score -6.577736e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 29006 members 
Mstep: Class 3 contains 90092 members 
Mstep: Class 4 contains 64709 members 
Mstep: Class 5 contains 46238 members 
Mstep: Class 6 contains 50809 members 
Mstep: Class 7 contains 55556 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 74458 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 11995 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5196 members 
Entering Unmasked Estep 
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Iteration 192Q: 20 clusters Score -6.577745e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 28986 members 
Mstep: Class 3 contains 90095 members 
Mstep: Class 4 contains 64722 members 
Mstep: Class 5 contains 46234 members 
Mstep: Class 6 contains 50817 members 
Mstep: Class 7 contains 55571 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 74459 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 12010 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8588 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5192 members 
Entering Unmasked Estep 
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Iteration 193Q: 20 clusters Score -6.577741e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 90090 members 
Mstep: Class 4 contains 64724 members 
Mstep: Class 5 contains 46227 members 
Mstep: Class 6 contains 50824 members 
Mstep: Class 7 contains 55581 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 3135 members 
Mstep: Class 10 contains 2714 members 
Mstep: Class 11 contains 74468 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 12025 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5190 members 
Entering Unmasked Estep 
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Iteration 194Q: 20 clusters Score -6.577747e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 28953 members 
Mstep: Class 3 contains 90089 members 
Mstep: Class 4 contains 64730 members 
Mstep: Class 5 contains 46218 members 
Mstep: Class 6 contains 50831 members 
Mstep: Class 7 contains 55593 members 
Mstep: Class 8 contains 539 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 74474 members 
Mstep: Class 12 contains 11374 members 
Mstep: Class 13 contains 12034 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5190 members 
Entering Unmasked Estep 
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Iteration 195Q: 20 clusters Score -6.577753e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 28935 members 
Mstep: Class 3 contains 90083 members 
Mstep: Class 4 contains 64740 members 
Mstep: Class 5 contains 46211 members 
Mstep: Class 6 contains 50843 members 
Mstep: Class 7 contains 55593 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 74466 members 
Mstep: Class 12 contains 11365 members 
Mstep: Class 13 contains 12046 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5190 members 
Entering Unmasked Estep 
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Iteration 196Q: 20 clusters Score -6.577759e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 28912 members 
Mstep: Class 3 contains 90081 members 
Mstep: Class 4 contains 64751 members 
Mstep: Class 5 contains 46202 members 
Mstep: Class 6 contains 50849 members 
Mstep: Class 7 contains 55609 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 3205 members 
Mstep: Class 10 contains 2699 members 
Mstep: Class 11 contains 74453 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 12058 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8547 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777580.000000 Penalty: 40671.453125
Iteration 197Q: 20 clusters Score -6.577758e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 28897 members 
Mstep: Class 3 contains 90082 members 
Mstep: Class 4 contains 64754 members 
Mstep: Class 5 contains 46190 members 
Mstep: Class 6 contains 50850 members 
Mstep: Class 7 contains 55603 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 2698 members 
Mstep: Class 11 contains 74453 members 
Mstep: Class 12 contains 11368 members 
Mstep: Class 13 contains 12065 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777488.000000 Penalty: 40671.453125
Iteration 198Q: 20 clusters Score -6.577749e+07 nChanged 134
Entering ConstructFrom: 
Score: -65777488.000000 Penalty: 40671.453125
Entering ConstructFrom: 
Trying to split cluster 1 (69099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Entering Unmasked Estep 
Score: -8853783.000000 Penalty: 1810.785522
	Iteration 0F: 2 clusters Score -8853783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -8811190.000000 Penalty: 3621.571045
	Iteration 0F: 3 clusters Score -8811190 nChanged 32571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -8830204.000000 Penalty: 3621.571045
	Iteration 1F: 3 clusters Score -8830204 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -8831501.000000 Penalty: 3621.571045
	Iteration 2Q: 3 clusters Score -8831501 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -8833300.000000 Penalty: 3621.571045
	Iteration 3Q: 3 clusters Score -8833300 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -8835626.000000 Penalty: 3621.571045
	Iteration 4F: 3 clusters Score -8835626 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -8838477.000000 Penalty: 3621.571045
	Iteration 5F: 3 clusters Score -8838477 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -8841394.000000 Penalty: 3621.571045
	Iteration 6F: 3 clusters Score -8841394 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -8843903.000000 Penalty: 3621.571045
	Iteration 7F: 3 clusters Score -8843903 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -8845969.000000 Penalty: 3621.571045
	Iteration 8F: 3 clusters Score -8845969 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -8847365.000000 Penalty: 3621.571045
	Iteration 9Q: 3 clusters Score -8847365 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -8848105.000000 Penalty: 3621.571045
	Iteration 10Q: 3 clusters Score -8848105 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -8848446.000000 Penalty: 3621.571045
	Iteration 11Q: 3 clusters Score -8848446 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -8848599.000000 Penalty: 3621.571045
	Iteration 12Q: 3 clusters Score -8848599 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -8848782.000000 Penalty: 3621.571045
	Iteration 13Q: 3 clusters Score -8848782 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -8848910.000000 Penalty: 3621.571045
	Iteration 14Q: 3 clusters Score -8848910 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -8849084.000000 Penalty: 3621.571045
	Iteration 15Q: 3 clusters Score -8849084 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -8849220.000000 Penalty: 3621.571045
	Iteration 16Q: 3 clusters Score -8849220 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -8849295.000000 Penalty: 3621.571045
	Iteration 17Q: 3 clusters Score -8849295 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -8849408.000000 Penalty: 3621.571045
	Iteration 18Q: 3 clusters Score -8849408 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -8849494.000000 Penalty: 3621.571045
	Iteration 19Q: 3 clusters Score -8849494 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -8849573.000000 Penalty: 3621.571045
	Iteration 20F: 3 clusters Score -8849573 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -8849642.000000 Penalty: 3621.571045
	Iteration 21Q: 3 clusters Score -8849642 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -8849702.000000 Penalty: 3621.571045
	Iteration 22Q: 3 clusters Score -8849702 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -8849749.000000 Penalty: 3621.571045
	Iteration 23Q: 3 clusters Score -8849749 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -8849807.000000 Penalty: 3621.571045
	Iteration 24Q: 3 clusters Score -8849807 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -8849881.000000 Penalty: 3621.571045
	Iteration 25Q: 3 clusters Score -8849881 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -8849919.000000 Penalty: 3621.571045
	Iteration 26Q: 3 clusters Score -8849919 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -8849921.000000 Penalty: 3621.571045
	Iteration 27Q: 3 clusters Score -8849921 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -8849939.000000 Penalty: 3621.571045
	Iteration 28Q: 3 clusters Score -8849939 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -8849966.000000 Penalty: 3621.571045
	Iteration 29Q: 3 clusters Score -8849966 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -8849969.000000 Penalty: 3621.571045
	Iteration 30Q: 3 clusters Score -8849969 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -8849979.000000 Penalty: 3621.571045
	Iteration 31Q: 3 clusters Score -8849979 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -8850014.000000 Penalty: 3621.571045
	Iteration 32Q: 3 clusters Score -8850014 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -8850054.000000 Penalty: 3621.571045
	Iteration 33Q: 3 clusters Score -8850054 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -8850115.000000 Penalty: 3621.571045
	Iteration 34Q: 3 clusters Score -8850115 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -8850143.000000 Penalty: 3621.571045
	Iteration 35Q: 3 clusters Score -8850143 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -8850162.000000 Penalty: 3621.571045
	Iteration 36Q: 3 clusters Score -8850162 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -8850225.000000 Penalty: 3621.571045
	Iteration 37Q: 3 clusters Score -8850225 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -8850322.000000 Penalty: 3621.571045
	Iteration 38Q: 3 clusters Score -8850322 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -8850424.000000 Penalty: 3621.571045
	Iteration 39Q: 3 clusters Score -8850424 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -8850506.000000 Penalty: 3621.571045
	Iteration 40F: 3 clusters Score -8850506 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -8850568.000000 Penalty: 3621.571045
	Iteration 41Q: 3 clusters Score -8850568 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -8850648.000000 Penalty: 3621.571045
	Iteration 42Q: 3 clusters Score -8850648 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -8850686.000000 Penalty: 3621.571045
	Iteration 43Q: 3 clusters Score -8850686 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -8850735.000000 Penalty: 3621.571045
	Iteration 44Q: 3 clusters Score -8850735 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -8850782.000000 Penalty: 3621.571045
	Iteration 45Q: 3 clusters Score -8850782 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -8850820.000000 Penalty: 3621.571045
	Iteration 46Q: 3 clusters Score -8850820 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -8850841.000000 Penalty: 3621.571045
	Iteration 47Q: 3 clusters Score -8850841 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -8850861.000000 Penalty: 3621.571045
	Iteration 48Q: 3 clusters Score -8850861 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -8850920.000000 Penalty: 3621.571045
	Iteration 49Q: 3 clusters Score -8850920 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -8850922.000000 Penalty: 3621.571045
	Iteration 50Q: 3 clusters Score -8850922 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -8850928.000000 Penalty: 3621.571045
	Iteration 51Q: 3 clusters Score -8850928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -8850926.000000 Penalty: 3621.571045
	Iteration 52Q: 3 clusters Score -8850926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -8850942.000000 Penalty: 3621.571045
	Iteration 53Q: 3 clusters Score -8850942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -8850948.000000 Penalty: 3621.571045
	Iteration 54Q: 3 clusters Score -8850948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -8850957.000000 Penalty: 3621.571045
	Iteration 55Q: 3 clusters Score -8850957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -8850966.000000 Penalty: 3621.571045
	Iteration 56Q: 3 clusters Score -8850966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -8850976.000000 Penalty: 3621.571045
	Iteration 57Q: 3 clusters Score -8850976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -8850993.000000 Penalty: 3621.571045
	Iteration 58Q: 3 clusters Score -8850993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -8850985.000000 Penalty: 3621.571045
	Iteration 59Q: 3 clusters Score -8850985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -8851000.000000 Penalty: 3621.571045
	Iteration 60F: 3 clusters Score -8851000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -8850999.000000 Penalty: 3621.571045
	Iteration 61Q: 3 clusters Score -8850999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -8850990.000000 Penalty: 3621.571045
	Iteration 62Q: 3 clusters Score -8850990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -8850990.000000 Penalty: 3621.571045
	Iteration 63Q: 3 clusters Score -8850990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -8850998.000000 Penalty: 3621.571045
	Iteration 64Q: 3 clusters Score -8850998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -8850985.000000 Penalty: 3621.571045
	Iteration 65Q: 3 clusters Score -8850985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -8850973.000000 Penalty: 3621.571045
	Iteration 66Q: 3 clusters Score -8850973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -8850979.000000 Penalty: 3621.571045
	Iteration 67Q: 3 clusters Score -8850979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -8850976.000000 Penalty: 3621.571045
	Iteration 68Q: 3 clusters Score -8850976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -8850971.000000 Penalty: 3621.571045
	Iteration 69Q: 3 clusters Score -8850971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -8850984.000000 Penalty: 3621.571045
	Iteration 70Q: 3 clusters Score -8850984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -8850982.000000 Penalty: 3621.571045
	Iteration 71Q: 3 clusters Score -8850982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -8850978.000000 Penalty: 3621.571045
	Iteration 72Q: 3 clusters Score -8850978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -8850975.000000 Penalty: 3621.571045
	Iteration 73Q: 3 clusters Score -8850975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -8850975.000000 Penalty: 3621.571045
	Iteration 74F: 3 clusters Score -8850975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Entering Unmasked Estep 
Score: -3575885.750000 Penalty: 1669.044434
	Iteration 0F: 2 clusters Score -3575886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3556383.000000 Penalty: 3338.088867
	Iteration 0F: 3 clusters Score -3556383 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3563659.750000 Penalty: 3338.088867
	Iteration 1F: 3 clusters Score -3563660 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3564066.500000 Penalty: 3338.088867
	Iteration 2Q: 3 clusters Score -3564066 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3564532.000000 Penalty: 3338.088867
	Iteration 3Q: 3 clusters Score -3564532 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3565167.250000 Penalty: 3338.088867
	Iteration 4Q: 3 clusters Score -3565167 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3566156.750000 Penalty: 3338.088867
	Iteration 5F: 3 clusters Score -3566157 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3567538.000000 Penalty: 3338.088867
	Iteration 6F: 3 clusters Score -3567538 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3569305.500000 Penalty: 3338.088867
	Iteration 7F: 3 clusters Score -3569306 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3571051.750000 Penalty: 3338.088867
	Iteration 8F: 3 clusters Score -3571052 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3572338.250000 Penalty: 3338.088867
	Iteration 9Q: 3 clusters Score -3572338 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3573218.250000 Penalty: 3338.088867
	Iteration 10Q: 3 clusters Score -3573218 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3573754.000000 Penalty: 3338.088867
	Iteration 11Q: 3 clusters Score -3573754 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3574077.000000 Penalty: 3338.088867
	Iteration 12Q: 3 clusters Score -3574077 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3574226.250000 Penalty: 3338.088867
	Iteration 13Q: 3 clusters Score -3574226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3574294.250000 Penalty: 3338.088867
	Iteration 14Q: 3 clusters Score -3574294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3574333.250000 Penalty: 3338.088867
	Iteration 15Q: 3 clusters Score -3574333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3574361.500000 Penalty: 3338.088867
	Iteration 16Q: 3 clusters Score -3574362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3574384.750000 Penalty: 3338.088867
	Iteration 17Q: 3 clusters Score -3574385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3574398.750000 Penalty: 3338.088867
	Iteration 18Q: 3 clusters Score -3574399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3574420.750000 Penalty: 3338.088867
	Iteration 19Q: 3 clusters Score -3574421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3574430.500000 Penalty: 3338.088867
	Iteration 20F: 3 clusters Score -3574430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -3574445.250000 Penalty: 3338.088867
	Iteration 21Q: 3 clusters Score -3574445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3574452.250000 Penalty: 3338.088867
	Iteration 22Q: 3 clusters Score -3574452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3574466.750000 Penalty: 3338.088867
	Iteration 23Q: 3 clusters Score -3574467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3574469.750000 Penalty: 3338.088867
	Iteration 24Q: 3 clusters Score -3574470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3574469.500000 Penalty: 3338.088867
	Iteration 25Q: 3 clusters Score -3574470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3574477.000000 Penalty: 3338.088867
	Iteration 26Q: 3 clusters Score -3574477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3574480.750000 Penalty: 3338.088867
	Iteration 27Q: 3 clusters Score -3574481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3574483.750000 Penalty: 3338.088867
	Iteration 28Q: 3 clusters Score -3574484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3574486.250000 Penalty: 3338.088867
	Iteration 29Q: 3 clusters Score -3574486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3574486.250000 Penalty: 3338.088867
	Iteration 30Q: 3 clusters Score -3574486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3574486.250000 Penalty: 3338.088867
	Iteration 31F: 3 clusters Score -3574486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Entering Unmasked Estep 
Score: -11498086.000000 Penalty: 1853.886353
	Iteration 0F: 2 clusters Score -1.149809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -11442045.000000 Penalty: 3707.772705
	Iteration 0F: 3 clusters Score -1.144204e+07 nChanged 43219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -11467117.000000 Penalty: 3707.772705
	Iteration 1F: 3 clusters Score -1.146712e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -11468216.000000 Penalty: 3707.772705
	Iteration 2Q: 3 clusters Score -1.146822e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -11470043.000000 Penalty: 3707.772705
	Iteration 3Q: 3 clusters Score -1.147004e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -11473489.000000 Penalty: 3707.772705
	Iteration 4F: 3 clusters Score -1.147349e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -11479544.000000 Penalty: 3707.772705
	Iteration 5F: 3 clusters Score -1.147954e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -11486886.000000 Penalty: 3707.772705
	Iteration 6F: 3 clusters Score -1.148689e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -11492725.000000 Penalty: 3707.772705
	Iteration 7F: 3 clusters Score -1.149272e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -11495180.000000 Penalty: 3707.772705
	Iteration 8Q: 3 clusters Score -1.149518e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11496068.000000 Penalty: 3707.772705
	Iteration 9Q: 3 clusters Score -1.149607e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11496291.000000 Penalty: 3707.772705
	Iteration 10Q: 3 clusters Score -1.149629e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11496402.000000 Penalty: 3707.772705
	Iteration 11Q: 3 clusters Score -1.14964e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11496448.000000 Penalty: 3707.772705
	Iteration 12Q: 3 clusters Score -1.149645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11496465.000000 Penalty: 3707.772705
	Iteration 13Q: 3 clusters Score -1.149646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11496462.000000 Penalty: 3707.772705
	Iteration 14Q: 3 clusters Score -1.149646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11496476.000000 Penalty: 3707.772705
	Iteration 15Q: 3 clusters Score -1.149648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11496493.000000 Penalty: 3707.772705
	Iteration 16Q: 3 clusters Score -1.149649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11496488.000000 Penalty: 3707.772705
	Iteration 17Q: 3 clusters Score -1.149649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11496491.000000 Penalty: 3707.772705
	Iteration 18Q: 3 clusters Score -1.149649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11496499.000000 Penalty: 3707.772705
	Iteration 19Q: 3 clusters Score -1.14965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11496506.000000 Penalty: 3707.772705
	Iteration 20F: 3 clusters Score -1.149651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11496509.000000 Penalty: 3707.772705
	Iteration 21Q: 3 clusters Score -1.149651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11496509.000000 Penalty: 3707.772705
	Iteration 22F: 3 clusters Score -1.149651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Entering Unmasked Estep 
Score: -8310274.500000 Penalty: 1800.259644
	Iteration 0F: 2 clusters Score -8310274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -8268233.000000 Penalty: 3600.519287
	Iteration 0F: 3 clusters Score -8268233 nChanged 30654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -8285861.000000 Penalty: 3600.519287
	Iteration 1F: 3 clusters Score -8285861 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -8286348.500000 Penalty: 3600.519287
	Iteration 2Q: 3 clusters Score -8286348 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -8286966.500000 Penalty: 3600.519287
	Iteration 3Q: 3 clusters Score -8286966 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -8287793.000000 Penalty: 3600.519287
	Iteration 4Q: 3 clusters Score -8287793 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -8289092.500000 Penalty: 3600.519287
	Iteration 5Q: 3 clusters Score -8289092 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -8291315.000000 Penalty: 3600.519287
	Iteration 6F: 3 clusters Score -8291315 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -8294164.500000 Penalty: 3600.519287
	Iteration 7F: 3 clusters Score -8294164 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -8297256.500000 Penalty: 3600.519287
	Iteration 8F: 3 clusters Score -8297256 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -8300062.000000 Penalty: 3600.519287
	Iteration 9F: 3 clusters Score -8300062 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -8301888.500000 Penalty: 3600.519287
	Iteration 10Q: 3 clusters Score -8301888 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -8303102.500000 Penalty: 3600.519287
	Iteration 11Q: 3 clusters Score -8303102 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -8303815.500000 Penalty: 3600.519287
	Iteration 12Q: 3 clusters Score -8303816 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -8304265.000000 Penalty: 3600.519287
	Iteration 13Q: 3 clusters Score -8304265 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -8304655.500000 Penalty: 3600.519287
	Iteration 14Q: 3 clusters Score -8304656 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -8305001.500000 Penalty: 3600.519287
	Iteration 15Q: 3 clusters Score -8305002 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -8305332.000000 Penalty: 3600.519287
	Iteration 16Q: 3 clusters Score -8305332 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -8305574.000000 Penalty: 3600.519287
	Iteration 17Q: 3 clusters Score -8305574 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -8305797.000000 Penalty: 3600.519287
	Iteration 18Q: 3 clusters Score -8305797 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -8306032.500000 Penalty: 3600.519287
	Iteration 19Q: 3 clusters Score -8306032 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -8306214.500000 Penalty: 3600.519287
	Iteration 20F: 3 clusters Score -8306214 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -8306410.000000 Penalty: 3600.519287
	Iteration 21Q: 3 clusters Score -8306410 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -8306605.500000 Penalty: 3600.519287
	Iteration 22Q: 3 clusters Score -8306606 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -8306781.000000 Penalty: 3600.519287
	Iteration 23Q: 3 clusters Score -8306781 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8306958.000000 Penalty: 3600.519287
	Iteration 24Q: 3 clusters Score -8306958 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8307126.000000 Penalty: 3600.519287
	Iteration 25Q: 3 clusters Score -8307126 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8307257.000000 Penalty: 3600.519287
	Iteration 26Q: 3 clusters Score -8307257 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -8307398.000000 Penalty: 3600.519287
	Iteration 27Q: 3 clusters Score -8307398 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8307514.500000 Penalty: 3600.519287
	Iteration 28Q: 3 clusters Score -8307514 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8307610.500000 Penalty: 3600.519287
	Iteration 29Q: 3 clusters Score -8307610 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8307766.000000 Penalty: 3600.519287
	Iteration 30Q: 3 clusters Score -8307766 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8307852.500000 Penalty: 3600.519287
	Iteration 31Q: 3 clusters Score -8307852 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8307939.500000 Penalty: 3600.519287
	Iteration 32Q: 3 clusters Score -8307940 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8308028.000000 Penalty: 3600.519287
	Iteration 33Q: 3 clusters Score -8308028 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8308073.500000 Penalty: 3600.519287
	Iteration 34Q: 3 clusters Score -8308074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8308113.500000 Penalty: 3600.519287
	Iteration 35Q: 3 clusters Score -8308114 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8308146.500000 Penalty: 3600.519287
	Iteration 36Q: 3 clusters Score -8308146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8308181.000000 Penalty: 3600.519287
	Iteration 37Q: 3 clusters Score -8308181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8308222.500000 Penalty: 3600.519287
	Iteration 38Q: 3 clusters Score -8308222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8308252.000000 Penalty: 3600.519287
	Iteration 39Q: 3 clusters Score -8308252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8308291.000000 Penalty: 3600.519287
	Iteration 40F: 3 clusters Score -8308291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8308336.000000 Penalty: 3600.519287
	Iteration 41Q: 3 clusters Score -8308336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8308368.000000 Penalty: 3600.519287
	Iteration 42Q: 3 clusters Score -8308368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8308393.500000 Penalty: 3600.519287
	Iteration 43Q: 3 clusters Score -8308394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8308415.500000 Penalty: 3600.519287
	Iteration 44Q: 3 clusters Score -8308416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8308428.000000 Penalty: 3600.519287
	Iteration 45Q: 3 clusters Score -8308428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8308441.000000 Penalty: 3600.519287
	Iteration 46Q: 3 clusters Score -8308441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8308460.000000 Penalty: 3600.519287
	Iteration 47Q: 3 clusters Score -8308460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8308460.500000 Penalty: 3600.519287
	Iteration 48Q: 3 clusters Score -8308460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8308486.000000 Penalty: 3600.519287
	Iteration 49Q: 3 clusters Score -8308486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8308497.500000 Penalty: 3600.519287
	Iteration 50Q: 3 clusters Score -8308498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8308508.000000 Penalty: 3600.519287
	Iteration 51Q: 3 clusters Score -8308508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8308521.500000 Penalty: 3600.519287
	Iteration 52Q: 3 clusters Score -8308522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8308533.000000 Penalty: 3600.519287
	Iteration 53Q: 3 clusters Score -8308533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8308538.500000 Penalty: 3600.519287
	Iteration 54Q: 3 clusters Score -8308538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8308538.500000 Penalty: 3600.519287
	Iteration 55Q: 3 clusters Score -8308538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8308543.000000 Penalty: 3600.519287
	Iteration 56Q: 3 clusters Score -8308543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8308535.000000 Penalty: 3600.519287
	Iteration 57Q: 3 clusters Score -8308535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8308563.500000 Penalty: 3600.519287
	Iteration 58Q: 3 clusters Score -8308564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8308569.000000 Penalty: 3600.519287
	Iteration 59Q: 3 clusters Score -8308569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8308582.500000 Penalty: 3600.519287
	Iteration 60F: 3 clusters Score -8308582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8308583.500000 Penalty: 3600.519287
	Iteration 61Q: 3 clusters Score -8308584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8308585.000000 Penalty: 3600.519287
	Iteration 62Q: 3 clusters Score -8308585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8308588.500000 Penalty: 3600.519287
	Iteration 63Q: 3 clusters Score -8308588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8308599.000000 Penalty: 3600.519287
	Iteration 64Q: 3 clusters Score -8308599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8308599.500000 Penalty: 3600.519287
	Iteration 65Q: 3 clusters Score -8308600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8308598.000000 Penalty: 3600.519287
	Iteration 66Q: 3 clusters Score -8308598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8308603.000000 Penalty: 3600.519287
	Iteration 67Q: 3 clusters Score -8308603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8308603.000000 Penalty: 3600.519287
	Iteration 68Q: 3 clusters Score -8308603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8308605.000000 Penalty: 3600.519287
	Iteration 69Q: 3 clusters Score -8308605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8308606.500000 Penalty: 3600.519287
	Iteration 70Q: 3 clusters Score -8308606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8308604.000000 Penalty: 3600.519287
	Iteration 71Q: 3 clusters Score -8308604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8308599.500000 Penalty: 3600.519287
	Iteration 72Q: 3 clusters Score -8308600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8308607.500000 Penalty: 3600.519287
	Iteration 73Q: 3 clusters Score -8308608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8308617.500000 Penalty: 3600.519287
	Iteration 74Q: 3 clusters Score -8308618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8308617.500000 Penalty: 3600.519287
	Iteration 75F: 3 clusters Score -8308618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Entering Unmasked Estep 
Score: -5941497.500000 Penalty: 1745.309570
	Iteration 0F: 2 clusters Score -5941498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -5911674.000000 Penalty: 3490.619141
	Iteration 0F: 3 clusters Score -5911674 nChanged 21548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -5923636.500000 Penalty: 3490.619141
	Iteration 1F: 3 clusters Score -5923636 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -5923982.500000 Penalty: 3490.619141
	Iteration 2Q: 3 clusters Score -5923982 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -5924321.500000 Penalty: 3490.619141
	Iteration 3Q: 3 clusters Score -5924322 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -5924719.000000 Penalty: 3490.619141
	Iteration 4Q: 3 clusters Score -5924719 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -5925263.500000 Penalty: 3490.619141
	Iteration 5Q: 3 clusters Score -5925264 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -5926050.500000 Penalty: 3490.619141
	Iteration 6Q: 3 clusters Score -5926050 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -5927302.000000 Penalty: 3490.619141
	Iteration 7Q: 3 clusters Score -5927302 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -5929322.500000 Penalty: 3490.619141
	Iteration 8F: 3 clusters Score -5929322 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -5932235.000000 Penalty: 3490.619141
	Iteration 9F: 3 clusters Score -5932235 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -5935311.500000 Penalty: 3490.619141
	Iteration 10F: 3 clusters Score -5935312 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -5937657.000000 Penalty: 3490.619141
	Iteration 11F: 3 clusters Score -5937657 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5938918.500000 Penalty: 3490.619141
	Iteration 12Q: 3 clusters Score -5938918 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -5939485.500000 Penalty: 3490.619141
	Iteration 13Q: 3 clusters Score -5939486 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5939714.500000 Penalty: 3490.619141
	Iteration 14Q: 3 clusters Score -5939714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -5939835.500000 Penalty: 3490.619141
	Iteration 15Q: 3 clusters Score -5939836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -5939919.500000 Penalty: 3490.619141
	Iteration 16Q: 3 clusters Score -5939920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -5939953.000000 Penalty: 3490.619141
	Iteration 17Q: 3 clusters Score -5939953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -5939978.000000 Penalty: 3490.619141
	Iteration 18Q: 3 clusters Score -5939978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -5939992.500000 Penalty: 3490.619141
	Iteration 19Q: 3 clusters Score -5939992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5940022.000000 Penalty: 3490.619141
	Iteration 20F: 3 clusters Score -5940022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -5940023.000000 Penalty: 3490.619141
	Iteration 21Q: 3 clusters Score -5940023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -5940021.500000 Penalty: 3490.619141
	Iteration 22Q: 3 clusters Score -5940022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -5940031.000000 Penalty: 3490.619141
	Iteration 23Q: 3 clusters Score -5940031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -5940034.000000 Penalty: 3490.619141
	Iteration 24Q: 3 clusters Score -5940034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -5940031.000000 Penalty: 3490.619141
	Iteration 25Q: 3 clusters Score -5940031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -5940037.000000 Penalty: 3490.619141
	Iteration 26Q: 3 clusters Score -5940037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -5940039.000000 Penalty: 3490.619141
	Iteration 27Q: 3 clusters Score -5940039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -5940039.000000 Penalty: 3490.619141
	Iteration 28Q: 3 clusters Score -5940039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -5940042.000000 Penalty: 3490.619141
	Iteration 29Q: 3 clusters Score -5940042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -5940042.500000 Penalty: 3490.619141
	Iteration 30Q: 3 clusters Score -5940042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -5940045.500000 Penalty: 3490.619141
	Iteration 31Q: 3 clusters Score -5940046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -5940045.500000 Penalty: 3490.619141
	Iteration 32F: 3 clusters Score -5940046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Entering Unmasked Estep 
Score: -6553050.000000 Penalty: 1760.972534
	Iteration 0F: 2 clusters Score -6553050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -6519994.000000 Penalty: 3521.945068
	Iteration 0F: 3 clusters Score -6519994 nChanged 23847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -6533220.500000 Penalty: 3521.945068
	Iteration 1F: 3 clusters Score -6533220 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -6533743.500000 Penalty: 3521.945068
	Iteration 2Q: 3 clusters Score -6533744 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -6534375.000000 Penalty: 3521.945068
	Iteration 3Q: 3 clusters Score -6534375 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -6535449.500000 Penalty: 3521.945068
	Iteration 4Q: 3 clusters Score -6535450 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -6537204.000000 Penalty: 3521.945068
	Iteration 5F: 3 clusters Score -6537204 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -6539672.500000 Penalty: 3521.945068
	Iteration 6F: 3 clusters Score -6539672 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -6542460.000000 Penalty: 3521.945068
	Iteration 7F: 3 clusters Score -6542460 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -6544975.000000 Penalty: 3521.945068
	Iteration 8F: 3 clusters Score -6544975 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -6546611.500000 Penalty: 3521.945068
	Iteration 9F: 3 clusters Score -6546612 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -6547407.500000 Penalty: 3521.945068
	Iteration 10Q: 3 clusters Score -6547408 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -6547810.000000 Penalty: 3521.945068
	Iteration 11Q: 3 clusters Score -6547810 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -6548066.000000 Penalty: 3521.945068
	Iteration 12Q: 3 clusters Score -6548066 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -6548271.000000 Penalty: 3521.945068
	Iteration 13Q: 3 clusters Score -6548271 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -6548395.500000 Penalty: 3521.945068
	Iteration 14Q: 3 clusters Score -6548396 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -6548541.500000 Penalty: 3521.945068
	Iteration 15Q: 3 clusters Score -6548542 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -6548730.000000 Penalty: 3521.945068
	Iteration 16Q: 3 clusters Score -6548730 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6548933.500000 Penalty: 3521.945068
	Iteration 17Q: 3 clusters Score -6548934 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6549136.000000 Penalty: 3521.945068
	Iteration 18Q: 3 clusters Score -6549136 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6549468.500000 Penalty: 3521.945068
	Iteration 19Q: 3 clusters Score -6549468 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6549841.000000 Penalty: 3521.945068
	Iteration 20F: 3 clusters Score -6549841 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6550236.500000 Penalty: 3521.945068
	Iteration 21Q: 3 clusters Score -6550236 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6550574.000000 Penalty: 3521.945068
	Iteration 22Q: 3 clusters Score -6550574 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6550865.000000 Penalty: 3521.945068
	Iteration 23Q: 3 clusters Score -6550865 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6551100.000000 Penalty: 3521.945068
	Iteration 24Q: 3 clusters Score -6551100 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6551279.500000 Penalty: 3521.945068
	Iteration 25Q: 3 clusters Score -6551280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6551377.500000 Penalty: 3521.945068
	Iteration 26Q: 3 clusters Score -6551378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6551422.000000 Penalty: 3521.945068
	Iteration 27Q: 3 clusters Score -6551422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6551452.000000 Penalty: 3521.945068
	Iteration 28Q: 3 clusters Score -6551452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6551471.500000 Penalty: 3521.945068
	Iteration 29Q: 3 clusters Score -6551472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6551488.500000 Penalty: 3521.945068
	Iteration 30Q: 3 clusters Score -6551488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6551495.500000 Penalty: 3521.945068
	Iteration 31Q: 3 clusters Score -6551496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6551499.500000 Penalty: 3521.945068
	Iteration 32Q: 3 clusters Score -6551500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6551499.500000 Penalty: 3521.945068
	Iteration 33Q: 3 clusters Score -6551500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6551505.500000 Penalty: 3521.945068
	Iteration 34Q: 3 clusters Score -6551506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6551508.500000 Penalty: 3521.945068
	Iteration 35Q: 3 clusters Score -6551508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6551509.000000 Penalty: 3521.945068
	Iteration 36Q: 3 clusters Score -6551509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6551512.000000 Penalty: 3521.945068
	Iteration 37Q: 3 clusters Score -6551512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6551517.500000 Penalty: 3521.945068
	Iteration 38Q: 3 clusters Score -6551518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6551522.000000 Penalty: 3521.945068
	Iteration 39Q: 3 clusters Score -6551522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6551534.500000 Penalty: 3521.945068
	Iteration 40F: 3 clusters Score -6551534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6551539.000000 Penalty: 3521.945068
	Iteration 41Q: 3 clusters Score -6551539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6551539.000000 Penalty: 3521.945068
	Iteration 42Q: 3 clusters Score -6551539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6551542.000000 Penalty: 3521.945068
	Iteration 43Q: 3 clusters Score -6551542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6551535.000000 Penalty: 3521.945068
	Iteration 44Q: 3 clusters Score -6551535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6551535.000000 Penalty: 3521.945068
	Iteration 45F: 3 clusters Score -6551535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Entering Unmasked Estep 
Score: -7048644.500000 Penalty: 1775.459106
	Iteration 0F: 2 clusters Score -7048644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -7011686.500000 Penalty: 3550.918213
	Iteration 0F: 3 clusters Score -7011686 nChanged 26217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -7026554.000000 Penalty: 3550.918213
	Iteration 1F: 3 clusters Score -7026554 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -7027078.500000 Penalty: 3550.918213
	Iteration 2Q: 3 clusters Score -7027078 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -7027747.000000 Penalty: 3550.918213
	Iteration 3Q: 3 clusters Score -7027747 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -7028691.500000 Penalty: 3550.918213
	Iteration 4Q: 3 clusters Score -7028692 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -7030241.000000 Penalty: 3550.918213
	Iteration 5F: 3 clusters Score -7030241 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -7032719.000000 Penalty: 3550.918213
	Iteration 6F: 3 clusters Score -7032719 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -7036317.000000 Penalty: 3550.918213
	Iteration 7F: 3 clusters Score -7036317 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -7040263.500000 Penalty: 3550.918213
	Iteration 8F: 3 clusters Score -7040264 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -7043525.500000 Penalty: 3550.918213
	Iteration 9F: 3 clusters Score -7043526 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -7045480.500000 Penalty: 3550.918213
	Iteration 10Q: 3 clusters Score -7045480 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -7046349.000000 Penalty: 3550.918213
	Iteration 11Q: 3 clusters Score -7046349 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -7046732.500000 Penalty: 3550.918213
	Iteration 12Q: 3 clusters Score -7046732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -7046933.000000 Penalty: 3550.918213
	Iteration 13Q: 3 clusters Score -7046933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -7046994.000000 Penalty: 3550.918213
	Iteration 14Q: 3 clusters Score -7046994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -7047028.500000 Penalty: 3550.918213
	Iteration 15Q: 3 clusters Score -7047028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -7047051.500000 Penalty: 3550.918213
	Iteration 16Q: 3 clusters Score -7047052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -7047066.000000 Penalty: 3550.918213
	Iteration 17Q: 3 clusters Score -7047066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -7047066.500000 Penalty: 3550.918213
	Iteration 18Q: 3 clusters Score -7047066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -7047078.000000 Penalty: 3550.918213
	Iteration 19Q: 3 clusters Score -7047078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -7047088.000000 Penalty: 3550.918213
	Iteration 20F: 3 clusters Score -7047088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -7047088.500000 Penalty: 3550.918213
	Iteration 21Q: 3 clusters Score -7047088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -7047088.500000 Penalty: 3550.918213
	Iteration 22Q: 3 clusters Score -7047088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -7047087.500000 Penalty: 3550.918213
	Iteration 23Q: 3 clusters Score -7047088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -7047094.000000 Penalty: 3550.918213
	Iteration 24Q: 3 clusters Score -7047094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -7047096.500000 Penalty: 3550.918213
	Iteration 25Q: 3 clusters Score -7047096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -7047094.000000 Penalty: 3550.918213
	Iteration 26Q: 3 clusters Score -7047094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -7047096.000000 Penalty: 3550.918213
	Iteration 27Q: 3 clusters Score -7047096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -7047091.000000 Penalty: 3550.918213
	Iteration 28Q: 3 clusters Score -7047091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -7047106.500000 Penalty: 3550.918213
	Iteration 29Q: 3 clusters Score -7047106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -7047108.000000 Penalty: 3550.918213
	Iteration 30Q: 3 clusters Score -7047108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -7047110.500000 Penalty: 3550.918213
	Iteration 31Q: 3 clusters Score -7047110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -7047113.000000 Penalty: 3550.918213
	Iteration 32Q: 3 clusters Score -7047113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -7047113.000000 Penalty: 3550.918213
	Iteration 33F: 3 clusters Score -7047113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -63102.433594 Penalty: 1022.380005
	Iteration 0F: 2 clusters Score -63102.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62047.945312 Penalty: 2044.760010
	Iteration 0F: 3 clusters Score -62047.95 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62225.875000 Penalty: 2044.760010
	Iteration 1F: 3 clusters Score -62225.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62287.062500 Penalty: 2044.760010
	Iteration 2F: 3 clusters Score -62287.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62333.812500 Penalty: 2044.760010
	Iteration 3Q: 3 clusters Score -62333.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62348.820312 Penalty: 2044.760010
	Iteration 4Q: 3 clusters Score -62348.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62354.714844 Penalty: 2044.760010
	Iteration 5Q: 3 clusters Score -62354.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62365.039062 Penalty: 2044.760010
	Iteration 6Q: 3 clusters Score -62365.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62374.789062 Penalty: 2044.760010
	Iteration 7Q: 3 clusters Score -62374.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62378.527344 Penalty: 2044.760010
	Iteration 8Q: 3 clusters Score -62378.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62380.867188 Penalty: 2044.760010
	Iteration 9Q: 3 clusters Score -62380.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62381.781250 Penalty: 2044.760010
	Iteration 10Q: 3 clusters Score -62381.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62381.781250 Penalty: 2044.760010
	Iteration 11F: 3 clusters Score -62381.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -413491.937500 Penalty: 1313.691284
	Iteration 0F: 2 clusters Score -413491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -410577.468750 Penalty: 2627.382568
	Iteration 0F: 3 clusters Score -410577.5 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -411265.781250 Penalty: 2627.382568
	Iteration 1F: 3 clusters Score -411265.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -411416.031250 Penalty: 2627.382568
	Iteration 2F: 3 clusters Score -411416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -411513.843750 Penalty: 2627.382568
	Iteration 3F: 3 clusters Score -411513.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -411596.312500 Penalty: 2627.382568
	Iteration 4Q: 3 clusters Score -411596.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -411667.093750 Penalty: 2627.382568
	Iteration 5Q: 3 clusters Score -411667.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -411721.750000 Penalty: 2627.382568
	Iteration 6Q: 3 clusters Score -411721.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411755.937500 Penalty: 2627.382568
	Iteration 7Q: 3 clusters Score -411755.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -411783.718750 Penalty: 2627.382568
	Iteration 8Q: 3 clusters Score -411783.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -411803.718750 Penalty: 2627.382568
	Iteration 9Q: 3 clusters Score -411803.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -411821.187500 Penalty: 2627.382568
	Iteration 10Q: 3 clusters Score -411821.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -411830.656250 Penalty: 2627.382568
	Iteration 11Q: 3 clusters Score -411830.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -411839.281250 Penalty: 2627.382568
	Iteration 12Q: 3 clusters Score -411839.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -411855.125000 Penalty: 2627.382568
	Iteration 13Q: 3 clusters Score -411855.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -411873.062500 Penalty: 2627.382568
	Iteration 14Q: 3 clusters Score -411873.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -411886.218750 Penalty: 2627.382568
	Iteration 15Q: 3 clusters Score -411886.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -411898.312500 Penalty: 2627.382568
	Iteration 16Q: 3 clusters Score -411898.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -411915.375000 Penalty: 2627.382568
	Iteration 17Q: 3 clusters Score -411915.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -411930.968750 Penalty: 2627.382568
	Iteration 18Q: 3 clusters Score -411931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -411951.031250 Penalty: 2627.382568
	Iteration 19Q: 3 clusters Score -411951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -411974.937500 Penalty: 2627.382568
	Iteration 20F: 3 clusters Score -411974.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -412007.781250 Penalty: 2627.382568
	Iteration 21Q: 3 clusters Score -412007.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -412034.468750 Penalty: 2627.382568
	Iteration 22Q: 3 clusters Score -412034.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -412058.468750 Penalty: 2627.382568
	Iteration 23Q: 3 clusters Score -412058.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -412083.875000 Penalty: 2627.382568
	Iteration 24Q: 3 clusters Score -412083.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -412099.468750 Penalty: 2627.382568
	Iteration 25Q: 3 clusters Score -412099.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -412120.031250 Penalty: 2627.382568
	Iteration 26Q: 3 clusters Score -412120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -412139.468750 Penalty: 2627.382568
	Iteration 27Q: 3 clusters Score -412139.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -412162.906250 Penalty: 2627.382568
	Iteration 28Q: 3 clusters Score -412162.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -412189.968750 Penalty: 2627.382568
	Iteration 29Q: 3 clusters Score -412190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -412211.343750 Penalty: 2627.382568
	Iteration 30Q: 3 clusters Score -412211.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -412225.343750 Penalty: 2627.382568
	Iteration 31Q: 3 clusters Score -412225.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -412232.812500 Penalty: 2627.382568
	Iteration 32Q: 3 clusters Score -412232.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -412240.843750 Penalty: 2627.382568
	Iteration 33Q: 3 clusters Score -412240.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -412251.281250 Penalty: 2627.382568
	Iteration 34Q: 3 clusters Score -412251.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -412262.218750 Penalty: 2627.382568
	Iteration 35Q: 3 clusters Score -412262.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -412277.625000 Penalty: 2627.382568
	Iteration 36Q: 3 clusters Score -412277.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -412293.406250 Penalty: 2627.382568
	Iteration 37Q: 3 clusters Score -412293.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -412309.937500 Penalty: 2627.382568
	Iteration 38Q: 3 clusters Score -412309.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -412324.812500 Penalty: 2627.382568
	Iteration 39Q: 3 clusters Score -412324.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -412333.437500 Penalty: 2627.382568
	Iteration 40F: 3 clusters Score -412333.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -412341.843750 Penalty: 2627.382568
	Iteration 41Q: 3 clusters Score -412341.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -412349.968750 Penalty: 2627.382568
	Iteration 42Q: 3 clusters Score -412350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -412355.875000 Penalty: 2627.382568
	Iteration 43Q: 3 clusters Score -412355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -412359.593750 Penalty: 2627.382568
	Iteration 44Q: 3 clusters Score -412359.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -412364.500000 Penalty: 2627.382568
	Iteration 45Q: 3 clusters Score -412364.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -412370.218750 Penalty: 2627.382568
	Iteration 46Q: 3 clusters Score -412370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -412373.312500 Penalty: 2627.382568
	Iteration 47Q: 3 clusters Score -412373.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -412380.656250 Penalty: 2627.382568
	Iteration 48Q: 3 clusters Score -412380.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -412387.187500 Penalty: 2627.382568
	Iteration 49Q: 3 clusters Score -412387.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -412391.593750 Penalty: 2627.382568
	Iteration 50Q: 3 clusters Score -412391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -412394.156250 Penalty: 2627.382568
	Iteration 51Q: 3 clusters Score -412394.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -412397.750000 Penalty: 2627.382568
	Iteration 52Q: 3 clusters Score -412397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -412400.218750 Penalty: 2627.382568
	Iteration 53Q: 3 clusters Score -412400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -412400.437500 Penalty: 2627.382568
	Iteration 54Q: 3 clusters Score -412400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -412401.156250 Penalty: 2627.382568
	Iteration 55Q: 3 clusters Score -412401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -412401.750000 Penalty: 2627.382568
	Iteration 56Q: 3 clusters Score -412401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -412401.562500 Penalty: 2627.382568
	Iteration 57Q: 3 clusters Score -412401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -412402.781250 Penalty: 2627.382568
	Iteration 58Q: 3 clusters Score -412402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -412403.406250 Penalty: 2627.382568
	Iteration 59Q: 3 clusters Score -412403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -412404.250000 Penalty: 2627.382568
	Iteration 60F: 3 clusters Score -412404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -347047.718750 Penalty: 1283.853516
	Iteration 0F: 2 clusters Score -347047.7 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 1365 members 
Entering Unmasked Estep 
Score: -344492.125000 Penalty: 2567.707031
	Iteration 0F: 3 clusters Score -344492.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -345052.875000 Penalty: 2567.707031
	Iteration 1F: 3 clusters Score -345052.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -345175.218750 Penalty: 2567.707031
	Iteration 2F: 3 clusters Score -345175.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -345244.000000 Penalty: 2567.707031
	Iteration 3Q: 3 clusters Score -345244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -345288.281250 Penalty: 2567.707031
	Iteration 4Q: 3 clusters Score -345288.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -345325.406250 Penalty: 2567.707031
	Iteration 5Q: 3 clusters Score -345325.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -345351.125000 Penalty: 2567.707031
	Iteration 6Q: 3 clusters Score -345351.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -345373.250000 Penalty: 2567.707031
	Iteration 7Q: 3 clusters Score -345373.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -345384.687500 Penalty: 2567.707031
	Iteration 8Q: 3 clusters Score -345384.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -345393.187500 Penalty: 2567.707031
	Iteration 9Q: 3 clusters Score -345393.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -345402.562500 Penalty: 2567.707031
	Iteration 10Q: 3 clusters Score -345402.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -345406.375000 Penalty: 2567.707031
	Iteration 11Q: 3 clusters Score -345406.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -345410.000000 Penalty: 2567.707031
	Iteration 12Q: 3 clusters Score -345410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -345414.218750 Penalty: 2567.707031
	Iteration 13Q: 3 clusters Score -345414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -345418.562500 Penalty: 2567.707031
	Iteration 14Q: 3 clusters Score -345418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -345421.156250 Penalty: 2567.707031
	Iteration 15Q: 3 clusters Score -345421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -345423.656250 Penalty: 2567.707031
	Iteration 16Q: 3 clusters Score -345423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -345425.812500 Penalty: 2567.707031
	Iteration 17Q: 3 clusters Score -345425.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -345428.375000 Penalty: 2567.707031
	Iteration 18Q: 3 clusters Score -345428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -345428.812500 Penalty: 2567.707031
	Iteration 19Q: 3 clusters Score -345428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -345430.843750 Penalty: 2567.707031
	Iteration 20F: 3 clusters Score -345430.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Entering Unmasked Estep 
Score: -9395337.000000 Penalty: 1822.892822
	Iteration 0F: 2 clusters Score -9395337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -9345699.000000 Penalty: 3645.785645
	Iteration 0F: 3 clusters Score -9345699 nChanged 35479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -9366436.000000 Penalty: 3645.785645
	Iteration 1F: 3 clusters Score -9366436 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -9367545.000000 Penalty: 3645.785645
	Iteration 2Q: 3 clusters Score -9367545 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -9369284.000000 Penalty: 3645.785645
	Iteration 3F: 3 clusters Score -9369284 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -9372158.000000 Penalty: 3645.785645
	Iteration 4F: 3 clusters Score -9372158 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -9376992.000000 Penalty: 3645.785645
	Iteration 5F: 3 clusters Score -9376992 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -9382964.000000 Penalty: 3645.785645
	Iteration 6F: 3 clusters Score -9382964 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -9388127.000000 Penalty: 3645.785645
	Iteration 7F: 3 clusters Score -9388127 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -9391261.000000 Penalty: 3645.785645
	Iteration 8Q: 3 clusters Score -9391261 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -9392750.000000 Penalty: 3645.785645
	Iteration 9Q: 3 clusters Score -9392750 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -9393386.000000 Penalty: 3645.785645
	Iteration 10Q: 3 clusters Score -9393386 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -9393739.000000 Penalty: 3645.785645
	Iteration 11Q: 3 clusters Score -9393739 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -9393921.000000 Penalty: 3645.785645
	Iteration 12Q: 3 clusters Score -9393921 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -9394019.000000 Penalty: 3645.785645
	Iteration 13Q: 3 clusters Score -9394019 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -9394088.000000 Penalty: 3645.785645
	Iteration 14Q: 3 clusters Score -9394088 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -9394141.000000 Penalty: 3645.785645
	Iteration 15Q: 3 clusters Score -9394141 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -9394172.000000 Penalty: 3645.785645
	Iteration 16Q: 3 clusters Score -9394172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -9394216.000000 Penalty: 3645.785645
	Iteration 17Q: 3 clusters Score -9394216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -9394235.000000 Penalty: 3645.785645
	Iteration 18Q: 3 clusters Score -9394235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -9394244.000000 Penalty: 3645.785645
	Iteration 19Q: 3 clusters Score -9394244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -9394280.000000 Penalty: 3645.785645
	Iteration 20F: 3 clusters Score -9394280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -9394299.000000 Penalty: 3645.785645
	Iteration 21Q: 3 clusters Score -9394299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -9394330.000000 Penalty: 3645.785645
	Iteration 22Q: 3 clusters Score -9394330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -9394335.000000 Penalty: 3645.785645
	Iteration 23Q: 3 clusters Score -9394335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -9394351.000000 Penalty: 3645.785645
	Iteration 24Q: 3 clusters Score -9394351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -9394351.000000 Penalty: 3645.785645
	Iteration 25Q: 3 clusters Score -9394351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -9394371.000000 Penalty: 3645.785645
	Iteration 26Q: 3 clusters Score -9394371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -9394377.000000 Penalty: 3645.785645
	Iteration 27Q: 3 clusters Score -9394377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -9394387.000000 Penalty: 3645.785645
	Iteration 28Q: 3 clusters Score -9394387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -9394386.000000 Penalty: 3645.785645
	Iteration 29Q: 3 clusters Score -9394386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -9394383.000000 Penalty: 3645.785645
	Iteration 30Q: 3 clusters Score -9394383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -9394390.000000 Penalty: 3645.785645
	Iteration 31Q: 3 clusters Score -9394390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -9394383.000000 Penalty: 3645.785645
	Iteration 32Q: 3 clusters Score -9394383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -9394390.000000 Penalty: 3645.785645
	Iteration 33Q: 3 clusters Score -9394390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -9394394.000000 Penalty: 3645.785645
	Iteration 34Q: 3 clusters Score -9394394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -9394398.000000 Penalty: 3645.785645
	Iteration 35Q: 3 clusters Score -9394398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -9394398.000000 Penalty: 3645.785645
	Iteration 36Q: 3 clusters Score -9394398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -9394394.000000 Penalty: 3645.785645
	Iteration 37Q: 3 clusters Score -9394394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9394389.000000 Penalty: 3645.785645
	Iteration 38Q: 3 clusters Score -9394389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9394387.000000 Penalty: 3645.785645
	Iteration 39Q: 3 clusters Score -9394387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -9394391.000000 Penalty: 3645.785645
	Iteration 40F: 3 clusters Score -9394391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -9394398.000000 Penalty: 3645.785645
	Iteration 41Q: 3 clusters Score -9394398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -9394403.000000 Penalty: 3645.785645
	Iteration 42Q: 3 clusters Score -9394403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -9394405.000000 Penalty: 3645.785645
	Iteration 43Q: 3 clusters Score -9394405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -9394398.000000 Penalty: 3645.785645
	Iteration 44Q: 3 clusters Score -9394398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -9394387.000000 Penalty: 3645.785645
	Iteration 45Q: 3 clusters Score -9394387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -9394397.000000 Penalty: 3645.785645
	Iteration 46Q: 3 clusters Score -9394397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -9394399.000000 Penalty: 3645.785645
	Iteration 47Q: 3 clusters Score -9394399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -9394407.000000 Penalty: 3645.785645
	Iteration 48Q: 3 clusters Score -9394407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -9394412.000000 Penalty: 3645.785645
	Iteration 49Q: 3 clusters Score -9394412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9394426.000000 Penalty: 3645.785645
	Iteration 50Q: 3 clusters Score -9394426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -9394425.000000 Penalty: 3645.785645
	Iteration 51Q: 3 clusters Score -9394425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -9394429.000000 Penalty: 3645.785645
	Iteration 52Q: 3 clusters Score -9394429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -9394419.000000 Penalty: 3645.785645
	Iteration 53Q: 3 clusters Score -9394419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -9394424.000000 Penalty: 3645.785645
	Iteration 54Q: 3 clusters Score -9394424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -9394431.000000 Penalty: 3645.785645
	Iteration 55Q: 3 clusters Score -9394431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9394424.000000 Penalty: 3645.785645
	Iteration 56Q: 3 clusters Score -9394424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -9394421.000000 Penalty: 3645.785645
	Iteration 57Q: 3 clusters Score -9394421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -9394426.000000 Penalty: 3645.785645
	Iteration 58Q: 3 clusters Score -9394426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -9394426.000000 Penalty: 3645.785645
	Iteration 59Q: 3 clusters Score -9394426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -9394425.000000 Penalty: 3645.785645
	Iteration 60F: 3 clusters Score -9394425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -9394433.000000 Penalty: 3645.785645
	Iteration 61Q: 3 clusters Score -9394433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9394433.000000 Penalty: 3645.785645
	Iteration 62Q: 3 clusters Score -9394433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -9394428.000000 Penalty: 3645.785645
	Iteration 63Q: 3 clusters Score -9394428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -9394426.000000 Penalty: 3645.785645
	Iteration 64Q: 3 clusters Score -9394426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -9394427.000000 Penalty: 3645.785645
	Iteration 65Q: 3 clusters Score -9394427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -9394427.000000 Penalty: 3645.785645
	Iteration 66F: 3 clusters Score -9394427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Entering Unmasked Estep 
Score: -1455086.375000 Penalty: 1517.529907
	Iteration 0F: 2 clusters Score -1455086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1447058.000000 Penalty: 3035.059814
	Iteration 0F: 3 clusters Score -1447058 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1449613.500000 Penalty: 3035.059814
	Iteration 1F: 3 clusters Score -1449614 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1449791.000000 Penalty: 3035.059814
	Iteration 2Q: 3 clusters Score -1449791 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1449941.000000 Penalty: 3035.059814
	Iteration 3Q: 3 clusters Score -1449941 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1450068.875000 Penalty: 3035.059814
	Iteration 4Q: 3 clusters Score -1450069 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1450185.875000 Penalty: 3035.059814
	Iteration 5Q: 3 clusters Score -1450186 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1450295.750000 Penalty: 3035.059814
	Iteration 6Q: 3 clusters Score -1450296 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1450383.750000 Penalty: 3035.059814
	Iteration 7Q: 3 clusters Score -1450384 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1450478.375000 Penalty: 3035.059814
	Iteration 8Q: 3 clusters Score -1450478 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1450568.250000 Penalty: 3035.059814
	Iteration 9Q: 3 clusters Score -1450568 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1450660.375000 Penalty: 3035.059814
	Iteration 10Q: 3 clusters Score -1450660 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1450782.250000 Penalty: 3035.059814
	Iteration 11Q: 3 clusters Score -1450782 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1450919.250000 Penalty: 3035.059814
	Iteration 12Q: 3 clusters Score -1450919 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1451128.750000 Penalty: 3035.059814
	Iteration 13Q: 3 clusters Score -1451129 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1451360.125000 Penalty: 3035.059814
	Iteration 14Q: 3 clusters Score -1451360 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1451637.125000 Penalty: 3035.059814
	Iteration 15Q: 3 clusters Score -1451637 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1451946.375000 Penalty: 3035.059814
	Iteration 16Q: 3 clusters Score -1451946 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1452285.125000 Penalty: 3035.059814
	Iteration 17Q: 3 clusters Score -1452285 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1452610.875000 Penalty: 3035.059814
	Iteration 18Q: 3 clusters Score -1452611 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1452883.375000 Penalty: 3035.059814
	Iteration 19Q: 3 clusters Score -1452883 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1453083.125000 Penalty: 3035.059814
	Iteration 20F: 3 clusters Score -1453083 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1453265.750000 Penalty: 3035.059814
	Iteration 21Q: 3 clusters Score -1453266 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1453384.750000 Penalty: 3035.059814
	Iteration 22Q: 3 clusters Score -1453385 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1453455.375000 Penalty: 3035.059814
	Iteration 23Q: 3 clusters Score -1453455 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1453513.000000 Penalty: 3035.059814
	Iteration 24Q: 3 clusters Score -1453513 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1453567.000000 Penalty: 3035.059814
	Iteration 25Q: 3 clusters Score -1453567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1453614.750000 Penalty: 3035.059814
	Iteration 26Q: 3 clusters Score -1453615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1453646.500000 Penalty: 3035.059814
	Iteration 27Q: 3 clusters Score -1453646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1453663.250000 Penalty: 3035.059814
	Iteration 28Q: 3 clusters Score -1453663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1453679.250000 Penalty: 3035.059814
	Iteration 29Q: 3 clusters Score -1453679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1453693.250000 Penalty: 3035.059814
	Iteration 30Q: 3 clusters Score -1453693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1453714.750000 Penalty: 3035.059814
	Iteration 31Q: 3 clusters Score -1453715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1453729.625000 Penalty: 3035.059814
	Iteration 32Q: 3 clusters Score -1453730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1453737.500000 Penalty: 3035.059814
	Iteration 33Q: 3 clusters Score -1453738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1453737.625000 Penalty: 3035.059814
	Iteration 34Q: 3 clusters Score -1453738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1453745.875000 Penalty: 3035.059814
	Iteration 35Q: 3 clusters Score -1453746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1453747.875000 Penalty: 3035.059814
	Iteration 36Q: 3 clusters Score -1453748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1453753.125000 Penalty: 3035.059814
	Iteration 37Q: 3 clusters Score -1453753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1453757.750000 Penalty: 3035.059814
	Iteration 38Q: 3 clusters Score -1453758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1453759.250000 Penalty: 3035.059814
	Iteration 39Q: 3 clusters Score -1453759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1453760.875000 Penalty: 3035.059814
	Iteration 40F: 3 clusters Score -1453761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1453759.500000 Penalty: 3035.059814
	Iteration 41Q: 3 clusters Score -1453760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1453763.125000 Penalty: 3035.059814
	Iteration 42Q: 3 clusters Score -1453763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1453763.875000 Penalty: 3035.059814
	Iteration 43Q: 3 clusters Score -1453764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1453764.375000 Penalty: 3035.059814
	Iteration 44Q: 3 clusters Score -1453764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1453764.375000 Penalty: 3035.059814
	Iteration 45F: 3 clusters Score -1453764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Entering Unmasked Estep 
Score: -1551762.875000 Penalty: 1527.239258
	Iteration 0F: 2 clusters Score -1551763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1543272.875000 Penalty: 3054.478516
	Iteration 0F: 3 clusters Score -1543273 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1546066.375000 Penalty: 3054.478516
	Iteration 1F: 3 clusters Score -1546066 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1546306.500000 Penalty: 3054.478516
	Iteration 2F: 3 clusters Score -1546306 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1546492.875000 Penalty: 3054.478516
	Iteration 3Q: 3 clusters Score -1546493 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1546670.125000 Penalty: 3054.478516
	Iteration 4Q: 3 clusters Score -1546670 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1546848.875000 Penalty: 3054.478516
	Iteration 5Q: 3 clusters Score -1546849 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1547036.000000 Penalty: 3054.478516
	Iteration 6Q: 3 clusters Score -1547036 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1547255.000000 Penalty: 3054.478516
	Iteration 7Q: 3 clusters Score -1547255 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1547533.625000 Penalty: 3054.478516
	Iteration 8Q: 3 clusters Score -1547534 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1547886.500000 Penalty: 3054.478516
	Iteration 9Q: 3 clusters Score -1547886 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1548321.500000 Penalty: 3054.478516
	Iteration 10Q: 3 clusters Score -1548322 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1548801.000000 Penalty: 3054.478516
	Iteration 11Q: 3 clusters Score -1548801 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1549248.125000 Penalty: 3054.478516
	Iteration 12Q: 3 clusters Score -1549248 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1549574.000000 Penalty: 3054.478516
	Iteration 13Q: 3 clusters Score -1549574 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1549798.250000 Penalty: 3054.478516
	Iteration 14Q: 3 clusters Score -1549798 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1549934.375000 Penalty: 3054.478516
	Iteration 15Q: 3 clusters Score -1549934 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1550031.375000 Penalty: 3054.478516
	Iteration 16Q: 3 clusters Score -1550031 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1550106.250000 Penalty: 3054.478516
	Iteration 17Q: 3 clusters Score -1550106 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1550163.375000 Penalty: 3054.478516
	Iteration 18Q: 3 clusters Score -1550163 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1550214.750000 Penalty: 3054.478516
	Iteration 19Q: 3 clusters Score -1550215 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1550260.625000 Penalty: 3054.478516
	Iteration 20F: 3 clusters Score -1550261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1550286.875000 Penalty: 3054.478516
	Iteration 21Q: 3 clusters Score -1550287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1550303.375000 Penalty: 3054.478516
	Iteration 22Q: 3 clusters Score -1550303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1550320.625000 Penalty: 3054.478516
	Iteration 23Q: 3 clusters Score -1550321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1550331.625000 Penalty: 3054.478516
	Iteration 24Q: 3 clusters Score -1550332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1550341.375000 Penalty: 3054.478516
	Iteration 25Q: 3 clusters Score -1550341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1550349.000000 Penalty: 3054.478516
	Iteration 26Q: 3 clusters Score -1550349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1550357.375000 Penalty: 3054.478516
	Iteration 27Q: 3 clusters Score -1550357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1550363.375000 Penalty: 3054.478516
	Iteration 28Q: 3 clusters Score -1550363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1550364.625000 Penalty: 3054.478516
	Iteration 29Q: 3 clusters Score -1550365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1550368.500000 Penalty: 3054.478516
	Iteration 30Q: 3 clusters Score -1550368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1550372.000000 Penalty: 3054.478516
	Iteration 31Q: 3 clusters Score -1550372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1550373.625000 Penalty: 3054.478516
	Iteration 32Q: 3 clusters Score -1550374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1550374.375000 Penalty: 3054.478516
	Iteration 33Q: 3 clusters Score -1550374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1550375.250000 Penalty: 3054.478516
	Iteration 34Q: 3 clusters Score -1550375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1550374.875000 Penalty: 3054.478516
	Iteration 35Q: 3 clusters Score -1550375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1550376.750000 Penalty: 3054.478516
	Iteration 36Q: 3 clusters Score -1550377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1550378.375000 Penalty: 3054.478516
	Iteration 37Q: 3 clusters Score -1550378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1550379.375000 Penalty: 3054.478516
	Iteration 38Q: 3 clusters Score -1550379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1550381.125000 Penalty: 3054.478516
	Iteration 39Q: 3 clusters Score -1550381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1550382.625000 Penalty: 3054.478516
	Iteration 40F: 3 clusters Score -1550383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1550377.750000 Penalty: 3054.478516
	Iteration 41Q: 3 clusters Score -1550378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1550379.875000 Penalty: 3054.478516
	Iteration 42Q: 3 clusters Score -1550380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1550379.875000 Penalty: 3054.478516
	Iteration 43Q: 3 clusters Score -1550380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1550381.250000 Penalty: 3054.478516
	Iteration 44Q: 3 clusters Score -1550381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1550383.750000 Penalty: 3054.478516
	Iteration 45Q: 3 clusters Score -1550384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1550384.250000 Penalty: 3054.478516
	Iteration 46Q: 3 clusters Score -1550384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1550384.250000 Penalty: 3054.478516
	Iteration 47F: 3 clusters Score -1550384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7033.906738 Penalty: 680.818909
	Iteration 0F: 2 clusters Score -7033.907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6698.490234 Penalty: 1361.637817
	Iteration 0F: 3 clusters Score -6698.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -10189.581055 Penalty: 787.180420
	Iteration 0F: 2 clusters Score -10189.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9617.773438 Penalty: 1574.360840
	Iteration 0F: 3 clusters Score -9617.773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9700.997070 Penalty: 1574.360840
	Iteration 1F: 3 clusters Score -9700.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9704.119141 Penalty: 1574.360840
	Iteration 2Q: 3 clusters Score -9704.119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9704.119141 Penalty: 1574.360840
	Iteration 3F: 3 clusters Score -9704.119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Entering Unmasked Estep 
Score: -1091467.875000 Penalty: 1471.052856
	Iteration 0F: 2 clusters Score -1091468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1085204.875000 Penalty: 2942.105713
	Iteration 0F: 3 clusters Score -1085205 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1087306.375000 Penalty: 2942.105713
	Iteration 1F: 3 clusters Score -1087306 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1087641.625000 Penalty: 2942.105713
	Iteration 2F: 3 clusters Score -1087642 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1087930.750000 Penalty: 2942.105713
	Iteration 3F: 3 clusters Score -1087931 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1088246.375000 Penalty: 2942.105713
	Iteration 4F: 3 clusters Score -1088246 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1088604.625000 Penalty: 2942.105713
	Iteration 5F: 3 clusters Score -1088605 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1089026.875000 Penalty: 2942.105713
	Iteration 6F: 3 clusters Score -1089027 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1089391.875000 Penalty: 2942.105713
	Iteration 7Q: 3 clusters Score -1089392 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1089686.500000 Penalty: 2942.105713
	Iteration 8Q: 3 clusters Score -1089686 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1089865.375000 Penalty: 2942.105713
	Iteration 9Q: 3 clusters Score -1089865 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1089948.875000 Penalty: 2942.105713
	Iteration 10Q: 3 clusters Score -1089949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1090004.625000 Penalty: 2942.105713
	Iteration 11Q: 3 clusters Score -1090005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1090045.625000 Penalty: 2942.105713
	Iteration 12Q: 3 clusters Score -1090046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1090063.875000 Penalty: 2942.105713
	Iteration 13Q: 3 clusters Score -1090064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1090081.375000 Penalty: 2942.105713
	Iteration 14Q: 3 clusters Score -1090081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1090086.875000 Penalty: 2942.105713
	Iteration 15Q: 3 clusters Score -1090087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1090096.125000 Penalty: 2942.105713
	Iteration 16Q: 3 clusters Score -1090096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1090100.625000 Penalty: 2942.105713
	Iteration 17Q: 3 clusters Score -1090101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1090105.375000 Penalty: 2942.105713
	Iteration 18Q: 3 clusters Score -1090105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1090112.375000 Penalty: 2942.105713
	Iteration 19Q: 3 clusters Score -1090112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1090115.625000 Penalty: 2942.105713
	Iteration 20F: 3 clusters Score -1090116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1090127.375000 Penalty: 2942.105713
	Iteration 21Q: 3 clusters Score -1090127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1090132.375000 Penalty: 2942.105713
	Iteration 22Q: 3 clusters Score -1090132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1090139.250000 Penalty: 2942.105713
	Iteration 23Q: 3 clusters Score -1090139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1090147.375000 Penalty: 2942.105713
	Iteration 24Q: 3 clusters Score -1090147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1090156.125000 Penalty: 2942.105713
	Iteration 25Q: 3 clusters Score -1090156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1090160.500000 Penalty: 2942.105713
	Iteration 26Q: 3 clusters Score -1090160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1090163.375000 Penalty: 2942.105713
	Iteration 27Q: 3 clusters Score -1090163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1090165.250000 Penalty: 2942.105713
	Iteration 28Q: 3 clusters Score -1090165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1090169.375000 Penalty: 2942.105713
	Iteration 29Q: 3 clusters Score -1090169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1090173.750000 Penalty: 2942.105713
	Iteration 30Q: 3 clusters Score -1090174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1090180.250000 Penalty: 2942.105713
	Iteration 31Q: 3 clusters Score -1090180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1090187.500000 Penalty: 2942.105713
	Iteration 32Q: 3 clusters Score -1090188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1090190.625000 Penalty: 2942.105713
	Iteration 33Q: 3 clusters Score -1090191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1090192.625000 Penalty: 2942.105713
	Iteration 34Q: 3 clusters Score -1090193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1090195.000000 Penalty: 2942.105713
	Iteration 35Q: 3 clusters Score -1090195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1090195.500000 Penalty: 2942.105713
	Iteration 36Q: 3 clusters Score -1090196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1090196.750000 Penalty: 2942.105713
	Iteration 37Q: 3 clusters Score -1090197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1090198.125000 Penalty: 2942.105713
	Iteration 38Q: 3 clusters Score -1090198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1090197.500000 Penalty: 2942.105713
	Iteration 39Q: 3 clusters Score -1090198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1090197.500000 Penalty: 2942.105713
	Iteration 40F: 3 clusters Score -1090198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -217135.062500 Penalty: 1210.354248
	Iteration 0F: 2 clusters Score -217135.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -215204.140625 Penalty: 2420.708496
	Iteration 0F: 3 clusters Score -215204.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215554.937500 Penalty: 2420.708496
	Iteration 1F: 3 clusters Score -215554.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -215635.093750 Penalty: 2420.708496
	Iteration 2F: 3 clusters Score -215635.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -215671.640625 Penalty: 2420.708496
	Iteration 3Q: 3 clusters Score -215671.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -215694.796875 Penalty: 2420.708496
	Iteration 4Q: 3 clusters Score -215694.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215715.562500 Penalty: 2420.708496
	Iteration 5Q: 3 clusters Score -215715.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -215729.734375 Penalty: 2420.708496
	Iteration 6Q: 3 clusters Score -215729.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -215737.453125 Penalty: 2420.708496
	Iteration 7Q: 3 clusters Score -215737.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -215743.453125 Penalty: 2420.708496
	Iteration 8Q: 3 clusters Score -215743.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -215749.171875 Penalty: 2420.708496
	Iteration 9Q: 3 clusters Score -215749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -215753.187500 Penalty: 2420.708496
	Iteration 10Q: 3 clusters Score -215753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -215759.390625 Penalty: 2420.708496
	Iteration 11Q: 3 clusters Score -215759.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -215764.093750 Penalty: 2420.708496
	Iteration 12Q: 3 clusters Score -215764.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -215767.031250 Penalty: 2420.708496
	Iteration 13Q: 3 clusters Score -215767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -215769.218750 Penalty: 2420.708496
	Iteration 14Q: 3 clusters Score -215769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -215770.296875 Penalty: 2420.708496
	Iteration 15Q: 3 clusters Score -215770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -215771.281250 Penalty: 2420.708496
	Iteration 16Q: 3 clusters Score -215771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -215772.750000 Penalty: 2420.708496
	Iteration 17Q: 3 clusters Score -215772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215776.562500 Penalty: 2420.708496
	Iteration 18Q: 3 clusters Score -215776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -215781.234375 Penalty: 2420.708496
	Iteration 19Q: 3 clusters Score -215781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -215785.734375 Penalty: 2420.708496
	Iteration 20F: 3 clusters Score -215785.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -215791.609375 Penalty: 2420.708496
	Iteration 21Q: 3 clusters Score -215791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -215794.656250 Penalty: 2420.708496
	Iteration 22Q: 3 clusters Score -215794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -215796.312500 Penalty: 2420.708496
	Iteration 23Q: 3 clusters Score -215796.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215798.171875 Penalty: 2420.708496
	Iteration 24Q: 3 clusters Score -215798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215798.171875 Penalty: 2420.708496
	Iteration 25F: 3 clusters Score -215798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -50083.910156 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -50083.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49050.648438 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -49050.65 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49198.128906 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -49198.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49230.328125 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -49230.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49238.093750 Penalty: 1983.331543
	Iteration 3Q: 3 clusters Score -49238.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49239.039062 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -49239.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49240.660156 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -49240.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49241.597656 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -49241.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49241.597656 Penalty: 1983.331543
	Iteration 7F: 3 clusters Score -49241.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -626348.937500 Penalty: 1390.010620
	Iteration 0F: 2 clusters Score -626348.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -622232.187500 Penalty: 2780.021240
	Iteration 0F: 3 clusters Score -622232.2 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -623371.437500 Penalty: 2780.021240
	Iteration 1F: 3 clusters Score -623371.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -623651.937500 Penalty: 2780.021240
	Iteration 2F: 3 clusters Score -623651.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -623964.187500 Penalty: 2780.021240
	Iteration 3F: 3 clusters Score -623964.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -624325.187500 Penalty: 2780.021240
	Iteration 4F: 3 clusters Score -624325.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -624686.625000 Penalty: 2780.021240
	Iteration 5F: 3 clusters Score -624686.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -625001.250000 Penalty: 2780.021240
	Iteration 6F: 3 clusters Score -625001.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -625269.375000 Penalty: 2780.021240
	Iteration 7F: 3 clusters Score -625269.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -625414.500000 Penalty: 2780.021240
	Iteration 8Q: 3 clusters Score -625414.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -625468.375000 Penalty: 2780.021240
	Iteration 9Q: 3 clusters Score -625468.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -625505.062500 Penalty: 2780.021240
	Iteration 10Q: 3 clusters Score -625505.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -625519.125000 Penalty: 2780.021240
	Iteration 11Q: 3 clusters Score -625519.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -625527.750000 Penalty: 2780.021240
	Iteration 12Q: 3 clusters Score -625527.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -625530.937500 Penalty: 2780.021240
	Iteration 13Q: 3 clusters Score -625530.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -625532.562500 Penalty: 2780.021240
	Iteration 14Q: 3 clusters Score -625532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -625536.937500 Penalty: 2780.021240
	Iteration 15Q: 3 clusters Score -625536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -625537.312500 Penalty: 2780.021240
	Iteration 16Q: 3 clusters Score -625537.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -625538.187500 Penalty: 2780.021240
	Iteration 17Q: 3 clusters Score -625538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -625538.687500 Penalty: 2780.021240
	Iteration 18Q: 3 clusters Score -625538.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -625538.937500 Penalty: 2780.021240
	Iteration 19Q: 3 clusters Score -625538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -625538.375000 Penalty: 2780.021240
	Iteration 20F: 3 clusters Score -625538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 28884 members 
Mstep: Class 3 contains 90087 members 
Mstep: Class 4 contains 64765 members 
Mstep: Class 5 contains 46183 members 
Mstep: Class 6 contains 50856 members 
Mstep: Class 7 contains 55598 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 2699 members 
Mstep: Class 11 contains 74444 members 
Mstep: Class 12 contains 11369 members 
Mstep: Class 13 contains 12069 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777540.000000 Penalty: 40671.453125
Iteration 199Q: 20 clusters Score -6.577754e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 28872 members 
Mstep: Class 3 contains 90090 members 
Mstep: Class 4 contains 64772 members 
Mstep: Class 5 contains 46171 members 
Mstep: Class 6 contains 50853 members 
Mstep: Class 7 contains 55596 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3258 members 
Mstep: Class 10 contains 2696 members 
Mstep: Class 11 contains 74443 members 
Mstep: Class 12 contains 11368 members 
Mstep: Class 13 contains 12079 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8537 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777540.000000 Penalty: 40671.453125
Iteration 200F: 20 clusters Score -6.577754e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 28857 members 
Mstep: Class 3 contains 90102 members 
Mstep: Class 4 contains 64784 members 
Mstep: Class 5 contains 46167 members 
Mstep: Class 6 contains 50847 members 
Mstep: Class 7 contains 55594 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 2690 members 
Mstep: Class 11 contains 74443 members 
Mstep: Class 12 contains 11362 members 
Mstep: Class 13 contains 12091 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8535 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777600.000000 Penalty: 40671.453125
Iteration 201Q: 20 clusters Score -6.57776e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69090 members 
Mstep: Class 2 contains 28846 members 
Mstep: Class 3 contains 90101 members 
Mstep: Class 4 contains 64798 members 
Mstep: Class 5 contains 46163 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55588 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 11 contains 74454 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 12099 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8533 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777588.000000 Penalty: 40671.453125
Iteration 202Q: 20 clusters Score -6.577759e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 28831 members 
Mstep: Class 3 contains 90111 members 
Mstep: Class 4 contains 64815 members 
Mstep: Class 5 contains 46160 members 
Mstep: Class 6 contains 50836 members 
Mstep: Class 7 contains 55594 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 2677 members 
Mstep: Class 11 contains 74450 members 
Mstep: Class 12 contains 11352 members 
Mstep: Class 13 contains 12109 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8529 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777632.000000 Penalty: 40671.453125
Iteration 203Q: 20 clusters Score -6.577763e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 90112 members 
Mstep: Class 4 contains 64835 members 
Mstep: Class 5 contains 46164 members 
Mstep: Class 6 contains 50818 members 
Mstep: Class 7 contains 55592 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2668 members 
Mstep: Class 11 contains 74453 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 12122 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777616.000000 Penalty: 40671.453125
Iteration 204Q: 20 clusters Score -6.577762e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 28820 members 
Mstep: Class 3 contains 90116 members 
Mstep: Class 4 contains 64847 members 
Mstep: Class 5 contains 46162 members 
Mstep: Class 6 contains 50803 members 
Mstep: Class 7 contains 55595 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2662 members 
Mstep: Class 11 contains 74456 members 
Mstep: Class 12 contains 11333 members 
Mstep: Class 13 contains 12132 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8526 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777580.000000 Penalty: 40671.453125
Iteration 205Q: 20 clusters Score -6.577758e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 28810 members 
Mstep: Class 3 contains 90121 members 
Mstep: Class 4 contains 64860 members 
Mstep: Class 5 contains 46156 members 
Mstep: Class 6 contains 50792 members 
Mstep: Class 7 contains 55600 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 2653 members 
Mstep: Class 11 contains 74454 members 
Mstep: Class 12 contains 11329 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8523 members 
Mstep: Class 17 contains 1698 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777636.000000 Penalty: 40671.453125
Iteration 206Q: 20 clusters Score -6.577764e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 28805 members 
Mstep: Class 3 contains 90120 members 
Mstep: Class 4 contains 64875 members 
Mstep: Class 5 contains 46148 members 
Mstep: Class 6 contains 50783 members 
Mstep: Class 7 contains 55605 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 2636 members 
Mstep: Class 11 contains 74459 members 
Mstep: Class 12 contains 11329 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8519 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777548.000000 Penalty: 40671.453125
Iteration 207Q: 20 clusters Score -6.577755e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 28801 members 
Mstep: Class 3 contains 90114 members 
Mstep: Class 4 contains 64889 members 
Mstep: Class 5 contains 46141 members 
Mstep: Class 6 contains 50781 members 
Mstep: Class 7 contains 55606 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 74459 members 
Mstep: Class 12 contains 11329 members 
Mstep: Class 13 contains 12155 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8514 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777564.000000 Penalty: 40671.453125
Iteration 208Q: 20 clusters Score -6.577756e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 28797 members 
Mstep: Class 3 contains 90107 members 
Mstep: Class 4 contains 64905 members 
Mstep: Class 5 contains 46132 members 
Mstep: Class 6 contains 50774 members 
Mstep: Class 7 contains 55610 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3435 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 74453 members 
Mstep: Class 12 contains 11328 members 
Mstep: Class 13 contains 12161 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 1673 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777560.000000 Penalty: 40671.453125
Iteration 209Q: 20 clusters Score -6.577756e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 28787 members 
Mstep: Class 3 contains 90111 members 
Mstep: Class 4 contains 64926 members 
Mstep: Class 5 contains 46126 members 
Mstep: Class 6 contains 50763 members 
Mstep: Class 7 contains 55608 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 74455 members 
Mstep: Class 12 contains 11327 members 
Mstep: Class 13 contains 12164 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777504.000000 Penalty: 40671.453125
Iteration 210Q: 20 clusters Score -6.57775e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 28776 members 
Mstep: Class 3 contains 90119 members 
Mstep: Class 4 contains 64945 members 
Mstep: Class 5 contains 46127 members 
Mstep: Class 6 contains 50750 members 
Mstep: Class 7 contains 55616 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3490 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 74448 members 
Mstep: Class 12 contains 11323 members 
Mstep: Class 13 contains 12163 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8492 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 20 clusters Score -6.577743e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 28768 members 
Mstep: Class 3 contains 90121 members 
Mstep: Class 4 contains 64967 members 
Mstep: Class 5 contains 46125 members 
Mstep: Class 6 contains 50733 members 
Mstep: Class 7 contains 55622 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 74447 members 
Mstep: Class 12 contains 11320 members 
Mstep: Class 13 contains 12165 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5161 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 212Q: 20 clusters Score -6.577746e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 90120 members 
Mstep: Class 4 contains 64987 members 
Mstep: Class 5 contains 46123 members 
Mstep: Class 6 contains 50724 members 
Mstep: Class 7 contains 55611 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 74434 members 
Mstep: Class 12 contains 11318 members 
Mstep: Class 13 contains 12172 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8480 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 20 clusters Score -6.577741e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 28753 members 
Mstep: Class 3 contains 90118 members 
Mstep: Class 4 contains 65003 members 
Mstep: Class 5 contains 46114 members 
Mstep: Class 6 contains 50728 members 
Mstep: Class 7 contains 55602 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3561 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 74434 members 
Mstep: Class 12 contains 11313 members 
Mstep: Class 13 contains 12176 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8477 members 
Mstep: Class 17 contains 1649 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5157 members 
Entering Unmasked Estep 
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Iteration 214Q: 20 clusters Score -6.577744e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 90113 members 
Mstep: Class 4 contains 65014 members 
Mstep: Class 5 contains 46107 members 
Mstep: Class 6 contains 50735 members 
Mstep: Class 7 contains 55598 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 74428 members 
Mstep: Class 12 contains 11307 members 
Mstep: Class 13 contains 12179 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8474 members 
Mstep: Class 17 contains 1644 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 20 clusters Score -6.577751e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 28742 members 
Mstep: Class 3 contains 90103 members 
Mstep: Class 4 contains 65027 members 
Mstep: Class 5 contains 46093 members 
Mstep: Class 6 contains 50741 members 
Mstep: Class 7 contains 55601 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 74420 members 
Mstep: Class 12 contains 11307 members 
Mstep: Class 13 contains 12183 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8469 members 
Mstep: Class 17 contains 1639 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 20 clusters Score -6.577748e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 28738 members 
Mstep: Class 3 contains 90123 members 
Mstep: Class 4 contains 65049 members 
Mstep: Class 5 contains 46084 members 
Mstep: Class 6 contains 50738 members 
Mstep: Class 7 contains 55596 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3640 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 74403 members 
Mstep: Class 12 contains 11303 members 
Mstep: Class 13 contains 12186 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8456 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5156 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 20 clusters Score -6.577744e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 28722 members 
Mstep: Class 3 contains 90146 members 
Mstep: Class 4 contains 65069 members 
Mstep: Class 5 contains 46060 members 
Mstep: Class 6 contains 50729 members 
Mstep: Class 7 contains 55601 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 74390 members 
Mstep: Class 12 contains 11299 members 
Mstep: Class 13 contains 12190 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 20 clusters Score -6.577745e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 28704 members 
Mstep: Class 3 contains 90160 members 
Mstep: Class 4 contains 65091 members 
Mstep: Class 5 contains 46035 members 
Mstep: Class 6 contains 50723 members 
Mstep: Class 7 contains 55607 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 74376 members 
Mstep: Class 12 contains 11294 members 
Mstep: Class 13 contains 12192 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 20 clusters Score -6.57774e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 28680 members 
Mstep: Class 3 contains 90186 members 
Mstep: Class 4 contains 65112 members 
Mstep: Class 5 contains 46003 members 
Mstep: Class 6 contains 50720 members 
Mstep: Class 7 contains 55612 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 74360 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 12196 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8443 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777436.000000 Penalty: 40671.453125
Iteration 220F: 20 clusters Score -6.577744e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 28650 members 
Mstep: Class 3 contains 90207 members 
Mstep: Class 4 contains 65135 members 
Mstep: Class 5 contains 45968 members 
Mstep: Class 6 contains 50714 members 
Mstep: Class 7 contains 55625 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 74350 members 
Mstep: Class 12 contains 11283 members 
Mstep: Class 13 contains 12202 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777544.000000 Penalty: 40671.453125
Iteration 221Q: 20 clusters Score -6.577754e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 28616 members 
Mstep: Class 3 contains 90210 members 
Mstep: Class 4 contains 65160 members 
Mstep: Class 5 contains 45948 members 
Mstep: Class 6 contains 50717 members 
Mstep: Class 7 contains 55631 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3807 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 74333 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8437 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 20 clusters Score -6.57775e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 28590 members 
Mstep: Class 3 contains 90210 members 
Mstep: Class 4 contains 65175 members 
Mstep: Class 5 contains 45941 members 
Mstep: Class 6 contains 50721 members 
Mstep: Class 7 contains 55627 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3843 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 74314 members 
Mstep: Class 12 contains 11284 members 
Mstep: Class 13 contains 12220 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777400.000000 Penalty: 40671.453125
Iteration 223Q: 20 clusters Score -6.57774e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 28568 members 
Mstep: Class 3 contains 90209 members 
Mstep: Class 4 contains 65183 members 
Mstep: Class 5 contains 45928 members 
Mstep: Class 6 contains 50721 members 
Mstep: Class 7 contains 55631 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 74296 members 
Mstep: Class 12 contains 11283 members 
Mstep: Class 13 contains 12233 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8431 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777508.000000 Penalty: 40671.453125
Iteration 224Q: 20 clusters Score -6.577751e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 28549 members 
Mstep: Class 3 contains 90220 members 
Mstep: Class 4 contains 65197 members 
Mstep: Class 5 contains 45909 members 
Mstep: Class 6 contains 50715 members 
Mstep: Class 7 contains 55639 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3900 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 74288 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 12244 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8426 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777568.000000 Penalty: 40671.453125
Iteration 225Q: 20 clusters Score -6.577757e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 28535 members 
Mstep: Class 3 contains 90232 members 
Mstep: Class 4 contains 65216 members 
Mstep: Class 5 contains 45890 members 
Mstep: Class 6 contains 50709 members 
Mstep: Class 7 contains 55638 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3927 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 74278 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12247 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8420 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777588.000000 Penalty: 40671.453125
Iteration 226Q: 20 clusters Score -6.577759e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 28518 members 
Mstep: Class 3 contains 90234 members 
Mstep: Class 4 contains 65240 members 
Mstep: Class 5 contains 45871 members 
Mstep: Class 6 contains 50707 members 
Mstep: Class 7 contains 55635 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 74287 members 
Mstep: Class 12 contains 11275 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8419 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777664.000000 Penalty: 40671.453125
Iteration 227Q: 20 clusters Score -6.577766e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 28497 members 
Mstep: Class 3 contains 90244 members 
Mstep: Class 4 contains 65259 members 
Mstep: Class 5 contains 45856 members 
Mstep: Class 6 contains 50707 members 
Mstep: Class 7 contains 55636 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 74279 members 
Mstep: Class 12 contains 11273 members 
Mstep: Class 13 contains 12255 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8415 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777660.000000 Penalty: 40671.453125
Iteration 228Q: 20 clusters Score -6.577766e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 90271 members 
Mstep: Class 4 contains 65265 members 
Mstep: Class 5 contains 45833 members 
Mstep: Class 6 contains 50718 members 
Mstep: Class 7 contains 55640 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 3994 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 74269 members 
Mstep: Class 12 contains 11271 members 
Mstep: Class 13 contains 12263 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777656.000000 Penalty: 40671.453125
Iteration 229Q: 20 clusters Score -6.577766e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 28445 members 
Mstep: Class 3 contains 90295 members 
Mstep: Class 4 contains 65269 members 
Mstep: Class 5 contains 45815 members 
Mstep: Class 6 contains 50727 members 
Mstep: Class 7 contains 55640 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 74250 members 
Mstep: Class 12 contains 11271 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8408 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777748.000000 Penalty: 40671.453125
Iteration 230Q: 20 clusters Score -6.577775e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 28415 members 
Mstep: Class 3 contains 90326 members 
Mstep: Class 4 contains 65277 members 
Mstep: Class 5 contains 45788 members 
Mstep: Class 6 contains 50729 members 
Mstep: Class 7 contains 55640 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 2569 members 
Mstep: Class 11 contains 74240 members 
Mstep: Class 12 contains 11272 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8403 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777772.000000 Penalty: 40671.453125
Iteration 231Q: 20 clusters Score -6.577777e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 28394 members 
Mstep: Class 3 contains 90342 members 
Mstep: Class 4 contains 65286 members 
Mstep: Class 5 contains 45770 members 
Mstep: Class 6 contains 50732 members 
Mstep: Class 7 contains 55643 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 74242 members 
Mstep: Class 12 contains 11272 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8396 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777764.000000 Penalty: 40671.453125
Iteration 232Q: 20 clusters Score -6.577776e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 28380 members 
Mstep: Class 3 contains 90367 members 
Mstep: Class 4 contains 65294 members 
Mstep: Class 5 contains 45745 members 
Mstep: Class 6 contains 50726 members 
Mstep: Class 7 contains 55652 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 74229 members 
Mstep: Class 12 contains 11270 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8389 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777844.000000 Penalty: 40671.453125
Iteration 233Q: 20 clusters Score -6.577784e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 28372 members 
Mstep: Class 3 contains 90396 members 
Mstep: Class 4 contains 65294 members 
Mstep: Class 5 contains 45715 members 
Mstep: Class 6 contains 50730 members 
Mstep: Class 7 contains 55660 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4174 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 74221 members 
Mstep: Class 12 contains 11270 members 
Mstep: Class 13 contains 12284 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8376 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 20 clusters Score -6.577792e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 28363 members 
Mstep: Class 3 contains 90434 members 
Mstep: Class 4 contains 65297 members 
Mstep: Class 5 contains 45673 members 
Mstep: Class 6 contains 50731 members 
Mstep: Class 7 contains 55669 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4205 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 74206 members 
Mstep: Class 12 contains 11271 members 
Mstep: Class 13 contains 12287 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8365 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777772.000000 Penalty: 40671.453125
Iteration 235Q: 20 clusters Score -6.577777e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 28349 members 
Mstep: Class 3 contains 90481 members 
Mstep: Class 4 contains 65287 members 
Mstep: Class 5 contains 45649 members 
Mstep: Class 6 contains 50730 members 
Mstep: Class 7 contains 55680 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4231 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 74194 members 
Mstep: Class 12 contains 11268 members 
Mstep: Class 13 contains 12291 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8351 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777740.000000 Penalty: 40671.453125
Iteration 236Q: 20 clusters Score -6.577774e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 28343 members 
Mstep: Class 3 contains 90514 members 
Mstep: Class 4 contains 65286 members 
Mstep: Class 5 contains 45622 members 
Mstep: Class 6 contains 50737 members 
Mstep: Class 7 contains 55687 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4254 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 74170 members 
Mstep: Class 12 contains 11267 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777804.000000 Penalty: 40671.453125
Iteration 237Q: 20 clusters Score -6.57778e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 28331 members 
Mstep: Class 3 contains 90560 members 
Mstep: Class 4 contains 65286 members 
Mstep: Class 5 contains 45603 members 
Mstep: Class 6 contains 50741 members 
Mstep: Class 7 contains 55683 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 74146 members 
Mstep: Class 12 contains 11268 members 
Mstep: Class 13 contains 12315 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8324 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777848.000000 Penalty: 40671.453125
Iteration 238Q: 20 clusters Score -6.577785e+07 nChanged 191
Entering ConstructFrom: 
Score: -65777848.000000 Penalty: 40671.453125
Entering ConstructFrom: 
Trying to split cluster 1 (68934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Entering Unmasked Estep 
Score: -8833010.000000 Penalty: 1810.396973
	Iteration 0F: 2 clusters Score -8833010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -8790326.000000 Penalty: 3620.793945
	Iteration 0F: 3 clusters Score -8790326 nChanged 32662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -8810075.000000 Penalty: 3620.793945
	Iteration 1F: 3 clusters Score -8810075 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -8811855.000000 Penalty: 3620.793945
	Iteration 2F: 3 clusters Score -8811855 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -8814478.000000 Penalty: 3620.793945
	Iteration 3F: 3 clusters Score -8814478 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -8817972.000000 Penalty: 3620.793945
	Iteration 4F: 3 clusters Score -8817972 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8822101.000000 Penalty: 3620.793945
	Iteration 5F: 3 clusters Score -8822101 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -8825327.000000 Penalty: 3620.793945
	Iteration 6F: 3 clusters Score -8825327 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -8826958.000000 Penalty: 3620.793945
	Iteration 7F: 3 clusters Score -8826958 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -8827503.000000 Penalty: 3620.793945
	Iteration 8Q: 3 clusters Score -8827503 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -8827721.000000 Penalty: 3620.793945
	Iteration 9Q: 3 clusters Score -8827721 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -8827980.000000 Penalty: 3620.793945
	Iteration 10Q: 3 clusters Score -8827980 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -8828185.000000 Penalty: 3620.793945
	Iteration 11Q: 3 clusters Score -8828185 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -8828371.000000 Penalty: 3620.793945
	Iteration 12Q: 3 clusters Score -8828371 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -8828438.000000 Penalty: 3620.793945
	Iteration 13Q: 3 clusters Score -8828438 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -8828598.000000 Penalty: 3620.793945
	Iteration 14Q: 3 clusters Score -8828598 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -8828720.000000 Penalty: 3620.793945
	Iteration 15Q: 3 clusters Score -8828720 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -8828859.000000 Penalty: 3620.793945
	Iteration 16Q: 3 clusters Score -8828859 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -8828931.000000 Penalty: 3620.793945
	Iteration 17Q: 3 clusters Score -8828931 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -8829033.000000 Penalty: 3620.793945
	Iteration 18Q: 3 clusters Score -8829033 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -8829090.000000 Penalty: 3620.793945
	Iteration 19Q: 3 clusters Score -8829090 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -8829163.000000 Penalty: 3620.793945
	Iteration 20F: 3 clusters Score -8829163 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -8829229.000000 Penalty: 3620.793945
	Iteration 21Q: 3 clusters Score -8829229 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -8829317.000000 Penalty: 3620.793945
	Iteration 22Q: 3 clusters Score -8829317 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -8829323.000000 Penalty: 3620.793945
	Iteration 23Q: 3 clusters Score -8829323 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -8829344.000000 Penalty: 3620.793945
	Iteration 24Q: 3 clusters Score -8829344 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -8829335.000000 Penalty: 3620.793945
	Iteration 25Q: 3 clusters Score -8829335 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -8829399.000000 Penalty: 3620.793945
	Iteration 26Q: 3 clusters Score -8829399 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -8829431.000000 Penalty: 3620.793945
	Iteration 27Q: 3 clusters Score -8829431 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -8829434.000000 Penalty: 3620.793945
	Iteration 28Q: 3 clusters Score -8829434 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -8829484.000000 Penalty: 3620.793945
	Iteration 29Q: 3 clusters Score -8829484 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -8829511.000000 Penalty: 3620.793945
	Iteration 30Q: 3 clusters Score -8829511 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -8829549.000000 Penalty: 3620.793945
	Iteration 31Q: 3 clusters Score -8829549 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -8829581.000000 Penalty: 3620.793945
	Iteration 32Q: 3 clusters Score -8829581 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -8829607.000000 Penalty: 3620.793945
	Iteration 33Q: 3 clusters Score -8829607 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -8829647.000000 Penalty: 3620.793945
	Iteration 34Q: 3 clusters Score -8829647 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -8829718.000000 Penalty: 3620.793945
	Iteration 35Q: 3 clusters Score -8829718 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -8829751.000000 Penalty: 3620.793945
	Iteration 36Q: 3 clusters Score -8829751 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -8829824.000000 Penalty: 3620.793945
	Iteration 37Q: 3 clusters Score -8829824 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -8829890.000000 Penalty: 3620.793945
	Iteration 38Q: 3 clusters Score -8829890 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -8829897.000000 Penalty: 3620.793945
	Iteration 39Q: 3 clusters Score -8829897 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -8829938.000000 Penalty: 3620.793945
	Iteration 40F: 3 clusters Score -8829938 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -8829977.000000 Penalty: 3620.793945
	Iteration 41Q: 3 clusters Score -8829977 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -8830011.000000 Penalty: 3620.793945
	Iteration 42Q: 3 clusters Score -8830011 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -8830047.000000 Penalty: 3620.793945
	Iteration 43Q: 3 clusters Score -8830047 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -8830052.000000 Penalty: 3620.793945
	Iteration 44Q: 3 clusters Score -8830052 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -8830066.000000 Penalty: 3620.793945
	Iteration 45Q: 3 clusters Score -8830066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -8830065.000000 Penalty: 3620.793945
	Iteration 46Q: 3 clusters Score -8830065 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -8830084.000000 Penalty: 3620.793945
	Iteration 47Q: 3 clusters Score -8830084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -8830097.000000 Penalty: 3620.793945
	Iteration 48Q: 3 clusters Score -8830097 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -8830114.000000 Penalty: 3620.793945
	Iteration 49Q: 3 clusters Score -8830114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -8830118.000000 Penalty: 3620.793945
	Iteration 50Q: 3 clusters Score -8830118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -8830136.000000 Penalty: 3620.793945
	Iteration 51Q: 3 clusters Score -8830136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -8830140.000000 Penalty: 3620.793945
	Iteration 52Q: 3 clusters Score -8830140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -8830134.000000 Penalty: 3620.793945
	Iteration 53Q: 3 clusters Score -8830134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -8830132.000000 Penalty: 3620.793945
	Iteration 54Q: 3 clusters Score -8830132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -8830123.000000 Penalty: 3620.793945
	Iteration 55Q: 3 clusters Score -8830123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -8830128.000000 Penalty: 3620.793945
	Iteration 56Q: 3 clusters Score -8830128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -8830119.000000 Penalty: 3620.793945
	Iteration 57Q: 3 clusters Score -8830119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -8830122.000000 Penalty: 3620.793945
	Iteration 58Q: 3 clusters Score -8830122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -8830111.000000 Penalty: 3620.793945
	Iteration 59Q: 3 clusters Score -8830111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -8830120.000000 Penalty: 3620.793945
	Iteration 60F: 3 clusters Score -8830120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -8830123.000000 Penalty: 3620.793945
	Iteration 61Q: 3 clusters Score -8830123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -8830136.000000 Penalty: 3620.793945
	Iteration 62Q: 3 clusters Score -8830136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -8830128.000000 Penalty: 3620.793945
	Iteration 63Q: 3 clusters Score -8830128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -8830137.000000 Penalty: 3620.793945
	Iteration 64Q: 3 clusters Score -8830137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -8830133.000000 Penalty: 3620.793945
	Iteration 65Q: 3 clusters Score -8830133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -8830131.000000 Penalty: 3620.793945
	Iteration 66Q: 3 clusters Score -8830131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -8830133.000000 Penalty: 3620.793945
	Iteration 67Q: 3 clusters Score -8830133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -8830135.000000 Penalty: 3620.793945
	Iteration 68Q: 3 clusters Score -8830135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -8830133.000000 Penalty: 3620.793945
	Iteration 69Q: 3 clusters Score -8830133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -8830131.000000 Penalty: 3620.793945
	Iteration 70Q: 3 clusters Score -8830131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8830131.000000 Penalty: 3620.793945
	Iteration 71Q: 3 clusters Score -8830131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8830131.000000 Penalty: 3620.793945
	Iteration 72F: 3 clusters Score -8830131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Entering Unmasked Estep 
Score: -3506548.500000 Penalty: 1665.851562
	Iteration 0F: 2 clusters Score -3506548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3487556.250000 Penalty: 3331.703125
	Iteration 0F: 3 clusters Score -3487556 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3494560.750000 Penalty: 3331.703125
	Iteration 1F: 3 clusters Score -3494561 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3494885.000000 Penalty: 3331.703125
	Iteration 2Q: 3 clusters Score -3494885 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3495179.500000 Penalty: 3331.703125
	Iteration 3Q: 3 clusters Score -3495180 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3495443.250000 Penalty: 3331.703125
	Iteration 4Q: 3 clusters Score -3495443 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3495722.500000 Penalty: 3331.703125
	Iteration 5Q: 3 clusters Score -3495722 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3495978.500000 Penalty: 3331.703125
	Iteration 6Q: 3 clusters Score -3495978 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3496288.000000 Penalty: 3331.703125
	Iteration 7Q: 3 clusters Score -3496288 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3496592.750000 Penalty: 3331.703125
	Iteration 8Q: 3 clusters Score -3496593 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3497012.000000 Penalty: 3331.703125
	Iteration 9Q: 3 clusters Score -3497012 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3497522.500000 Penalty: 3331.703125
	Iteration 10Q: 3 clusters Score -3497522 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3498167.000000 Penalty: 3331.703125
	Iteration 11Q: 3 clusters Score -3498167 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3498883.000000 Penalty: 3331.703125
	Iteration 12Q: 3 clusters Score -3498883 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3499680.750000 Penalty: 3331.703125
	Iteration 13Q: 3 clusters Score -3499681 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3500429.750000 Penalty: 3331.703125
	Iteration 14Q: 3 clusters Score -3500430 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3501004.500000 Penalty: 3331.703125
	Iteration 15Q: 3 clusters Score -3501004 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3501422.500000 Penalty: 3331.703125
	Iteration 16Q: 3 clusters Score -3501422 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -3501795.250000 Penalty: 3331.703125
	Iteration 17Q: 3 clusters Score -3501795 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3502117.250000 Penalty: 3331.703125
	Iteration 18Q: 3 clusters Score -3502117 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3502395.000000 Penalty: 3331.703125
	Iteration 19Q: 3 clusters Score -3502395 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3502727.750000 Penalty: 3331.703125
	Iteration 20F: 3 clusters Score -3502728 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3503039.750000 Penalty: 3331.703125
	Iteration 21Q: 3 clusters Score -3503040 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3503346.000000 Penalty: 3331.703125
	Iteration 22Q: 3 clusters Score -3503346 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3503625.750000 Penalty: 3331.703125
	Iteration 23Q: 3 clusters Score -3503626 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3503938.000000 Penalty: 3331.703125
	Iteration 24Q: 3 clusters Score -3503938 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3504231.250000 Penalty: 3331.703125
	Iteration 25Q: 3 clusters Score -3504231 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3504468.250000 Penalty: 3331.703125
	Iteration 26Q: 3 clusters Score -3504468 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3504632.500000 Penalty: 3331.703125
	Iteration 27Q: 3 clusters Score -3504632 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3504727.750000 Penalty: 3331.703125
	Iteration 28Q: 3 clusters Score -3504728 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3504823.250000 Penalty: 3331.703125
	Iteration 29Q: 3 clusters Score -3504823 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3504892.750000 Penalty: 3331.703125
	Iteration 30Q: 3 clusters Score -3504893 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3504940.000000 Penalty: 3331.703125
	Iteration 31Q: 3 clusters Score -3504940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3504974.250000 Penalty: 3331.703125
	Iteration 32Q: 3 clusters Score -3504974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3505022.500000 Penalty: 3331.703125
	Iteration 33Q: 3 clusters Score -3505022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3505050.250000 Penalty: 3331.703125
	Iteration 34Q: 3 clusters Score -3505050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3505069.750000 Penalty: 3331.703125
	Iteration 35Q: 3 clusters Score -3505070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3505083.000000 Penalty: 3331.703125
	Iteration 36Q: 3 clusters Score -3505083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3505102.000000 Penalty: 3331.703125
	Iteration 37Q: 3 clusters Score -3505102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3505118.750000 Penalty: 3331.703125
	Iteration 38Q: 3 clusters Score -3505119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3505126.750000 Penalty: 3331.703125
	Iteration 39Q: 3 clusters Score -3505127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3505134.250000 Penalty: 3331.703125
	Iteration 40F: 3 clusters Score -3505134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3505136.750000 Penalty: 3331.703125
	Iteration 41Q: 3 clusters Score -3505137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3505136.250000 Penalty: 3331.703125
	Iteration 42Q: 3 clusters Score -3505136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3505139.250000 Penalty: 3331.703125
	Iteration 43Q: 3 clusters Score -3505139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3505136.250000 Penalty: 3331.703125
	Iteration 44Q: 3 clusters Score -3505136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3505141.750000 Penalty: 3331.703125
	Iteration 45Q: 3 clusters Score -3505142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3505141.000000 Penalty: 3331.703125
	Iteration 46Q: 3 clusters Score -3505141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3505141.000000 Penalty: 3331.703125
	Iteration 47Q: 3 clusters Score -3505141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3505139.000000 Penalty: 3331.703125
	Iteration 48Q: 3 clusters Score -3505139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3505143.000000 Penalty: 3331.703125
	Iteration 49Q: 3 clusters Score -3505143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3505144.250000 Penalty: 3331.703125
	Iteration 50Q: 3 clusters Score -3505144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3505144.250000 Penalty: 3331.703125
	Iteration 51F: 3 clusters Score -3505144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90604 members 
Entering Unmasked Estep 
Score: -11562544.000000 Penalty: 1854.816162
	Iteration 0F: 2 clusters Score -1.156254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -11506376.000000 Penalty: 3709.632324
	Iteration 0F: 3 clusters Score -1.150638e+07 nChanged 43109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -11531634.000000 Penalty: 3709.632324
	Iteration 1F: 3 clusters Score -1.153163e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -11532510.000000 Penalty: 3709.632324
	Iteration 2Q: 3 clusters Score -1.153251e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -11533577.000000 Penalty: 3709.632324
	Iteration 3Q: 3 clusters Score -1.153358e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -11534939.000000 Penalty: 3709.632324
	Iteration 4Q: 3 clusters Score -1.153494e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -11536639.000000 Penalty: 3709.632324
	Iteration 5Q: 3 clusters Score -1.153664e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -11539074.000000 Penalty: 3709.632324
	Iteration 6F: 3 clusters Score -1.153907e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -11542794.000000 Penalty: 3709.632324
	Iteration 7F: 3 clusters Score -1.154279e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -11547623.000000 Penalty: 3709.632324
	Iteration 8F: 3 clusters Score -1.154762e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -11552271.000000 Penalty: 3709.632324
	Iteration 9F: 3 clusters Score -1.155227e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -11555374.000000 Penalty: 3709.632324
	Iteration 10Q: 3 clusters Score -1.155537e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -11556943.000000 Penalty: 3709.632324
	Iteration 11Q: 3 clusters Score -1.155694e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -11557869.000000 Penalty: 3709.632324
	Iteration 12Q: 3 clusters Score -1.155787e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -11558618.000000 Penalty: 3709.632324
	Iteration 13Q: 3 clusters Score -1.155862e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -11559346.000000 Penalty: 3709.632324
	Iteration 14Q: 3 clusters Score -1.155935e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -11560067.000000 Penalty: 3709.632324
	Iteration 15Q: 3 clusters Score -1.156007e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -11560456.000000 Penalty: 3709.632324
	Iteration 16Q: 3 clusters Score -1.156046e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 83976 members 
Entering Unmasked Estep 
Score: -11560873.000000 Penalty: 3709.632324
	Iteration 17Q: 3 clusters Score -1.156087e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -11561208.000000 Penalty: 3709.632324
	Iteration 18Q: 3 clusters Score -1.156121e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 86085 members 
Entering Unmasked Estep 
Score: -11561489.000000 Penalty: 3709.632324
	Iteration 19Q: 3 clusters Score -1.156149e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -11561654.000000 Penalty: 3709.632324
	Iteration 20F: 3 clusters Score -1.156165e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 87197 members 
Entering Unmasked Estep 
Score: -11561750.000000 Penalty: 3709.632324
	Iteration 21Q: 3 clusters Score -1.156175e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 87558 members 
Entering Unmasked Estep 
Score: -11561808.000000 Penalty: 3709.632324
	Iteration 22Q: 3 clusters Score -1.156181e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -11561834.000000 Penalty: 3709.632324
	Iteration 23Q: 3 clusters Score -1.156183e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -11561842.000000 Penalty: 3709.632324
	Iteration 24Q: 3 clusters Score -1.156184e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -11561817.000000 Penalty: 3709.632324
	Iteration 25Q: 3 clusters Score -1.156182e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -11561819.000000 Penalty: 3709.632324
	Iteration 26Q: 3 clusters Score -1.156182e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -11561799.000000 Penalty: 3709.632324
	Iteration 27Q: 3 clusters Score -1.15618e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -11561784.000000 Penalty: 3709.632324
	Iteration 28Q: 3 clusters Score -1.156178e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -11561775.000000 Penalty: 3709.632324
	Iteration 29Q: 3 clusters Score -1.156178e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -11561774.000000 Penalty: 3709.632324
	Iteration 30Q: 3 clusters Score -1.156177e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -11561755.000000 Penalty: 3709.632324
	Iteration 31Q: 3 clusters Score -1.156176e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -11561748.000000 Penalty: 3709.632324
	Iteration 32Q: 3 clusters Score -1.156175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -11561752.000000 Penalty: 3709.632324
	Iteration 33Q: 3 clusters Score -1.156175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -11561749.000000 Penalty: 3709.632324
	Iteration 34Q: 3 clusters Score -1.156175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -11561764.000000 Penalty: 3709.632324
	Iteration 35Q: 3 clusters Score -1.156176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -11561754.000000 Penalty: 3709.632324
	Iteration 36Q: 3 clusters Score -1.156175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -11561757.000000 Penalty: 3709.632324
	Iteration 37Q: 3 clusters Score -1.156176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -11561761.000000 Penalty: 3709.632324
	Iteration 38Q: 3 clusters Score -1.156176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -11561752.000000 Penalty: 3709.632324
	Iteration 39Q: 3 clusters Score -1.156175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -11561749.000000 Penalty: 3709.632324
	Iteration 40F: 3 clusters Score -1.156175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -11561757.000000 Penalty: 3709.632324
	Iteration 41Q: 3 clusters Score -1.156176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
Score: -11561754.000000 Penalty: 3709.632324
	Iteration 42Q: 3 clusters Score -1.156175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -11561737.000000 Penalty: 3709.632324
	Iteration 43Q: 3 clusters Score -1.156174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -11561741.000000 Penalty: 3709.632324
	Iteration 44Q: 3 clusters Score -1.156174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -11561742.000000 Penalty: 3709.632324
	Iteration 45Q: 3 clusters Score -1.156174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -11561743.000000 Penalty: 3709.632324
	Iteration 46Q: 3 clusters Score -1.156174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -11561746.000000 Penalty: 3709.632324
	Iteration 47Q: 3 clusters Score -1.156175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -11561745.000000 Penalty: 3709.632324
	Iteration 48Q: 3 clusters Score -1.156174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -11561743.000000 Penalty: 3709.632324
	Iteration 49Q: 3 clusters Score -1.156174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -11561746.000000 Penalty: 3709.632324
	Iteration 50Q: 3 clusters Score -1.156175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -11561748.000000 Penalty: 3709.632324
	Iteration 51Q: 3 clusters Score -1.156175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -11561737.000000 Penalty: 3709.632324
	Iteration 52Q: 3 clusters Score -1.156174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -11561739.000000 Penalty: 3709.632324
	Iteration 53Q: 3 clusters Score -1.156174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -11561742.000000 Penalty: 3709.632324
	Iteration 54Q: 3 clusters Score -1.156174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -11561742.000000 Penalty: 3709.632324
	Iteration 55F: 3 clusters Score -1.156174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Entering Unmasked Estep 
Score: -8376575.000000 Penalty: 1801.566528
	Iteration 0F: 2 clusters Score -8376575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -8334335.500000 Penalty: 3603.133057
	Iteration 0F: 3 clusters Score -8334336 nChanged 30995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -8351993.000000 Penalty: 3603.133057
	Iteration 1F: 3 clusters Score -8351993 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -8352665.500000 Penalty: 3603.133057
	Iteration 2Q: 3 clusters Score -8352666 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -8353614.000000 Penalty: 3603.133057
	Iteration 3Q: 3 clusters Score -8353614 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -8354900.000000 Penalty: 3603.133057
	Iteration 4Q: 3 clusters Score -8354900 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -8357053.500000 Penalty: 3603.133057
	Iteration 5F: 3 clusters Score -8357054 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -8360300.000000 Penalty: 3603.133057
	Iteration 6F: 3 clusters Score -8360300 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -8363955.000000 Penalty: 3603.133057
	Iteration 7F: 3 clusters Score -8363955 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -8366904.000000 Penalty: 3603.133057
	Iteration 8F: 3 clusters Score -8366904 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -8368786.500000 Penalty: 3603.133057
	Iteration 9Q: 3 clusters Score -8368786 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -8369867.000000 Penalty: 3603.133057
	Iteration 10Q: 3 clusters Score -8369867 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -8370298.500000 Penalty: 3603.133057
	Iteration 11Q: 3 clusters Score -8370298 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -8370558.000000 Penalty: 3603.133057
	Iteration 12Q: 3 clusters Score -8370558 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -8370744.500000 Penalty: 3603.133057
	Iteration 13Q: 3 clusters Score -8370744 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -8370921.000000 Penalty: 3603.133057
	Iteration 14Q: 3 clusters Score -8370921 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -8371165.500000 Penalty: 3603.133057
	Iteration 15Q: 3 clusters Score -8371166 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -8371367.000000 Penalty: 3603.133057
	Iteration 16Q: 3 clusters Score -8371367 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -8371573.000000 Penalty: 3603.133057
	Iteration 17Q: 3 clusters Score -8371573 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -8371778.500000 Penalty: 3603.133057
	Iteration 18Q: 3 clusters Score -8371778 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -8371910.500000 Penalty: 3603.133057
	Iteration 19Q: 3 clusters Score -8371910 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -8372074.500000 Penalty: 3603.133057
	Iteration 20F: 3 clusters Score -8372074 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -8372215.000000 Penalty: 3603.133057
	Iteration 21Q: 3 clusters Score -8372215 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -8372361.500000 Penalty: 3603.133057
	Iteration 22Q: 3 clusters Score -8372362 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -8372488.500000 Penalty: 3603.133057
	Iteration 23Q: 3 clusters Score -8372488 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -8372640.500000 Penalty: 3603.133057
	Iteration 24Q: 3 clusters Score -8372640 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -8372799.000000 Penalty: 3603.133057
	Iteration 25Q: 3 clusters Score -8372799 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -8372945.500000 Penalty: 3603.133057
	Iteration 26Q: 3 clusters Score -8372946 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -8373059.500000 Penalty: 3603.133057
	Iteration 27Q: 3 clusters Score -8373060 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -8373169.000000 Penalty: 3603.133057
	Iteration 28Q: 3 clusters Score -8373169 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -8373274.500000 Penalty: 3603.133057
	Iteration 29Q: 3 clusters Score -8373274 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -8373379.000000 Penalty: 3603.133057
	Iteration 30Q: 3 clusters Score -8373379 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -8373455.500000 Penalty: 3603.133057
	Iteration 31Q: 3 clusters Score -8373456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -8373552.000000 Penalty: 3603.133057
	Iteration 32Q: 3 clusters Score -8373552 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -8373631.000000 Penalty: 3603.133057
	Iteration 33Q: 3 clusters Score -8373631 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -8373698.500000 Penalty: 3603.133057
	Iteration 34Q: 3 clusters Score -8373698 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -8373764.000000 Penalty: 3603.133057
	Iteration 35Q: 3 clusters Score -8373764 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -8373836.500000 Penalty: 3603.133057
	Iteration 36Q: 3 clusters Score -8373836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -8373899.500000 Penalty: 3603.133057
	Iteration 37Q: 3 clusters Score -8373900 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -8373976.500000 Penalty: 3603.133057
	Iteration 38Q: 3 clusters Score -8373976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -8374052.000000 Penalty: 3603.133057
	Iteration 39Q: 3 clusters Score -8374052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -8374110.500000 Penalty: 3603.133057
	Iteration 40F: 3 clusters Score -8374110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -8374176.500000 Penalty: 3603.133057
	Iteration 41Q: 3 clusters Score -8374176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -8374232.000000 Penalty: 3603.133057
	Iteration 42Q: 3 clusters Score -8374232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -8374273.500000 Penalty: 3603.133057
	Iteration 43Q: 3 clusters Score -8374274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -8374329.500000 Penalty: 3603.133057
	Iteration 44Q: 3 clusters Score -8374330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -8374398.500000 Penalty: 3603.133057
	Iteration 45Q: 3 clusters Score -8374398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -8374423.500000 Penalty: 3603.133057
	Iteration 46Q: 3 clusters Score -8374424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -8374438.500000 Penalty: 3603.133057
	Iteration 47Q: 3 clusters Score -8374438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -8374481.500000 Penalty: 3603.133057
	Iteration 48Q: 3 clusters Score -8374482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -8374504.500000 Penalty: 3603.133057
	Iteration 49Q: 3 clusters Score -8374504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -8374553.500000 Penalty: 3603.133057
	Iteration 50Q: 3 clusters Score -8374554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -8374578.000000 Penalty: 3603.133057
	Iteration 51Q: 3 clusters Score -8374578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -8374589.500000 Penalty: 3603.133057
	Iteration 52Q: 3 clusters Score -8374590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -8374603.000000 Penalty: 3603.133057
	Iteration 53Q: 3 clusters Score -8374603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -8374630.000000 Penalty: 3603.133057
	Iteration 54Q: 3 clusters Score -8374630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -8374641.500000 Penalty: 3603.133057
	Iteration 55Q: 3 clusters Score -8374642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -8374660.500000 Penalty: 3603.133057
	Iteration 56Q: 3 clusters Score -8374660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -8374675.000000 Penalty: 3603.133057
	Iteration 57Q: 3 clusters Score -8374675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -8374689.000000 Penalty: 3603.133057
	Iteration 58Q: 3 clusters Score -8374689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -8374703.000000 Penalty: 3603.133057
	Iteration 59Q: 3 clusters Score -8374703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -8374712.000000 Penalty: 3603.133057
	Iteration 60F: 3 clusters Score -8374712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -8374721.000000 Penalty: 3603.133057
	Iteration 61Q: 3 clusters Score -8374721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -8374726.500000 Penalty: 3603.133057
	Iteration 62Q: 3 clusters Score -8374726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -8374739.000000 Penalty: 3603.133057
	Iteration 63Q: 3 clusters Score -8374739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -8374743.500000 Penalty: 3603.133057
	Iteration 64Q: 3 clusters Score -8374744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -8374750.000000 Penalty: 3603.133057
	Iteration 65Q: 3 clusters Score -8374750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -8374762.000000 Penalty: 3603.133057
	Iteration 66Q: 3 clusters Score -8374762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -8374773.000000 Penalty: 3603.133057
	Iteration 67Q: 3 clusters Score -8374773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -8374779.500000 Penalty: 3603.133057
	Iteration 68Q: 3 clusters Score -8374780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -8374779.500000 Penalty: 3603.133057
	Iteration 69Q: 3 clusters Score -8374780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -8374786.500000 Penalty: 3603.133057
	Iteration 70Q: 3 clusters Score -8374786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -8374777.500000 Penalty: 3603.133057
	Iteration 71Q: 3 clusters Score -8374778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -8374785.000000 Penalty: 3603.133057
	Iteration 72Q: 3 clusters Score -8374785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -8374786.000000 Penalty: 3603.133057
	Iteration 73Q: 3 clusters Score -8374786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -8374793.500000 Penalty: 3603.133057
	Iteration 74Q: 3 clusters Score -8374794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -8374796.000000 Penalty: 3603.133057
	Iteration 75Q: 3 clusters Score -8374796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -8374789.500000 Penalty: 3603.133057
	Iteration 76Q: 3 clusters Score -8374790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -8374782.000000 Penalty: 3603.133057
	Iteration 77Q: 3 clusters Score -8374782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -8374792.000000 Penalty: 3603.133057
	Iteration 78Q: 3 clusters Score -8374792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -8374796.500000 Penalty: 3603.133057
	Iteration 79Q: 3 clusters Score -8374796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -8374796.500000 Penalty: 3603.133057
	Iteration 80F: 3 clusters Score -8374796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -8374797.500000 Penalty: 3603.133057
	Iteration 81Q: 3 clusters Score -8374798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -8374799.000000 Penalty: 3603.133057
	Iteration 82Q: 3 clusters Score -8374799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -8374806.500000 Penalty: 3603.133057
	Iteration 83Q: 3 clusters Score -8374806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -8374810.500000 Penalty: 3603.133057
	Iteration 84Q: 3 clusters Score -8374810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -8374811.500000 Penalty: 3603.133057
	Iteration 85Q: 3 clusters Score -8374812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -8374816.000000 Penalty: 3603.133057
	Iteration 86Q: 3 clusters Score -8374816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -8374815.000000 Penalty: 3603.133057
	Iteration 87Q: 3 clusters Score -8374815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -8374812.500000 Penalty: 3603.133057
	Iteration 88Q: 3 clusters Score -8374812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -8374826.000000 Penalty: 3603.133057
	Iteration 89Q: 3 clusters Score -8374826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -8374830.000000 Penalty: 3603.133057
	Iteration 90Q: 3 clusters Score -8374830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -8374825.500000 Penalty: 3603.133057
	Iteration 91Q: 3 clusters Score -8374826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -8374839.000000 Penalty: 3603.133057
	Iteration 92Q: 3 clusters Score -8374839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -8374843.500000 Penalty: 3603.133057
	Iteration 93Q: 3 clusters Score -8374844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -8374836.000000 Penalty: 3603.133057
	Iteration 94Q: 3 clusters Score -8374836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -8374846.500000 Penalty: 3603.133057
	Iteration 95Q: 3 clusters Score -8374846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -8374852.500000 Penalty: 3603.133057
	Iteration 96Q: 3 clusters Score -8374852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -8374853.500000 Penalty: 3603.133057
	Iteration 97Q: 3 clusters Score -8374854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -8374855.000000 Penalty: 3603.133057
	Iteration 98Q: 3 clusters Score -8374855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -8374853.500000 Penalty: 3603.133057
	Iteration 99Q: 3 clusters Score -8374854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -8374857.500000 Penalty: 3603.133057
	Iteration 100F: 3 clusters Score -8374858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Entering Unmasked Estep 
Score: -5865509.500000 Penalty: 1743.177490
	Iteration 0F: 2 clusters Score -5865510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5835985.000000 Penalty: 3486.354980
	Iteration 0F: 3 clusters Score -5835985 nChanged 21154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -5847567.500000 Penalty: 3486.354980
	Iteration 1F: 3 clusters Score -5847568 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -5847974.500000 Penalty: 3486.354980
	Iteration 2Q: 3 clusters Score -5847974 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -5848368.000000 Penalty: 3486.354980
	Iteration 3Q: 3 clusters Score -5848368 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5848903.000000 Penalty: 3486.354980
	Iteration 4Q: 3 clusters Score -5848903 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -5849630.500000 Penalty: 3486.354980
	Iteration 5Q: 3 clusters Score -5849630 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -5850791.000000 Penalty: 3486.354980
	Iteration 6F: 3 clusters Score -5850791 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -5852506.500000 Penalty: 3486.354980
	Iteration 7F: 3 clusters Score -5852506 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -5855044.000000 Penalty: 3486.354980
	Iteration 8F: 3 clusters Score -5855044 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -5858036.000000 Penalty: 3486.354980
	Iteration 9F: 3 clusters Score -5858036 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -5860752.500000 Penalty: 3486.354980
	Iteration 10F: 3 clusters Score -5860752 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5862511.500000 Penalty: 3486.354980
	Iteration 11Q: 3 clusters Score -5862512 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5863393.000000 Penalty: 3486.354980
	Iteration 12Q: 3 clusters Score -5863393 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5863725.500000 Penalty: 3486.354980
	Iteration 13Q: 3 clusters Score -5863726 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5863850.000000 Penalty: 3486.354980
	Iteration 14Q: 3 clusters Score -5863850 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5863944.500000 Penalty: 3486.354980
	Iteration 15Q: 3 clusters Score -5863944 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5864030.000000 Penalty: 3486.354980
	Iteration 16Q: 3 clusters Score -5864030 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5864073.500000 Penalty: 3486.354980
	Iteration 17Q: 3 clusters Score -5864074 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5864134.500000 Penalty: 3486.354980
	Iteration 18Q: 3 clusters Score -5864134 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5864163.000000 Penalty: 3486.354980
	Iteration 19Q: 3 clusters Score -5864163 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5864170.500000 Penalty: 3486.354980
	Iteration 20F: 3 clusters Score -5864170 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5864176.500000 Penalty: 3486.354980
	Iteration 21Q: 3 clusters Score -5864176 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5864187.500000 Penalty: 3486.354980
	Iteration 22Q: 3 clusters Score -5864188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5864197.000000 Penalty: 3486.354980
	Iteration 23Q: 3 clusters Score -5864197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5864195.500000 Penalty: 3486.354980
	Iteration 24Q: 3 clusters Score -5864196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5864204.000000 Penalty: 3486.354980
	Iteration 25Q: 3 clusters Score -5864204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5864189.500000 Penalty: 3486.354980
	Iteration 26Q: 3 clusters Score -5864190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5864203.500000 Penalty: 3486.354980
	Iteration 27Q: 3 clusters Score -5864204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5864209.000000 Penalty: 3486.354980
	Iteration 28Q: 3 clusters Score -5864209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5864206.500000 Penalty: 3486.354980
	Iteration 29Q: 3 clusters Score -5864206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5864213.500000 Penalty: 3486.354980
	Iteration 30Q: 3 clusters Score -5864214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5864216.500000 Penalty: 3486.354980
	Iteration 31Q: 3 clusters Score -5864216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5864207.500000 Penalty: 3486.354980
	Iteration 32Q: 3 clusters Score -5864208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5864211.000000 Penalty: 3486.354980
	Iteration 33Q: 3 clusters Score -5864211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5864212.000000 Penalty: 3486.354980
	Iteration 34Q: 3 clusters Score -5864212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5864208.500000 Penalty: 3486.354980
	Iteration 35Q: 3 clusters Score -5864208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5864215.500000 Penalty: 3486.354980
	Iteration 36Q: 3 clusters Score -5864216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5864216.000000 Penalty: 3486.354980
	Iteration 37Q: 3 clusters Score -5864216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5864218.500000 Penalty: 3486.354980
	Iteration 38Q: 3 clusters Score -5864218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5864220.500000 Penalty: 3486.354980
	Iteration 39Q: 3 clusters Score -5864220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5864219.000000 Penalty: 3486.354980
	Iteration 40F: 3 clusters Score -5864219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5864220.500000 Penalty: 3486.354980
	Iteration 41Q: 3 clusters Score -5864220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5864219.000000 Penalty: 3486.354980
	Iteration 42Q: 3 clusters Score -5864219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5864221.500000 Penalty: 3486.354980
	Iteration 43Q: 3 clusters Score -5864222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5864218.500000 Penalty: 3486.354980
	Iteration 44Q: 3 clusters Score -5864218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5864218.500000 Penalty: 3486.354980
	Iteration 45F: 3 clusters Score -5864218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Entering Unmasked Estep 
Score: -6539285.500000 Penalty: 1760.614258
	Iteration 0F: 2 clusters Score -6539286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -6506222.000000 Penalty: 3521.228516
	Iteration 0F: 3 clusters Score -6506222 nChanged 23751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -6519779.000000 Penalty: 3521.228516
	Iteration 1F: 3 clusters Score -6519779 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -6520517.500000 Penalty: 3521.228516
	Iteration 2Q: 3 clusters Score -6520518 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6521517.000000 Penalty: 3521.228516
	Iteration 3Q: 3 clusters Score -6521517 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -6522931.000000 Penalty: 3521.228516
	Iteration 4Q: 3 clusters Score -6522931 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -6524524.000000 Penalty: 3521.228516
	Iteration 5F: 3 clusters Score -6524524 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6526158.000000 Penalty: 3521.228516
	Iteration 6F: 3 clusters Score -6526158 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -6527791.000000 Penalty: 3521.228516
	Iteration 7F: 3 clusters Score -6527791 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -6529176.000000 Penalty: 3521.228516
	Iteration 8F: 3 clusters Score -6529176 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -6530310.500000 Penalty: 3521.228516
	Iteration 9Q: 3 clusters Score -6530310 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -6531145.500000 Penalty: 3521.228516
	Iteration 10Q: 3 clusters Score -6531146 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -6531849.500000 Penalty: 3521.228516
	Iteration 11Q: 3 clusters Score -6531850 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -6532557.000000 Penalty: 3521.228516
	Iteration 12Q: 3 clusters Score -6532557 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -6533077.500000 Penalty: 3521.228516
	Iteration 13Q: 3 clusters Score -6533078 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -6533452.000000 Penalty: 3521.228516
	Iteration 14Q: 3 clusters Score -6533452 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -6533772.000000 Penalty: 3521.228516
	Iteration 15Q: 3 clusters Score -6533772 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -6533937.500000 Penalty: 3521.228516
	Iteration 16Q: 3 clusters Score -6533938 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -6534085.500000 Penalty: 3521.228516
	Iteration 17Q: 3 clusters Score -6534086 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -6534210.000000 Penalty: 3521.228516
	Iteration 18Q: 3 clusters Score -6534210 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -6534325.000000 Penalty: 3521.228516
	Iteration 19Q: 3 clusters Score -6534325 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -6534463.000000 Penalty: 3521.228516
	Iteration 20F: 3 clusters Score -6534463 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -6534577.500000 Penalty: 3521.228516
	Iteration 21Q: 3 clusters Score -6534578 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -6534685.000000 Penalty: 3521.228516
	Iteration 22Q: 3 clusters Score -6534685 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -6534790.500000 Penalty: 3521.228516
	Iteration 23Q: 3 clusters Score -6534790 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -6534910.500000 Penalty: 3521.228516
	Iteration 24Q: 3 clusters Score -6534910 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6535040.500000 Penalty: 3521.228516
	Iteration 25Q: 3 clusters Score -6535040 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -6535192.500000 Penalty: 3521.228516
	Iteration 26Q: 3 clusters Score -6535192 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6535356.500000 Penalty: 3521.228516
	Iteration 27Q: 3 clusters Score -6535356 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6535576.000000 Penalty: 3521.228516
	Iteration 28Q: 3 clusters Score -6535576 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6535807.500000 Penalty: 3521.228516
	Iteration 29Q: 3 clusters Score -6535808 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6536139.000000 Penalty: 3521.228516
	Iteration 30Q: 3 clusters Score -6536139 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6536461.000000 Penalty: 3521.228516
	Iteration 31Q: 3 clusters Score -6536461 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6536742.000000 Penalty: 3521.228516
	Iteration 32Q: 3 clusters Score -6536742 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6536948.500000 Penalty: 3521.228516
	Iteration 33Q: 3 clusters Score -6536948 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6537119.500000 Penalty: 3521.228516
	Iteration 34Q: 3 clusters Score -6537120 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6537242.000000 Penalty: 3521.228516
	Iteration 35Q: 3 clusters Score -6537242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6537322.500000 Penalty: 3521.228516
	Iteration 36Q: 3 clusters Score -6537322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6537376.500000 Penalty: 3521.228516
	Iteration 37Q: 3 clusters Score -6537376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6537423.000000 Penalty: 3521.228516
	Iteration 38Q: 3 clusters Score -6537423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6537445.500000 Penalty: 3521.228516
	Iteration 39Q: 3 clusters Score -6537446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6537538.000000 Penalty: 3521.228516
	Iteration 40F: 3 clusters Score -6537538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6537622.000000 Penalty: 3521.228516
	Iteration 41Q: 3 clusters Score -6537622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6537670.500000 Penalty: 3521.228516
	Iteration 42Q: 3 clusters Score -6537670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6537696.500000 Penalty: 3521.228516
	Iteration 43Q: 3 clusters Score -6537696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6537724.500000 Penalty: 3521.228516
	Iteration 44Q: 3 clusters Score -6537724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6537729.500000 Penalty: 3521.228516
	Iteration 45Q: 3 clusters Score -6537730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6537741.500000 Penalty: 3521.228516
	Iteration 46Q: 3 clusters Score -6537742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6537754.500000 Penalty: 3521.228516
	Iteration 47Q: 3 clusters Score -6537754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6537760.500000 Penalty: 3521.228516
	Iteration 48Q: 3 clusters Score -6537760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6537767.000000 Penalty: 3521.228516
	Iteration 49Q: 3 clusters Score -6537767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6537769.500000 Penalty: 3521.228516
	Iteration 50Q: 3 clusters Score -6537770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6537768.000000 Penalty: 3521.228516
	Iteration 51Q: 3 clusters Score -6537768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6537774.000000 Penalty: 3521.228516
	Iteration 52Q: 3 clusters Score -6537774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6537779.500000 Penalty: 3521.228516
	Iteration 53Q: 3 clusters Score -6537780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6537779.500000 Penalty: 3521.228516
	Iteration 54F: 3 clusters Score -6537780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Entering Unmasked Estep 
Score: -7059253.500000 Penalty: 1775.704468
	Iteration 0F: 2 clusters Score -7059254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -7022069.500000 Penalty: 3551.408936
	Iteration 0F: 3 clusters Score -7022070 nChanged 26279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -7037058.000000 Penalty: 3551.408936
	Iteration 1F: 3 clusters Score -7037058 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -7037544.000000 Penalty: 3551.408936
	Iteration 2Q: 3 clusters Score -7037544 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -7038078.500000 Penalty: 3551.408936
	Iteration 3Q: 3 clusters Score -7038078 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -7038784.500000 Penalty: 3551.408936
	Iteration 4Q: 3 clusters Score -7038784 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -7040010.000000 Penalty: 3551.408936
	Iteration 5Q: 3 clusters Score -7040010 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -7041648.000000 Penalty: 3551.408936
	Iteration 6F: 3 clusters Score -7041648 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -7043897.500000 Penalty: 3551.408936
	Iteration 7F: 3 clusters Score -7043898 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -7046828.500000 Penalty: 3551.408936
	Iteration 8F: 3 clusters Score -7046828 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -7049524.500000 Penalty: 3551.408936
	Iteration 9F: 3 clusters Score -7049524 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -7051452.000000 Penalty: 3551.408936
	Iteration 10F: 3 clusters Score -7051452 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -7052567.500000 Penalty: 3551.408936
	Iteration 11Q: 3 clusters Score -7052568 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -7053278.000000 Penalty: 3551.408936
	Iteration 12Q: 3 clusters Score -7053278 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -7053725.000000 Penalty: 3551.408936
	Iteration 13Q: 3 clusters Score -7053725 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -7054092.000000 Penalty: 3551.408936
	Iteration 14Q: 3 clusters Score -7054092 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -7054351.500000 Penalty: 3551.408936
	Iteration 15Q: 3 clusters Score -7054352 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7054518.500000 Penalty: 3551.408936
	Iteration 16Q: 3 clusters Score -7054518 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -7054732.500000 Penalty: 3551.408936
	Iteration 17Q: 3 clusters Score -7054732 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -7054866.000000 Penalty: 3551.408936
	Iteration 18Q: 3 clusters Score -7054866 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -7055019.500000 Penalty: 3551.408936
	Iteration 19Q: 3 clusters Score -7055020 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -7055177.000000 Penalty: 3551.408936
	Iteration 20F: 3 clusters Score -7055177 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -7055255.500000 Penalty: 3551.408936
	Iteration 21Q: 3 clusters Score -7055256 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -7055316.500000 Penalty: 3551.408936
	Iteration 22Q: 3 clusters Score -7055316 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -7055390.000000 Penalty: 3551.408936
	Iteration 23Q: 3 clusters Score -7055390 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -7055495.500000 Penalty: 3551.408936
	Iteration 24Q: 3 clusters Score -7055496 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -7055585.000000 Penalty: 3551.408936
	Iteration 25Q: 3 clusters Score -7055585 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -7055698.500000 Penalty: 3551.408936
	Iteration 26Q: 3 clusters Score -7055698 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -7055761.000000 Penalty: 3551.408936
	Iteration 27Q: 3 clusters Score -7055761 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -7055825.500000 Penalty: 3551.408936
	Iteration 28Q: 3 clusters Score -7055826 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -7055896.500000 Penalty: 3551.408936
	Iteration 29Q: 3 clusters Score -7055896 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -7055957.000000 Penalty: 3551.408936
	Iteration 30Q: 3 clusters Score -7055957 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -7055967.500000 Penalty: 3551.408936
	Iteration 31Q: 3 clusters Score -7055968 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -7056004.500000 Penalty: 3551.408936
	Iteration 32Q: 3 clusters Score -7056004 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -7056060.000000 Penalty: 3551.408936
	Iteration 33Q: 3 clusters Score -7056060 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -7056087.000000 Penalty: 3551.408936
	Iteration 34Q: 3 clusters Score -7056087 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -7056128.000000 Penalty: 3551.408936
	Iteration 35Q: 3 clusters Score -7056128 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -7056125.000000 Penalty: 3551.408936
	Iteration 36Q: 3 clusters Score -7056125 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -7056149.500000 Penalty: 3551.408936
	Iteration 37Q: 3 clusters Score -7056150 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -7056170.500000 Penalty: 3551.408936
	Iteration 38Q: 3 clusters Score -7056170 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -7056188.000000 Penalty: 3551.408936
	Iteration 39Q: 3 clusters Score -7056188 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -7056218.000000 Penalty: 3551.408936
	Iteration 40F: 3 clusters Score -7056218 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -7056240.500000 Penalty: 3551.408936
	Iteration 41Q: 3 clusters Score -7056240 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -7056268.000000 Penalty: 3551.408936
	Iteration 42Q: 3 clusters Score -7056268 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -7056295.500000 Penalty: 3551.408936
	Iteration 43Q: 3 clusters Score -7056296 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -7056288.500000 Penalty: 3551.408936
	Iteration 44Q: 3 clusters Score -7056288 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -7056280.000000 Penalty: 3551.408936
	Iteration 45Q: 3 clusters Score -7056280 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -7056276.500000 Penalty: 3551.408936
	Iteration 46Q: 3 clusters Score -7056276 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -7056273.000000 Penalty: 3551.408936
	Iteration 47Q: 3 clusters Score -7056273 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -7056286.000000 Penalty: 3551.408936
	Iteration 48Q: 3 clusters Score -7056286 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -7056303.000000 Penalty: 3551.408936
	Iteration 49Q: 3 clusters Score -7056303 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -7056317.000000 Penalty: 3551.408936
	Iteration 50Q: 3 clusters Score -7056317 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -7056334.500000 Penalty: 3551.408936
	Iteration 51Q: 3 clusters Score -7056334 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -7056344.000000 Penalty: 3551.408936
	Iteration 52Q: 3 clusters Score -7056344 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -7056347.000000 Penalty: 3551.408936
	Iteration 53Q: 3 clusters Score -7056347 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -7056356.000000 Penalty: 3551.408936
	Iteration 54Q: 3 clusters Score -7056356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -7056368.000000 Penalty: 3551.408936
	Iteration 55Q: 3 clusters Score -7056368 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -7056364.500000 Penalty: 3551.408936
	Iteration 56Q: 3 clusters Score -7056364 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -7056348.500000 Penalty: 3551.408936
	Iteration 57Q: 3 clusters Score -7056348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -7056348.000000 Penalty: 3551.408936
	Iteration 58Q: 3 clusters Score -7056348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -7056359.500000 Penalty: 3551.408936
	Iteration 59Q: 3 clusters Score -7056360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -7056368.000000 Penalty: 3551.408936
	Iteration 60F: 3 clusters Score -7056368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7056364.000000 Penalty: 3551.408936
	Iteration 61Q: 3 clusters Score -7056364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -7056366.000000 Penalty: 3551.408936
	Iteration 62Q: 3 clusters Score -7056366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -7056359.500000 Penalty: 3551.408936
	Iteration 63Q: 3 clusters Score -7056360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -7056350.000000 Penalty: 3551.408936
	Iteration 64Q: 3 clusters Score -7056350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -7056360.500000 Penalty: 3551.408936
	Iteration 65Q: 3 clusters Score -7056360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7056363.500000 Penalty: 3551.408936
	Iteration 66Q: 3 clusters Score -7056364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7056366.000000 Penalty: 3551.408936
	Iteration 67Q: 3 clusters Score -7056366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -7056376.000000 Penalty: 3551.408936
	Iteration 68Q: 3 clusters Score -7056376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -7056384.500000 Penalty: 3551.408936
	Iteration 69Q: 3 clusters Score -7056384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -7056379.000000 Penalty: 3551.408936
	Iteration 70Q: 3 clusters Score -7056379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -7056368.000000 Penalty: 3551.408936
	Iteration 71Q: 3 clusters Score -7056368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -7056374.000000 Penalty: 3551.408936
	Iteration 72Q: 3 clusters Score -7056374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -7056360.000000 Penalty: 3551.408936
	Iteration 73Q: 3 clusters Score -7056360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -7056373.000000 Penalty: 3551.408936
	Iteration 74Q: 3 clusters Score -7056373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7056375.000000 Penalty: 3551.408936
	Iteration 75Q: 3 clusters Score -7056375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -7056370.000000 Penalty: 3551.408936
	Iteration 76Q: 3 clusters Score -7056370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7056368.500000 Penalty: 3551.408936
	Iteration 77Q: 3 clusters Score -7056368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -7056374.500000 Penalty: 3551.408936
	Iteration 78Q: 3 clusters Score -7056374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -7056380.500000 Penalty: 3551.408936
	Iteration 79Q: 3 clusters Score -7056380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -7056375.000000 Penalty: 3551.408936
	Iteration 80F: 3 clusters Score -7056375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -7056369.500000 Penalty: 3551.408936
	Iteration 81Q: 3 clusters Score -7056370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -7056375.000000 Penalty: 3551.408936
	Iteration 82Q: 3 clusters Score -7056375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -7056369.000000 Penalty: 3551.408936
	Iteration 83Q: 3 clusters Score -7056369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -7056367.000000 Penalty: 3551.408936
	Iteration 84Q: 3 clusters Score -7056367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -7056367.000000 Penalty: 3551.408936
	Iteration 85Q: 3 clusters Score -7056367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7056367.000000 Penalty: 3551.408936
	Iteration 86Q: 3 clusters Score -7056367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7056370.000000 Penalty: 3551.408936
	Iteration 87Q: 3 clusters Score -7056370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7056362.500000 Penalty: 3551.408936
	Iteration 88Q: 3 clusters Score -7056362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7056357.000000 Penalty: 3551.408936
	Iteration 89Q: 3 clusters Score -7056357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -7056351.500000 Penalty: 3551.408936
	Iteration 90Q: 3 clusters Score -7056352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -7056351.000000 Penalty: 3551.408936
	Iteration 91Q: 3 clusters Score -7056351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -7056347.500000 Penalty: 3551.408936
	Iteration 92Q: 3 clusters Score -7056348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -7056349.000000 Penalty: 3551.408936
	Iteration 93Q: 3 clusters Score -7056349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7056352.500000 Penalty: 3551.408936
	Iteration 94Q: 3 clusters Score -7056352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -7056356.500000 Penalty: 3551.408936
	Iteration 95Q: 3 clusters Score -7056356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7056353.000000 Penalty: 3551.408936
	Iteration 96Q: 3 clusters Score -7056353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -7056355.000000 Penalty: 3551.408936
	Iteration 97Q: 3 clusters Score -7056355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -7056369.000000 Penalty: 3551.408936
	Iteration 98Q: 3 clusters Score -7056369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -7056366.000000 Penalty: 3551.408936
	Iteration 99Q: 3 clusters Score -7056366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7056361.500000 Penalty: 3551.408936
	Iteration 100F: 3 clusters Score -7056362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7056370.500000 Penalty: 3551.408936
	Iteration 101Q: 3 clusters Score -7056370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -7056363.000000 Penalty: 3551.408936
	Iteration 102Q: 3 clusters Score -7056363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -7056365.500000 Penalty: 3551.408936
	Iteration 103Q: 3 clusters Score -7056366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7056362.000000 Penalty: 3551.408936
	Iteration 104Q: 3 clusters Score -7056362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -7056363.000000 Penalty: 3551.408936
	Iteration 105Q: 3 clusters Score -7056363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -7056362.000000 Penalty: 3551.408936
	Iteration 106Q: 3 clusters Score -7056362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -7056366.500000 Penalty: 3551.408936
	Iteration 107Q: 3 clusters Score -7056366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -7056361.500000 Penalty: 3551.408936
	Iteration 108Q: 3 clusters Score -7056362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -7056361.500000 Penalty: 3551.408936
	Iteration 109Q: 3 clusters Score -7056362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -7056361.000000 Penalty: 3551.408936
	Iteration 110Q: 3 clusters Score -7056361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -7056365.500000 Penalty: 3551.408936
	Iteration 111Q: 3 clusters Score -7056366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -7056365.500000 Penalty: 3551.408936
	Iteration 112Q: 3 clusters Score -7056366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -7056365.500000 Penalty: 3551.408936
	Iteration 113Q: 3 clusters Score -7056366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -7056365.500000 Penalty: 3551.408936
	Iteration 114F: 3 clusters Score -7056366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -63102.433594 Penalty: 1022.380005
	Iteration 0F: 2 clusters Score -63102.43 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 267 members 
Entering Unmasked Estep 
Score: -62010.519531 Penalty: 2044.760010
	Iteration 0F: 3 clusters Score -62010.52 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62180.058594 Penalty: 2044.760010
	Iteration 1F: 3 clusters Score -62180.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62234.519531 Penalty: 2044.760010
	Iteration 2F: 3 clusters Score -62234.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62267.003906 Penalty: 2044.760010
	Iteration 3Q: 3 clusters Score -62267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62301.531250 Penalty: 2044.760010
	Iteration 4Q: 3 clusters Score -62301.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62330.457031 Penalty: 2044.760010
	Iteration 5Q: 3 clusters Score -62330.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62356.605469 Penalty: 2044.760010
	Iteration 6Q: 3 clusters Score -62356.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62376.894531 Penalty: 2044.760010
	Iteration 7Q: 3 clusters Score -62376.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62391.175781 Penalty: 2044.760010
	Iteration 8Q: 3 clusters Score -62391.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62411.996094 Penalty: 2044.760010
	Iteration 9Q: 3 clusters Score -62412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -62422.535156 Penalty: 2044.760010
	Iteration 10Q: 3 clusters Score -62422.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -62429.640625 Penalty: 2044.760010
	Iteration 11Q: 3 clusters Score -62429.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62435.269531 Penalty: 2044.760010
	Iteration 12Q: 3 clusters Score -62435.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -62440.296875 Penalty: 2044.760010
	Iteration 13Q: 3 clusters Score -62440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -62448.589844 Penalty: 2044.760010
	Iteration 14Q: 3 clusters Score -62448.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62455.246094 Penalty: 2044.760010
	Iteration 15Q: 3 clusters Score -62455.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62470.132812 Penalty: 2044.760010
	Iteration 16Q: 3 clusters Score -62470.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62475.960938 Penalty: 2044.760010
	Iteration 17Q: 3 clusters Score -62475.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62482.917969 Penalty: 2044.760010
	Iteration 18Q: 3 clusters Score -62482.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62487.585938 Penalty: 2044.760010
	Iteration 19Q: 3 clusters Score -62487.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -62492.800781 Penalty: 2044.760010
	Iteration 20F: 3 clusters Score -62492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62494.578125 Penalty: 2044.760010
	Iteration 21Q: 3 clusters Score -62494.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62494.578125 Penalty: 2044.760010
	Iteration 22F: 3 clusters Score -62494.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -545454.812500 Penalty: 1359.459473
	Iteration 0F: 2 clusters Score -545454.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -541930.812500 Penalty: 2718.918945
	Iteration 0F: 3 clusters Score -541930.8 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -542825.625000 Penalty: 2718.918945
	Iteration 1F: 3 clusters Score -542825.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -542973.125000 Penalty: 2718.918945
	Iteration 2F: 3 clusters Score -542973.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -543085.375000 Penalty: 2718.918945
	Iteration 3Q: 3 clusters Score -543085.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -543189.000000 Penalty: 2718.918945
	Iteration 4Q: 3 clusters Score -543189 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -543279.187500 Penalty: 2718.918945
	Iteration 5Q: 3 clusters Score -543279.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -543349.125000 Penalty: 2718.918945
	Iteration 6Q: 3 clusters Score -543349.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -543396.250000 Penalty: 2718.918945
	Iteration 7Q: 3 clusters Score -543396.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -543446.875000 Penalty: 2718.918945
	Iteration 8Q: 3 clusters Score -543446.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -543493.750000 Penalty: 2718.918945
	Iteration 9Q: 3 clusters Score -543493.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -543533.312500 Penalty: 2718.918945
	Iteration 10Q: 3 clusters Score -543533.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -543574.125000 Penalty: 2718.918945
	Iteration 11Q: 3 clusters Score -543574.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -543610.312500 Penalty: 2718.918945
	Iteration 12Q: 3 clusters Score -543610.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -543641.000000 Penalty: 2718.918945
	Iteration 13Q: 3 clusters Score -543641 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -543671.750000 Penalty: 2718.918945
	Iteration 14Q: 3 clusters Score -543671.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -543706.062500 Penalty: 2718.918945
	Iteration 15Q: 3 clusters Score -543706.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -543733.187500 Penalty: 2718.918945
	Iteration 16Q: 3 clusters Score -543733.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -543761.125000 Penalty: 2718.918945
	Iteration 17Q: 3 clusters Score -543761.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -543786.375000 Penalty: 2718.918945
	Iteration 18Q: 3 clusters Score -543786.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -543819.625000 Penalty: 2718.918945
	Iteration 19Q: 3 clusters Score -543819.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -543853.437500 Penalty: 2718.918945
	Iteration 20F: 3 clusters Score -543853.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -543884.125000 Penalty: 2718.918945
	Iteration 21Q: 3 clusters Score -543884.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -543909.000000 Penalty: 2718.918945
	Iteration 22Q: 3 clusters Score -543909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -543924.250000 Penalty: 2718.918945
	Iteration 23Q: 3 clusters Score -543924.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -543940.437500 Penalty: 2718.918945
	Iteration 24Q: 3 clusters Score -543940.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -543955.062500 Penalty: 2718.918945
	Iteration 25Q: 3 clusters Score -543955.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -543971.250000 Penalty: 2718.918945
	Iteration 26Q: 3 clusters Score -543971.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -543981.937500 Penalty: 2718.918945
	Iteration 27Q: 3 clusters Score -543981.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -543991.312500 Penalty: 2718.918945
	Iteration 28Q: 3 clusters Score -543991.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -544000.937500 Penalty: 2718.918945
	Iteration 29Q: 3 clusters Score -544000.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -544009.250000 Penalty: 2718.918945
	Iteration 30Q: 3 clusters Score -544009.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -544014.687500 Penalty: 2718.918945
	Iteration 31Q: 3 clusters Score -544014.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -544022.125000 Penalty: 2718.918945
	Iteration 32Q: 3 clusters Score -544022.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -544036.687500 Penalty: 2718.918945
	Iteration 33Q: 3 clusters Score -544036.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -544047.312500 Penalty: 2718.918945
	Iteration 34Q: 3 clusters Score -544047.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -544058.875000 Penalty: 2718.918945
	Iteration 35Q: 3 clusters Score -544058.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -544067.562500 Penalty: 2718.918945
	Iteration 36Q: 3 clusters Score -544067.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -544071.625000 Penalty: 2718.918945
	Iteration 37Q: 3 clusters Score -544071.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -544078.500000 Penalty: 2718.918945
	Iteration 38Q: 3 clusters Score -544078.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -544083.500000 Penalty: 2718.918945
	Iteration 39Q: 3 clusters Score -544083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -544085.375000 Penalty: 2718.918945
	Iteration 40F: 3 clusters Score -544085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -544087.437500 Penalty: 2718.918945
	Iteration 41Q: 3 clusters Score -544087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -544088.312500 Penalty: 2718.918945
	Iteration 42Q: 3 clusters Score -544088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -544090.625000 Penalty: 2718.918945
	Iteration 43Q: 3 clusters Score -544090.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -544091.750000 Penalty: 2718.918945
	Iteration 44Q: 3 clusters Score -544091.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -544091.750000 Penalty: 2718.918945
	Iteration 45F: 3 clusters Score -544091.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -330069.218750 Penalty: 1275.641846
	Iteration 0F: 2 clusters Score -330069.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -327586.000000 Penalty: 2551.283691
	Iteration 0F: 3 clusters Score -327586 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -328176.218750 Penalty: 2551.283691
	Iteration 1F: 3 clusters Score -328176.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -328302.625000 Penalty: 2551.283691
	Iteration 2F: 3 clusters Score -328302.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -328368.625000 Penalty: 2551.283691
	Iteration 3Q: 3 clusters Score -328368.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -328408.781250 Penalty: 2551.283691
	Iteration 4Q: 3 clusters Score -328408.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -328443.468750 Penalty: 2551.283691
	Iteration 5Q: 3 clusters Score -328443.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -328466.812500 Penalty: 2551.283691
	Iteration 6Q: 3 clusters Score -328466.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -328478.250000 Penalty: 2551.283691
	Iteration 7Q: 3 clusters Score -328478.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -328487.187500 Penalty: 2551.283691
	Iteration 8Q: 3 clusters Score -328487.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -328495.687500 Penalty: 2551.283691
	Iteration 9Q: 3 clusters Score -328495.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -328502.187500 Penalty: 2551.283691
	Iteration 10Q: 3 clusters Score -328502.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -328508.125000 Penalty: 2551.283691
	Iteration 11Q: 3 clusters Score -328508.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -328514.593750 Penalty: 2551.283691
	Iteration 12Q: 3 clusters Score -328514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -328519.000000 Penalty: 2551.283691
	Iteration 13Q: 3 clusters Score -328519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -328523.250000 Penalty: 2551.283691
	Iteration 14Q: 3 clusters Score -328523.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -328531.093750 Penalty: 2551.283691
	Iteration 15Q: 3 clusters Score -328531.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -328535.937500 Penalty: 2551.283691
	Iteration 16Q: 3 clusters Score -328535.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -328539.812500 Penalty: 2551.283691
	Iteration 17Q: 3 clusters Score -328539.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328543.281250 Penalty: 2551.283691
	Iteration 18Q: 3 clusters Score -328543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -328543.875000 Penalty: 2551.283691
	Iteration 19Q: 3 clusters Score -328543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -328545.312500 Penalty: 2551.283691
	Iteration 20F: 3 clusters Score -328545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -328545.500000 Penalty: 2551.283691
	Iteration 21Q: 3 clusters Score -328545.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -328545.500000 Penalty: 2551.283691
	Iteration 22F: 3 clusters Score -328545.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Entering Unmasked Estep 
Score: -9355402.000000 Penalty: 1822.175293
	Iteration 0F: 2 clusters Score -9355402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -9306307.000000 Penalty: 3644.350586
	Iteration 0F: 3 clusters Score -9306307 nChanged 35325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -9326604.000000 Penalty: 3644.350586
	Iteration 1F: 3 clusters Score -9326604 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -9327150.000000 Penalty: 3644.350586
	Iteration 2Q: 3 clusters Score -9327150 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -9327789.000000 Penalty: 3644.350586
	Iteration 3Q: 3 clusters Score -9327789 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -9328792.000000 Penalty: 3644.350586
	Iteration 4Q: 3 clusters Score -9328792 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -9330163.000000 Penalty: 3644.350586
	Iteration 5Q: 3 clusters Score -9330163 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -9332358.000000 Penalty: 3644.350586
	Iteration 6F: 3 clusters Score -9332358 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -9335535.000000 Penalty: 3644.350586
	Iteration 7F: 3 clusters Score -9335535 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -9339509.000000 Penalty: 3644.350586
	Iteration 8F: 3 clusters Score -9339509 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -9343349.000000 Penalty: 3644.350586
	Iteration 9F: 3 clusters Score -9343349 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -9346295.000000 Penalty: 3644.350586
	Iteration 10F: 3 clusters Score -9346295 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -9348548.000000 Penalty: 3644.350586
	Iteration 11Q: 3 clusters Score -9348548 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -9350136.000000 Penalty: 3644.350586
	Iteration 12Q: 3 clusters Score -9350136 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -9351297.000000 Penalty: 3644.350586
	Iteration 13Q: 3 clusters Score -9351297 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -9352169.000000 Penalty: 3644.350586
	Iteration 14Q: 3 clusters Score -9352169 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -9352805.000000 Penalty: 3644.350586
	Iteration 15Q: 3 clusters Score -9352805 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -9353160.000000 Penalty: 3644.350586
	Iteration 16Q: 3 clusters Score -9353160 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -9353408.000000 Penalty: 3644.350586
	Iteration 17Q: 3 clusters Score -9353408 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -9353567.000000 Penalty: 3644.350586
	Iteration 18Q: 3 clusters Score -9353567 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -9353666.000000 Penalty: 3644.350586
	Iteration 19Q: 3 clusters Score -9353666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -9353734.000000 Penalty: 3644.350586
	Iteration 20F: 3 clusters Score -9353734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -9353764.000000 Penalty: 3644.350586
	Iteration 21Q: 3 clusters Score -9353764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -9353809.000000 Penalty: 3644.350586
	Iteration 22Q: 3 clusters Score -9353809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -9353851.000000 Penalty: 3644.350586
	Iteration 23Q: 3 clusters Score -9353851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -9353877.000000 Penalty: 3644.350586
	Iteration 24Q: 3 clusters Score -9353877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -9353918.000000 Penalty: 3644.350586
	Iteration 25Q: 3 clusters Score -9353918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -9353944.000000 Penalty: 3644.350586
	Iteration 26Q: 3 clusters Score -9353944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -9353976.000000 Penalty: 3644.350586
	Iteration 27Q: 3 clusters Score -9353976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -9353985.000000 Penalty: 3644.350586
	Iteration 28Q: 3 clusters Score -9353985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -9353994.000000 Penalty: 3644.350586
	Iteration 29Q: 3 clusters Score -9353994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -9353995.000000 Penalty: 3644.350586
	Iteration 30Q: 3 clusters Score -9353995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -9353999.000000 Penalty: 3644.350586
	Iteration 31Q: 3 clusters Score -9353999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -9354006.000000 Penalty: 3644.350586
	Iteration 32Q: 3 clusters Score -9354006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -9354022.000000 Penalty: 3644.350586
	Iteration 33Q: 3 clusters Score -9354022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -9354031.000000 Penalty: 3644.350586
	Iteration 34Q: 3 clusters Score -9354031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -9354041.000000 Penalty: 3644.350586
	Iteration 35Q: 3 clusters Score -9354041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -9354035.000000 Penalty: 3644.350586
	Iteration 36Q: 3 clusters Score -9354035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -9354042.000000 Penalty: 3644.350586
	Iteration 37Q: 3 clusters Score -9354042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -9354044.000000 Penalty: 3644.350586
	Iteration 38Q: 3 clusters Score -9354044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -9354052.000000 Penalty: 3644.350586
	Iteration 39Q: 3 clusters Score -9354052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -9354055.000000 Penalty: 3644.350586
	Iteration 40F: 3 clusters Score -9354055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -9354054.000000 Penalty: 3644.350586
	Iteration 41Q: 3 clusters Score -9354054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -9354060.000000 Penalty: 3644.350586
	Iteration 42Q: 3 clusters Score -9354060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -9354070.000000 Penalty: 3644.350586
	Iteration 43Q: 3 clusters Score -9354070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -9354083.000000 Penalty: 3644.350586
	Iteration 44Q: 3 clusters Score -9354083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -9354085.000000 Penalty: 3644.350586
	Iteration 45Q: 3 clusters Score -9354085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9354086.000000 Penalty: 3644.350586
	Iteration 46Q: 3 clusters Score -9354086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -9354089.000000 Penalty: 3644.350586
	Iteration 47Q: 3 clusters Score -9354089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -9354096.000000 Penalty: 3644.350586
	Iteration 48Q: 3 clusters Score -9354096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -9354102.000000 Penalty: 3644.350586
	Iteration 49Q: 3 clusters Score -9354102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -9354109.000000 Penalty: 3644.350586
	Iteration 50Q: 3 clusters Score -9354109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9354112.000000 Penalty: 3644.350586
	Iteration 51Q: 3 clusters Score -9354112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -9354120.000000 Penalty: 3644.350586
	Iteration 52Q: 3 clusters Score -9354120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9354123.000000 Penalty: 3644.350586
	Iteration 53Q: 3 clusters Score -9354123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -9354126.000000 Penalty: 3644.350586
	Iteration 54Q: 3 clusters Score -9354126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -9354131.000000 Penalty: 3644.350586
	Iteration 55Q: 3 clusters Score -9354131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -9354137.000000 Penalty: 3644.350586
	Iteration 56Q: 3 clusters Score -9354137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -9354132.000000 Penalty: 3644.350586
	Iteration 57Q: 3 clusters Score -9354132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9354137.000000 Penalty: 3644.350586
	Iteration 58Q: 3 clusters Score -9354137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -9354135.000000 Penalty: 3644.350586
	Iteration 59Q: 3 clusters Score -9354135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -9354135.000000 Penalty: 3644.350586
	Iteration 60F: 3 clusters Score -9354135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -9354139.000000 Penalty: 3644.350586
	Iteration 61Q: 3 clusters Score -9354139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9354141.000000 Penalty: 3644.350586
	Iteration 62Q: 3 clusters Score -9354141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9354141.000000 Penalty: 3644.350586
	Iteration 63F: 3 clusters Score -9354141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -1442752.500000 Penalty: 1516.151978
	Iteration 0F: 2 clusters Score -1442752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1434684.875000 Penalty: 3032.303955
	Iteration 0F: 3 clusters Score -1434685 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1437373.875000 Penalty: 3032.303955
	Iteration 1F: 3 clusters Score -1437374 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1437596.875000 Penalty: 3032.303955
	Iteration 2F: 3 clusters Score -1437597 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1437747.500000 Penalty: 3032.303955
	Iteration 3Q: 3 clusters Score -1437748 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1437877.250000 Penalty: 3032.303955
	Iteration 4Q: 3 clusters Score -1437877 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1437977.500000 Penalty: 3032.303955
	Iteration 5Q: 3 clusters Score -1437978 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1438070.250000 Penalty: 3032.303955
	Iteration 6Q: 3 clusters Score -1438070 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1438160.500000 Penalty: 3032.303955
	Iteration 7Q: 3 clusters Score -1438160 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1438279.375000 Penalty: 3032.303955
	Iteration 8Q: 3 clusters Score -1438279 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1438444.500000 Penalty: 3032.303955
	Iteration 9Q: 3 clusters Score -1438444 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1438662.500000 Penalty: 3032.303955
	Iteration 10Q: 3 clusters Score -1438662 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1438948.875000 Penalty: 3032.303955
	Iteration 11Q: 3 clusters Score -1438949 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1439257.375000 Penalty: 3032.303955
	Iteration 12Q: 3 clusters Score -1439257 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1439607.875000 Penalty: 3032.303955
	Iteration 13Q: 3 clusters Score -1439608 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1439994.750000 Penalty: 3032.303955
	Iteration 14Q: 3 clusters Score -1439995 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1440347.750000 Penalty: 3032.303955
	Iteration 15Q: 3 clusters Score -1440348 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1440635.500000 Penalty: 3032.303955
	Iteration 16Q: 3 clusters Score -1440636 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1440854.125000 Penalty: 3032.303955
	Iteration 17Q: 3 clusters Score -1440854 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1441024.250000 Penalty: 3032.303955
	Iteration 18Q: 3 clusters Score -1441024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1441138.875000 Penalty: 3032.303955
	Iteration 19Q: 3 clusters Score -1441139 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1441210.875000 Penalty: 3032.303955
	Iteration 20F: 3 clusters Score -1441211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1441264.000000 Penalty: 3032.303955
	Iteration 21Q: 3 clusters Score -1441264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1441306.125000 Penalty: 3032.303955
	Iteration 22Q: 3 clusters Score -1441306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1441331.250000 Penalty: 3032.303955
	Iteration 23Q: 3 clusters Score -1441331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1441351.000000 Penalty: 3032.303955
	Iteration 24Q: 3 clusters Score -1441351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1441369.750000 Penalty: 3032.303955
	Iteration 25Q: 3 clusters Score -1441370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1441393.875000 Penalty: 3032.303955
	Iteration 26Q: 3 clusters Score -1441394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1441413.875000 Penalty: 3032.303955
	Iteration 27Q: 3 clusters Score -1441414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1441427.000000 Penalty: 3032.303955
	Iteration 28Q: 3 clusters Score -1441427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1441438.250000 Penalty: 3032.303955
	Iteration 29Q: 3 clusters Score -1441438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1441446.750000 Penalty: 3032.303955
	Iteration 30Q: 3 clusters Score -1441447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1441454.625000 Penalty: 3032.303955
	Iteration 31Q: 3 clusters Score -1441455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1441462.000000 Penalty: 3032.303955
	Iteration 32Q: 3 clusters Score -1441462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1441466.500000 Penalty: 3032.303955
	Iteration 33Q: 3 clusters Score -1441466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1441468.750000 Penalty: 3032.303955
	Iteration 34Q: 3 clusters Score -1441469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1441469.375000 Penalty: 3032.303955
	Iteration 35Q: 3 clusters Score -1441469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1441470.375000 Penalty: 3032.303955
	Iteration 36Q: 3 clusters Score -1441470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1441470.375000 Penalty: 3032.303955
	Iteration 37F: 3 clusters Score -1441470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Entering Unmasked Estep 
Score: -1584188.500000 Penalty: 1530.650024
	Iteration 0F: 2 clusters Score -1584188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1575479.750000 Penalty: 3061.300049
	Iteration 0F: 3 clusters Score -1575480 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1578529.000000 Penalty: 3061.300049
	Iteration 1F: 3 clusters Score -1578529 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1578788.750000 Penalty: 3061.300049
	Iteration 2F: 3 clusters Score -1578789 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1578989.750000 Penalty: 3061.300049
	Iteration 3Q: 3 clusters Score -1578990 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1579161.500000 Penalty: 3061.300049
	Iteration 4Q: 3 clusters Score -1579162 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1579309.875000 Penalty: 3061.300049
	Iteration 5Q: 3 clusters Score -1579310 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1579470.500000 Penalty: 3061.300049
	Iteration 6Q: 3 clusters Score -1579470 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1579634.750000 Penalty: 3061.300049
	Iteration 7Q: 3 clusters Score -1579635 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1579810.125000 Penalty: 3061.300049
	Iteration 8Q: 3 clusters Score -1579810 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1580013.875000 Penalty: 3061.300049
	Iteration 9Q: 3 clusters Score -1580014 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1580259.250000 Penalty: 3061.300049
	Iteration 10Q: 3 clusters Score -1580259 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1580594.875000 Penalty: 3061.300049
	Iteration 11Q: 3 clusters Score -1580595 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1580946.250000 Penalty: 3061.300049
	Iteration 12Q: 3 clusters Score -1580946 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1581338.250000 Penalty: 3061.300049
	Iteration 13Q: 3 clusters Score -1581338 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1581633.500000 Penalty: 3061.300049
	Iteration 14Q: 3 clusters Score -1581634 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1581787.125000 Penalty: 3061.300049
	Iteration 15Q: 3 clusters Score -1581787 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1581855.000000 Penalty: 3061.300049
	Iteration 16Q: 3 clusters Score -1581855 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1581909.500000 Penalty: 3061.300049
	Iteration 17Q: 3 clusters Score -1581910 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1581949.500000 Penalty: 3061.300049
	Iteration 18Q: 3 clusters Score -1581950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1581991.875000 Penalty: 3061.300049
	Iteration 19Q: 3 clusters Score -1581992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1582024.375000 Penalty: 3061.300049
	Iteration 20F: 3 clusters Score -1582024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1582054.875000 Penalty: 3061.300049
	Iteration 21Q: 3 clusters Score -1582055 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1582095.375000 Penalty: 3061.300049
	Iteration 22Q: 3 clusters Score -1582095 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1582129.500000 Penalty: 3061.300049
	Iteration 23Q: 3 clusters Score -1582130 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1582158.500000 Penalty: 3061.300049
	Iteration 24Q: 3 clusters Score -1582158 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1582184.500000 Penalty: 3061.300049
	Iteration 25Q: 3 clusters Score -1582184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1582213.500000 Penalty: 3061.300049
	Iteration 26Q: 3 clusters Score -1582214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1582245.875000 Penalty: 3061.300049
	Iteration 27Q: 3 clusters Score -1582246 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1582273.625000 Penalty: 3061.300049
	Iteration 28Q: 3 clusters Score -1582274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1582297.750000 Penalty: 3061.300049
	Iteration 29Q: 3 clusters Score -1582298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1582316.000000 Penalty: 3061.300049
	Iteration 30Q: 3 clusters Score -1582316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1582332.375000 Penalty: 3061.300049
	Iteration 31Q: 3 clusters Score -1582332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1582349.250000 Penalty: 3061.300049
	Iteration 32Q: 3 clusters Score -1582349 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1582364.125000 Penalty: 3061.300049
	Iteration 33Q: 3 clusters Score -1582364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1582371.125000 Penalty: 3061.300049
	Iteration 34Q: 3 clusters Score -1582371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1582379.125000 Penalty: 3061.300049
	Iteration 35Q: 3 clusters Score -1582379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1582392.625000 Penalty: 3061.300049
	Iteration 36Q: 3 clusters Score -1582393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1582399.250000 Penalty: 3061.300049
	Iteration 37Q: 3 clusters Score -1582399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1582405.750000 Penalty: 3061.300049
	Iteration 38Q: 3 clusters Score -1582406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1582414.125000 Penalty: 3061.300049
	Iteration 39Q: 3 clusters Score -1582414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1582421.375000 Penalty: 3061.300049
	Iteration 40F: 3 clusters Score -1582421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1582427.500000 Penalty: 3061.300049
	Iteration 41Q: 3 clusters Score -1582428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1582436.125000 Penalty: 3061.300049
	Iteration 42Q: 3 clusters Score -1582436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1582446.375000 Penalty: 3061.300049
	Iteration 43Q: 3 clusters Score -1582446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1582461.375000 Penalty: 3061.300049
	Iteration 44Q: 3 clusters Score -1582461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1582472.750000 Penalty: 3061.300049
	Iteration 45Q: 3 clusters Score -1582473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1582474.000000 Penalty: 3061.300049
	Iteration 46Q: 3 clusters Score -1582474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1582481.375000 Penalty: 3061.300049
	Iteration 47Q: 3 clusters Score -1582481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1582489.875000 Penalty: 3061.300049
	Iteration 48Q: 3 clusters Score -1582490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1582497.750000 Penalty: 3061.300049
	Iteration 49Q: 3 clusters Score -1582498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1582501.500000 Penalty: 3061.300049
	Iteration 50Q: 3 clusters Score -1582502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1582509.250000 Penalty: 3061.300049
	Iteration 51Q: 3 clusters Score -1582509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1582514.250000 Penalty: 3061.300049
	Iteration 52Q: 3 clusters Score -1582514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1582516.000000 Penalty: 3061.300049
	Iteration 53Q: 3 clusters Score -1582516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1582517.000000 Penalty: 3061.300049
	Iteration 54Q: 3 clusters Score -1582517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1582521.250000 Penalty: 3061.300049
	Iteration 55Q: 3 clusters Score -1582521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1582526.000000 Penalty: 3061.300049
	Iteration 56Q: 3 clusters Score -1582526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1582534.750000 Penalty: 3061.300049
	Iteration 57Q: 3 clusters Score -1582535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1582537.500000 Penalty: 3061.300049
	Iteration 58Q: 3 clusters Score -1582538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1582538.500000 Penalty: 3061.300049
	Iteration 59Q: 3 clusters Score -1582538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1582543.125000 Penalty: 3061.300049
	Iteration 60F: 3 clusters Score -1582543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1582548.750000 Penalty: 3061.300049
	Iteration 61Q: 3 clusters Score -1582549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1582557.125000 Penalty: 3061.300049
	Iteration 62Q: 3 clusters Score -1582557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1582555.750000 Penalty: 3061.300049
	Iteration 63Q: 3 clusters Score -1582556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1582558.375000 Penalty: 3061.300049
	Iteration 64Q: 3 clusters Score -1582558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1582559.875000 Penalty: 3061.300049
	Iteration 65Q: 3 clusters Score -1582560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1582564.500000 Penalty: 3061.300049
	Iteration 66Q: 3 clusters Score -1582564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1582564.125000 Penalty: 3061.300049
	Iteration 67Q: 3 clusters Score -1582564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1582569.625000 Penalty: 3061.300049
	Iteration 68Q: 3 clusters Score -1582570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1582571.875000 Penalty: 3061.300049
	Iteration 69Q: 3 clusters Score -1582572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1582571.625000 Penalty: 3061.300049
	Iteration 70Q: 3 clusters Score -1582572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1582577.875000 Penalty: 3061.300049
	Iteration 71Q: 3 clusters Score -1582578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1582581.000000 Penalty: 3061.300049
	Iteration 72Q: 3 clusters Score -1582581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1582585.000000 Penalty: 3061.300049
	Iteration 73Q: 3 clusters Score -1582585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1582594.625000 Penalty: 3061.300049
	Iteration 74Q: 3 clusters Score -1582595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1582601.500000 Penalty: 3061.300049
	Iteration 75Q: 3 clusters Score -1582602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1582608.625000 Penalty: 3061.300049
	Iteration 76Q: 3 clusters Score -1582609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1582621.000000 Penalty: 3061.300049
	Iteration 77Q: 3 clusters Score -1582621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1582629.250000 Penalty: 3061.300049
	Iteration 78Q: 3 clusters Score -1582629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1582632.375000 Penalty: 3061.300049
	Iteration 79Q: 3 clusters Score -1582632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1582636.000000 Penalty: 3061.300049
	Iteration 80F: 3 clusters Score -1582636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1582646.375000 Penalty: 3061.300049
	Iteration 81Q: 3 clusters Score -1582646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1582650.625000 Penalty: 3061.300049
	Iteration 82Q: 3 clusters Score -1582651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1582656.125000 Penalty: 3061.300049
	Iteration 83Q: 3 clusters Score -1582656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1582667.125000 Penalty: 3061.300049
	Iteration 84Q: 3 clusters Score -1582667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1582673.000000 Penalty: 3061.300049
	Iteration 85Q: 3 clusters Score -1582673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1582678.875000 Penalty: 3061.300049
	Iteration 86Q: 3 clusters Score -1582679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1582683.125000 Penalty: 3061.300049
	Iteration 87Q: 3 clusters Score -1582683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1582684.500000 Penalty: 3061.300049
	Iteration 88Q: 3 clusters Score -1582684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1582686.000000 Penalty: 3061.300049
	Iteration 89Q: 3 clusters Score -1582686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1582691.250000 Penalty: 3061.300049
	Iteration 90Q: 3 clusters Score -1582691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1582692.750000 Penalty: 3061.300049
	Iteration 91Q: 3 clusters Score -1582693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1582692.625000 Penalty: 3061.300049
	Iteration 92Q: 3 clusters Score -1582693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1582697.000000 Penalty: 3061.300049
	Iteration 93Q: 3 clusters Score -1582697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1582701.375000 Penalty: 3061.300049
	Iteration 94Q: 3 clusters Score -1582701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1582702.625000 Penalty: 3061.300049
	Iteration 95Q: 3 clusters Score -1582703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1582703.875000 Penalty: 3061.300049
	Iteration 96Q: 3 clusters Score -1582704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1582706.750000 Penalty: 3061.300049
	Iteration 97Q: 3 clusters Score -1582707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1582709.500000 Penalty: 3061.300049
	Iteration 98Q: 3 clusters Score -1582710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1582711.375000 Penalty: 3061.300049
	Iteration 99Q: 3 clusters Score -1582711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1582711.500000 Penalty: 3061.300049
	Iteration 100F: 3 clusters Score -1582712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1582712.250000 Penalty: 3061.300049
	Iteration 101Q: 3 clusters Score -1582712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1582709.500000 Penalty: 3061.300049
	Iteration 102Q: 3 clusters Score -1582710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1582712.000000 Penalty: 3061.300049
	Iteration 103Q: 3 clusters Score -1582712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1582718.250000 Penalty: 3061.300049
	Iteration 104Q: 3 clusters Score -1582718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1582719.750000 Penalty: 3061.300049
	Iteration 105Q: 3 clusters Score -1582720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1582726.500000 Penalty: 3061.300049
	Iteration 106Q: 3 clusters Score -1582726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1582729.875000 Penalty: 3061.300049
	Iteration 107Q: 3 clusters Score -1582730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1582735.375000 Penalty: 3061.300049
	Iteration 108Q: 3 clusters Score -1582735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1582742.375000 Penalty: 3061.300049
	Iteration 109Q: 3 clusters Score -1582742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1582748.125000 Penalty: 3061.300049
	Iteration 110Q: 3 clusters Score -1582748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1582753.500000 Penalty: 3061.300049
	Iteration 111Q: 3 clusters Score -1582754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1582767.500000 Penalty: 3061.300049
	Iteration 112Q: 3 clusters Score -1582768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1582778.125000 Penalty: 3061.300049
	Iteration 113Q: 3 clusters Score -1582778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1582773.750000 Penalty: 3061.300049
	Iteration 114Q: 3 clusters Score -1582774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1582776.250000 Penalty: 3061.300049
	Iteration 115Q: 3 clusters Score -1582776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1582779.750000 Penalty: 3061.300049
	Iteration 116Q: 3 clusters Score -1582780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1582781.125000 Penalty: 3061.300049
	Iteration 117Q: 3 clusters Score -1582781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1582782.500000 Penalty: 3061.300049
	Iteration 118Q: 3 clusters Score -1582782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1582783.750000 Penalty: 3061.300049
	Iteration 119Q: 3 clusters Score -1582784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1582783.500000 Penalty: 3061.300049
	Iteration 120F: 3 clusters Score -1582784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1582785.125000 Penalty: 3061.300049
	Iteration 121Q: 3 clusters Score -1582785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1582785.125000 Penalty: 3061.300049
	Iteration 122F: 3 clusters Score -1582785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7033.906738 Penalty: 680.818909
	Iteration 0F: 2 clusters Score -7033.907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6678.954102 Penalty: 1361.637817
	Iteration 0F: 3 clusters Score -6678.954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6693.632324 Penalty: 1361.637817
	Iteration 1Q: 3 clusters Score -6693.632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6693.632324 Penalty: 1361.637817
	Iteration 2F: 3 clusters Score -6693.632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -10189.581055 Penalty: 787.180420
	Iteration 0F: 2 clusters Score -10189.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9664.126953 Penalty: 1574.360840
	Iteration 0F: 3 clusters Score -9664.127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9728.550781 Penalty: 1574.360840
	Iteration 1F: 3 clusters Score -9728.551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9752.592773 Penalty: 1574.360840
	Iteration 2Q: 3 clusters Score -9752.593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9763.201172 Penalty: 1574.360840
	Iteration 3Q: 3 clusters Score -9763.201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9766.438477 Penalty: 1574.360840
	Iteration 4Q: 3 clusters Score -9766.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9769.081055 Penalty: 1574.360840
	Iteration 5Q: 3 clusters Score -9769.081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9772.601562 Penalty: 1574.360840
	Iteration 6Q: 3 clusters Score -9772.602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9776.613281 Penalty: 1574.360840
	Iteration 7Q: 3 clusters Score -9776.613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9777.905273 Penalty: 1574.360840
	Iteration 8Q: 3 clusters Score -9777.905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9777.905273 Penalty: 1574.360840
	Iteration 9F: 3 clusters Score -9777.905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -1062370.750000 Penalty: 1466.636475
	Iteration 0F: 2 clusters Score -1062371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1056284.875000 Penalty: 2933.272949
	Iteration 0F: 3 clusters Score -1056285 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1058158.250000 Penalty: 2933.272949
	Iteration 1F: 3 clusters Score -1058158 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1058346.375000 Penalty: 2933.272949
	Iteration 2F: 3 clusters Score -1058346 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1058465.125000 Penalty: 2933.272949
	Iteration 3Q: 3 clusters Score -1058465 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1058538.375000 Penalty: 2933.272949
	Iteration 4Q: 3 clusters Score -1058538 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1058592.250000 Penalty: 2933.272949
	Iteration 5Q: 3 clusters Score -1058592 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1058641.875000 Penalty: 2933.272949
	Iteration 6Q: 3 clusters Score -1058642 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1058689.625000 Penalty: 2933.272949
	Iteration 7Q: 3 clusters Score -1058690 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1058740.125000 Penalty: 2933.272949
	Iteration 8Q: 3 clusters Score -1058740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1058790.250000 Penalty: 2933.272949
	Iteration 9Q: 3 clusters Score -1058790 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1058840.625000 Penalty: 2933.272949
	Iteration 10Q: 3 clusters Score -1058841 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1058880.875000 Penalty: 2933.272949
	Iteration 11Q: 3 clusters Score -1058881 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1058924.750000 Penalty: 2933.272949
	Iteration 12Q: 3 clusters Score -1058925 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1058973.000000 Penalty: 2933.272949
	Iteration 13Q: 3 clusters Score -1058973 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1059016.000000 Penalty: 2933.272949
	Iteration 14Q: 3 clusters Score -1059016 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1059067.125000 Penalty: 2933.272949
	Iteration 15Q: 3 clusters Score -1059067 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1059112.000000 Penalty: 2933.272949
	Iteration 16Q: 3 clusters Score -1059112 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1059166.000000 Penalty: 2933.272949
	Iteration 17Q: 3 clusters Score -1059166 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1059222.875000 Penalty: 2933.272949
	Iteration 18Q: 3 clusters Score -1059223 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1059293.125000 Penalty: 2933.272949
	Iteration 19Q: 3 clusters Score -1059293 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1059404.500000 Penalty: 2933.272949
	Iteration 20F: 3 clusters Score -1059404 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1059542.250000 Penalty: 2933.272949
	Iteration 21Q: 3 clusters Score -1059542 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1059713.625000 Penalty: 2933.272949
	Iteration 22Q: 3 clusters Score -1059714 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1059926.500000 Penalty: 2933.272949
	Iteration 23Q: 3 clusters Score -1059926 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1060151.250000 Penalty: 2933.272949
	Iteration 24Q: 3 clusters Score -1060151 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1060346.500000 Penalty: 2933.272949
	Iteration 25Q: 3 clusters Score -1060346 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1060491.375000 Penalty: 2933.272949
	Iteration 26Q: 3 clusters Score -1060491 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1060600.500000 Penalty: 2933.272949
	Iteration 27Q: 3 clusters Score -1060600 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1060709.375000 Penalty: 2933.272949
	Iteration 28Q: 3 clusters Score -1060709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1060779.875000 Penalty: 2933.272949
	Iteration 29Q: 3 clusters Score -1060780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1060823.250000 Penalty: 2933.272949
	Iteration 30Q: 3 clusters Score -1060823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1060858.125000 Penalty: 2933.272949
	Iteration 31Q: 3 clusters Score -1060858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1060895.625000 Penalty: 2933.272949
	Iteration 32Q: 3 clusters Score -1060896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1060936.125000 Penalty: 2933.272949
	Iteration 33Q: 3 clusters Score -1060936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1060965.875000 Penalty: 2933.272949
	Iteration 34Q: 3 clusters Score -1060966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1060989.750000 Penalty: 2933.272949
	Iteration 35Q: 3 clusters Score -1060990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1061007.750000 Penalty: 2933.272949
	Iteration 36Q: 3 clusters Score -1061008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1061017.125000 Penalty: 2933.272949
	Iteration 37Q: 3 clusters Score -1061017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1061022.375000 Penalty: 2933.272949
	Iteration 38Q: 3 clusters Score -1061022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1061024.375000 Penalty: 2933.272949
	Iteration 39Q: 3 clusters Score -1061024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1061026.125000 Penalty: 2933.272949
	Iteration 40F: 3 clusters Score -1061026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1061028.000000 Penalty: 2933.272949
	Iteration 41Q: 3 clusters Score -1061028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1061031.875000 Penalty: 2933.272949
	Iteration 42Q: 3 clusters Score -1061032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1061036.000000 Penalty: 2933.272949
	Iteration 43Q: 3 clusters Score -1061036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1061037.375000 Penalty: 2933.272949
	Iteration 44Q: 3 clusters Score -1061037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1061042.875000 Penalty: 2933.272949
	Iteration 45Q: 3 clusters Score -1061043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1061046.500000 Penalty: 2933.272949
	Iteration 46Q: 3 clusters Score -1061046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1061051.375000 Penalty: 2933.272949
	Iteration 47Q: 3 clusters Score -1061051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1061058.125000 Penalty: 2933.272949
	Iteration 48Q: 3 clusters Score -1061058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1061068.500000 Penalty: 2933.272949
	Iteration 49Q: 3 clusters Score -1061068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1061074.000000 Penalty: 2933.272949
	Iteration 50Q: 3 clusters Score -1061074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1061079.375000 Penalty: 2933.272949
	Iteration 51Q: 3 clusters Score -1061079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1061083.125000 Penalty: 2933.272949
	Iteration 52Q: 3 clusters Score -1061083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1061088.250000 Penalty: 2933.272949
	Iteration 53Q: 3 clusters Score -1061088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1061089.750000 Penalty: 2933.272949
	Iteration 54Q: 3 clusters Score -1061090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1061091.125000 Penalty: 2933.272949
	Iteration 55Q: 3 clusters Score -1061091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1061094.125000 Penalty: 2933.272949
	Iteration 56Q: 3 clusters Score -1061094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1061094.500000 Penalty: 2933.272949
	Iteration 57Q: 3 clusters Score -1061094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1061097.750000 Penalty: 2933.272949
	Iteration 58Q: 3 clusters Score -1061098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1061097.500000 Penalty: 2933.272949
	Iteration 59Q: 3 clusters Score -1061098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1061099.750000 Penalty: 2933.272949
	Iteration 60F: 3 clusters Score -1061100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1061102.500000 Penalty: 2933.272949
	Iteration 61Q: 3 clusters Score -1061102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1061102.250000 Penalty: 2933.272949
	Iteration 62Q: 3 clusters Score -1061102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1061102.875000 Penalty: 2933.272949
	Iteration 63Q: 3 clusters Score -1061103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1061102.875000 Penalty: 2933.272949
	Iteration 64F: 3 clusters Score -1061103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -199303.109375 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -199303.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -197510.734375 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -197510.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -197813.734375 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -197813.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -197877.203125 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -197877.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -197910.515625 Penalty: 2392.859619
	Iteration 3Q: 3 clusters Score -197910.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -197931.796875 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -197931.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -197947.843750 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -197947.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -197959.890625 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -197959.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -197975.250000 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -197975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -197986.078125 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -197986.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -197998.250000 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -197998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -198006.515625 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -198006.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -198012.500000 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -198012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -198015.312500 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -198015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -198018.265625 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -198018.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -198020.312500 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -198020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -198022.453125 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -198022.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -198025.031250 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -198025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -198026.093750 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -198026.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -198028.390625 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -198028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -198028.437500 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -198028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -198028.437500 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -198028.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -50083.910156 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -50083.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49040.308594 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -49040.31 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49186.738281 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -49186.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49232.000000 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -49232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49255.914062 Penalty: 1983.331543
	Iteration 3Q: 3 clusters Score -49255.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49263.105469 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -49263.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49268.894531 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -49268.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49272.132812 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -49272.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49277.882812 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -49277.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49279.246094 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -49279.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49280.515625 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -49280.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49280.515625 Penalty: 1983.331543
	Iteration 10F: 3 clusters Score -49280.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Entering Unmasked Estep 
Score: -618170.562500 Penalty: 1387.897827
	Iteration 0F: 2 clusters Score -618170.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -614126.000000 Penalty: 2775.795654
	Iteration 0F: 3 clusters Score -614126 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -615232.312500 Penalty: 2775.795654
	Iteration 1F: 3 clusters Score -615232.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -615416.687500 Penalty: 2775.795654
	Iteration 2F: 3 clusters Score -615416.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -615551.875000 Penalty: 2775.795654
	Iteration 3F: 3 clusters Score -615551.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -615665.312500 Penalty: 2775.795654
	Iteration 4Q: 3 clusters Score -615665.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -615775.437500 Penalty: 2775.795654
	Iteration 5Q: 3 clusters Score -615775.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -615899.625000 Penalty: 2775.795654
	Iteration 6Q: 3 clusters Score -615899.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -616041.250000 Penalty: 2775.795654
	Iteration 7Q: 3 clusters Score -616041.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -616185.625000 Penalty: 2775.795654
	Iteration 8Q: 3 clusters Score -616185.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -616378.312500 Penalty: 2775.795654
	Iteration 9Q: 3 clusters Score -616378.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -616639.875000 Penalty: 2775.795654
	Iteration 10F: 3 clusters Score -616639.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -616891.687500 Penalty: 2775.795654
	Iteration 11F: 3 clusters Score -616891.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -617090.125000 Penalty: 2775.795654
	Iteration 12Q: 3 clusters Score -617090.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -617210.625000 Penalty: 2775.795654
	Iteration 13Q: 3 clusters Score -617210.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -617268.000000 Penalty: 2775.795654
	Iteration 14Q: 3 clusters Score -617268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -617293.187500 Penalty: 2775.795654
	Iteration 15Q: 3 clusters Score -617293.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -617308.250000 Penalty: 2775.795654
	Iteration 16Q: 3 clusters Score -617308.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -617316.187500 Penalty: 2775.795654
	Iteration 17Q: 3 clusters Score -617316.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -617323.000000 Penalty: 2775.795654
	Iteration 18Q: 3 clusters Score -617323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -617326.125000 Penalty: 2775.795654
	Iteration 19Q: 3 clusters Score -617326.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -617328.125000 Penalty: 2775.795654
	Iteration 20F: 3 clusters Score -617328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -617328.250000 Penalty: 2775.795654
	Iteration 21Q: 3 clusters Score -617328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -617330.312500 Penalty: 2775.795654
	Iteration 22Q: 3 clusters Score -617330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -617330.437500 Penalty: 2775.795654
	Iteration 23Q: 3 clusters Score -617330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -617330.062500 Penalty: 2775.795654
	Iteration 24Q: 3 clusters Score -617330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -617331.937500 Penalty: 2775.795654
	Iteration 25Q: 3 clusters Score -617331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -617331.000000 Penalty: 2775.795654
	Iteration 26Q: 3 clusters Score -617331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -617333.500000 Penalty: 2775.795654
	Iteration 27Q: 3 clusters Score -617333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -617333.750000 Penalty: 2775.795654
	Iteration 28Q: 3 clusters Score -617333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -617333.875000 Penalty: 2775.795654
	Iteration 29Q: 3 clusters Score -617333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -617333.500000 Penalty: 2775.795654
	Iteration 30Q: 3 clusters Score -617333.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -617333.500000 Penalty: 2775.795654
	Iteration 31F: 3 clusters Score -617333.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 28322 members 
Mstep: Class 3 contains 90604 members 
Mstep: Class 4 contains 65288 members 
Mstep: Class 5 contains 45581 members 
Mstep: Class 6 contains 50744 members 
Mstep: Class 7 contains 55682 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4298 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 74116 members 
Mstep: Class 12 contains 11273 members 
Mstep: Class 13 contains 12325 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777824.000000 Penalty: 40671.453125
Iteration 239Q: 20 clusters Score -6.577782e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 28309 members 
Mstep: Class 3 contains 90636 members 
Mstep: Class 4 contains 65286 members 
Mstep: Class 5 contains 45564 members 
Mstep: Class 6 contains 50747 members 
Mstep: Class 7 contains 55679 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 74103 members 
Mstep: Class 12 contains 11271 members 
Mstep: Class 13 contains 12337 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8299 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777800.000000 Penalty: 40671.453125
Iteration 240F: 20 clusters Score -6.57778e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 28294 members 
Mstep: Class 3 contains 90662 members 
Mstep: Class 4 contains 65282 members 
Mstep: Class 5 contains 45548 members 
Mstep: Class 6 contains 50746 members 
Mstep: Class 7 contains 55681 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4333 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 74093 members 
Mstep: Class 12 contains 11273 members 
Mstep: Class 13 contains 12349 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8295 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777812.000000 Penalty: 40671.453125
Iteration 241Q: 20 clusters Score -6.577781e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 28285 members 
Mstep: Class 3 contains 90696 members 
Mstep: Class 4 contains 65279 members 
Mstep: Class 5 contains 45538 members 
Mstep: Class 6 contains 50751 members 
Mstep: Class 7 contains 55677 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4337 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 74083 members 
Mstep: Class 12 contains 11273 members 
Mstep: Class 13 contains 12365 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8287 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777788.000000 Penalty: 40671.453125
Iteration 242Q: 20 clusters Score -6.577779e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 28279 members 
Mstep: Class 3 contains 90718 members 
Mstep: Class 4 contains 65283 members 
Mstep: Class 5 contains 45525 members 
Mstep: Class 6 contains 50758 members 
Mstep: Class 7 contains 55668 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4346 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 74077 members 
Mstep: Class 12 contains 11274 members 
Mstep: Class 13 contains 12378 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8281 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777896.000000 Penalty: 40671.453125
Iteration 243Q: 20 clusters Score -6.57779e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 90739 members 
Mstep: Class 4 contains 65287 members 
Mstep: Class 5 contains 45506 members 
Mstep: Class 6 contains 50761 members 
Mstep: Class 7 contains 55655 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 74077 members 
Mstep: Class 12 contains 11274 members 
Mstep: Class 13 contains 12388 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8277 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777976.000000 Penalty: 40671.453125
Iteration 244Q: 20 clusters Score -6.577798e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 28272 members 
Mstep: Class 3 contains 90751 members 
Mstep: Class 4 contains 65294 members 
Mstep: Class 5 contains 45494 members 
Mstep: Class 6 contains 50765 members 
Mstep: Class 7 contains 55647 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4371 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 74074 members 
Mstep: Class 12 contains 11270 members 
Mstep: Class 13 contains 12390 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8271 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778028.000000 Penalty: 40671.453125
Iteration 245Q: 20 clusters Score -6.577803e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 28265 members 
Mstep: Class 3 contains 90766 members 
Mstep: Class 4 contains 65300 members 
Mstep: Class 5 contains 45484 members 
Mstep: Class 6 contains 50767 members 
Mstep: Class 7 contains 55641 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 74065 members 
Mstep: Class 12 contains 11267 members 
Mstep: Class 13 contains 12398 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 8266 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777980.000000 Penalty: 40671.453125
Iteration 246Q: 20 clusters Score -6.577798e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 90778 members 
Mstep: Class 4 contains 65303 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 50771 members 
Mstep: Class 7 contains 55634 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4395 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 74049 members 
Mstep: Class 12 contains 11268 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 1573 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778036.000000 Penalty: 40671.453125
Iteration 247Q: 20 clusters Score -6.577804e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 90784 members 
Mstep: Class 4 contains 65308 members 
Mstep: Class 5 contains 45467 members 
Mstep: Class 6 contains 50777 members 
Mstep: Class 7 contains 55633 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 74028 members 
Mstep: Class 12 contains 11271 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8262 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778068.000000 Penalty: 40671.453125
Iteration 248Q: 20 clusters Score -6.577807e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 28259 members 
Mstep: Class 3 contains 90793 members 
Mstep: Class 4 contains 65310 members 
Mstep: Class 5 contains 45463 members 
Mstep: Class 6 contains 50781 members 
Mstep: Class 7 contains 55631 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 73999 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8258 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778108.000000 Penalty: 40671.453125
Iteration 249Q: 20 clusters Score -6.577811e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 28258 members 
Mstep: Class 3 contains 90798 members 
Mstep: Class 4 contains 65309 members 
Mstep: Class 5 contains 45461 members 
Mstep: Class 6 contains 50788 members 
Mstep: Class 7 contains 55621 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4425 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 73984 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12458 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8255 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778128.000000 Penalty: 40671.453125
Iteration 250Q: 20 clusters Score -6.577813e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 28256 members 
Mstep: Class 3 contains 90805 members 
Mstep: Class 4 contains 65312 members 
Mstep: Class 5 contains 45451 members 
Mstep: Class 6 contains 50792 members 
Mstep: Class 7 contains 55617 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 73974 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12471 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8251 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778148.000000 Penalty: 40671.453125
Iteration 251Q: 20 clusters Score -6.577815e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 28257 members 
Mstep: Class 3 contains 90815 members 
Mstep: Class 4 contains 65316 members 
Mstep: Class 5 contains 45442 members 
Mstep: Class 6 contains 50795 members 
Mstep: Class 7 contains 55610 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 73967 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 12474 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8250 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778164.000000 Penalty: 40671.453125
Iteration 252Q: 20 clusters Score -6.577816e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 28261 members 
Mstep: Class 3 contains 90819 members 
Mstep: Class 4 contains 65318 members 
Mstep: Class 5 contains 45435 members 
Mstep: Class 6 contains 50801 members 
Mstep: Class 7 contains 55602 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 73958 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12482 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8247 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778192.000000 Penalty: 40671.453125
Iteration 253Q: 20 clusters Score -6.577819e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 28265 members 
Mstep: Class 3 contains 90833 members 
Mstep: Class 4 contains 65312 members 
Mstep: Class 5 contains 45432 members 
Mstep: Class 6 contains 50810 members 
Mstep: Class 7 contains 55594 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 73947 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 12489 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8244 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778216.000000 Penalty: 40671.453125
Iteration 254Q: 20 clusters Score -6.577822e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90840 members 
Mstep: Class 4 contains 65313 members 
Mstep: Class 5 contains 45428 members 
Mstep: Class 6 contains 50814 members 
Mstep: Class 7 contains 55587 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4469 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 73939 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12500 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8241 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778316.000000 Penalty: 40671.453125
Iteration 255Q: 20 clusters Score -6.577832e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 28271 members 
Mstep: Class 3 contains 90847 members 
Mstep: Class 4 contains 65324 members 
Mstep: Class 5 contains 45428 members 
Mstep: Class 6 contains 50814 members 
Mstep: Class 7 contains 55575 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 73928 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12509 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8231 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778244.000000 Penalty: 40671.453125
Iteration 256Q: 20 clusters Score -6.577824e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 90849 members 
Mstep: Class 4 contains 65331 members 
Mstep: Class 5 contains 45432 members 
Mstep: Class 6 contains 50816 members 
Mstep: Class 7 contains 55564 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 73923 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778224.000000 Penalty: 40671.453125
Iteration 257Q: 20 clusters Score -6.577822e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 90856 members 
Mstep: Class 4 contains 65335 members 
Mstep: Class 5 contains 45432 members 
Mstep: Class 6 contains 50816 members 
Mstep: Class 7 contains 55556 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 73921 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12518 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8224 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778236.000000 Penalty: 40671.453125
Iteration 258Q: 20 clusters Score -6.577824e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 28266 members 
Mstep: Class 3 contains 90862 members 
Mstep: Class 4 contains 65341 members 
Mstep: Class 5 contains 45433 members 
Mstep: Class 6 contains 50817 members 
Mstep: Class 7 contains 55543 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 73924 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8221 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778312.000000 Penalty: 40671.453125
Iteration 259Q: 20 clusters Score -6.577831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 90861 members 
Mstep: Class 4 contains 65346 members 
Mstep: Class 5 contains 45432 members 
Mstep: Class 6 contains 50814 members 
Mstep: Class 7 contains 55537 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 73928 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12531 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778280.000000 Penalty: 40671.453125
Iteration 260F: 20 clusters Score -6.577828e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 28269 members 
Mstep: Class 3 contains 90863 members 
Mstep: Class 4 contains 65352 members 
Mstep: Class 5 contains 45426 members 
Mstep: Class 6 contains 50823 members 
Mstep: Class 7 contains 55529 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 73925 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12537 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778256.000000 Penalty: 40671.453125
Iteration 261Q: 20 clusters Score -6.577826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 28269 members 
Mstep: Class 3 contains 90865 members 
Mstep: Class 4 contains 65350 members 
Mstep: Class 5 contains 45422 members 
Mstep: Class 6 contains 50825 members 
Mstep: Class 7 contains 55529 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 73927 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12543 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778312.000000 Penalty: 40671.453125
Iteration 262Q: 20 clusters Score -6.577831e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90869 members 
Mstep: Class 4 contains 65345 members 
Mstep: Class 5 contains 45415 members 
Mstep: Class 6 contains 50827 members 
Mstep: Class 7 contains 55530 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 73924 members 
Mstep: Class 12 contains 11284 members 
Mstep: Class 13 contains 12550 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778276.000000 Penalty: 40671.453125
Iteration 263Q: 20 clusters Score -6.577828e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 28272 members 
Mstep: Class 3 contains 90871 members 
Mstep: Class 4 contains 65343 members 
Mstep: Class 5 contains 45409 members 
Mstep: Class 6 contains 50831 members 
Mstep: Class 7 contains 55529 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 73924 members 
Mstep: Class 12 contains 11283 members 
Mstep: Class 13 contains 12559 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778228.000000 Penalty: 40671.453125
Iteration 264Q: 20 clusters Score -6.577823e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 28273 members 
Mstep: Class 3 contains 90873 members 
Mstep: Class 4 contains 65345 members 
Mstep: Class 5 contains 45406 members 
Mstep: Class 6 contains 50837 members 
Mstep: Class 7 contains 55523 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 73927 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12566 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778220.000000 Penalty: 40671.453125
Iteration 265Q: 20 clusters Score -6.577822e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 28276 members 
Mstep: Class 3 contains 90867 members 
Mstep: Class 4 contains 65347 members 
Mstep: Class 5 contains 45403 members 
Mstep: Class 6 contains 50841 members 
Mstep: Class 7 contains 55520 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2488 members 
Mstep: Class 11 contains 73931 members 
Mstep: Class 12 contains 11283 members 
Mstep: Class 13 contains 12572 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778240.000000 Penalty: 40671.453125
Iteration 266Q: 20 clusters Score -6.577824e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 90872 members 
Mstep: Class 4 contains 65348 members 
Mstep: Class 5 contains 45394 members 
Mstep: Class 6 contains 50840 members 
Mstep: Class 7 contains 55516 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2488 members 
Mstep: Class 11 contains 73932 members 
Mstep: Class 12 contains 11285 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778284.000000 Penalty: 40671.453125
Iteration 267Q: 20 clusters Score -6.577828e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 28280 members 
Mstep: Class 3 contains 90879 members 
Mstep: Class 4 contains 65349 members 
Mstep: Class 5 contains 45397 members 
Mstep: Class 6 contains 50841 members 
Mstep: Class 7 contains 55509 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 73929 members 
Mstep: Class 12 contains 11286 members 
Mstep: Class 13 contains 12583 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778232.000000 Penalty: 40671.453125
Iteration 268Q: 20 clusters Score -6.577823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 28280 members 
Mstep: Class 3 contains 90881 members 
Mstep: Class 4 contains 65349 members 
Mstep: Class 5 contains 45399 members 
Mstep: Class 6 contains 50842 members 
Mstep: Class 7 contains 55506 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73934 members 
Mstep: Class 12 contains 11286 members 
Mstep: Class 13 contains 12588 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778172.000000 Penalty: 40671.453125
Iteration 269Q: 20 clusters Score -6.577817e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 90889 members 
Mstep: Class 4 contains 65347 members 
Mstep: Class 5 contains 45397 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55498 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73931 members 
Mstep: Class 12 contains 11285 members 
Mstep: Class 13 contains 12595 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778168.000000 Penalty: 40671.453125
Iteration 270Q: 20 clusters Score -6.577817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 28276 members 
Mstep: Class 3 contains 90897 members 
Mstep: Class 4 contains 65348 members 
Mstep: Class 5 contains 45392 members 
Mstep: Class 6 contains 50846 members 
Mstep: Class 7 contains 55490 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73934 members 
Mstep: Class 12 contains 11284 members 
Mstep: Class 13 contains 12602 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8217 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778192.000000 Penalty: 40671.453125
Iteration 271Q: 20 clusters Score -6.577819e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 90901 members 
Mstep: Class 4 contains 65350 members 
Mstep: Class 5 contains 45389 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55484 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73929 members 
Mstep: Class 12 contains 11284 members 
Mstep: Class 13 contains 12612 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778240.000000 Penalty: 40671.453125
Iteration 272Q: 20 clusters Score -6.577824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 90905 members 
Mstep: Class 4 contains 65353 members 
Mstep: Class 5 contains 45384 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55479 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73918 members 
Mstep: Class 12 contains 11284 members 
Mstep: Class 13 contains 12625 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778284.000000 Penalty: 40671.453125
Iteration 273Q: 20 clusters Score -6.577828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 28274 members 
Mstep: Class 3 contains 90914 members 
Mstep: Class 4 contains 65353 members 
Mstep: Class 5 contains 45380 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55474 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73909 members 
Mstep: Class 12 contains 11284 members 
Mstep: Class 13 contains 12636 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778264.000000 Penalty: 40671.453125
Iteration 274Q: 20 clusters Score -6.577826e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 90913 members 
Mstep: Class 4 contains 65351 members 
Mstep: Class 5 contains 45377 members 
Mstep: Class 6 contains 50846 members 
Mstep: Class 7 contains 55472 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73905 members 
Mstep: Class 12 contains 11284 members 
Mstep: Class 13 contains 12647 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778244.000000 Penalty: 40671.453125
Iteration 275Q: 20 clusters Score -6.577824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 90919 members 
Mstep: Class 4 contains 65349 members 
Mstep: Class 5 contains 45374 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55467 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73900 members 
Mstep: Class 12 contains 11283 members 
Mstep: Class 13 contains 12655 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778276.000000 Penalty: 40671.453125
Iteration 276Q: 20 clusters Score -6.577828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 28276 members 
Mstep: Class 3 contains 90924 members 
Mstep: Class 4 contains 65351 members 
Mstep: Class 5 contains 45369 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55461 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73896 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12659 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778332.000000 Penalty: 40671.453125
Iteration 277Q: 20 clusters Score -6.577833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 90927 members 
Mstep: Class 4 contains 65352 members 
Mstep: Class 5 contains 45366 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55456 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73897 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12664 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778332.000000 Penalty: 40671.453125
Iteration 278Q: 20 clusters Score -6.577833e+07 nChanged 29
Entering ConstructFrom: 
Score: -65778332.000000 Penalty: 40671.453125
Entering ConstructFrom: 
Trying to split cluster 1 (68815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Entering Unmasked Estep 
Score: -8817741.000000 Penalty: 1810.116333
	Iteration 0F: 2 clusters Score -8817741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -8775150.000000 Penalty: 3620.232666
	Iteration 0F: 3 clusters Score -8775150 nChanged 32606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -8794220.000000 Penalty: 3620.232666
	Iteration 1F: 3 clusters Score -8794220 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -8795300.000000 Penalty: 3620.232666
	Iteration 2Q: 3 clusters Score -8795300 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -8797167.000000 Penalty: 3620.232666
	Iteration 3F: 3 clusters Score -8797167 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -8799797.000000 Penalty: 3620.232666
	Iteration 4F: 3 clusters Score -8799797 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -8803345.000000 Penalty: 3620.232666
	Iteration 5F: 3 clusters Score -8803345 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -8808139.000000 Penalty: 3620.232666
	Iteration 6F: 3 clusters Score -8808139 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -8812630.000000 Penalty: 3620.232666
	Iteration 7F: 3 clusters Score -8812630 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -8815049.000000 Penalty: 3620.232666
	Iteration 8Q: 3 clusters Score -8815049 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -8815878.000000 Penalty: 3620.232666
	Iteration 9Q: 3 clusters Score -8815878 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -8816239.000000 Penalty: 3620.232666
	Iteration 10Q: 3 clusters Score -8816239 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -8816513.000000 Penalty: 3620.232666
	Iteration 11Q: 3 clusters Score -8816513 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -8816661.000000 Penalty: 3620.232666
	Iteration 12Q: 3 clusters Score -8816661 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -8816796.000000 Penalty: 3620.232666
	Iteration 13Q: 3 clusters Score -8816796 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -8816892.000000 Penalty: 3620.232666
	Iteration 14Q: 3 clusters Score -8816892 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -8816965.000000 Penalty: 3620.232666
	Iteration 15Q: 3 clusters Score -8816965 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -8817103.000000 Penalty: 3620.232666
	Iteration 16Q: 3 clusters Score -8817103 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -8817164.000000 Penalty: 3620.232666
	Iteration 17Q: 3 clusters Score -8817164 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -8817190.000000 Penalty: 3620.232666
	Iteration 18Q: 3 clusters Score -8817190 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -8817218.000000 Penalty: 3620.232666
	Iteration 19Q: 3 clusters Score -8817218 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -8817288.000000 Penalty: 3620.232666
	Iteration 20F: 3 clusters Score -8817288 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8817295.000000 Penalty: 3620.232666
	Iteration 21Q: 3 clusters Score -8817295 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8817331.000000 Penalty: 3620.232666
	Iteration 22Q: 3 clusters Score -8817331 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8817334.000000 Penalty: 3620.232666
	Iteration 23Q: 3 clusters Score -8817334 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8817345.000000 Penalty: 3620.232666
	Iteration 24Q: 3 clusters Score -8817345 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8817348.000000 Penalty: 3620.232666
	Iteration 25Q: 3 clusters Score -8817348 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8817356.000000 Penalty: 3620.232666
	Iteration 26Q: 3 clusters Score -8817356 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8817328.000000 Penalty: 3620.232666
	Iteration 27Q: 3 clusters Score -8817328 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8817312.000000 Penalty: 3620.232666
	Iteration 28Q: 3 clusters Score -8817312 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8817290.000000 Penalty: 3620.232666
	Iteration 29Q: 3 clusters Score -8817290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8817290.000000 Penalty: 3620.232666
	Iteration 30Q: 3 clusters Score -8817290 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8817283.000000 Penalty: 3620.232666
	Iteration 31Q: 3 clusters Score -8817283 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8817263.000000 Penalty: 3620.232666
	Iteration 32Q: 3 clusters Score -8817263 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8817213.000000 Penalty: 3620.232666
	Iteration 33Q: 3 clusters Score -8817213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8817185.000000 Penalty: 3620.232666
	Iteration 34Q: 3 clusters Score -8817185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8817160.000000 Penalty: 3620.232666
	Iteration 35Q: 3 clusters Score -8817160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8817139.000000 Penalty: 3620.232666
	Iteration 36Q: 3 clusters Score -8817139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8817106.000000 Penalty: 3620.232666
	Iteration 37Q: 3 clusters Score -8817106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8817078.000000 Penalty: 3620.232666
	Iteration 38Q: 3 clusters Score -8817078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8817046.000000 Penalty: 3620.232666
	Iteration 39Q: 3 clusters Score -8817046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8817042.000000 Penalty: 3620.232666
	Iteration 40F: 3 clusters Score -8817042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8817032.000000 Penalty: 3620.232666
	Iteration 41Q: 3 clusters Score -8817032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8817030.000000 Penalty: 3620.232666
	Iteration 42Q: 3 clusters Score -8817030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68098 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8817021.000000 Penalty: 3620.232666
	Iteration 43Q: 3 clusters Score -8817021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8817019.000000 Penalty: 3620.232666
	Iteration 44Q: 3 clusters Score -8817019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8817002.000000 Penalty: 3620.232666
	Iteration 45Q: 3 clusters Score -8817002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8817001.000000 Penalty: 3620.232666
	Iteration 46Q: 3 clusters Score -8817001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8816994.000000 Penalty: 3620.232666
	Iteration 47Q: 3 clusters Score -8816994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8816986.000000 Penalty: 3620.232666
	Iteration 48Q: 3 clusters Score -8816986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8816968.000000 Penalty: 3620.232666
	Iteration 49Q: 3 clusters Score -8816968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8816955.000000 Penalty: 3620.232666
	Iteration 50Q: 3 clusters Score -8816955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8816952.000000 Penalty: 3620.232666
	Iteration 51Q: 3 clusters Score -8816952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8816956.000000 Penalty: 3620.232666
	Iteration 52Q: 3 clusters Score -8816956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8816946.000000 Penalty: 3620.232666
	Iteration 53Q: 3 clusters Score -8816946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8816948.000000 Penalty: 3620.232666
	Iteration 54Q: 3 clusters Score -8816948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8816944.000000 Penalty: 3620.232666
	Iteration 55Q: 3 clusters Score -8816944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8816942.000000 Penalty: 3620.232666
	Iteration 56Q: 3 clusters Score -8816942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8816928.000000 Penalty: 3620.232666
	Iteration 57Q: 3 clusters Score -8816928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8816925.000000 Penalty: 3620.232666
	Iteration 58Q: 3 clusters Score -8816925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8816926.000000 Penalty: 3620.232666
	Iteration 59Q: 3 clusters Score -8816926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8816919.000000 Penalty: 3620.232666
	Iteration 60F: 3 clusters Score -8816919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8816923.000000 Penalty: 3620.232666
	Iteration 61Q: 3 clusters Score -8816923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8816912.000000 Penalty: 3620.232666
	Iteration 62Q: 3 clusters Score -8816912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8816916.000000 Penalty: 3620.232666
	Iteration 63Q: 3 clusters Score -8816916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8816909.000000 Penalty: 3620.232666
	Iteration 64Q: 3 clusters Score -8816909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8816911.000000 Penalty: 3620.232666
	Iteration 65Q: 3 clusters Score -8816911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8816905.000000 Penalty: 3620.232666
	Iteration 66Q: 3 clusters Score -8816905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8816905.000000 Penalty: 3620.232666
	Iteration 67Q: 3 clusters Score -8816905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8816898.000000 Penalty: 3620.232666
	Iteration 68Q: 3 clusters Score -8816898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8816889.000000 Penalty: 3620.232666
	Iteration 69Q: 3 clusters Score -8816889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8816886.000000 Penalty: 3620.232666
	Iteration 70Q: 3 clusters Score -8816886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8816887.000000 Penalty: 3620.232666
	Iteration 71Q: 3 clusters Score -8816887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8816885.000000 Penalty: 3620.232666
	Iteration 72Q: 3 clusters Score -8816885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8816885.000000 Penalty: 3620.232666
	Iteration 73F: 3 clusters Score -8816885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Entering Unmasked Estep 
Score: -3500663.250000 Penalty: 1665.581665
	Iteration 0F: 2 clusters Score -3500663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3481573.000000 Penalty: 3331.163330
	Iteration 0F: 3 clusters Score -3481573 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3488793.250000 Penalty: 3331.163330
	Iteration 1F: 3 clusters Score -3488793 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3489146.250000 Penalty: 3331.163330
	Iteration 2Q: 3 clusters Score -3489146 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3489541.750000 Penalty: 3331.163330
	Iteration 3Q: 3 clusters Score -3489542 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3489915.000000 Penalty: 3331.163330
	Iteration 4Q: 3 clusters Score -3489915 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3490365.250000 Penalty: 3331.163330
	Iteration 5Q: 3 clusters Score -3490365 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3490934.500000 Penalty: 3331.163330
	Iteration 6Q: 3 clusters Score -3490934 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3491687.250000 Penalty: 3331.163330
	Iteration 7Q: 3 clusters Score -3491687 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3492589.500000 Penalty: 3331.163330
	Iteration 8F: 3 clusters Score -3492590 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3493604.750000 Penalty: 3331.163330
	Iteration 9F: 3 clusters Score -3493605 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3494527.750000 Penalty: 3331.163330
	Iteration 10F: 3 clusters Score -3494528 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3495358.250000 Penalty: 3331.163330
	Iteration 11Q: 3 clusters Score -3495358 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3496028.750000 Penalty: 3331.163330
	Iteration 12Q: 3 clusters Score -3496029 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3496600.500000 Penalty: 3331.163330
	Iteration 13Q: 3 clusters Score -3496600 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3497094.500000 Penalty: 3331.163330
	Iteration 14Q: 3 clusters Score -3497094 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3497517.000000 Penalty: 3331.163330
	Iteration 15Q: 3 clusters Score -3497517 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3497845.500000 Penalty: 3331.163330
	Iteration 16Q: 3 clusters Score -3497846 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3498128.500000 Penalty: 3331.163330
	Iteration 17Q: 3 clusters Score -3498128 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3498382.000000 Penalty: 3331.163330
	Iteration 18Q: 3 clusters Score -3498382 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3498582.000000 Penalty: 3331.163330
	Iteration 19Q: 3 clusters Score -3498582 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3498735.750000 Penalty: 3331.163330
	Iteration 20F: 3 clusters Score -3498736 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3498842.750000 Penalty: 3331.163330
	Iteration 21Q: 3 clusters Score -3498843 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3498932.250000 Penalty: 3331.163330
	Iteration 22Q: 3 clusters Score -3498932 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3499024.000000 Penalty: 3331.163330
	Iteration 23Q: 3 clusters Score -3499024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3499093.750000 Penalty: 3331.163330
	Iteration 24Q: 3 clusters Score -3499094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3499147.750000 Penalty: 3331.163330
	Iteration 25Q: 3 clusters Score -3499148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3499167.250000 Penalty: 3331.163330
	Iteration 26Q: 3 clusters Score -3499167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3499190.500000 Penalty: 3331.163330
	Iteration 27Q: 3 clusters Score -3499190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3499215.750000 Penalty: 3331.163330
	Iteration 28Q: 3 clusters Score -3499216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3499224.000000 Penalty: 3331.163330
	Iteration 29Q: 3 clusters Score -3499224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3499246.250000 Penalty: 3331.163330
	Iteration 30Q: 3 clusters Score -3499246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3499255.500000 Penalty: 3331.163330
	Iteration 31Q: 3 clusters Score -3499256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3499269.000000 Penalty: 3331.163330
	Iteration 32Q: 3 clusters Score -3499269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3499272.750000 Penalty: 3331.163330
	Iteration 33Q: 3 clusters Score -3499273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3499276.250000 Penalty: 3331.163330
	Iteration 34Q: 3 clusters Score -3499276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3499283.000000 Penalty: 3331.163330
	Iteration 35Q: 3 clusters Score -3499283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3499290.250000 Penalty: 3331.163330
	Iteration 36Q: 3 clusters Score -3499290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3499289.750000 Penalty: 3331.163330
	Iteration 37Q: 3 clusters Score -3499290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3499296.250000 Penalty: 3331.163330
	Iteration 38Q: 3 clusters Score -3499296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3499297.750000 Penalty: 3331.163330
	Iteration 39Q: 3 clusters Score -3499298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3499298.500000 Penalty: 3331.163330
	Iteration 40F: 3 clusters Score -3499298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3499302.500000 Penalty: 3331.163330
	Iteration 41Q: 3 clusters Score -3499302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3499304.750000 Penalty: 3331.163330
	Iteration 42Q: 3 clusters Score -3499305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3499304.000000 Penalty: 3331.163330
	Iteration 43Q: 3 clusters Score -3499304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3499305.250000 Penalty: 3331.163330
	Iteration 44Q: 3 clusters Score -3499305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3499307.250000 Penalty: 3331.163330
	Iteration 45Q: 3 clusters Score -3499307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3499303.500000 Penalty: 3331.163330
	Iteration 46Q: 3 clusters Score -3499304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3499303.500000 Penalty: 3331.163330
	Iteration 47F: 3 clusters Score -3499304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Entering Unmasked Estep 
Score: -11603026.000000 Penalty: 1855.394531
	Iteration 0F: 2 clusters Score -1.160303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -11546681.000000 Penalty: 3710.789062
	Iteration 0F: 3 clusters Score -1.154668e+07 nChanged 43265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -11571689.000000 Penalty: 3710.789062
	Iteration 1F: 3 clusters Score -1.157169e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -11572178.000000 Penalty: 3710.789062
	Iteration 2Q: 3 clusters Score -1.157218e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -11572731.000000 Penalty: 3710.789062
	Iteration 3Q: 3 clusters Score -1.157273e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -11573314.000000 Penalty: 3710.789062
	Iteration 4Q: 3 clusters Score -1.157331e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -11573769.000000 Penalty: 3710.789062
	Iteration 5Q: 3 clusters Score -1.157377e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -11574558.000000 Penalty: 3710.789062
	Iteration 6Q: 3 clusters Score -1.157456e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -11575339.000000 Penalty: 3710.789062
	Iteration 7Q: 3 clusters Score -1.157534e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -11576437.000000 Penalty: 3710.789062
	Iteration 8Q: 3 clusters Score -1.157644e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -11578117.000000 Penalty: 3710.789062
	Iteration 9Q: 3 clusters Score -1.157812e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -11580784.000000 Penalty: 3710.789062
	Iteration 10Q: 3 clusters Score -1.158078e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -11584267.000000 Penalty: 3710.789062
	Iteration 11F: 3 clusters Score -1.158427e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -11588203.000000 Penalty: 3710.789062
	Iteration 12F: 3 clusters Score -1.15882e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -11590816.000000 Penalty: 3710.789062
	Iteration 13F: 3 clusters Score -1.159082e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -11591878.000000 Penalty: 3710.789062
	Iteration 14Q: 3 clusters Score -1.159188e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -11592207.000000 Penalty: 3710.789062
	Iteration 15Q: 3 clusters Score -1.159221e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -11592328.000000 Penalty: 3710.789062
	Iteration 16Q: 3 clusters Score -1.159233e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -11592453.000000 Penalty: 3710.789062
	Iteration 17Q: 3 clusters Score -1.159245e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -11592487.000000 Penalty: 3710.789062
	Iteration 18Q: 3 clusters Score -1.159249e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -11592514.000000 Penalty: 3710.789062
	Iteration 19Q: 3 clusters Score -1.159251e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -11592579.000000 Penalty: 3710.789062
	Iteration 20F: 3 clusters Score -1.159258e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -11592613.000000 Penalty: 3710.789062
	Iteration 21Q: 3 clusters Score -1.159261e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -11592742.000000 Penalty: 3710.789062
	Iteration 22Q: 3 clusters Score -1.159274e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -11592812.000000 Penalty: 3710.789062
	Iteration 23Q: 3 clusters Score -1.159281e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -11592911.000000 Penalty: 3710.789062
	Iteration 24Q: 3 clusters Score -1.159291e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -11593013.000000 Penalty: 3710.789062
	Iteration 25Q: 3 clusters Score -1.159301e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -11593039.000000 Penalty: 3710.789062
	Iteration 26Q: 3 clusters Score -1.159304e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -11593046.000000 Penalty: 3710.789062
	Iteration 27Q: 3 clusters Score -1.159305e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -11593180.000000 Penalty: 3710.789062
	Iteration 28Q: 3 clusters Score -1.159318e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -11593269.000000 Penalty: 3710.789062
	Iteration 29Q: 3 clusters Score -1.159327e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -11593415.000000 Penalty: 3710.789062
	Iteration 30Q: 3 clusters Score -1.159342e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -11593565.000000 Penalty: 3710.789062
	Iteration 31Q: 3 clusters Score -1.159356e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -11593746.000000 Penalty: 3710.789062
	Iteration 32Q: 3 clusters Score -1.159375e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -11593898.000000 Penalty: 3710.789062
	Iteration 33Q: 3 clusters Score -1.15939e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -11594037.000000 Penalty: 3710.789062
	Iteration 34Q: 3 clusters Score -1.159404e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -11594228.000000 Penalty: 3710.789062
	Iteration 35Q: 3 clusters Score -1.159423e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -11594499.000000 Penalty: 3710.789062
	Iteration 36Q: 3 clusters Score -1.15945e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -11594821.000000 Penalty: 3710.789062
	Iteration 37Q: 3 clusters Score -1.159482e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -11595012.000000 Penalty: 3710.789062
	Iteration 38Q: 3 clusters Score -1.159501e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -11595331.000000 Penalty: 3710.789062
	Iteration 39Q: 3 clusters Score -1.159533e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -11595812.000000 Penalty: 3710.789062
	Iteration 40F: 3 clusters Score -1.159581e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -11596161.000000 Penalty: 3710.789062
	Iteration 41Q: 3 clusters Score -1.159616e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -11596691.000000 Penalty: 3710.789062
	Iteration 42Q: 3 clusters Score -1.159669e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -11597204.000000 Penalty: 3710.789062
	Iteration 43Q: 3 clusters Score -1.15972e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -11597744.000000 Penalty: 3710.789062
	Iteration 44Q: 3 clusters Score -1.159774e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76859 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -11598195.000000 Penalty: 3710.789062
	Iteration 45Q: 3 clusters Score -1.15982e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -11598775.000000 Penalty: 3710.789062
	Iteration 46Q: 3 clusters Score -1.159878e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80021 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -11599275.000000 Penalty: 3710.789062
	Iteration 47Q: 3 clusters Score -1.159928e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -11599611.000000 Penalty: 3710.789062
	Iteration 48Q: 3 clusters Score -1.159961e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -11599909.000000 Penalty: 3710.789062
	Iteration 49Q: 3 clusters Score -1.159991e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -11600224.000000 Penalty: 3710.789062
	Iteration 50Q: 3 clusters Score -1.160022e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -11600533.000000 Penalty: 3710.789062
	Iteration 51Q: 3 clusters Score -1.160053e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -11600739.000000 Penalty: 3710.789062
	Iteration 52Q: 3 clusters Score -1.160074e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -11600957.000000 Penalty: 3710.789062
	Iteration 53Q: 3 clusters Score -1.160096e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -11601123.000000 Penalty: 3710.789062
	Iteration 54Q: 3 clusters Score -1.160112e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -11601174.000000 Penalty: 3710.789062
	Iteration 55Q: 3 clusters Score -1.160117e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -11601190.000000 Penalty: 3710.789062
	Iteration 56Q: 3 clusters Score -1.160119e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -11601289.000000 Penalty: 3710.789062
	Iteration 57Q: 3 clusters Score -1.160129e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11601319.000000 Penalty: 3710.789062
	Iteration 58Q: 3 clusters Score -1.160132e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11601416.000000 Penalty: 3710.789062
	Iteration 59Q: 3 clusters Score -1.160142e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11601404.000000 Penalty: 3710.789062
	Iteration 60F: 3 clusters Score -1.16014e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11601445.000000 Penalty: 3710.789062
	Iteration 61Q: 3 clusters Score -1.160144e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11601472.000000 Penalty: 3710.789062
	Iteration 62Q: 3 clusters Score -1.160147e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11601530.000000 Penalty: 3710.789062
	Iteration 63Q: 3 clusters Score -1.160153e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11601575.000000 Penalty: 3710.789062
	Iteration 64Q: 3 clusters Score -1.160158e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11601581.000000 Penalty: 3710.789062
	Iteration 65Q: 3 clusters Score -1.160158e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11601578.000000 Penalty: 3710.789062
	Iteration 66Q: 3 clusters Score -1.160158e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11601596.000000 Penalty: 3710.789062
	Iteration 67Q: 3 clusters Score -1.16016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11601599.000000 Penalty: 3710.789062
	Iteration 68Q: 3 clusters Score -1.16016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11601600.000000 Penalty: 3710.789062
	Iteration 69Q: 3 clusters Score -1.16016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11601611.000000 Penalty: 3710.789062
	Iteration 70Q: 3 clusters Score -1.160161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11601619.000000 Penalty: 3710.789062
	Iteration 71Q: 3 clusters Score -1.160162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11601608.000000 Penalty: 3710.789062
	Iteration 72Q: 3 clusters Score -1.160161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11601622.000000 Penalty: 3710.789062
	Iteration 73Q: 3 clusters Score -1.160162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11601622.000000 Penalty: 3710.789062
	Iteration 74Q: 3 clusters Score -1.160162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11601631.000000 Penalty: 3710.789062
	Iteration 75Q: 3 clusters Score -1.160163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11601632.000000 Penalty: 3710.789062
	Iteration 76Q: 3 clusters Score -1.160163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -11601630.000000 Penalty: 3710.789062
	Iteration 77Q: 3 clusters Score -1.160163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11601635.000000 Penalty: 3710.789062
	Iteration 78Q: 3 clusters Score -1.160164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90321 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11601630.000000 Penalty: 3710.789062
	Iteration 79Q: 3 clusters Score -1.160163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11601639.000000 Penalty: 3710.789062
	Iteration 80F: 3 clusters Score -1.160164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11601660.000000 Penalty: 3710.789062
	Iteration 81Q: 3 clusters Score -1.160166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11601648.000000 Penalty: 3710.789062
	Iteration 82Q: 3 clusters Score -1.160165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11601654.000000 Penalty: 3710.789062
	Iteration 83Q: 3 clusters Score -1.160165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11601661.000000 Penalty: 3710.789062
	Iteration 84Q: 3 clusters Score -1.160166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11601662.000000 Penalty: 3710.789062
	Iteration 85Q: 3 clusters Score -1.160166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11601668.000000 Penalty: 3710.789062
	Iteration 86Q: 3 clusters Score -1.160167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11601668.000000 Penalty: 3710.789062
	Iteration 87F: 3 clusters Score -1.160167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Entering Unmasked Estep 
Score: -8384593.000000 Penalty: 1801.725830
	Iteration 0F: 2 clusters Score -8384593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -8342843.500000 Penalty: 3603.451660
	Iteration 0F: 3 clusters Score -8342844 nChanged 30716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -8359916.000000 Penalty: 3603.451660
	Iteration 1F: 3 clusters Score -8359916 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -8360404.000000 Penalty: 3603.451660
	Iteration 2Q: 3 clusters Score -8360404 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -8360946.500000 Penalty: 3603.451660
	Iteration 3Q: 3 clusters Score -8360946 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -8361646.000000 Penalty: 3603.451660
	Iteration 4Q: 3 clusters Score -8361646 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -8362581.500000 Penalty: 3603.451660
	Iteration 5Q: 3 clusters Score -8362582 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -8363915.500000 Penalty: 3603.451660
	Iteration 6Q: 3 clusters Score -8363916 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -8365889.000000 Penalty: 3603.451660
	Iteration 7F: 3 clusters Score -8365889 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -8368697.500000 Penalty: 3603.451660
	Iteration 8F: 3 clusters Score -8368698 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8371875.000000 Penalty: 3603.451660
	Iteration 9F: 3 clusters Score -8371875 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -8374753.500000 Penalty: 3603.451660
	Iteration 10F: 3 clusters Score -8374754 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -8376424.500000 Penalty: 3603.451660
	Iteration 11Q: 3 clusters Score -8376424 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -8377067.000000 Penalty: 3603.451660
	Iteration 12Q: 3 clusters Score -8377067 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -8377361.000000 Penalty: 3603.451660
	Iteration 13Q: 3 clusters Score -8377361 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -8377522.500000 Penalty: 3603.451660
	Iteration 14Q: 3 clusters Score -8377522 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -8377677.000000 Penalty: 3603.451660
	Iteration 15Q: 3 clusters Score -8377677 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -8377853.000000 Penalty: 3603.451660
	Iteration 16Q: 3 clusters Score -8377853 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -8378047.000000 Penalty: 3603.451660
	Iteration 17Q: 3 clusters Score -8378047 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -8378208.000000 Penalty: 3603.451660
	Iteration 18Q: 3 clusters Score -8378208 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -8378333.000000 Penalty: 3603.451660
	Iteration 19Q: 3 clusters Score -8378333 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -8378416.000000 Penalty: 3603.451660
	Iteration 20F: 3 clusters Score -8378416 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -8378535.000000 Penalty: 3603.451660
	Iteration 21Q: 3 clusters Score -8378535 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -8378643.500000 Penalty: 3603.451660
	Iteration 22Q: 3 clusters Score -8378644 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -8378747.500000 Penalty: 3603.451660
	Iteration 23Q: 3 clusters Score -8378748 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -8378854.000000 Penalty: 3603.451660
	Iteration 24Q: 3 clusters Score -8378854 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -8378970.000000 Penalty: 3603.451660
	Iteration 25Q: 3 clusters Score -8378970 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -8379086.000000 Penalty: 3603.451660
	Iteration 26Q: 3 clusters Score -8379086 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -8379179.000000 Penalty: 3603.451660
	Iteration 27Q: 3 clusters Score -8379179 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -8379332.500000 Penalty: 3603.451660
	Iteration 28Q: 3 clusters Score -8379332 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -8379496.000000 Penalty: 3603.451660
	Iteration 29Q: 3 clusters Score -8379496 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -8379676.000000 Penalty: 3603.451660
	Iteration 30Q: 3 clusters Score -8379676 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -8379824.000000 Penalty: 3603.451660
	Iteration 31Q: 3 clusters Score -8379824 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -8380029.000000 Penalty: 3603.451660
	Iteration 32Q: 3 clusters Score -8380029 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -8380195.500000 Penalty: 3603.451660
	Iteration 33Q: 3 clusters Score -8380196 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -8380371.000000 Penalty: 3603.451660
	Iteration 34Q: 3 clusters Score -8380371 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -8380506.000000 Penalty: 3603.451660
	Iteration 35Q: 3 clusters Score -8380506 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -8380629.500000 Penalty: 3603.451660
	Iteration 36Q: 3 clusters Score -8380630 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -8380809.500000 Penalty: 3603.451660
	Iteration 37Q: 3 clusters Score -8380810 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -8380984.500000 Penalty: 3603.451660
	Iteration 38Q: 3 clusters Score -8380984 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -8381164.500000 Penalty: 3603.451660
	Iteration 39Q: 3 clusters Score -8381164 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -8381340.500000 Penalty: 3603.451660
	Iteration 40F: 3 clusters Score -8381340 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -8381488.500000 Penalty: 3603.451660
	Iteration 41Q: 3 clusters Score -8381488 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -8381671.000000 Penalty: 3603.451660
	Iteration 42Q: 3 clusters Score -8381671 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -8381795.000000 Penalty: 3603.451660
	Iteration 43Q: 3 clusters Score -8381795 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -8381917.000000 Penalty: 3603.451660
	Iteration 44Q: 3 clusters Score -8381917 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -8382048.000000 Penalty: 3603.451660
	Iteration 45Q: 3 clusters Score -8382048 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -8382135.000000 Penalty: 3603.451660
	Iteration 46Q: 3 clusters Score -8382135 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -8382242.000000 Penalty: 3603.451660
	Iteration 47Q: 3 clusters Score -8382242 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -8382302.500000 Penalty: 3603.451660
	Iteration 48Q: 3 clusters Score -8382302 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -8382341.000000 Penalty: 3603.451660
	Iteration 49Q: 3 clusters Score -8382341 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -8382413.500000 Penalty: 3603.451660
	Iteration 50Q: 3 clusters Score -8382414 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -8382467.000000 Penalty: 3603.451660
	Iteration 51Q: 3 clusters Score -8382467 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -8382522.500000 Penalty: 3603.451660
	Iteration 52Q: 3 clusters Score -8382522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -8382560.500000 Penalty: 3603.451660
	Iteration 53Q: 3 clusters Score -8382560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -8382615.000000 Penalty: 3603.451660
	Iteration 54Q: 3 clusters Score -8382615 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -8382660.500000 Penalty: 3603.451660
	Iteration 55Q: 3 clusters Score -8382660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -8382705.000000 Penalty: 3603.451660
	Iteration 56Q: 3 clusters Score -8382705 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -8382733.000000 Penalty: 3603.451660
	Iteration 57Q: 3 clusters Score -8382733 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -8382778.500000 Penalty: 3603.451660
	Iteration 58Q: 3 clusters Score -8382778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -8382809.000000 Penalty: 3603.451660
	Iteration 59Q: 3 clusters Score -8382809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -8382829.500000 Penalty: 3603.451660
	Iteration 60F: 3 clusters Score -8382830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -8382851.500000 Penalty: 3603.451660
	Iteration 61Q: 3 clusters Score -8382852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -8382877.500000 Penalty: 3603.451660
	Iteration 62Q: 3 clusters Score -8382878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -8382905.000000 Penalty: 3603.451660
	Iteration 63Q: 3 clusters Score -8382905 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -8382940.500000 Penalty: 3603.451660
	Iteration 64Q: 3 clusters Score -8382940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -8382963.000000 Penalty: 3603.451660
	Iteration 65Q: 3 clusters Score -8382963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -8382988.000000 Penalty: 3603.451660
	Iteration 66Q: 3 clusters Score -8382988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -8383016.500000 Penalty: 3603.451660
	Iteration 67Q: 3 clusters Score -8383016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -8383033.500000 Penalty: 3603.451660
	Iteration 68Q: 3 clusters Score -8383034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -8383059.000000 Penalty: 3603.451660
	Iteration 69Q: 3 clusters Score -8383059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -8383069.500000 Penalty: 3603.451660
	Iteration 70Q: 3 clusters Score -8383070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -8383096.000000 Penalty: 3603.451660
	Iteration 71Q: 3 clusters Score -8383096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -8383120.500000 Penalty: 3603.451660
	Iteration 72Q: 3 clusters Score -8383120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -8383145.500000 Penalty: 3603.451660
	Iteration 73Q: 3 clusters Score -8383146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -8383159.000000 Penalty: 3603.451660
	Iteration 74Q: 3 clusters Score -8383159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -8383169.000000 Penalty: 3603.451660
	Iteration 75Q: 3 clusters Score -8383169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -8383175.000000 Penalty: 3603.451660
	Iteration 76Q: 3 clusters Score -8383175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -8383184.000000 Penalty: 3603.451660
	Iteration 77Q: 3 clusters Score -8383184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -8383182.500000 Penalty: 3603.451660
	Iteration 78Q: 3 clusters Score -8383182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -8383186.000000 Penalty: 3603.451660
	Iteration 79Q: 3 clusters Score -8383186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -8383194.000000 Penalty: 3603.451660
	Iteration 80F: 3 clusters Score -8383194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -8383197.000000 Penalty: 3603.451660
	Iteration 81Q: 3 clusters Score -8383197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -8383199.000000 Penalty: 3603.451660
	Iteration 82Q: 3 clusters Score -8383199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -8383198.500000 Penalty: 3603.451660
	Iteration 83Q: 3 clusters Score -8383198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -8383198.000000 Penalty: 3603.451660
	Iteration 84Q: 3 clusters Score -8383198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -8383194.000000 Penalty: 3603.451660
	Iteration 85Q: 3 clusters Score -8383194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -8383186.500000 Penalty: 3603.451660
	Iteration 86Q: 3 clusters Score -8383186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -8383189.000000 Penalty: 3603.451660
	Iteration 87Q: 3 clusters Score -8383189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -8383191.500000 Penalty: 3603.451660
	Iteration 88Q: 3 clusters Score -8383192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -8383194.000000 Penalty: 3603.451660
	Iteration 89Q: 3 clusters Score -8383194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -8383186.000000 Penalty: 3603.451660
	Iteration 90Q: 3 clusters Score -8383186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -8383182.500000 Penalty: 3603.451660
	Iteration 91Q: 3 clusters Score -8383182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -8383181.500000 Penalty: 3603.451660
	Iteration 92Q: 3 clusters Score -8383182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -8383187.000000 Penalty: 3603.451660
	Iteration 93Q: 3 clusters Score -8383187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -8383187.000000 Penalty: 3603.451660
	Iteration 94F: 3 clusters Score -8383187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Entering Unmasked Estep 
Score: -5838187.000000 Penalty: 1742.398438
	Iteration 0F: 2 clusters Score -5838187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -5808747.500000 Penalty: 3484.796875
	Iteration 0F: 3 clusters Score -5808748 nChanged 21184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5820643.000000 Penalty: 3484.796875
	Iteration 1F: 3 clusters Score -5820643 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5821166.000000 Penalty: 3484.796875
	Iteration 2Q: 3 clusters Score -5821166 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5821789.500000 Penalty: 3484.796875
	Iteration 3Q: 3 clusters Score -5821790 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5822681.000000 Penalty: 3484.796875
	Iteration 4Q: 3 clusters Score -5822681 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -5823963.000000 Penalty: 3484.796875
	Iteration 5F: 3 clusters Score -5823963 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -5825759.000000 Penalty: 3484.796875
	Iteration 6F: 3 clusters Score -5825759 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5828272.000000 Penalty: 3484.796875
	Iteration 7F: 3 clusters Score -5828272 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -5831237.500000 Penalty: 3484.796875
	Iteration 8F: 3 clusters Score -5831238 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -5833484.000000 Penalty: 3484.796875
	Iteration 9F: 3 clusters Score -5833484 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5834506.500000 Penalty: 3484.796875
	Iteration 10Q: 3 clusters Score -5834506 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -5835139.500000 Penalty: 3484.796875
	Iteration 11Q: 3 clusters Score -5835140 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5835556.500000 Penalty: 3484.796875
	Iteration 12Q: 3 clusters Score -5835556 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -5835868.500000 Penalty: 3484.796875
	Iteration 13Q: 3 clusters Score -5835868 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -5836064.500000 Penalty: 3484.796875
	Iteration 14Q: 3 clusters Score -5836064 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -5836220.000000 Penalty: 3484.796875
	Iteration 15Q: 3 clusters Score -5836220 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -5836320.000000 Penalty: 3484.796875
	Iteration 16Q: 3 clusters Score -5836320 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -5836377.000000 Penalty: 3484.796875
	Iteration 17Q: 3 clusters Score -5836377 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -5836481.000000 Penalty: 3484.796875
	Iteration 18Q: 3 clusters Score -5836481 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -5836541.500000 Penalty: 3484.796875
	Iteration 19Q: 3 clusters Score -5836542 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -5836588.500000 Penalty: 3484.796875
	Iteration 20F: 3 clusters Score -5836588 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -5836568.500000 Penalty: 3484.796875
	Iteration 21Q: 3 clusters Score -5836568 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -5836597.500000 Penalty: 3484.796875
	Iteration 22Q: 3 clusters Score -5836598 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -5836567.000000 Penalty: 3484.796875
	Iteration 23Q: 3 clusters Score -5836567 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -5836573.000000 Penalty: 3484.796875
	Iteration 24Q: 3 clusters Score -5836573 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -5836562.500000 Penalty: 3484.796875
	Iteration 25Q: 3 clusters Score -5836562 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -5836601.000000 Penalty: 3484.796875
	Iteration 26Q: 3 clusters Score -5836601 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -5836617.500000 Penalty: 3484.796875
	Iteration 27Q: 3 clusters Score -5836618 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -5836653.500000 Penalty: 3484.796875
	Iteration 28Q: 3 clusters Score -5836654 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5836659.000000 Penalty: 3484.796875
	Iteration 29Q: 3 clusters Score -5836659 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5836732.000000 Penalty: 3484.796875
	Iteration 30Q: 3 clusters Score -5836732 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5836721.000000 Penalty: 3484.796875
	Iteration 31Q: 3 clusters Score -5836721 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5836725.500000 Penalty: 3484.796875
	Iteration 32Q: 3 clusters Score -5836726 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5836735.500000 Penalty: 3484.796875
	Iteration 33Q: 3 clusters Score -5836736 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5836763.500000 Penalty: 3484.796875
	Iteration 34Q: 3 clusters Score -5836764 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5836769.500000 Penalty: 3484.796875
	Iteration 35Q: 3 clusters Score -5836770 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5836808.000000 Penalty: 3484.796875
	Iteration 36Q: 3 clusters Score -5836808 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5836803.000000 Penalty: 3484.796875
	Iteration 37Q: 3 clusters Score -5836803 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5836823.500000 Penalty: 3484.796875
	Iteration 38Q: 3 clusters Score -5836824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5836818.000000 Penalty: 3484.796875
	Iteration 39Q: 3 clusters Score -5836818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5836842.000000 Penalty: 3484.796875
	Iteration 40F: 3 clusters Score -5836842 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5836866.000000 Penalty: 3484.796875
	Iteration 41Q: 3 clusters Score -5836866 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5836858.000000 Penalty: 3484.796875
	Iteration 42Q: 3 clusters Score -5836858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5836872.500000 Penalty: 3484.796875
	Iteration 43Q: 3 clusters Score -5836872 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5836879.000000 Penalty: 3484.796875
	Iteration 44Q: 3 clusters Score -5836879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5836865.000000 Penalty: 3484.796875
	Iteration 45Q: 3 clusters Score -5836865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5836878.000000 Penalty: 3484.796875
	Iteration 46Q: 3 clusters Score -5836878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5836883.000000 Penalty: 3484.796875
	Iteration 47Q: 3 clusters Score -5836883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5836884.000000 Penalty: 3484.796875
	Iteration 48Q: 3 clusters Score -5836884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5836877.000000 Penalty: 3484.796875
	Iteration 49Q: 3 clusters Score -5836877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5836875.000000 Penalty: 3484.796875
	Iteration 50Q: 3 clusters Score -5836875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5836878.000000 Penalty: 3484.796875
	Iteration 51Q: 3 clusters Score -5836878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5836887.500000 Penalty: 3484.796875
	Iteration 52Q: 3 clusters Score -5836888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5836889.000000 Penalty: 3484.796875
	Iteration 53Q: 3 clusters Score -5836889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5836896.000000 Penalty: 3484.796875
	Iteration 54Q: 3 clusters Score -5836896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5836899.500000 Penalty: 3484.796875
	Iteration 55Q: 3 clusters Score -5836900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5836888.000000 Penalty: 3484.796875
	Iteration 56Q: 3 clusters Score -5836888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5836887.000000 Penalty: 3484.796875
	Iteration 57Q: 3 clusters Score -5836887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5836884.500000 Penalty: 3484.796875
	Iteration 58Q: 3 clusters Score -5836884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5836892.500000 Penalty: 3484.796875
	Iteration 59Q: 3 clusters Score -5836892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5836889.500000 Penalty: 3484.796875
	Iteration 60F: 3 clusters Score -5836890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5836895.500000 Penalty: 3484.796875
	Iteration 61Q: 3 clusters Score -5836896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5836896.000000 Penalty: 3484.796875
	Iteration 62Q: 3 clusters Score -5836896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5836896.000000 Penalty: 3484.796875
	Iteration 63F: 3 clusters Score -5836896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Entering Unmasked Estep 
Score: -6552264.500000 Penalty: 1760.937378
	Iteration 0F: 2 clusters Score -6552264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -6518858.500000 Penalty: 3521.874756
	Iteration 0F: 3 clusters Score -6518858 nChanged 24030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -6532842.000000 Penalty: 3521.874756
	Iteration 1F: 3 clusters Score -6532842 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -6533807.500000 Penalty: 3521.874756
	Iteration 2Q: 3 clusters Score -6533808 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6535053.500000 Penalty: 3521.874756
	Iteration 3Q: 3 clusters Score -6535054 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -6536347.500000 Penalty: 3521.874756
	Iteration 4F: 3 clusters Score -6536348 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -6537722.500000 Penalty: 3521.874756
	Iteration 5F: 3 clusters Score -6537722 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -6538818.000000 Penalty: 3521.874756
	Iteration 6Q: 3 clusters Score -6538818 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -6539867.500000 Penalty: 3521.874756
	Iteration 7Q: 3 clusters Score -6539868 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -6540712.500000 Penalty: 3521.874756
	Iteration 8Q: 3 clusters Score -6540712 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -6541564.500000 Penalty: 3521.874756
	Iteration 9Q: 3 clusters Score -6541564 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -6542321.500000 Penalty: 3521.874756
	Iteration 10Q: 3 clusters Score -6542322 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -6543121.500000 Penalty: 3521.874756
	Iteration 11Q: 3 clusters Score -6543122 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -6543898.000000 Penalty: 3521.874756
	Iteration 12Q: 3 clusters Score -6543898 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -6544752.500000 Penalty: 3521.874756
	Iteration 13Q: 3 clusters Score -6544752 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -6545513.500000 Penalty: 3521.874756
	Iteration 14Q: 3 clusters Score -6545514 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -6546286.500000 Penalty: 3521.874756
	Iteration 15Q: 3 clusters Score -6546286 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -6546869.500000 Penalty: 3521.874756
	Iteration 16Q: 3 clusters Score -6546870 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -6547406.000000 Penalty: 3521.874756
	Iteration 17Q: 3 clusters Score -6547406 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -6547830.500000 Penalty: 3521.874756
	Iteration 18Q: 3 clusters Score -6547830 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -6548224.000000 Penalty: 3521.874756
	Iteration 19Q: 3 clusters Score -6548224 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -6548531.500000 Penalty: 3521.874756
	Iteration 20F: 3 clusters Score -6548532 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -6548823.000000 Penalty: 3521.874756
	Iteration 21Q: 3 clusters Score -6548823 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -6549098.000000 Penalty: 3521.874756
	Iteration 22Q: 3 clusters Score -6549098 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -6549328.500000 Penalty: 3521.874756
	Iteration 23Q: 3 clusters Score -6549328 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6549494.500000 Penalty: 3521.874756
	Iteration 24Q: 3 clusters Score -6549494 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6549669.000000 Penalty: 3521.874756
	Iteration 25Q: 3 clusters Score -6549669 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6549815.000000 Penalty: 3521.874756
	Iteration 26Q: 3 clusters Score -6549815 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6549960.000000 Penalty: 3521.874756
	Iteration 27Q: 3 clusters Score -6549960 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6550101.500000 Penalty: 3521.874756
	Iteration 28Q: 3 clusters Score -6550102 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6550193.000000 Penalty: 3521.874756
	Iteration 29Q: 3 clusters Score -6550193 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6550282.500000 Penalty: 3521.874756
	Iteration 30Q: 3 clusters Score -6550282 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6550354.000000 Penalty: 3521.874756
	Iteration 31Q: 3 clusters Score -6550354 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6550436.500000 Penalty: 3521.874756
	Iteration 32Q: 3 clusters Score -6550436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6550468.500000 Penalty: 3521.874756
	Iteration 33Q: 3 clusters Score -6550468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6550522.500000 Penalty: 3521.874756
	Iteration 34Q: 3 clusters Score -6550522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6550542.500000 Penalty: 3521.874756
	Iteration 35Q: 3 clusters Score -6550542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6550592.000000 Penalty: 3521.874756
	Iteration 36Q: 3 clusters Score -6550592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6550619.500000 Penalty: 3521.874756
	Iteration 37Q: 3 clusters Score -6550620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6550656.500000 Penalty: 3521.874756
	Iteration 38Q: 3 clusters Score -6550656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6550672.000000 Penalty: 3521.874756
	Iteration 39Q: 3 clusters Score -6550672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6550694.000000 Penalty: 3521.874756
	Iteration 40F: 3 clusters Score -6550694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6550710.000000 Penalty: 3521.874756
	Iteration 41Q: 3 clusters Score -6550710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6550727.500000 Penalty: 3521.874756
	Iteration 42Q: 3 clusters Score -6550728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6550739.500000 Penalty: 3521.874756
	Iteration 43Q: 3 clusters Score -6550740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6550746.500000 Penalty: 3521.874756
	Iteration 44Q: 3 clusters Score -6550746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6550755.000000 Penalty: 3521.874756
	Iteration 45Q: 3 clusters Score -6550755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6550759.500000 Penalty: 3521.874756
	Iteration 46Q: 3 clusters Score -6550760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6550760.000000 Penalty: 3521.874756
	Iteration 47Q: 3 clusters Score -6550760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6550759.500000 Penalty: 3521.874756
	Iteration 48Q: 3 clusters Score -6550760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6550768.000000 Penalty: 3521.874756
	Iteration 49Q: 3 clusters Score -6550768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6550778.500000 Penalty: 3521.874756
	Iteration 50Q: 3 clusters Score -6550778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6550780.000000 Penalty: 3521.874756
	Iteration 51Q: 3 clusters Score -6550780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6550784.000000 Penalty: 3521.874756
	Iteration 52Q: 3 clusters Score -6550784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6550787.000000 Penalty: 3521.874756
	Iteration 53Q: 3 clusters Score -6550787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6550784.500000 Penalty: 3521.874756
	Iteration 54Q: 3 clusters Score -6550784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6550788.000000 Penalty: 3521.874756
	Iteration 55Q: 3 clusters Score -6550788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6550789.500000 Penalty: 3521.874756
	Iteration 56Q: 3 clusters Score -6550790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6550790.500000 Penalty: 3521.874756
	Iteration 57Q: 3 clusters Score -6550790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6550789.500000 Penalty: 3521.874756
	Iteration 58Q: 3 clusters Score -6550790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6550784.000000 Penalty: 3521.874756
	Iteration 59Q: 3 clusters Score -6550784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6550784.500000 Penalty: 3521.874756
	Iteration 60F: 3 clusters Score -6550784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6550794.000000 Penalty: 3521.874756
	Iteration 61Q: 3 clusters Score -6550794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6550803.000000 Penalty: 3521.874756
	Iteration 62Q: 3 clusters Score -6550803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6550797.000000 Penalty: 3521.874756
	Iteration 63Q: 3 clusters Score -6550797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6550806.000000 Penalty: 3521.874756
	Iteration 64Q: 3 clusters Score -6550806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6550801.500000 Penalty: 3521.874756
	Iteration 65Q: 3 clusters Score -6550802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6550796.500000 Penalty: 3521.874756
	Iteration 66Q: 3 clusters Score -6550796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6550803.000000 Penalty: 3521.874756
	Iteration 67Q: 3 clusters Score -6550803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6550812.000000 Penalty: 3521.874756
	Iteration 68Q: 3 clusters Score -6550812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6550817.000000 Penalty: 3521.874756
	Iteration 69Q: 3 clusters Score -6550817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6550811.500000 Penalty: 3521.874756
	Iteration 70Q: 3 clusters Score -6550812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6550814.000000 Penalty: 3521.874756
	Iteration 71Q: 3 clusters Score -6550814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6550817.000000 Penalty: 3521.874756
	Iteration 72Q: 3 clusters Score -6550817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6550820.500000 Penalty: 3521.874756
	Iteration 73Q: 3 clusters Score -6550820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6550822.000000 Penalty: 3521.874756
	Iteration 74Q: 3 clusters Score -6550822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6550826.000000 Penalty: 3521.874756
	Iteration 75Q: 3 clusters Score -6550826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6550827.500000 Penalty: 3521.874756
	Iteration 76Q: 3 clusters Score -6550828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6550832.500000 Penalty: 3521.874756
	Iteration 77Q: 3 clusters Score -6550832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6550830.500000 Penalty: 3521.874756
	Iteration 78Q: 3 clusters Score -6550830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6550828.500000 Penalty: 3521.874756
	Iteration 79Q: 3 clusters Score -6550828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6550831.500000 Penalty: 3521.874756
	Iteration 80F: 3 clusters Score -6550832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Entering Unmasked Estep 
Score: -7030525.500000 Penalty: 1775.034790
	Iteration 0F: 2 clusters Score -7030526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -6993653.000000 Penalty: 3550.069580
	Iteration 0F: 3 clusters Score -6993653 nChanged 26097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -7008814.500000 Penalty: 3550.069580
	Iteration 1F: 3 clusters Score -7008814 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -7009596.500000 Penalty: 3550.069580
	Iteration 2Q: 3 clusters Score -7009596 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -7010865.000000 Penalty: 3550.069580
	Iteration 3Q: 3 clusters Score -7010865 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -7012680.000000 Penalty: 3550.069580
	Iteration 4F: 3 clusters Score -7012680 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -7015604.000000 Penalty: 3550.069580
	Iteration 5F: 3 clusters Score -7015604 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -7019367.000000 Penalty: 3550.069580
	Iteration 6F: 3 clusters Score -7019367 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -7022974.000000 Penalty: 3550.069580
	Iteration 7F: 3 clusters Score -7022974 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -7025092.000000 Penalty: 3550.069580
	Iteration 8F: 3 clusters Score -7025092 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -7026001.500000 Penalty: 3550.069580
	Iteration 9Q: 3 clusters Score -7026002 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -7026499.500000 Penalty: 3550.069580
	Iteration 10Q: 3 clusters Score -7026500 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -7026821.500000 Penalty: 3550.069580
	Iteration 11Q: 3 clusters Score -7026822 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -7027043.500000 Penalty: 3550.069580
	Iteration 12Q: 3 clusters Score -7027044 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -7027184.000000 Penalty: 3550.069580
	Iteration 13Q: 3 clusters Score -7027184 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -7027280.500000 Penalty: 3550.069580
	Iteration 14Q: 3 clusters Score -7027280 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -7027361.000000 Penalty: 3550.069580
	Iteration 15Q: 3 clusters Score -7027361 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -7027376.000000 Penalty: 3550.069580
	Iteration 16Q: 3 clusters Score -7027376 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -7027406.000000 Penalty: 3550.069580
	Iteration 17Q: 3 clusters Score -7027406 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -7027414.500000 Penalty: 3550.069580
	Iteration 18Q: 3 clusters Score -7027414 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -7027439.000000 Penalty: 3550.069580
	Iteration 19Q: 3 clusters Score -7027439 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -7027459.500000 Penalty: 3550.069580
	Iteration 20F: 3 clusters Score -7027460 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -7027475.500000 Penalty: 3550.069580
	Iteration 21Q: 3 clusters Score -7027476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -7027478.000000 Penalty: 3550.069580
	Iteration 22Q: 3 clusters Score -7027478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -7027481.500000 Penalty: 3550.069580
	Iteration 23Q: 3 clusters Score -7027482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -7027475.500000 Penalty: 3550.069580
	Iteration 24Q: 3 clusters Score -7027476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -7027487.000000 Penalty: 3550.069580
	Iteration 25Q: 3 clusters Score -7027487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -7027493.500000 Penalty: 3550.069580
	Iteration 26Q: 3 clusters Score -7027494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -7027499.000000 Penalty: 3550.069580
	Iteration 27Q: 3 clusters Score -7027499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -7027497.000000 Penalty: 3550.069580
	Iteration 28Q: 3 clusters Score -7027497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -7027502.500000 Penalty: 3550.069580
	Iteration 29Q: 3 clusters Score -7027502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -7027513.000000 Penalty: 3550.069580
	Iteration 30Q: 3 clusters Score -7027513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -7027513.500000 Penalty: 3550.069580
	Iteration 31Q: 3 clusters Score -7027514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -7027526.000000 Penalty: 3550.069580
	Iteration 32Q: 3 clusters Score -7027526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -7027516.000000 Penalty: 3550.069580
	Iteration 33Q: 3 clusters Score -7027516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -7027516.000000 Penalty: 3550.069580
	Iteration 34Q: 3 clusters Score -7027516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -7027523.000000 Penalty: 3550.069580
	Iteration 35Q: 3 clusters Score -7027523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -7027523.500000 Penalty: 3550.069580
	Iteration 36Q: 3 clusters Score -7027524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -7027524.000000 Penalty: 3550.069580
	Iteration 37Q: 3 clusters Score -7027524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -7027522.500000 Penalty: 3550.069580
	Iteration 38Q: 3 clusters Score -7027522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -7027529.000000 Penalty: 3550.069580
	Iteration 39Q: 3 clusters Score -7027529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -7027531.000000 Penalty: 3550.069580
	Iteration 40F: 3 clusters Score -7027531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -7027532.500000 Penalty: 3550.069580
	Iteration 41Q: 3 clusters Score -7027532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -7027531.000000 Penalty: 3550.069580
	Iteration 42Q: 3 clusters Score -7027531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -7027530.500000 Penalty: 3550.069580
	Iteration 43Q: 3 clusters Score -7027530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -7027533.000000 Penalty: 3550.069580
	Iteration 44Q: 3 clusters Score -7027533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -7027533.500000 Penalty: 3550.069580
	Iteration 45Q: 3 clusters Score -7027534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -7027532.000000 Penalty: 3550.069580
	Iteration 46Q: 3 clusters Score -7027532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -7027532.000000 Penalty: 3550.069580
	Iteration 47F: 3 clusters Score -7027532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -63102.433594 Penalty: 1022.380005
	Iteration 0F: 2 clusters Score -63102.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62016.718750 Penalty: 2044.760010
	Iteration 0F: 3 clusters Score -62016.72 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62230.328125 Penalty: 2044.760010
	Iteration 1F: 3 clusters Score -62230.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62304.011719 Penalty: 2044.760010
	Iteration 2F: 3 clusters Score -62304.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62338.800781 Penalty: 2044.760010
	Iteration 3Q: 3 clusters Score -62338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62353.218750 Penalty: 2044.760010
	Iteration 4Q: 3 clusters Score -62353.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62368.769531 Penalty: 2044.760010
	Iteration 5Q: 3 clusters Score -62368.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62381.496094 Penalty: 2044.760010
	Iteration 6Q: 3 clusters Score -62381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62389.527344 Penalty: 2044.760010
	Iteration 7Q: 3 clusters Score -62389.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62391.898438 Penalty: 2044.760010
	Iteration 8Q: 3 clusters Score -62391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62394.269531 Penalty: 2044.760010
	Iteration 9Q: 3 clusters Score -62394.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62394.929688 Penalty: 2044.760010
	Iteration 10Q: 3 clusters Score -62394.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62398.710938 Penalty: 2044.760010
	Iteration 11Q: 3 clusters Score -62398.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62405.062500 Penalty: 2044.760010
	Iteration 12Q: 3 clusters Score -62405.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62408.542969 Penalty: 2044.760010
	Iteration 13Q: 3 clusters Score -62408.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62408.542969 Penalty: 2044.760010
	Iteration 14F: 3 clusters Score -62408.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -571486.250000 Penalty: 1367.175415
	Iteration 0F: 2 clusters Score -571486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -567793.437500 Penalty: 2734.350830
	Iteration 0F: 3 clusters Score -567793.4 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -568831.437500 Penalty: 2734.350830
	Iteration 1F: 3 clusters Score -568831.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -568968.687500 Penalty: 2734.350830
	Iteration 2F: 3 clusters Score -568968.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -569066.687500 Penalty: 2734.350830
	Iteration 3Q: 3 clusters Score -569066.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -569139.125000 Penalty: 2734.350830
	Iteration 4Q: 3 clusters Score -569139.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -569191.687500 Penalty: 2734.350830
	Iteration 5Q: 3 clusters Score -569191.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -569243.000000 Penalty: 2734.350830
	Iteration 6Q: 3 clusters Score -569243 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -569291.687500 Penalty: 2734.350830
	Iteration 7Q: 3 clusters Score -569291.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -569337.875000 Penalty: 2734.350830
	Iteration 8Q: 3 clusters Score -569337.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -569375.687500 Penalty: 2734.350830
	Iteration 9Q: 3 clusters Score -569375.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -569417.125000 Penalty: 2734.350830
	Iteration 10Q: 3 clusters Score -569417.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -569469.000000 Penalty: 2734.350830
	Iteration 11Q: 3 clusters Score -569469 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -569521.250000 Penalty: 2734.350830
	Iteration 12Q: 3 clusters Score -569521.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -569574.812500 Penalty: 2734.350830
	Iteration 13Q: 3 clusters Score -569574.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -569628.000000 Penalty: 2734.350830
	Iteration 14Q: 3 clusters Score -569628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -569680.625000 Penalty: 2734.350830
	Iteration 15Q: 3 clusters Score -569680.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -569736.500000 Penalty: 2734.350830
	Iteration 16Q: 3 clusters Score -569736.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -569809.937500 Penalty: 2734.350830
	Iteration 17Q: 3 clusters Score -569809.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -569891.812500 Penalty: 2734.350830
	Iteration 18Q: 3 clusters Score -569891.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -569953.062500 Penalty: 2734.350830
	Iteration 19Q: 3 clusters Score -569953.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -570017.500000 Penalty: 2734.350830
	Iteration 20F: 3 clusters Score -570017.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -570084.062500 Penalty: 2734.350830
	Iteration 21Q: 3 clusters Score -570084.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -570135.125000 Penalty: 2734.350830
	Iteration 22Q: 3 clusters Score -570135.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -570163.937500 Penalty: 2734.350830
	Iteration 23Q: 3 clusters Score -570163.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -570195.812500 Penalty: 2734.350830
	Iteration 24Q: 3 clusters Score -570195.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -570214.187500 Penalty: 2734.350830
	Iteration 25Q: 3 clusters Score -570214.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -570227.937500 Penalty: 2734.350830
	Iteration 26Q: 3 clusters Score -570227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -570237.312500 Penalty: 2734.350830
	Iteration 27Q: 3 clusters Score -570237.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -570248.312500 Penalty: 2734.350830
	Iteration 28Q: 3 clusters Score -570248.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -570263.750000 Penalty: 2734.350830
	Iteration 29Q: 3 clusters Score -570263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -570270.937500 Penalty: 2734.350830
	Iteration 30Q: 3 clusters Score -570270.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -570279.625000 Penalty: 2734.350830
	Iteration 31Q: 3 clusters Score -570279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -570283.500000 Penalty: 2734.350830
	Iteration 32Q: 3 clusters Score -570283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -570285.500000 Penalty: 2734.350830
	Iteration 33Q: 3 clusters Score -570285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -570291.000000 Penalty: 2734.350830
	Iteration 34Q: 3 clusters Score -570291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -570294.750000 Penalty: 2734.350830
	Iteration 35Q: 3 clusters Score -570294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -570298.187500 Penalty: 2734.350830
	Iteration 36Q: 3 clusters Score -570298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -570300.687500 Penalty: 2734.350830
	Iteration 37Q: 3 clusters Score -570300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -570305.750000 Penalty: 2734.350830
	Iteration 38Q: 3 clusters Score -570305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -570310.187500 Penalty: 2734.350830
	Iteration 39Q: 3 clusters Score -570310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -570313.312500 Penalty: 2734.350830
	Iteration 40F: 3 clusters Score -570313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -570314.500000 Penalty: 2734.350830
	Iteration 41Q: 3 clusters Score -570314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -570316.500000 Penalty: 2734.350830
	Iteration 42Q: 3 clusters Score -570316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -570319.000000 Penalty: 2734.350830
	Iteration 43Q: 3 clusters Score -570319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -570322.937500 Penalty: 2734.350830
	Iteration 44Q: 3 clusters Score -570322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -570325.500000 Penalty: 2734.350830
	Iteration 45Q: 3 clusters Score -570325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -570328.187500 Penalty: 2734.350830
	Iteration 46Q: 3 clusters Score -570328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -570329.437500 Penalty: 2734.350830
	Iteration 47Q: 3 clusters Score -570329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -570329.437500 Penalty: 2734.350830
	Iteration 48F: 3 clusters Score -570329.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -319549.562500 Penalty: 1270.429565
	Iteration 0F: 2 clusters Score -319549.6 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 1213 members 
Entering Unmasked Estep 
Score: -317134.062500 Penalty: 2540.859131
	Iteration 0F: 3 clusters Score -317134.1 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -317661.875000 Penalty: 2540.859131
	Iteration 1F: 3 clusters Score -317661.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -317799.625000 Penalty: 2540.859131
	Iteration 2F: 3 clusters Score -317799.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -317865.625000 Penalty: 2540.859131
	Iteration 3F: 3 clusters Score -317865.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -317902.968750 Penalty: 2540.859131
	Iteration 4Q: 3 clusters Score -317903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -317920.000000 Penalty: 2540.859131
	Iteration 5Q: 3 clusters Score -317920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -317932.093750 Penalty: 2540.859131
	Iteration 6Q: 3 clusters Score -317932.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -317947.968750 Penalty: 2540.859131
	Iteration 7Q: 3 clusters Score -317948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -317961.875000 Penalty: 2540.859131
	Iteration 8Q: 3 clusters Score -317961.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -317976.437500 Penalty: 2540.859131
	Iteration 9Q: 3 clusters Score -317976.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -317989.937500 Penalty: 2540.859131
	Iteration 10Q: 3 clusters Score -317989.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -318001.937500 Penalty: 2540.859131
	Iteration 11Q: 3 clusters Score -318001.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -318012.968750 Penalty: 2540.859131
	Iteration 12Q: 3 clusters Score -318013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -318021.656250 Penalty: 2540.859131
	Iteration 13Q: 3 clusters Score -318021.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -318034.218750 Penalty: 2540.859131
	Iteration 14Q: 3 clusters Score -318034.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -318047.781250 Penalty: 2540.859131
	Iteration 15Q: 3 clusters Score -318047.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -318063.968750 Penalty: 2540.859131
	Iteration 16Q: 3 clusters Score -318064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -318083.375000 Penalty: 2540.859131
	Iteration 17Q: 3 clusters Score -318083.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -318102.843750 Penalty: 2540.859131
	Iteration 18Q: 3 clusters Score -318102.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -318117.468750 Penalty: 2540.859131
	Iteration 19Q: 3 clusters Score -318117.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -318131.593750 Penalty: 2540.859131
	Iteration 20F: 3 clusters Score -318131.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -318147.093750 Penalty: 2540.859131
	Iteration 21Q: 3 clusters Score -318147.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -318162.906250 Penalty: 2540.859131
	Iteration 22Q: 3 clusters Score -318162.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -318176.812500 Penalty: 2540.859131
	Iteration 23Q: 3 clusters Score -318176.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -318195.843750 Penalty: 2540.859131
	Iteration 24Q: 3 clusters Score -318195.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -318210.781250 Penalty: 2540.859131
	Iteration 25Q: 3 clusters Score -318210.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -318222.843750 Penalty: 2540.859131
	Iteration 26Q: 3 clusters Score -318222.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -318230.656250 Penalty: 2540.859131
	Iteration 27Q: 3 clusters Score -318230.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -318236.875000 Penalty: 2540.859131
	Iteration 28Q: 3 clusters Score -318236.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -318244.281250 Penalty: 2540.859131
	Iteration 29Q: 3 clusters Score -318244.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -318251.218750 Penalty: 2540.859131
	Iteration 30Q: 3 clusters Score -318251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -318256.031250 Penalty: 2540.859131
	Iteration 31Q: 3 clusters Score -318256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -318260.125000 Penalty: 2540.859131
	Iteration 32Q: 3 clusters Score -318260.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -318266.875000 Penalty: 2540.859131
	Iteration 33Q: 3 clusters Score -318266.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -318277.031250 Penalty: 2540.859131
	Iteration 34Q: 3 clusters Score -318277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -318282.656250 Penalty: 2540.859131
	Iteration 35Q: 3 clusters Score -318282.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -318286.781250 Penalty: 2540.859131
	Iteration 36Q: 3 clusters Score -318286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -318293.937500 Penalty: 2540.859131
	Iteration 37Q: 3 clusters Score -318293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -318298.125000 Penalty: 2540.859131
	Iteration 38Q: 3 clusters Score -318298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -318300.812500 Penalty: 2540.859131
	Iteration 39Q: 3 clusters Score -318300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -318304.375000 Penalty: 2540.859131
	Iteration 40F: 3 clusters Score -318304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -318306.718750 Penalty: 2540.859131
	Iteration 41Q: 3 clusters Score -318306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -318308.406250 Penalty: 2540.859131
	Iteration 42Q: 3 clusters Score -318308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -318312.500000 Penalty: 2540.859131
	Iteration 43Q: 3 clusters Score -318312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -318314.812500 Penalty: 2540.859131
	Iteration 44Q: 3 clusters Score -318314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -318315.687500 Penalty: 2540.859131
	Iteration 45Q: 3 clusters Score -318315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -318315.468750 Penalty: 2540.859131
	Iteration 46Q: 3 clusters Score -318315.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -318315.468750 Penalty: 2540.859131
	Iteration 47F: 3 clusters Score -318315.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Entering Unmasked Estep 
Score: -9327720.000000 Penalty: 1821.687866
	Iteration 0F: 2 clusters Score -9327720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -9278514.000000 Penalty: 3643.375732
	Iteration 0F: 3 clusters Score -9278514 nChanged 35037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -9298554.000000 Penalty: 3643.375732
	Iteration 1F: 3 clusters Score -9298554 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -9299199.000000 Penalty: 3643.375732
	Iteration 2Q: 3 clusters Score -9299199 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -9299915.000000 Penalty: 3643.375732
	Iteration 3Q: 3 clusters Score -9299915 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -9300870.000000 Penalty: 3643.375732
	Iteration 4Q: 3 clusters Score -9300870 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -9302348.000000 Penalty: 3643.375732
	Iteration 5Q: 3 clusters Score -9302348 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -9304826.000000 Penalty: 3643.375732
	Iteration 6F: 3 clusters Score -9304826 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -9308427.000000 Penalty: 3643.375732
	Iteration 7F: 3 clusters Score -9308427 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -9312879.000000 Penalty: 3643.375732
	Iteration 8F: 3 clusters Score -9312879 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -9316699.000000 Penalty: 3643.375732
	Iteration 9F: 3 clusters Score -9316699 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -9319378.000000 Penalty: 3643.375732
	Iteration 10Q: 3 clusters Score -9319378 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -9321061.000000 Penalty: 3643.375732
	Iteration 11Q: 3 clusters Score -9321061 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -9322222.000000 Penalty: 3643.375732
	Iteration 12Q: 3 clusters Score -9322222 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -9323017.000000 Penalty: 3643.375732
	Iteration 13Q: 3 clusters Score -9323017 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -9323768.000000 Penalty: 3643.375732
	Iteration 14Q: 3 clusters Score -9323768 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -9324376.000000 Penalty: 3643.375732
	Iteration 15Q: 3 clusters Score -9324376 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 71424 members 
Entering Unmasked Estep 
Score: -9324876.000000 Penalty: 3643.375732
	Iteration 16Q: 3 clusters Score -9324876 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -9325235.000000 Penalty: 3643.375732
	Iteration 17Q: 3 clusters Score -9325235 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 72358 members 
Entering Unmasked Estep 
Score: -9325465.000000 Penalty: 3643.375732
	Iteration 18Q: 3 clusters Score -9325465 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -9325675.000000 Penalty: 3643.375732
	Iteration 19Q: 3 clusters Score -9325675 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -9325832.000000 Penalty: 3643.375732
	Iteration 20F: 3 clusters Score -9325832 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -9325884.000000 Penalty: 3643.375732
	Iteration 21Q: 3 clusters Score -9325884 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -9325973.000000 Penalty: 3643.375732
	Iteration 22Q: 3 clusters Score -9325973 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -9326026.000000 Penalty: 3643.375732
	Iteration 23Q: 3 clusters Score -9326026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -9326077.000000 Penalty: 3643.375732
	Iteration 24Q: 3 clusters Score -9326077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -9326103.000000 Penalty: 3643.375732
	Iteration 25Q: 3 clusters Score -9326103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -9326128.000000 Penalty: 3643.375732
	Iteration 26Q: 3 clusters Score -9326128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -9326147.000000 Penalty: 3643.375732
	Iteration 27Q: 3 clusters Score -9326147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -9326169.000000 Penalty: 3643.375732
	Iteration 28Q: 3 clusters Score -9326169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -9326168.000000 Penalty: 3643.375732
	Iteration 29Q: 3 clusters Score -9326168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -9326181.000000 Penalty: 3643.375732
	Iteration 30Q: 3 clusters Score -9326181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 73496 members 
Entering Unmasked Estep 
Score: -9326191.000000 Penalty: 3643.375732
	Iteration 31Q: 3 clusters Score -9326191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -9326194.000000 Penalty: 3643.375732
	Iteration 32Q: 3 clusters Score -9326194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -9326197.000000 Penalty: 3643.375732
	Iteration 33Q: 3 clusters Score -9326197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -9326199.000000 Penalty: 3643.375732
	Iteration 34Q: 3 clusters Score -9326199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -9326196.000000 Penalty: 3643.375732
	Iteration 35Q: 3 clusters Score -9326196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -9326197.000000 Penalty: 3643.375732
	Iteration 36Q: 3 clusters Score -9326197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -9326203.000000 Penalty: 3643.375732
	Iteration 37Q: 3 clusters Score -9326203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -9326203.000000 Penalty: 3643.375732
	Iteration 38Q: 3 clusters Score -9326203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -9326205.000000 Penalty: 3643.375732
	Iteration 39Q: 3 clusters Score -9326205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -9326207.000000 Penalty: 3643.375732
	Iteration 40F: 3 clusters Score -9326207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Entering Unmasked Estep 
Score: -1443770.500000 Penalty: 1516.267212
	Iteration 0F: 2 clusters Score -1443770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1435786.125000 Penalty: 3032.534424
	Iteration 0F: 3 clusters Score -1435786 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1438327.875000 Penalty: 3032.534424
	Iteration 1F: 3 clusters Score -1438328 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1438584.375000 Penalty: 3032.534424
	Iteration 2F: 3 clusters Score -1438584 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1438810.500000 Penalty: 3032.534424
	Iteration 3F: 3 clusters Score -1438810 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1439026.750000 Penalty: 3032.534424
	Iteration 4Q: 3 clusters Score -1439027 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1439251.000000 Penalty: 3032.534424
	Iteration 5Q: 3 clusters Score -1439251 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1439514.625000 Penalty: 3032.534424
	Iteration 6Q: 3 clusters Score -1439515 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1439848.750000 Penalty: 3032.534424
	Iteration 7Q: 3 clusters Score -1439849 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1440266.500000 Penalty: 3032.534424
	Iteration 8F: 3 clusters Score -1440266 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1440743.000000 Penalty: 3032.534424
	Iteration 9F: 3 clusters Score -1440743 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1441185.250000 Penalty: 3032.534424
	Iteration 10Q: 3 clusters Score -1441185 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1441579.000000 Penalty: 3032.534424
	Iteration 11Q: 3 clusters Score -1441579 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1441895.125000 Penalty: 3032.534424
	Iteration 12Q: 3 clusters Score -1441895 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1442099.500000 Penalty: 3032.534424
	Iteration 13Q: 3 clusters Score -1442100 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1442225.500000 Penalty: 3032.534424
	Iteration 14Q: 3 clusters Score -1442226 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1442333.000000 Penalty: 3032.534424
	Iteration 15Q: 3 clusters Score -1442333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1442387.250000 Penalty: 3032.534424
	Iteration 16Q: 3 clusters Score -1442387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1442434.875000 Penalty: 3032.534424
	Iteration 17Q: 3 clusters Score -1442435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1442463.125000 Penalty: 3032.534424
	Iteration 18Q: 3 clusters Score -1442463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1442484.625000 Penalty: 3032.534424
	Iteration 19Q: 3 clusters Score -1442485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1442493.125000 Penalty: 3032.534424
	Iteration 20F: 3 clusters Score -1442493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1442497.875000 Penalty: 3032.534424
	Iteration 21Q: 3 clusters Score -1442498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1442498.500000 Penalty: 3032.534424
	Iteration 22Q: 3 clusters Score -1442498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1442499.125000 Penalty: 3032.534424
	Iteration 23Q: 3 clusters Score -1442499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1442499.125000 Penalty: 3032.534424
	Iteration 24F: 3 clusters Score -1442499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Entering Unmasked Estep 
Score: -1628929.375000 Penalty: 1535.200317
	Iteration 0F: 2 clusters Score -1628929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1619992.625000 Penalty: 3070.400635
	Iteration 0F: 3 clusters Score -1619993 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1623013.000000 Penalty: 3070.400635
	Iteration 1F: 3 clusters Score -1623013 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1623272.625000 Penalty: 3070.400635
	Iteration 2F: 3 clusters Score -1623273 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1623449.500000 Penalty: 3070.400635
	Iteration 3Q: 3 clusters Score -1623450 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1623628.000000 Penalty: 3070.400635
	Iteration 4Q: 3 clusters Score -1623628 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1623864.125000 Penalty: 3070.400635
	Iteration 5Q: 3 clusters Score -1623864 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1624201.000000 Penalty: 3070.400635
	Iteration 6Q: 3 clusters Score -1624201 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1624659.250000 Penalty: 3070.400635
	Iteration 7F: 3 clusters Score -1624659 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1625215.750000 Penalty: 3070.400635
	Iteration 8F: 3 clusters Score -1625216 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1625811.375000 Penalty: 3070.400635
	Iteration 9F: 3 clusters Score -1625811 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1626375.125000 Penalty: 3070.400635
	Iteration 10F: 3 clusters Score -1626375 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1626829.375000 Penalty: 3070.400635
	Iteration 11Q: 3 clusters Score -1626829 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1627124.625000 Penalty: 3070.400635
	Iteration 12Q: 3 clusters Score -1627125 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1627310.000000 Penalty: 3070.400635
	Iteration 13Q: 3 clusters Score -1627310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1627403.875000 Penalty: 3070.400635
	Iteration 14Q: 3 clusters Score -1627404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1627447.375000 Penalty: 3070.400635
	Iteration 15Q: 3 clusters Score -1627447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1627480.875000 Penalty: 3070.400635
	Iteration 16Q: 3 clusters Score -1627481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1627502.500000 Penalty: 3070.400635
	Iteration 17Q: 3 clusters Score -1627502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1627519.625000 Penalty: 3070.400635
	Iteration 18Q: 3 clusters Score -1627520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1627530.375000 Penalty: 3070.400635
	Iteration 19Q: 3 clusters Score -1627530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1627538.875000 Penalty: 3070.400635
	Iteration 20F: 3 clusters Score -1627539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1627544.875000 Penalty: 3070.400635
	Iteration 21Q: 3 clusters Score -1627545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1627553.125000 Penalty: 3070.400635
	Iteration 22Q: 3 clusters Score -1627553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1627556.500000 Penalty: 3070.400635
	Iteration 23Q: 3 clusters Score -1627556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1627556.500000 Penalty: 3070.400635
	Iteration 24F: 3 clusters Score -1627556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7033.906738 Penalty: 680.818909
	Iteration 0F: 2 clusters Score -7033.907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6697.272949 Penalty: 1361.637817
	Iteration 0F: 3 clusters Score -6697.273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -10121.780273 Penalty: 785.895813
	Iteration 0F: 2 clusters Score -10121.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9606.540039 Penalty: 1571.791626
	Iteration 0F: 3 clusters Score -9606.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9662.654297 Penalty: 1571.791626
	Iteration 1F: 3 clusters Score -9662.654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9670.479492 Penalty: 1571.791626
	Iteration 2Q: 3 clusters Score -9670.479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9672.636719 Penalty: 1571.791626
	Iteration 3Q: 3 clusters Score -9672.637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9674.419922 Penalty: 1571.791626
	Iteration 4Q: 3 clusters Score -9674.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9674.419922 Penalty: 1571.791626
	Iteration 5F: 3 clusters Score -9674.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -1050528.000000 Penalty: 1464.788330
	Iteration 0F: 2 clusters Score -1050528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1044545.062500 Penalty: 2929.576660
	Iteration 0F: 3 clusters Score -1044545 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1046403.625000 Penalty: 2929.576660
	Iteration 1F: 3 clusters Score -1046404 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1046628.812500 Penalty: 2929.576660
	Iteration 2F: 3 clusters Score -1046629 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1046819.375000 Penalty: 2929.576660
	Iteration 3Q: 3 clusters Score -1046819 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1046976.812500 Penalty: 2929.576660
	Iteration 4Q: 3 clusters Score -1046977 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1047122.500000 Penalty: 2929.576660
	Iteration 5Q: 3 clusters Score -1047122 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1047270.687500 Penalty: 2929.576660
	Iteration 6Q: 3 clusters Score -1047271 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1047418.437500 Penalty: 2929.576660
	Iteration 7Q: 3 clusters Score -1047418 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1047561.625000 Penalty: 2929.576660
	Iteration 8Q: 3 clusters Score -1047562 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1047719.937500 Penalty: 2929.576660
	Iteration 9Q: 3 clusters Score -1047720 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1047889.937500 Penalty: 2929.576660
	Iteration 10Q: 3 clusters Score -1047890 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1048077.250000 Penalty: 2929.576660
	Iteration 11Q: 3 clusters Score -1048077 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1048271.312500 Penalty: 2929.576660
	Iteration 12Q: 3 clusters Score -1048271 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1048435.625000 Penalty: 2929.576660
	Iteration 13Q: 3 clusters Score -1048436 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1048538.937500 Penalty: 2929.576660
	Iteration 14Q: 3 clusters Score -1048539 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1048602.000000 Penalty: 2929.576660
	Iteration 15Q: 3 clusters Score -1048602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1048650.875000 Penalty: 2929.576660
	Iteration 16Q: 3 clusters Score -1048651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1048681.375000 Penalty: 2929.576660
	Iteration 17Q: 3 clusters Score -1048681 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1048697.750000 Penalty: 2929.576660
	Iteration 18Q: 3 clusters Score -1048698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1048711.625000 Penalty: 2929.576660
	Iteration 19Q: 3 clusters Score -1048712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1048720.125000 Penalty: 2929.576660
	Iteration 20F: 3 clusters Score -1048720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1048723.250000 Penalty: 2929.576660
	Iteration 21Q: 3 clusters Score -1048723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1048727.625000 Penalty: 2929.576660
	Iteration 22Q: 3 clusters Score -1048728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1048732.500000 Penalty: 2929.576660
	Iteration 23Q: 3 clusters Score -1048732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1048730.750000 Penalty: 2929.576660
	Iteration 24Q: 3 clusters Score -1048731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1048734.125000 Penalty: 2929.576660
	Iteration 25Q: 3 clusters Score -1048734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1048737.125000 Penalty: 2929.576660
	Iteration 26Q: 3 clusters Score -1048737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1048741.375000 Penalty: 2929.576660
	Iteration 27Q: 3 clusters Score -1048741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1048743.250000 Penalty: 2929.576660
	Iteration 28Q: 3 clusters Score -1048743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1048744.500000 Penalty: 2929.576660
	Iteration 29Q: 3 clusters Score -1048744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1048747.375000 Penalty: 2929.576660
	Iteration 30Q: 3 clusters Score -1048747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1048750.250000 Penalty: 2929.576660
	Iteration 31Q: 3 clusters Score -1048750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1048752.125000 Penalty: 2929.576660
	Iteration 32Q: 3 clusters Score -1048752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1048750.250000 Penalty: 2929.576660
	Iteration 33Q: 3 clusters Score -1048750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1048751.625000 Penalty: 2929.576660
	Iteration 34Q: 3 clusters Score -1048752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1048750.750000 Penalty: 2929.576660
	Iteration 35Q: 3 clusters Score -1048751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1048751.125000 Penalty: 2929.576660
	Iteration 36Q: 3 clusters Score -1048751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1048750.875000 Penalty: 2929.576660
	Iteration 37Q: 3 clusters Score -1048751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1048752.125000 Penalty: 2929.576660
	Iteration 38Q: 3 clusters Score -1048752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1048750.125000 Penalty: 2929.576660
	Iteration 39Q: 3 clusters Score -1048750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1048750.250000 Penalty: 2929.576660
	Iteration 40F: 3 clusters Score -1048750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1048751.250000 Penalty: 2929.576660
	Iteration 41Q: 3 clusters Score -1048751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1048752.000000 Penalty: 2929.576660
	Iteration 42Q: 3 clusters Score -1048752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1048753.125000 Penalty: 2929.576660
	Iteration 43Q: 3 clusters Score -1048753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1048751.375000 Penalty: 2929.576660
	Iteration 44Q: 3 clusters Score -1048751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1048752.500000 Penalty: 2929.576660
	Iteration 45Q: 3 clusters Score -1048752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1048752.500000 Penalty: 2929.576660
	Iteration 46F: 3 clusters Score -1048752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -198436.906250 Penalty: 1195.706543
	Iteration 0F: 2 clusters Score -198436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -196632.093750 Penalty: 2391.413086
	Iteration 0F: 3 clusters Score -196632.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -196978.234375 Penalty: 2391.413086
	Iteration 1F: 3 clusters Score -196978.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -197073.843750 Penalty: 2391.413086
	Iteration 2F: 3 clusters Score -197073.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -197128.078125 Penalty: 2391.413086
	Iteration 3Q: 3 clusters Score -197128.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -197160.312500 Penalty: 2391.413086
	Iteration 4Q: 3 clusters Score -197160.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -197178.609375 Penalty: 2391.413086
	Iteration 5Q: 3 clusters Score -197178.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -197199.281250 Penalty: 2391.413086
	Iteration 6Q: 3 clusters Score -197199.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -197208.984375 Penalty: 2391.413086
	Iteration 7Q: 3 clusters Score -197209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -197215.046875 Penalty: 2391.413086
	Iteration 8Q: 3 clusters Score -197215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -197219.093750 Penalty: 2391.413086
	Iteration 9Q: 3 clusters Score -197219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -197221.203125 Penalty: 2391.413086
	Iteration 10Q: 3 clusters Score -197221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -197225.796875 Penalty: 2391.413086
	Iteration 11Q: 3 clusters Score -197225.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -197231.859375 Penalty: 2391.413086
	Iteration 12Q: 3 clusters Score -197231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -197237.984375 Penalty: 2391.413086
	Iteration 13Q: 3 clusters Score -197238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197240.968750 Penalty: 2391.413086
	Iteration 14Q: 3 clusters Score -197241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197244.218750 Penalty: 2391.413086
	Iteration 15Q: 3 clusters Score -197244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197246.984375 Penalty: 2391.413086
	Iteration 16Q: 3 clusters Score -197247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -197248.140625 Penalty: 2391.413086
	Iteration 17Q: 3 clusters Score -197248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -197249.812500 Penalty: 2391.413086
	Iteration 18Q: 3 clusters Score -197249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197251.234375 Penalty: 2391.413086
	Iteration 19Q: 3 clusters Score -197251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197251.687500 Penalty: 2391.413086
	Iteration 20F: 3 clusters Score -197251.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -50083.910156 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -50083.91 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 241 members 
Entering Unmasked Estep 
Score: -49055.863281 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -49055.86 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49217.453125 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -49217.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49280.023438 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -49280.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49307.355469 Penalty: 1983.331543
	Iteration 3Q: 3 clusters Score -49307.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49321.832031 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -49321.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49334.410156 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -49334.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49339.164062 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -49339.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49341.128906 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -49341.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49342.511719 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -49342.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49343.070312 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -49343.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49343.070312 Penalty: 1983.331543
	Iteration 10F: 3 clusters Score -49343.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -613648.312500 Penalty: 1386.719238
	Iteration 0F: 2 clusters Score -613648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -609598.125000 Penalty: 2773.438477
	Iteration 0F: 3 clusters Score -609598.1 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -610699.312500 Penalty: 2773.438477
	Iteration 1F: 3 clusters Score -610699.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -610954.812500 Penalty: 2773.438477
	Iteration 2F: 3 clusters Score -610954.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -611179.000000 Penalty: 2773.438477
	Iteration 3F: 3 clusters Score -611179 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -611441.687500 Penalty: 2773.438477
	Iteration 4F: 3 clusters Score -611441.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -611724.812500 Penalty: 2773.438477
	Iteration 5F: 3 clusters Score -611724.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -612025.500000 Penalty: 2773.438477
	Iteration 6F: 3 clusters Score -612025.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -612280.812500 Penalty: 2773.438477
	Iteration 7F: 3 clusters Score -612280.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -612467.125000 Penalty: 2773.438477
	Iteration 8F: 3 clusters Score -612467.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -612594.187500 Penalty: 2773.438477
	Iteration 9Q: 3 clusters Score -612594.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -612664.687500 Penalty: 2773.438477
	Iteration 10Q: 3 clusters Score -612664.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -612706.062500 Penalty: 2773.438477
	Iteration 11Q: 3 clusters Score -612706.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -612727.875000 Penalty: 2773.438477
	Iteration 12Q: 3 clusters Score -612727.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -612739.312500 Penalty: 2773.438477
	Iteration 13Q: 3 clusters Score -612739.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -612749.250000 Penalty: 2773.438477
	Iteration 14Q: 3 clusters Score -612749.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -612753.062500 Penalty: 2773.438477
	Iteration 15Q: 3 clusters Score -612753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -612758.375000 Penalty: 2773.438477
	Iteration 16Q: 3 clusters Score -612758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -612757.812500 Penalty: 2773.438477
	Iteration 17Q: 3 clusters Score -612757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -612760.250000 Penalty: 2773.438477
	Iteration 18Q: 3 clusters Score -612760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -612760.500000 Penalty: 2773.438477
	Iteration 19Q: 3 clusters Score -612760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -612761.312500 Penalty: 2773.438477
	Iteration 20F: 3 clusters Score -612761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -612763.187500 Penalty: 2773.438477
	Iteration 21Q: 3 clusters Score -612763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -612763.437500 Penalty: 2773.438477
	Iteration 22Q: 3 clusters Score -612763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -612764.125000 Penalty: 2773.438477
	Iteration 23Q: 3 clusters Score -612764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -612764.312500 Penalty: 2773.438477
	Iteration 24Q: 3 clusters Score -612764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -612764.625000 Penalty: 2773.438477
	Iteration 25Q: 3 clusters Score -612764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -612764.250000 Penalty: 2773.438477
	Iteration 26Q: 3 clusters Score -612764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -612763.250000 Penalty: 2773.438477
	Iteration 27Q: 3 clusters Score -612763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -612763.250000 Penalty: 2773.438477
	Iteration 28F: 3 clusters Score -612763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 90927 members 
Mstep: Class 4 contains 65352 members 
Mstep: Class 5 contains 45363 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55453 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73894 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12675 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778328.000000 Penalty: 40671.453125
Iteration 279Q: 20 clusters Score -6.577833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 90925 members 
Mstep: Class 4 contains 65349 members 
Mstep: Class 5 contains 45362 members 
Mstep: Class 6 contains 50846 members 
Mstep: Class 7 contains 55456 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73881 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12686 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778348.000000 Penalty: 40671.453125
Iteration 280F: 20 clusters Score -6.577835e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 90926 members 
Mstep: Class 4 contains 65353 members 
Mstep: Class 5 contains 45359 members 
Mstep: Class 6 contains 50847 members 
Mstep: Class 7 contains 55452 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73874 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12694 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778360.000000 Penalty: 40671.453125
Iteration 281Q: 20 clusters Score -6.577836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 90925 members 
Mstep: Class 4 contains 65352 members 
Mstep: Class 5 contains 45356 members 
Mstep: Class 6 contains 50848 members 
Mstep: Class 7 contains 55452 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73873 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12699 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778380.000000 Penalty: 40671.453125
Iteration 282Q: 20 clusters Score -6.577838e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 90926 members 
Mstep: Class 4 contains 65348 members 
Mstep: Class 5 contains 45352 members 
Mstep: Class 6 contains 50849 members 
Mstep: Class 7 contains 55450 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73877 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12703 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778336.000000 Penalty: 40671.453125
Iteration 283Q: 20 clusters Score -6.577834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 90926 members 
Mstep: Class 4 contains 65345 members 
Mstep: Class 5 contains 45345 members 
Mstep: Class 6 contains 50853 members 
Mstep: Class 7 contains 55450 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73878 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12708 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778364.000000 Penalty: 40671.453125
Iteration 284Q: 20 clusters Score -6.577836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 90932 members 
Mstep: Class 4 contains 65344 members 
Mstep: Class 5 contains 45340 members 
Mstep: Class 6 contains 50854 members 
Mstep: Class 7 contains 55446 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73875 members 
Mstep: Class 12 contains 11282 members 
Mstep: Class 13 contains 12715 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778344.000000 Penalty: 40671.453125
Iteration 285Q: 20 clusters Score -6.577834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 90931 members 
Mstep: Class 4 contains 65343 members 
Mstep: Class 5 contains 45336 members 
Mstep: Class 6 contains 50853 members 
Mstep: Class 7 contains 55444 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73878 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12725 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8217 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778344.000000 Penalty: 40671.453125
Iteration 286Q: 20 clusters Score -6.577834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 90929 members 
Mstep: Class 4 contains 65342 members 
Mstep: Class 5 contains 45334 members 
Mstep: Class 6 contains 50852 members 
Mstep: Class 7 contains 55444 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73875 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12733 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778300.000000 Penalty: 40671.453125
Iteration 287Q: 20 clusters Score -6.57783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 90929 members 
Mstep: Class 4 contains 65345 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 50850 members 
Mstep: Class 7 contains 55441 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73876 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12737 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778264.000000 Penalty: 40671.453125
Iteration 288Q: 20 clusters Score -6.577826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 90930 members 
Mstep: Class 4 contains 65345 members 
Mstep: Class 5 contains 45333 members 
Mstep: Class 6 contains 50847 members 
Mstep: Class 7 contains 55439 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73878 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12742 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778284.000000 Penalty: 40671.453125
Iteration 289Q: 20 clusters Score -6.577828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 28276 members 
Mstep: Class 3 contains 90931 members 
Mstep: Class 4 contains 65348 members 
Mstep: Class 5 contains 45333 members 
Mstep: Class 6 contains 50847 members 
Mstep: Class 7 contains 55438 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73873 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12747 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778336.000000 Penalty: 40671.453125
Iteration 290Q: 20 clusters Score -6.577834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68806 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 90930 members 
Mstep: Class 4 contains 65358 members 
Mstep: Class 5 contains 45331 members 
Mstep: Class 6 contains 50843 members 
Mstep: Class 7 contains 55435 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4510 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73869 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12751 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778348.000000 Penalty: 40671.453125
Iteration 291Q: 20 clusters Score -6.577835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 28276 members 
Mstep: Class 3 contains 90931 members 
Mstep: Class 4 contains 65362 members 
Mstep: Class 5 contains 45327 members 
Mstep: Class 6 contains 50840 members 
Mstep: Class 7 contains 55434 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73872 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12756 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778364.000000 Penalty: 40671.453125
Iteration 292Q: 20 clusters Score -6.577836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 28276 members 
Mstep: Class 3 contains 90930 members 
Mstep: Class 4 contains 65363 members 
Mstep: Class 5 contains 45328 members 
Mstep: Class 6 contains 50840 members 
Mstep: Class 7 contains 55430 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73873 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12763 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778360.000000 Penalty: 40671.453125
Iteration 293Q: 20 clusters Score -6.577836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 28272 members 
Mstep: Class 3 contains 90929 members 
Mstep: Class 4 contains 65361 members 
Mstep: Class 5 contains 45330 members 
Mstep: Class 6 contains 50840 members 
Mstep: Class 7 contains 55431 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 73875 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 12765 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778364.000000 Penalty: 40671.453125
Iteration 294Q: 20 clusters Score -6.577836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 28271 members 
Mstep: Class 3 contains 90926 members 
Mstep: Class 4 contains 65361 members 
Mstep: Class 5 contains 45335 members 
Mstep: Class 6 contains 50841 members 
Mstep: Class 7 contains 55429 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 73877 members 
Mstep: Class 12 contains 11280 members 
Mstep: Class 13 contains 12765 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1561 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778316.000000 Penalty: 40671.453125
Iteration 295Q: 20 clusters Score -6.577832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 28271 members 
Mstep: Class 3 contains 90928 members 
Mstep: Class 4 contains 65362 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 50841 members 
Mstep: Class 7 contains 55430 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 73875 members 
Mstep: Class 12 contains 11280 members 
Mstep: Class 13 contains 12767 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778376.000000 Penalty: 40671.453125
Iteration 296Q: 20 clusters Score -6.577838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90928 members 
Mstep: Class 4 contains 65364 members 
Mstep: Class 5 contains 45329 members 
Mstep: Class 6 contains 50841 members 
Mstep: Class 7 contains 55429 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 73874 members 
Mstep: Class 12 contains 11280 members 
Mstep: Class 13 contains 12769 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778356.000000 Penalty: 40671.453125
Iteration 297Q: 20 clusters Score -6.577836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 90925 members 
Mstep: Class 4 contains 65366 members 
Mstep: Class 5 contains 45327 members 
Mstep: Class 6 contains 50842 members 
Mstep: Class 7 contains 55429 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 73873 members 
Mstep: Class 12 contains 11280 members 
Mstep: Class 13 contains 12771 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778336.000000 Penalty: 40671.453125
Iteration 298Q: 20 clusters Score -6.577834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 90925 members 
Mstep: Class 4 contains 65366 members 
Mstep: Class 5 contains 45325 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55430 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 73870 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12773 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778304.000000 Penalty: 40671.453125
Iteration 299Q: 20 clusters Score -6.57783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 28269 members 
Mstep: Class 3 contains 90925 members 
Mstep: Class 4 contains 65367 members 
Mstep: Class 5 contains 45324 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55430 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 73868 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12777 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778308.000000 Penalty: 40671.453125
Iteration 300F: 20 clusters Score -6.577831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90928 members 
Mstep: Class 4 contains 65366 members 
Mstep: Class 5 contains 45324 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55430 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2485 members 
Mstep: Class 11 contains 73863 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12785 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778296.000000 Penalty: 40671.453125
Iteration 301Q: 20 clusters Score -6.57783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90929 members 
Mstep: Class 4 contains 65365 members 
Mstep: Class 5 contains 45324 members 
Mstep: Class 6 contains 50842 members 
Mstep: Class 7 contains 55431 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 73859 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12792 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778292.000000 Penalty: 40671.453125
Iteration 302Q: 20 clusters Score -6.577829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90931 members 
Mstep: Class 4 contains 65361 members 
Mstep: Class 5 contains 45324 members 
Mstep: Class 6 contains 50843 members 
Mstep: Class 7 contains 55431 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73855 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12799 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778328.000000 Penalty: 40671.453125
Iteration 303Q: 20 clusters Score -6.577833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90930 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45323 members 
Mstep: Class 6 contains 50843 members 
Mstep: Class 7 contains 55431 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73852 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12804 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778288.000000 Penalty: 40671.453125
Iteration 304Q: 20 clusters Score -6.577829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90930 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45320 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55431 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73850 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12807 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778336.000000 Penalty: 40671.453125
Iteration 305Q: 20 clusters Score -6.577834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90931 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45319 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55431 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73848 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12809 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778352.000000 Penalty: 40671.453125
Iteration 306Q: 20 clusters Score -6.577835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90931 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45318 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55430 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73847 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12812 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778332.000000 Penalty: 40671.453125
Iteration 307Q: 20 clusters Score -6.577833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90930 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45319 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55428 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73845 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12816 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778312.000000 Penalty: 40671.453125
Iteration 308Q: 20 clusters Score -6.577831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90929 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45322 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55428 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73843 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12819 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778268.000000 Penalty: 40671.453125
Iteration 309Q: 20 clusters Score -6.577827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90928 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45323 members 
Mstep: Class 6 contains 50846 members 
Mstep: Class 7 contains 55426 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73838 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12825 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778280.000000 Penalty: 40671.453125
Iteration 310Q: 20 clusters Score -6.577828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 28270 members 
Mstep: Class 3 contains 90926 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45323 members 
Mstep: Class 6 contains 50847 members 
Mstep: Class 7 contains 55426 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73839 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 13 contains 12827 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778280.000000 Penalty: 40671.453125
Iteration 311Q: 20 clusters Score -6.577828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 28269 members 
Mstep: Class 3 contains 90923 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45324 members 
Mstep: Class 6 contains 50849 members 
Mstep: Class 7 contains 55426 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73838 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 12830 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778268.000000 Penalty: 40671.453125
Iteration 312Q: 20 clusters Score -6.577827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 90921 members 
Mstep: Class 4 contains 65360 members 
Mstep: Class 5 contains 45324 members 
Mstep: Class 6 contains 50850 members 
Mstep: Class 7 contains 55425 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73836 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 13 contains 12835 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778296.000000 Penalty: 40671.453125
Iteration 313Q: 20 clusters Score -6.57783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 90919 members 
Mstep: Class 4 contains 65361 members 
Mstep: Class 5 contains 45326 members 
Mstep: Class 6 contains 50850 members 
Mstep: Class 7 contains 55423 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73833 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12840 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778268.000000 Penalty: 40671.453125
Iteration 314Q: 20 clusters Score -6.577827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 28268 members 
Mstep: Class 3 contains 90916 members 
Mstep: Class 4 contains 65364 members 
Mstep: Class 5 contains 45327 members 
Mstep: Class 6 contains 50849 members 
Mstep: Class 7 contains 55422 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73829 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12844 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778256.000000 Penalty: 40671.453125
Iteration 315Q: 20 clusters Score -6.577826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 28267 members 
Mstep: Class 3 contains 90914 members 
Mstep: Class 4 contains 65364 members 
Mstep: Class 5 contains 45328 members 
Mstep: Class 6 contains 50851 members 
Mstep: Class 7 contains 55423 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73824 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12846 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778296.000000 Penalty: 40671.453125
Iteration 316Q: 20 clusters Score -6.57783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 28267 members 
Mstep: Class 3 contains 90912 members 
Mstep: Class 4 contains 65365 members 
Mstep: Class 5 contains 45330 members 
Mstep: Class 6 contains 50852 members 
Mstep: Class 7 contains 55423 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73816 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12852 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778332.000000 Penalty: 40671.453125
Iteration 317Q: 20 clusters Score -6.577833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 28267 members 
Mstep: Class 3 contains 90912 members 
Mstep: Class 4 contains 65367 members 
Mstep: Class 5 contains 45331 members 
Mstep: Class 6 contains 50850 members 
Mstep: Class 7 contains 55423 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4519 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73809 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12857 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778332.000000 Penalty: 40671.453125
Iteration 318Q: 20 clusters Score -6.577833e+07 nChanged 13
Entering ConstructFrom: 
Score: -65778332.000000 Penalty: 40671.453125
Entering ConstructFrom: 
Trying to split cluster 1 (68783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Entering Unmasked Estep 
Score: -8813590.000000 Penalty: 1810.040649
	Iteration 0F: 2 clusters Score -8813590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -8770836.000000 Penalty: 3620.081299
	Iteration 0F: 3 clusters Score -8770836 nChanged 32603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -8789797.000000 Penalty: 3620.081299
	Iteration 1F: 3 clusters Score -8789797 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -8790775.000000 Penalty: 3620.081299
	Iteration 2Q: 3 clusters Score -8790775 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -8792052.000000 Penalty: 3620.081299
	Iteration 3Q: 3 clusters Score -8792052 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -8793932.000000 Penalty: 3620.081299
	Iteration 4F: 3 clusters Score -8793932 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -8796799.000000 Penalty: 3620.081299
	Iteration 5F: 3 clusters Score -8796799 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -8800347.000000 Penalty: 3620.081299
	Iteration 6F: 3 clusters Score -8800347 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -8803572.000000 Penalty: 3620.081299
	Iteration 7F: 3 clusters Score -8803572 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -8805764.000000 Penalty: 3620.081299
	Iteration 8Q: 3 clusters Score -8805764 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -8807051.000000 Penalty: 3620.081299
	Iteration 9Q: 3 clusters Score -8807051 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -8807827.000000 Penalty: 3620.081299
	Iteration 10Q: 3 clusters Score -8807827 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -8808239.000000 Penalty: 3620.081299
	Iteration 11Q: 3 clusters Score -8808239 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -8808430.000000 Penalty: 3620.081299
	Iteration 12Q: 3 clusters Score -8808430 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -8808582.000000 Penalty: 3620.081299
	Iteration 13Q: 3 clusters Score -8808582 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -8808617.000000 Penalty: 3620.081299
	Iteration 14Q: 3 clusters Score -8808617 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -8808705.000000 Penalty: 3620.081299
	Iteration 15Q: 3 clusters Score -8808705 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -8808773.000000 Penalty: 3620.081299
	Iteration 16Q: 3 clusters Score -8808773 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -8808786.000000 Penalty: 3620.081299
	Iteration 17Q: 3 clusters Score -8808786 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -8808856.000000 Penalty: 3620.081299
	Iteration 18Q: 3 clusters Score -8808856 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -8808849.000000 Penalty: 3620.081299
	Iteration 19Q: 3 clusters Score -8808849 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -8808889.000000 Penalty: 3620.081299
	Iteration 20F: 3 clusters Score -8808889 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -8808943.000000 Penalty: 3620.081299
	Iteration 21Q: 3 clusters Score -8808943 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -8808987.000000 Penalty: 3620.081299
	Iteration 22Q: 3 clusters Score -8808987 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -8808984.000000 Penalty: 3620.081299
	Iteration 23Q: 3 clusters Score -8808984 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -8808972.000000 Penalty: 3620.081299
	Iteration 24Q: 3 clusters Score -8808972 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -8809020.000000 Penalty: 3620.081299
	Iteration 25Q: 3 clusters Score -8809020 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -8809036.000000 Penalty: 3620.081299
	Iteration 26Q: 3 clusters Score -8809036 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -8809048.000000 Penalty: 3620.081299
	Iteration 27Q: 3 clusters Score -8809048 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -8809084.000000 Penalty: 3620.081299
	Iteration 28Q: 3 clusters Score -8809084 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -8809107.000000 Penalty: 3620.081299
	Iteration 29Q: 3 clusters Score -8809107 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -8809136.000000 Penalty: 3620.081299
	Iteration 30Q: 3 clusters Score -8809136 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -8809151.000000 Penalty: 3620.081299
	Iteration 31Q: 3 clusters Score -8809151 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -8809158.000000 Penalty: 3620.081299
	Iteration 32Q: 3 clusters Score -8809158 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -8809180.000000 Penalty: 3620.081299
	Iteration 33Q: 3 clusters Score -8809180 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -8809148.000000 Penalty: 3620.081299
	Iteration 34Q: 3 clusters Score -8809148 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -8809189.000000 Penalty: 3620.081299
	Iteration 35Q: 3 clusters Score -8809189 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -8809194.000000 Penalty: 3620.081299
	Iteration 36Q: 3 clusters Score -8809194 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -8809189.000000 Penalty: 3620.081299
	Iteration 37Q: 3 clusters Score -8809189 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -8809180.000000 Penalty: 3620.081299
	Iteration 38Q: 3 clusters Score -8809180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -8809202.000000 Penalty: 3620.081299
	Iteration 39Q: 3 clusters Score -8809202 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -8809215.000000 Penalty: 3620.081299
	Iteration 40F: 3 clusters Score -8809215 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -8809208.000000 Penalty: 3620.081299
	Iteration 41Q: 3 clusters Score -8809208 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -8809205.000000 Penalty: 3620.081299
	Iteration 42Q: 3 clusters Score -8809205 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -8809218.000000 Penalty: 3620.081299
	Iteration 43Q: 3 clusters Score -8809218 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -8809215.000000 Penalty: 3620.081299
	Iteration 44Q: 3 clusters Score -8809215 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -8809257.000000 Penalty: 3620.081299
	Iteration 45Q: 3 clusters Score -8809257 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -8809289.000000 Penalty: 3620.081299
	Iteration 46Q: 3 clusters Score -8809289 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -8809288.000000 Penalty: 3620.081299
	Iteration 47Q: 3 clusters Score -8809288 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -8809268.000000 Penalty: 3620.081299
	Iteration 48Q: 3 clusters Score -8809268 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -8809313.000000 Penalty: 3620.081299
	Iteration 49Q: 3 clusters Score -8809313 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8809311 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8809325 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8809332 nChanged 300
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Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8809325 nChanged 330
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Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8809356 nChanged 329
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Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8809352 nChanged 329
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Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8809395 nChanged 360
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Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8809389 nChanged 384
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Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8809405 nChanged 387
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Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8809470 nChanged 350
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Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8809506 nChanged 360
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Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8809495 nChanged 371
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Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8809496 nChanged 372
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Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8809480 nChanged 366
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Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8809513 nChanged 373
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Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8809526 nChanged 397
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Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8809600 nChanged 464
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Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8809654 nChanged 513
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Mstep: Class 1 contains 44790 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8809674 nChanged 484
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Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8809721 nChanged 438
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Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8809771 nChanged 447
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Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8809840 nChanged 475
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Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8809869 nChanged 490
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Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8809945 nChanged 486
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Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8809994 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8810029 nChanged 413
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Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8810114 nChanged 388
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Mstep: Class 1 contains 40796 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8810170 nChanged 356
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8810177 nChanged 315
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Mstep: Class 1 contains 40133 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8810249 nChanged 301
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Mstep: Class 1 contains 39832 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8810274 nChanged 280
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Mstep: Class 1 contains 39552 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8810299 nChanged 276
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8810305 nChanged 281
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Mstep: Class 1 contains 38997 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8810323 nChanged 278
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Mstep: Class 1 contains 38721 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8810339 nChanged 240
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8810359 nChanged 227
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8810388 nChanged 184
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8810416 nChanged 154
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8810464 nChanged 132
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Mstep: Class 1 contains 37794 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8810441 nChanged 116
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Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8810466 nChanged 104
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Mstep: Class 1 contains 37578 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8810460 nChanged 102
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8810475 nChanged 94
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Mstep: Class 1 contains 37394 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8810498 nChanged 80
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Mstep: Class 1 contains 37322 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8810488 nChanged 62
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Mstep: Class 1 contains 37264 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8810482 nChanged 46
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Mstep: Class 1 contains 37218 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8810498 nChanged 47
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Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8810487 nChanged 27
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8810502 nChanged 33
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Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8810503 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37081 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8810503 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37048 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8810512 nChanged 35
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Mstep: Class 1 contains 37015 members 
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Entering Unmasked Estep 
Score: -8810517.000000 Penalty: 3620.081299
	Iteration 103Q: 3 clusters Score -8810517 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36984 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8810514 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36965 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8810511 nChanged 26
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Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -8810520.000000 Penalty: 3620.081299
	Iteration 106Q: 3 clusters Score -8810520 nChanged 16
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Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8810535 nChanged 18
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Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8810529 nChanged 16
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Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -8810521.000000 Penalty: 3620.081299
	Iteration 109Q: 3 clusters Score -8810521 nChanged 13
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Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8810516 nChanged 16
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Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8810511 nChanged 23
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Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -8810532.000000 Penalty: 3620.081299
	Iteration 112Q: 3 clusters Score -8810532 nChanged 24
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Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -8810538.000000 Penalty: 3620.081299
	Iteration 113Q: 3 clusters Score -8810538 nChanged 21
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Mstep: Class 1 contains 36818 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8810540 nChanged 24
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Mstep: Class 1 contains 36800 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8810531 nChanged 18
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8810529 nChanged 16
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8810543 nChanged 24
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Mstep: Class 1 contains 36746 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8810544 nChanged 27
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Mstep: Class 1 contains 36723 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8810541 nChanged 24
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Mstep: Class 1 contains 36703 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8810555 nChanged 25
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8810559 nChanged 21
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Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8810557 nChanged 23
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Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8810550 nChanged 16
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Mstep: Class 1 contains 36622 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8810557 nChanged 17
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Mstep: Class 1 contains 36609 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8810548 nChanged 17
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Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8810548 nChanged 17
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Mstep: Class 1 contains 36575 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8810559 nChanged 16
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Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8810548 nChanged 12
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	Iteration 129Q: 3 clusters Score -8810547 nChanged 7
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	Iteration 130Q: 3 clusters Score -8810549 nChanged 10
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8810551 nChanged 4
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8810553 nChanged 3
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	Iteration 133Q: 3 clusters Score -8810547 nChanged 3
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8810553 nChanged 5
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	Iteration 135Q: 3 clusters Score -8810551 nChanged 5
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Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8810554 nChanged 2
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Mstep: Class 1 contains 36514 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8810557 nChanged 4
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8810551 nChanged 1
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	Iteration 139Q: 3 clusters Score -8810549 nChanged 2
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8810553 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8810553 nChanged 1
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8810552 nChanged 0
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Entering Unmasked Estep 
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	Iteration 143F: 3 clusters Score -8810552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Entering Unmasked Estep 
Score: -3499373.750000 Penalty: 1665.524170
	Iteration 0F: 2 clusters Score -3499374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3480222.500000 Penalty: 3331.048340
	Iteration 0F: 3 clusters Score -3480222 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3487334.000000 Penalty: 3331.048340
	Iteration 1F: 3 clusters Score -3487334 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3487671.000000 Penalty: 3331.048340
	Iteration 2Q: 3 clusters Score -3487671 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3488041.750000 Penalty: 3331.048340
	Iteration 3Q: 3 clusters Score -3488042 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3488531.000000 Penalty: 3331.048340
	Iteration 4Q: 3 clusters Score -3488531 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3489177.000000 Penalty: 3331.048340
	Iteration 5Q: 3 clusters Score -3489177 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3490127.750000 Penalty: 3331.048340
	Iteration 6F: 3 clusters Score -3490128 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3491351.500000 Penalty: 3331.048340
	Iteration 7F: 3 clusters Score -3491352 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3492688.000000 Penalty: 3331.048340
	Iteration 8F: 3 clusters Score -3492688 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3493926.500000 Penalty: 3331.048340
	Iteration 9F: 3 clusters Score -3493926 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3494885.750000 Penalty: 3331.048340
	Iteration 10Q: 3 clusters Score -3494886 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -3495606.000000 Penalty: 3331.048340
	Iteration 11Q: 3 clusters Score -3495606 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3496154.500000 Penalty: 3331.048340
	Iteration 12Q: 3 clusters Score -3496154 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3496631.250000 Penalty: 3331.048340
	Iteration 13Q: 3 clusters Score -3496631 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3497008.750000 Penalty: 3331.048340
	Iteration 14Q: 3 clusters Score -3497009 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3497257.750000 Penalty: 3331.048340
	Iteration 15Q: 3 clusters Score -3497258 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3497473.500000 Penalty: 3331.048340
	Iteration 16Q: 3 clusters Score -3497474 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3497601.250000 Penalty: 3331.048340
	Iteration 17Q: 3 clusters Score -3497601 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3497691.250000 Penalty: 3331.048340
	Iteration 18Q: 3 clusters Score -3497691 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3497758.250000 Penalty: 3331.048340
	Iteration 19Q: 3 clusters Score -3497758 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3497804.000000 Penalty: 3331.048340
	Iteration 20F: 3 clusters Score -3497804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3497857.750000 Penalty: 3331.048340
	Iteration 21Q: 3 clusters Score -3497858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3497889.750000 Penalty: 3331.048340
	Iteration 22Q: 3 clusters Score -3497890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3497904.500000 Penalty: 3331.048340
	Iteration 23Q: 3 clusters Score -3497904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3497926.250000 Penalty: 3331.048340
	Iteration 24Q: 3 clusters Score -3497926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3497933.500000 Penalty: 3331.048340
	Iteration 25Q: 3 clusters Score -3497934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3497945.250000 Penalty: 3331.048340
	Iteration 26Q: 3 clusters Score -3497945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3497954.500000 Penalty: 3331.048340
	Iteration 27Q: 3 clusters Score -3497954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3497967.750000 Penalty: 3331.048340
	Iteration 28Q: 3 clusters Score -3497968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3497982.000000 Penalty: 3331.048340
	Iteration 29Q: 3 clusters Score -3497982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3497989.000000 Penalty: 3331.048340
	Iteration 30Q: 3 clusters Score -3497989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3497997.250000 Penalty: 3331.048340
	Iteration 31Q: 3 clusters Score -3497997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3497994.250000 Penalty: 3331.048340
	Iteration 32Q: 3 clusters Score -3497994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3498001.250000 Penalty: 3331.048340
	Iteration 33Q: 3 clusters Score -3498001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3498005.500000 Penalty: 3331.048340
	Iteration 34Q: 3 clusters Score -3498006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3498001.750000 Penalty: 3331.048340
	Iteration 35Q: 3 clusters Score -3498002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3498005.000000 Penalty: 3331.048340
	Iteration 36Q: 3 clusters Score -3498005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3498008.750000 Penalty: 3331.048340
	Iteration 37Q: 3 clusters Score -3498009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3498016.000000 Penalty: 3331.048340
	Iteration 38Q: 3 clusters Score -3498016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3498019.750000 Penalty: 3331.048340
	Iteration 39Q: 3 clusters Score -3498020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3498021.250000 Penalty: 3331.048340
	Iteration 40F: 3 clusters Score -3498021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3498021.750000 Penalty: 3331.048340
	Iteration 41Q: 3 clusters Score -3498022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3498022.000000 Penalty: 3331.048340
	Iteration 42Q: 3 clusters Score -3498022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3498025.750000 Penalty: 3331.048340
	Iteration 43Q: 3 clusters Score -3498026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3498029.500000 Penalty: 3331.048340
	Iteration 44Q: 3 clusters Score -3498030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3498028.250000 Penalty: 3331.048340
	Iteration 45Q: 3 clusters Score -3498028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3498030.250000 Penalty: 3331.048340
	Iteration 46Q: 3 clusters Score -3498030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3498032.000000 Penalty: 3331.048340
	Iteration 47Q: 3 clusters Score -3498032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3498028.250000 Penalty: 3331.048340
	Iteration 48Q: 3 clusters Score -3498028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3498033.750000 Penalty: 3331.048340
	Iteration 49Q: 3 clusters Score -3498034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3498037.000000 Penalty: 3331.048340
	Iteration 50Q: 3 clusters Score -3498037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3498031.000000 Penalty: 3331.048340
	Iteration 51Q: 3 clusters Score -3498031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3498033.750000 Penalty: 3331.048340
	Iteration 52Q: 3 clusters Score -3498034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3498034.250000 Penalty: 3331.048340
	Iteration 53Q: 3 clusters Score -3498034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3498034.250000 Penalty: 3331.048340
	Iteration 54F: 3 clusters Score -3498034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Entering Unmasked Estep 
Score: -11601342.000000 Penalty: 1855.369385
	Iteration 0F: 2 clusters Score -1.160134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -11545339.000000 Penalty: 3710.738770
	Iteration 0F: 3 clusters Score -1.154534e+07 nChanged 43102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -11570248.000000 Penalty: 3710.738770
	Iteration 1F: 3 clusters Score -1.157025e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -11571216.000000 Penalty: 3710.738770
	Iteration 2Q: 3 clusters Score -1.157122e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -11572236.000000 Penalty: 3710.738770
	Iteration 3Q: 3 clusters Score -1.157224e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -11573712.000000 Penalty: 3710.738770
	Iteration 4Q: 3 clusters Score -1.157371e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -11576006.000000 Penalty: 3710.738770
	Iteration 5Q: 3 clusters Score -1.157601e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -11579335.000000 Penalty: 3710.738770
	Iteration 6F: 3 clusters Score -1.157934e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -11583697.000000 Penalty: 3710.738770
	Iteration 7F: 3 clusters Score -1.15837e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -11587980.000000 Penalty: 3710.738770
	Iteration 8F: 3 clusters Score -1.158798e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -11590339.000000 Penalty: 3710.738770
	Iteration 9F: 3 clusters Score -1.159034e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -11591294.000000 Penalty: 3710.738770
	Iteration 10Q: 3 clusters Score -1.159129e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -11591622.000000 Penalty: 3710.738770
	Iteration 11Q: 3 clusters Score -1.159162e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -11592019.000000 Penalty: 3710.738770
	Iteration 12Q: 3 clusters Score -1.159202e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -11592244.000000 Penalty: 3710.738770
	Iteration 13Q: 3 clusters Score -1.159224e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -11592482.000000 Penalty: 3710.738770
	Iteration 14Q: 3 clusters Score -1.159248e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -11592771.000000 Penalty: 3710.738770
	Iteration 15Q: 3 clusters Score -1.159277e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -11593079.000000 Penalty: 3710.738770
	Iteration 16Q: 3 clusters Score -1.159308e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67568 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -11593472.000000 Penalty: 3710.738770
	Iteration 17Q: 3 clusters Score -1.159347e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -11593918.000000 Penalty: 3710.738770
	Iteration 18Q: 3 clusters Score -1.159392e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -11594357.000000 Penalty: 3710.738770
	Iteration 19Q: 3 clusters Score -1.159436e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -11594874.000000 Penalty: 3710.738770
	Iteration 20F: 3 clusters Score -1.159487e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -11595409.000000 Penalty: 3710.738770
	Iteration 21Q: 3 clusters Score -1.159541e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -11595968.000000 Penalty: 3710.738770
	Iteration 22Q: 3 clusters Score -1.159597e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -11596482.000000 Penalty: 3710.738770
	Iteration 23Q: 3 clusters Score -1.159648e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -11596944.000000 Penalty: 3710.738770
	Iteration 24Q: 3 clusters Score -1.159694e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78489 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -11597547.000000 Penalty: 3710.738770
	Iteration 25Q: 3 clusters Score -1.159755e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -11598021.000000 Penalty: 3710.738770
	Iteration 26Q: 3 clusters Score -1.159802e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -11598339.000000 Penalty: 3710.738770
	Iteration 27Q: 3 clusters Score -1.159834e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -11598759.000000 Penalty: 3710.738770
	Iteration 28Q: 3 clusters Score -1.159876e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -11598995.000000 Penalty: 3710.738770
	Iteration 29Q: 3 clusters Score -1.1599e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -11599102.000000 Penalty: 3710.738770
	Iteration 30Q: 3 clusters Score -1.15991e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -11599229.000000 Penalty: 3710.738770
	Iteration 31Q: 3 clusters Score -1.159923e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -11599318.000000 Penalty: 3710.738770
	Iteration 32Q: 3 clusters Score -1.159932e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -11599378.000000 Penalty: 3710.738770
	Iteration 33Q: 3 clusters Score -1.159938e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11599448.000000 Penalty: 3710.738770
	Iteration 34Q: 3 clusters Score -1.159945e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11599526.000000 Penalty: 3710.738770
	Iteration 35Q: 3 clusters Score -1.159953e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11599637.000000 Penalty: 3710.738770
	Iteration 36Q: 3 clusters Score -1.159964e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11599671.000000 Penalty: 3710.738770
	Iteration 37Q: 3 clusters Score -1.159967e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11599727.000000 Penalty: 3710.738770
	Iteration 38Q: 3 clusters Score -1.159973e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11599760.000000 Penalty: 3710.738770
	Iteration 39Q: 3 clusters Score -1.159976e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -11599807.000000 Penalty: 3710.738770
	Iteration 40F: 3 clusters Score -1.159981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11599829.000000 Penalty: 3710.738770
	Iteration 41Q: 3 clusters Score -1.159983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11599842.000000 Penalty: 3710.738770
	Iteration 42Q: 3 clusters Score -1.159984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11599874.000000 Penalty: 3710.738770
	Iteration 43Q: 3 clusters Score -1.159987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11599880.000000 Penalty: 3710.738770
	Iteration 44Q: 3 clusters Score -1.159988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90646 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11599896.000000 Penalty: 3710.738770
	Iteration 45Q: 3 clusters Score -1.15999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11599912.000000 Penalty: 3710.738770
	Iteration 46Q: 3 clusters Score -1.159991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11599899.000000 Penalty: 3710.738770
	Iteration 47Q: 3 clusters Score -1.15999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11599900.000000 Penalty: 3710.738770
	Iteration 48Q: 3 clusters Score -1.15999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11599893.000000 Penalty: 3710.738770
	Iteration 49Q: 3 clusters Score -1.159989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11599898.000000 Penalty: 3710.738770
	Iteration 50Q: 3 clusters Score -1.15999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11599906.000000 Penalty: 3710.738770
	Iteration 51Q: 3 clusters Score -1.159991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11599906.000000 Penalty: 3710.738770
	Iteration 52F: 3 clusters Score -1.159991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Entering Unmasked Estep 
Score: -8386500.000000 Penalty: 1801.763062
	Iteration 0F: 2 clusters Score -8386500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -8344411.500000 Penalty: 3603.526123
	Iteration 0F: 3 clusters Score -8344412 nChanged 30778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -8362008.000000 Penalty: 3603.526123
	Iteration 1F: 3 clusters Score -8362008 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -8362627.000000 Penalty: 3603.526123
	Iteration 2Q: 3 clusters Score -8362627 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -8363245.000000 Penalty: 3603.526123
	Iteration 3Q: 3 clusters Score -8363245 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -8363962.000000 Penalty: 3603.526123
	Iteration 4Q: 3 clusters Score -8363962 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -8364854.500000 Penalty: 3603.526123
	Iteration 5Q: 3 clusters Score -8364854 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -8366167.500000 Penalty: 3603.526123
	Iteration 6Q: 3 clusters Score -8366168 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8368064.500000 Penalty: 3603.526123
	Iteration 7F: 3 clusters Score -8368064 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -8370768.000000 Penalty: 3603.526123
	Iteration 8F: 3 clusters Score -8370768 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -8373894.000000 Penalty: 3603.526123
	Iteration 9F: 3 clusters Score -8373894 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -8375933.000000 Penalty: 3603.526123
	Iteration 10F: 3 clusters Score -8375933 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -8376751.000000 Penalty: 3603.526123
	Iteration 11Q: 3 clusters Score -8376751 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -8377115.000000 Penalty: 3603.526123
	Iteration 12Q: 3 clusters Score -8377115 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -8377350.500000 Penalty: 3603.526123
	Iteration 13Q: 3 clusters Score -8377350 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -8377621.000000 Penalty: 3603.526123
	Iteration 14Q: 3 clusters Score -8377621 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -8377906.500000 Penalty: 3603.526123
	Iteration 15Q: 3 clusters Score -8377906 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8378173.500000 Penalty: 3603.526123
	Iteration 16Q: 3 clusters Score -8378174 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -8378392.000000 Penalty: 3603.526123
	Iteration 17Q: 3 clusters Score -8378392 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -8378609.000000 Penalty: 3603.526123
	Iteration 18Q: 3 clusters Score -8378609 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -8378886.000000 Penalty: 3603.526123
	Iteration 19Q: 3 clusters Score -8378886 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -8379154.000000 Penalty: 3603.526123
	Iteration 20F: 3 clusters Score -8379154 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -8379480.500000 Penalty: 3603.526123
	Iteration 21Q: 3 clusters Score -8379480 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -8379812.500000 Penalty: 3603.526123
	Iteration 22Q: 3 clusters Score -8379812 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -8380122.000000 Penalty: 3603.526123
	Iteration 23Q: 3 clusters Score -8380122 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -8380376.000000 Penalty: 3603.526123
	Iteration 24Q: 3 clusters Score -8380376 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -8380645.000000 Penalty: 3603.526123
	Iteration 25Q: 3 clusters Score -8380645 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -8380857.000000 Penalty: 3603.526123
	Iteration 26Q: 3 clusters Score -8380857 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -8381107.500000 Penalty: 3603.526123
	Iteration 27Q: 3 clusters Score -8381108 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -8381380.500000 Penalty: 3603.526123
	Iteration 28Q: 3 clusters Score -8381380 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -8381666.000000 Penalty: 3603.526123
	Iteration 29Q: 3 clusters Score -8381666 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -8381926.000000 Penalty: 3603.526123
	Iteration 30Q: 3 clusters Score -8381926 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -8382155.000000 Penalty: 3603.526123
	Iteration 31Q: 3 clusters Score -8382155 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -8382405.500000 Penalty: 3603.526123
	Iteration 32Q: 3 clusters Score -8382406 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -8382651.500000 Penalty: 3603.526123
	Iteration 33Q: 3 clusters Score -8382652 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -8382869.500000 Penalty: 3603.526123
	Iteration 34Q: 3 clusters Score -8382870 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -8383041.000000 Penalty: 3603.526123
	Iteration 35Q: 3 clusters Score -8383041 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -8383282.000000 Penalty: 3603.526123
	Iteration 36Q: 3 clusters Score -8383282 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -8383480.500000 Penalty: 3603.526123
	Iteration 37Q: 3 clusters Score -8383480 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -8383666.000000 Penalty: 3603.526123
	Iteration 38Q: 3 clusters Score -8383666 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -8383802.000000 Penalty: 3603.526123
	Iteration 39Q: 3 clusters Score -8383802 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -8383943.500000 Penalty: 3603.526123
	Iteration 40F: 3 clusters Score -8383944 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -8384088.000000 Penalty: 3603.526123
	Iteration 41Q: 3 clusters Score -8384088 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -8384204.000000 Penalty: 3603.526123
	Iteration 42Q: 3 clusters Score -8384204 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -8384323.500000 Penalty: 3603.526123
	Iteration 43Q: 3 clusters Score -8384324 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -8384406.500000 Penalty: 3603.526123
	Iteration 44Q: 3 clusters Score -8384406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -8384478.500000 Penalty: 3603.526123
	Iteration 45Q: 3 clusters Score -8384478 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -8384560.500000 Penalty: 3603.526123
	Iteration 46Q: 3 clusters Score -8384560 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -8384601.500000 Penalty: 3603.526123
	Iteration 47Q: 3 clusters Score -8384602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -8384647.500000 Penalty: 3603.526123
	Iteration 48Q: 3 clusters Score -8384648 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -8384703.500000 Penalty: 3603.526123
	Iteration 49Q: 3 clusters Score -8384704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -8384729.500000 Penalty: 3603.526123
	Iteration 50Q: 3 clusters Score -8384730 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -8384751.000000 Penalty: 3603.526123
	Iteration 51Q: 3 clusters Score -8384751 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -8384769.500000 Penalty: 3603.526123
	Iteration 52Q: 3 clusters Score -8384770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -8384798.500000 Penalty: 3603.526123
	Iteration 53Q: 3 clusters Score -8384798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -8384807.000000 Penalty: 3603.526123
	Iteration 54Q: 3 clusters Score -8384807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -8384821.000000 Penalty: 3603.526123
	Iteration 55Q: 3 clusters Score -8384821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -8384828.000000 Penalty: 3603.526123
	Iteration 56Q: 3 clusters Score -8384828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -8384831.000000 Penalty: 3603.526123
	Iteration 57Q: 3 clusters Score -8384831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -8384839.000000 Penalty: 3603.526123
	Iteration 58Q: 3 clusters Score -8384839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -8384846.000000 Penalty: 3603.526123
	Iteration 59Q: 3 clusters Score -8384846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -8384863.000000 Penalty: 3603.526123
	Iteration 60F: 3 clusters Score -8384863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -8384878.000000 Penalty: 3603.526123
	Iteration 61Q: 3 clusters Score -8384878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -8384895.000000 Penalty: 3603.526123
	Iteration 62Q: 3 clusters Score -8384895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -8384899.000000 Penalty: 3603.526123
	Iteration 63Q: 3 clusters Score -8384899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -8384925.000000 Penalty: 3603.526123
	Iteration 64Q: 3 clusters Score -8384925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -8384937.000000 Penalty: 3603.526123
	Iteration 65Q: 3 clusters Score -8384937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -8384966.000000 Penalty: 3603.526123
	Iteration 66Q: 3 clusters Score -8384966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -8384976.500000 Penalty: 3603.526123
	Iteration 67Q: 3 clusters Score -8384976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -8384988.000000 Penalty: 3603.526123
	Iteration 68Q: 3 clusters Score -8384988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -8385010.000000 Penalty: 3603.526123
	Iteration 69Q: 3 clusters Score -8385010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -8385010.500000 Penalty: 3603.526123
	Iteration 70Q: 3 clusters Score -8385010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -8385010.500000 Penalty: 3603.526123
	Iteration 71Q: 3 clusters Score -8385010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -8385024.500000 Penalty: 3603.526123
	Iteration 72Q: 3 clusters Score -8385024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -8385027.000000 Penalty: 3603.526123
	Iteration 73Q: 3 clusters Score -8385027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -8385036.500000 Penalty: 3603.526123
	Iteration 74Q: 3 clusters Score -8385036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -8385039.500000 Penalty: 3603.526123
	Iteration 75Q: 3 clusters Score -8385040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -8385044.500000 Penalty: 3603.526123
	Iteration 76Q: 3 clusters Score -8385044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -8385038.500000 Penalty: 3603.526123
	Iteration 77Q: 3 clusters Score -8385038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -8385044.000000 Penalty: 3603.526123
	Iteration 78Q: 3 clusters Score -8385044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -8385038.000000 Penalty: 3603.526123
	Iteration 79Q: 3 clusters Score -8385038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -8385051.000000 Penalty: 3603.526123
	Iteration 80F: 3 clusters Score -8385051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -8385044.500000 Penalty: 3603.526123
	Iteration 81Q: 3 clusters Score -8385044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -8385051.500000 Penalty: 3603.526123
	Iteration 82Q: 3 clusters Score -8385052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -8385061.000000 Penalty: 3603.526123
	Iteration 83Q: 3 clusters Score -8385061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -8385057.500000 Penalty: 3603.526123
	Iteration 84Q: 3 clusters Score -8385058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -8385060.000000 Penalty: 3603.526123
	Iteration 85Q: 3 clusters Score -8385060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -8385067.000000 Penalty: 3603.526123
	Iteration 86Q: 3 clusters Score -8385067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -8385071.500000 Penalty: 3603.526123
	Iteration 87Q: 3 clusters Score -8385072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -8385076.500000 Penalty: 3603.526123
	Iteration 88Q: 3 clusters Score -8385076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -8385079.500000 Penalty: 3603.526123
	Iteration 89Q: 3 clusters Score -8385080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -8385084.000000 Penalty: 3603.526123
	Iteration 90Q: 3 clusters Score -8385084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -8385085.500000 Penalty: 3603.526123
	Iteration 91Q: 3 clusters Score -8385086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8385085.000000 Penalty: 3603.526123
	Iteration 92Q: 3 clusters Score -8385085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -8385091.000000 Penalty: 3603.526123
	Iteration 93Q: 3 clusters Score -8385091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -8385086.500000 Penalty: 3603.526123
	Iteration 94Q: 3 clusters Score -8385086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -8385079.000000 Penalty: 3603.526123
	Iteration 95Q: 3 clusters Score -8385079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -8385084.000000 Penalty: 3603.526123
	Iteration 96Q: 3 clusters Score -8385084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -8385078.500000 Penalty: 3603.526123
	Iteration 97Q: 3 clusters Score -8385078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8385078.500000 Penalty: 3603.526123
	Iteration 98Q: 3 clusters Score -8385078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8385078.500000 Penalty: 3603.526123
	Iteration 99F: 3 clusters Score -8385078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Entering Unmasked Estep 
Score: -5834279.500000 Penalty: 1742.287354
	Iteration 0F: 2 clusters Score -5834280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -5804970.000000 Penalty: 3484.574707
	Iteration 0F: 3 clusters Score -5804970 nChanged 21017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -5816929.500000 Penalty: 3484.574707
	Iteration 1F: 3 clusters Score -5816930 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -5817341.000000 Penalty: 3484.574707
	Iteration 2Q: 3 clusters Score -5817341 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -5817802.000000 Penalty: 3484.574707
	Iteration 3Q: 3 clusters Score -5817802 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5818349.000000 Penalty: 3484.574707
	Iteration 4Q: 3 clusters Score -5818349 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -5819032.500000 Penalty: 3484.574707
	Iteration 5Q: 3 clusters Score -5819032 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -5820072.000000 Penalty: 3484.574707
	Iteration 6Q: 3 clusters Score -5820072 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -5821750.000000 Penalty: 3484.574707
	Iteration 7F: 3 clusters Score -5821750 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -5824380.500000 Penalty: 3484.574707
	Iteration 8F: 3 clusters Score -5824380 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -5827285.500000 Penalty: 3484.574707
	Iteration 9F: 3 clusters Score -5827286 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5829869.500000 Penalty: 3484.574707
	Iteration 10F: 3 clusters Score -5829870 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5831466.500000 Penalty: 3484.574707
	Iteration 11Q: 3 clusters Score -5831466 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5832298.000000 Penalty: 3484.574707
	Iteration 12Q: 3 clusters Score -5832298 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5832580.000000 Penalty: 3484.574707
	Iteration 13Q: 3 clusters Score -5832580 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5832711.500000 Penalty: 3484.574707
	Iteration 14Q: 3 clusters Score -5832712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5832793.000000 Penalty: 3484.574707
	Iteration 15Q: 3 clusters Score -5832793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5832815.500000 Penalty: 3484.574707
	Iteration 16Q: 3 clusters Score -5832816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5832840.500000 Penalty: 3484.574707
	Iteration 17Q: 3 clusters Score -5832840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5832850.000000 Penalty: 3484.574707
	Iteration 18Q: 3 clusters Score -5832850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5832859.000000 Penalty: 3484.574707
	Iteration 19Q: 3 clusters Score -5832859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5832863.000000 Penalty: 3484.574707
	Iteration 20F: 3 clusters Score -5832863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5832868.500000 Penalty: 3484.574707
	Iteration 21Q: 3 clusters Score -5832868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5832872.000000 Penalty: 3484.574707
	Iteration 22Q: 3 clusters Score -5832872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5832871.500000 Penalty: 3484.574707
	Iteration 23Q: 3 clusters Score -5832872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5832873.000000 Penalty: 3484.574707
	Iteration 24Q: 3 clusters Score -5832873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5832875.500000 Penalty: 3484.574707
	Iteration 25Q: 3 clusters Score -5832876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5832875.500000 Penalty: 3484.574707
	Iteration 26F: 3 clusters Score -5832876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Entering Unmasked Estep 
Score: -6552201.500000 Penalty: 1760.937378
	Iteration 0F: 2 clusters Score -6552202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -6519018.000000 Penalty: 3521.874756
	Iteration 0F: 3 clusters Score -6519018 nChanged 23871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -6532797.000000 Penalty: 3521.874756
	Iteration 1F: 3 clusters Score -6532797 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -6533580.000000 Penalty: 3521.874756
	Iteration 2Q: 3 clusters Score -6533580 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -6534719.000000 Penalty: 3521.874756
	Iteration 3Q: 3 clusters Score -6534719 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -6536376.000000 Penalty: 3521.874756
	Iteration 4F: 3 clusters Score -6536376 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -6538752.500000 Penalty: 3521.874756
	Iteration 5F: 3 clusters Score -6538752 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -6541669.000000 Penalty: 3521.874756
	Iteration 6F: 3 clusters Score -6541669 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -6544333.500000 Penalty: 3521.874756
	Iteration 7F: 3 clusters Score -6544334 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -6546267.000000 Penalty: 3521.874756
	Iteration 8F: 3 clusters Score -6546267 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -6547570.000000 Penalty: 3521.874756
	Iteration 9Q: 3 clusters Score -6547570 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6548265.500000 Penalty: 3521.874756
	Iteration 10Q: 3 clusters Score -6548266 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6548703.000000 Penalty: 3521.874756
	Iteration 11Q: 3 clusters Score -6548703 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6549105.500000 Penalty: 3521.874756
	Iteration 12Q: 3 clusters Score -6549106 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6549469.000000 Penalty: 3521.874756
	Iteration 13Q: 3 clusters Score -6549469 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6549774.000000 Penalty: 3521.874756
	Iteration 14Q: 3 clusters Score -6549774 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6549986.500000 Penalty: 3521.874756
	Iteration 15Q: 3 clusters Score -6549986 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6550196.000000 Penalty: 3521.874756
	Iteration 16Q: 3 clusters Score -6550196 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6550352.000000 Penalty: 3521.874756
	Iteration 17Q: 3 clusters Score -6550352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6550465.500000 Penalty: 3521.874756
	Iteration 18Q: 3 clusters Score -6550466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6550513.000000 Penalty: 3521.874756
	Iteration 19Q: 3 clusters Score -6550513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6550569.500000 Penalty: 3521.874756
	Iteration 20F: 3 clusters Score -6550570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6550595.000000 Penalty: 3521.874756
	Iteration 21Q: 3 clusters Score -6550595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6550625.000000 Penalty: 3521.874756
	Iteration 22Q: 3 clusters Score -6550625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6550642.000000 Penalty: 3521.874756
	Iteration 23Q: 3 clusters Score -6550642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6550658.000000 Penalty: 3521.874756
	Iteration 24Q: 3 clusters Score -6550658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6550669.500000 Penalty: 3521.874756
	Iteration 25Q: 3 clusters Score -6550670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6550678.500000 Penalty: 3521.874756
	Iteration 26Q: 3 clusters Score -6550678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6550678.000000 Penalty: 3521.874756
	Iteration 27Q: 3 clusters Score -6550678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6550681.500000 Penalty: 3521.874756
	Iteration 28Q: 3 clusters Score -6550682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6550681.500000 Penalty: 3521.874756
	Iteration 29F: 3 clusters Score -6550682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Entering Unmasked Estep 
Score: -7026898.500000 Penalty: 1774.946777
	Iteration 0F: 2 clusters Score -7026898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -6990076.000000 Penalty: 3549.893555
	Iteration 0F: 3 clusters Score -6990076 nChanged 26014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -7005281.500000 Penalty: 3549.893555
	Iteration 1F: 3 clusters Score -7005282 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -7005965.000000 Penalty: 3549.893555
	Iteration 2Q: 3 clusters Score -7005965 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -7006895.000000 Penalty: 3549.893555
	Iteration 3Q: 3 clusters Score -7006895 nChanged 2619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7009684 nChanged 3171
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Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7011793 nChanged 3309
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Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7015578 nChanged 2128
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Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7016819 nChanged 625
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Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7016922 nChanged 578
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Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7017031 nChanged 528
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Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7017116 nChanged 550
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Mstep: Class 1 contains 27038 members 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7017242 nChanged 565
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Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7017394 nChanged 582
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Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7017506 nChanged 637
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Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7017650 nChanged 701
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Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7017840 nChanged 762
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Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7018052 nChanged 772
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Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7018352 nChanged 833
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Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7018602 nChanged 903
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Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7018944 nChanged 899
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Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7019299 nChanged 965
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Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7019713 nChanged 991
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Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7020100 nChanged 964
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Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7020492 nChanged 1033
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Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7020926 nChanged 1030
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Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7021358 nChanged 1058
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Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7021748 nChanged 956
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Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7022097 nChanged 941
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Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 22515 members 
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	Iteration 32Q: 3 clusters Score -7022386 nChanged 859
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	Iteration 33Q: 3 clusters Score -7022698 nChanged 782
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Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 21546 members 
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	Iteration 34Q: 3 clusters Score -7022942 nChanged 772
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Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 21106 members 
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	Iteration 35Q: 3 clusters Score -7023234 nChanged 684
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Mstep: Class 2 contains 20742 members 
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	Iteration 36Q: 3 clusters Score -7023393 nChanged 555
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Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 20459 members 
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	Iteration 37Q: 3 clusters Score -7023506 nChanged 490
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Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 20191 members 
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	Iteration 38Q: 3 clusters Score -7023630 nChanged 435
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Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 19956 members 
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	Iteration 39Q: 3 clusters Score -7023737 nChanged 354
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Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7023822 nChanged 335
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Mstep: Class 2 contains 19539 members 
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	Iteration 41Q: 3 clusters Score -7023846 nChanged 335
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	Iteration 42Q: 3 clusters Score -7023901 nChanged 256
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Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 19148 members 
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	Iteration 43Q: 3 clusters Score -7023929 nChanged 213
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Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 18967 members 
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	Iteration 44Q: 3 clusters Score -7023910 nChanged 187
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Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 18798 members 
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	Iteration 45Q: 3 clusters Score -7023940 nChanged 169
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Mstep: Class 1 contains 36790 members 
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	Iteration 46Q: 3 clusters Score -7023962 nChanged 148
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	Iteration 47Q: 3 clusters Score -7023952 nChanged 119
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Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7023970 nChanged 106
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	Iteration 49Q: 3 clusters Score -7023982 nChanged 121
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	Iteration 50Q: 3 clusters Score -7023980 nChanged 105
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	Iteration 51Q: 3 clusters Score -7023980 nChanged 100
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Mstep: Class 2 contains 17952 members 
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	Iteration 52Q: 3 clusters Score -7023982 nChanged 88
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	Iteration 53Q: 3 clusters Score -7023989 nChanged 69
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	Iteration 54Q: 3 clusters Score -7023986 nChanged 54
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	Iteration 55Q: 3 clusters Score -7023978 nChanged 57
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	Iteration 56Q: 3 clusters Score -7023988 nChanged 51
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	Iteration 57Q: 3 clusters Score -7023980 nChanged 46
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	Iteration 58Q: 3 clusters Score -7023989 nChanged 57
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	Iteration 59Q: 3 clusters Score -7023996 nChanged 46
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	Iteration 60F: 3 clusters Score -7023998 nChanged 45
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	Iteration 61Q: 3 clusters Score -7023993 nChanged 33
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	Iteration 62Q: 3 clusters Score -7023988 nChanged 34
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	Iteration 63Q: 3 clusters Score -7023990 nChanged 38
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	Iteration 64Q: 3 clusters Score -7023984 nChanged 36
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	Iteration 65Q: 3 clusters Score -7023980 nChanged 26
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	Iteration 66Q: 3 clusters Score -7023981 nChanged 20
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	Iteration 67Q: 3 clusters Score -7023983 nChanged 18
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	Iteration 68Q: 3 clusters Score -7023995 nChanged 18
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	Iteration 69Q: 3 clusters Score -7023988 nChanged 23
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	Iteration 70Q: 3 clusters Score -7023988 nChanged 24
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	Iteration 71Q: 3 clusters Score -7023991 nChanged 27
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	Iteration 72Q: 3 clusters Score -7023992 nChanged 22
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	Iteration 73Q: 3 clusters Score -7023990 nChanged 20
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	Iteration 74Q: 3 clusters Score -7023992 nChanged 17
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	Iteration 75Q: 3 clusters Score -7023996 nChanged 18
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	Iteration 76Q: 3 clusters Score -7023986 nChanged 17
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	Iteration 77Q: 3 clusters Score -7023989 nChanged 14
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	Iteration 78Q: 3 clusters Score -7023989 nChanged 13
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	Iteration 79Q: 3 clusters Score -7023994 nChanged 19
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	Iteration 80F: 3 clusters Score -7023986 nChanged 18
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	Iteration 81Q: 3 clusters Score -7023986 nChanged 15
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	Iteration 82Q: 3 clusters Score -7023988 nChanged 19
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	Iteration 83Q: 3 clusters Score -7023991 nChanged 17
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	Iteration 84Q: 3 clusters Score -7023978 nChanged 9
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	Iteration 85Q: 3 clusters Score -7023972 nChanged 8
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	Iteration 86Q: 3 clusters Score -7023978 nChanged 6
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	Iteration 87Q: 3 clusters Score -7023982 nChanged 7
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	Iteration 88Q: 3 clusters Score -7023984 nChanged 10
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	Iteration 89Q: 3 clusters Score -7023990 nChanged 12
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	Iteration 90Q: 3 clusters Score -7023994 nChanged 6
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	Iteration 91Q: 3 clusters Score -7023987 nChanged 3
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	Iteration 92Q: 3 clusters Score -7023984 nChanged 5
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	Iteration 93Q: 3 clusters Score -7023978 nChanged 4
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	Iteration 94Q: 3 clusters Score -7023978 nChanged 3
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	Iteration 95Q: 3 clusters Score -7023982 nChanged 0
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Entering Unmasked Estep 
Score: -7023982.000000 Penalty: 3549.893555
	Iteration 96F: 3 clusters Score -7023982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -63102.433594 Penalty: 1022.380005
	Iteration 0F: 2 clusters Score -63102.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61999.632812 Penalty: 2044.760010
	Iteration 0F: 3 clusters Score -61999.63 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62174.128906 Penalty: 2044.760010
	Iteration 1F: 3 clusters Score -62174.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62198.031250 Penalty: 2044.760010
	Iteration 2Q: 3 clusters Score -62198.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62209.109375 Penalty: 2044.760010
	Iteration 3Q: 3 clusters Score -62209.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62223.550781 Penalty: 2044.760010
	Iteration 4Q: 3 clusters Score -62223.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62231.003906 Penalty: 2044.760010
	Iteration 5Q: 3 clusters Score -62231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62237.269531 Penalty: 2044.760010
	Iteration 6Q: 3 clusters Score -62237.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62237.269531 Penalty: 2044.760010
	Iteration 7F: 3 clusters Score -62237.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Entering Unmasked Estep 
Score: -573480.937500 Penalty: 1367.751343
	Iteration 0F: 2 clusters Score -573480.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -569829.562500 Penalty: 2735.502686
	Iteration 0F: 3 clusters Score -569829.6 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -570763.562500 Penalty: 2735.502686
	Iteration 1F: 3 clusters Score -570763.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -570915.625000 Penalty: 2735.502686
	Iteration 2F: 3 clusters Score -570915.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -571001.812500 Penalty: 2735.502686
	Iteration 3Q: 3 clusters Score -571001.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -571064.437500 Penalty: 2735.502686
	Iteration 4Q: 3 clusters Score -571064.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -571124.312500 Penalty: 2735.502686
	Iteration 5Q: 3 clusters Score -571124.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -571187.000000 Penalty: 2735.502686
	Iteration 6Q: 3 clusters Score -571187 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -571253.875000 Penalty: 2735.502686
	Iteration 7Q: 3 clusters Score -571253.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -571309.937500 Penalty: 2735.502686
	Iteration 8Q: 3 clusters Score -571309.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -571359.250000 Penalty: 2735.502686
	Iteration 9Q: 3 clusters Score -571359.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -571406.437500 Penalty: 2735.502686
	Iteration 10Q: 3 clusters Score -571406.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -571455.875000 Penalty: 2735.502686
	Iteration 11Q: 3 clusters Score -571455.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -571498.312500 Penalty: 2735.502686
	Iteration 12Q: 3 clusters Score -571498.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -571524.000000 Penalty: 2735.502686
	Iteration 13Q: 3 clusters Score -571524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -571548.500000 Penalty: 2735.502686
	Iteration 14Q: 3 clusters Score -571548.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -571571.875000 Penalty: 2735.502686
	Iteration 15Q: 3 clusters Score -571571.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -571592.312500 Penalty: 2735.502686
	Iteration 16Q: 3 clusters Score -571592.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -571617.687500 Penalty: 2735.502686
	Iteration 17Q: 3 clusters Score -571617.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -571641.500000 Penalty: 2735.502686
	Iteration 18Q: 3 clusters Score -571641.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -571674.687500 Penalty: 2735.502686
	Iteration 19Q: 3 clusters Score -571674.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -571698.687500 Penalty: 2735.502686
	Iteration 20F: 3 clusters Score -571698.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -571726.750000 Penalty: 2735.502686
	Iteration 21Q: 3 clusters Score -571726.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -571756.000000 Penalty: 2735.502686
	Iteration 22Q: 3 clusters Score -571756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -571792.937500 Penalty: 2735.502686
	Iteration 23Q: 3 clusters Score -571792.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -571831.250000 Penalty: 2735.502686
	Iteration 24Q: 3 clusters Score -571831.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -571869.000000 Penalty: 2735.502686
	Iteration 25Q: 3 clusters Score -571869 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -571902.312500 Penalty: 2735.502686
	Iteration 26Q: 3 clusters Score -571902.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -571940.687500 Penalty: 2735.502686
	Iteration 27Q: 3 clusters Score -571940.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -571978.875000 Penalty: 2735.502686
	Iteration 28Q: 3 clusters Score -571978.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -572002.250000 Penalty: 2735.502686
	Iteration 29Q: 3 clusters Score -572002.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -572018.375000 Penalty: 2735.502686
	Iteration 30Q: 3 clusters Score -572018.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -572031.937500 Penalty: 2735.502686
	Iteration 31Q: 3 clusters Score -572031.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -572039.812500 Penalty: 2735.502686
	Iteration 32Q: 3 clusters Score -572039.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -572043.875000 Penalty: 2735.502686
	Iteration 33Q: 3 clusters Score -572043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -572048.000000 Penalty: 2735.502686
	Iteration 34Q: 3 clusters Score -572048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -572049.375000 Penalty: 2735.502686
	Iteration 35Q: 3 clusters Score -572049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -572051.500000 Penalty: 2735.502686
	Iteration 36Q: 3 clusters Score -572051.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -572055.125000 Penalty: 2735.502686
	Iteration 37Q: 3 clusters Score -572055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -572057.437500 Penalty: 2735.502686
	Iteration 38Q: 3 clusters Score -572057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -572058.937500 Penalty: 2735.502686
	Iteration 39Q: 3 clusters Score -572058.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -572059.875000 Penalty: 2735.502686
	Iteration 40F: 3 clusters Score -572059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -572061.562500 Penalty: 2735.502686
	Iteration 41Q: 3 clusters Score -572061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -572062.562500 Penalty: 2735.502686
	Iteration 42Q: 3 clusters Score -572062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -572063.125000 Penalty: 2735.502686
	Iteration 43Q: 3 clusters Score -572063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -572063.000000 Penalty: 2735.502686
	Iteration 44Q: 3 clusters Score -572063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -572063.250000 Penalty: 2735.502686
	Iteration 45Q: 3 clusters Score -572063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -572063.562500 Penalty: 2735.502686
	Iteration 46Q: 3 clusters Score -572063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -572063.125000 Penalty: 2735.502686
	Iteration 47Q: 3 clusters Score -572063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -572064.562500 Penalty: 2735.502686
	Iteration 48Q: 3 clusters Score -572064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -572064.375000 Penalty: 2735.502686
	Iteration 49Q: 3 clusters Score -572064.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -572064.625000 Penalty: 2735.502686
	Iteration 50Q: 3 clusters Score -572064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -572065.562500 Penalty: 2735.502686
	Iteration 51Q: 3 clusters Score -572065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -572065.250000 Penalty: 2735.502686
	Iteration 52Q: 3 clusters Score -572065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -572067.000000 Penalty: 2735.502686
	Iteration 53Q: 3 clusters Score -572067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -572067.562500 Penalty: 2735.502686
	Iteration 54Q: 3 clusters Score -572067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -572068.500000 Penalty: 2735.502686
	Iteration 55Q: 3 clusters Score -572068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -572069.062500 Penalty: 2735.502686
	Iteration 56Q: 3 clusters Score -572069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -572069.187500 Penalty: 2735.502686
	Iteration 57Q: 3 clusters Score -572069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -572069.187500 Penalty: 2735.502686
	Iteration 58F: 3 clusters Score -572069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -319279.187500 Penalty: 1270.298706
	Iteration 0F: 2 clusters Score -319279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -316888.187500 Penalty: 2540.597412
	Iteration 0F: 3 clusters Score -316888.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -317399.281250 Penalty: 2540.597412
	Iteration 1F: 3 clusters Score -317399.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -317525.500000 Penalty: 2540.597412
	Iteration 2F: 3 clusters Score -317525.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -317603.343750 Penalty: 2540.597412
	Iteration 3F: 3 clusters Score -317603.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -317649.031250 Penalty: 2540.597412
	Iteration 4Q: 3 clusters Score -317649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -317685.156250 Penalty: 2540.597412
	Iteration 5Q: 3 clusters Score -317685.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -317710.312500 Penalty: 2540.597412
	Iteration 6Q: 3 clusters Score -317710.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -317732.468750 Penalty: 2540.597412
	Iteration 7Q: 3 clusters Score -317732.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -317754.656250 Penalty: 2540.597412
	Iteration 8Q: 3 clusters Score -317754.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -317778.312500 Penalty: 2540.597412
	Iteration 9Q: 3 clusters Score -317778.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -317800.687500 Penalty: 2540.597412
	Iteration 10Q: 3 clusters Score -317800.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -317827.000000 Penalty: 2540.597412
	Iteration 11Q: 3 clusters Score -317827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -317857.968750 Penalty: 2540.597412
	Iteration 12Q: 3 clusters Score -317858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -317884.406250 Penalty: 2540.597412
	Iteration 13Q: 3 clusters Score -317884.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -317900.156250 Penalty: 2540.597412
	Iteration 14Q: 3 clusters Score -317900.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -317910.375000 Penalty: 2540.597412
	Iteration 15Q: 3 clusters Score -317910.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -317921.250000 Penalty: 2540.597412
	Iteration 16Q: 3 clusters Score -317921.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -317934.625000 Penalty: 2540.597412
	Iteration 17Q: 3 clusters Score -317934.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -317944.750000 Penalty: 2540.597412
	Iteration 18Q: 3 clusters Score -317944.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -317952.687500 Penalty: 2540.597412
	Iteration 19Q: 3 clusters Score -317952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -317957.187500 Penalty: 2540.597412
	Iteration 20F: 3 clusters Score -317957.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -317964.593750 Penalty: 2540.597412
	Iteration 21Q: 3 clusters Score -317964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -317971.406250 Penalty: 2540.597412
	Iteration 22Q: 3 clusters Score -317971.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -317982.812500 Penalty: 2540.597412
	Iteration 23Q: 3 clusters Score -317982.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -317991.031250 Penalty: 2540.597412
	Iteration 24Q: 3 clusters Score -317991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -317997.625000 Penalty: 2540.597412
	Iteration 25Q: 3 clusters Score -317997.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -318004.375000 Penalty: 2540.597412
	Iteration 26Q: 3 clusters Score -318004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -318011.187500 Penalty: 2540.597412
	Iteration 27Q: 3 clusters Score -318011.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -318021.656250 Penalty: 2540.597412
	Iteration 28Q: 3 clusters Score -318021.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -318032.593750 Penalty: 2540.597412
	Iteration 29Q: 3 clusters Score -318032.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -318042.656250 Penalty: 2540.597412
	Iteration 30Q: 3 clusters Score -318042.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -318054.312500 Penalty: 2540.597412
	Iteration 31Q: 3 clusters Score -318054.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -318064.250000 Penalty: 2540.597412
	Iteration 32Q: 3 clusters Score -318064.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -318071.093750 Penalty: 2540.597412
	Iteration 33Q: 3 clusters Score -318071.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -318079.562500 Penalty: 2540.597412
	Iteration 34Q: 3 clusters Score -318079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -318086.312500 Penalty: 2540.597412
	Iteration 35Q: 3 clusters Score -318086.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -318092.781250 Penalty: 2540.597412
	Iteration 36Q: 3 clusters Score -318092.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -318097.531250 Penalty: 2540.597412
	Iteration 37Q: 3 clusters Score -318097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -318101.062500 Penalty: 2540.597412
	Iteration 38Q: 3 clusters Score -318101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -318104.312500 Penalty: 2540.597412
	Iteration 39Q: 3 clusters Score -318104.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -318108.000000 Penalty: 2540.597412
	Iteration 40F: 3 clusters Score -318108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -318108.375000 Penalty: 2540.597412
	Iteration 41Q: 3 clusters Score -318108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -318109.562500 Penalty: 2540.597412
	Iteration 42Q: 3 clusters Score -318109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -318109.906250 Penalty: 2540.597412
	Iteration 43Q: 3 clusters Score -318109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -318109.562500 Penalty: 2540.597412
	Iteration 44Q: 3 clusters Score -318109.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -318109.562500 Penalty: 2540.597412
	Iteration 45F: 3 clusters Score -318109.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Entering Unmasked Estep 
Score: -9316975.000000 Penalty: 1821.503052
	Iteration 0F: 2 clusters Score -9316975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -9267669.000000 Penalty: 3643.006104
	Iteration 0F: 3 clusters Score -9267669 nChanged 35078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -9287712.000000 Penalty: 3643.006104
	Iteration 1F: 3 clusters Score -9287712 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -9288508.000000 Penalty: 3643.006104
	Iteration 2Q: 3 clusters Score -9288508 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -9289788.000000 Penalty: 3643.006104
	Iteration 3Q: 3 clusters Score -9289788 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -9292051.000000 Penalty: 3643.006104
	Iteration 4F: 3 clusters Score -9292051 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -9295883.000000 Penalty: 3643.006104
	Iteration 5F: 3 clusters Score -9295883 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -9301387.000000 Penalty: 3643.006104
	Iteration 6F: 3 clusters Score -9301387 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -9307489.000000 Penalty: 3643.006104
	Iteration 7F: 3 clusters Score -9307489 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -9311820.000000 Penalty: 3643.006104
	Iteration 8F: 3 clusters Score -9311820 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9314040.000000 Penalty: 3643.006104
	Iteration 9Q: 3 clusters Score -9314040 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72374 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9314944.000000 Penalty: 3643.006104
	Iteration 10Q: 3 clusters Score -9314944 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9315289.000000 Penalty: 3643.006104
	Iteration 11Q: 3 clusters Score -9315289 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72786 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9315465.000000 Penalty: 3643.006104
	Iteration 12Q: 3 clusters Score -9315465 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9315577.000000 Penalty: 3643.006104
	Iteration 13Q: 3 clusters Score -9315577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9315627.000000 Penalty: 3643.006104
	Iteration 14Q: 3 clusters Score -9315627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9315680.000000 Penalty: 3643.006104
	Iteration 15Q: 3 clusters Score -9315680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9315693.000000 Penalty: 3643.006104
	Iteration 16Q: 3 clusters Score -9315693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9315696.000000 Penalty: 3643.006104
	Iteration 17Q: 3 clusters Score -9315696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9315727.000000 Penalty: 3643.006104
	Iteration 18Q: 3 clusters Score -9315727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9315728.000000 Penalty: 3643.006104
	Iteration 19Q: 3 clusters Score -9315728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9315745.000000 Penalty: 3643.006104
	Iteration 20F: 3 clusters Score -9315745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9315740.000000 Penalty: 3643.006104
	Iteration 21Q: 3 clusters Score -9315740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9315744.000000 Penalty: 3643.006104
	Iteration 22Q: 3 clusters Score -9315744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9315760.000000 Penalty: 3643.006104
	Iteration 23Q: 3 clusters Score -9315760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9315766.000000 Penalty: 3643.006104
	Iteration 24Q: 3 clusters Score -9315766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9315772.000000 Penalty: 3643.006104
	Iteration 25Q: 3 clusters Score -9315772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9315776.000000 Penalty: 3643.006104
	Iteration 26Q: 3 clusters Score -9315776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9315770.000000 Penalty: 3643.006104
	Iteration 27Q: 3 clusters Score -9315770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9315777.000000 Penalty: 3643.006104
	Iteration 28Q: 3 clusters Score -9315777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9315800.000000 Penalty: 3643.006104
	Iteration 29Q: 3 clusters Score -9315800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9315809.000000 Penalty: 3643.006104
	Iteration 30Q: 3 clusters Score -9315809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9315807.000000 Penalty: 3643.006104
	Iteration 31Q: 3 clusters Score -9315807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9315817.000000 Penalty: 3643.006104
	Iteration 32Q: 3 clusters Score -9315817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9315826.000000 Penalty: 3643.006104
	Iteration 33Q: 3 clusters Score -9315826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9315837.000000 Penalty: 3643.006104
	Iteration 34Q: 3 clusters Score -9315837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9315863.000000 Penalty: 3643.006104
	Iteration 35Q: 3 clusters Score -9315863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9315887.000000 Penalty: 3643.006104
	Iteration 36Q: 3 clusters Score -9315887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9315892.000000 Penalty: 3643.006104
	Iteration 37Q: 3 clusters Score -9315892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9315906.000000 Penalty: 3643.006104
	Iteration 38Q: 3 clusters Score -9315906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9315920.000000 Penalty: 3643.006104
	Iteration 39Q: 3 clusters Score -9315920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9315923.000000 Penalty: 3643.006104
	Iteration 40F: 3 clusters Score -9315923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9315934.000000 Penalty: 3643.006104
	Iteration 41Q: 3 clusters Score -9315934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9315941.000000 Penalty: 3643.006104
	Iteration 42Q: 3 clusters Score -9315941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9315955.000000 Penalty: 3643.006104
	Iteration 43Q: 3 clusters Score -9315955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9315974.000000 Penalty: 3643.006104
	Iteration 44Q: 3 clusters Score -9315974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9315982.000000 Penalty: 3643.006104
	Iteration 45Q: 3 clusters Score -9315982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9315983.000000 Penalty: 3643.006104
	Iteration 46Q: 3 clusters Score -9315983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9315983.000000 Penalty: 3643.006104
	Iteration 47Q: 3 clusters Score -9315983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9315979.000000 Penalty: 3643.006104
	Iteration 48Q: 3 clusters Score -9315979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9315984.000000 Penalty: 3643.006104
	Iteration 49Q: 3 clusters Score -9315984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9315988.000000 Penalty: 3643.006104
	Iteration 50Q: 3 clusters Score -9315988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9315995.000000 Penalty: 3643.006104
	Iteration 51Q: 3 clusters Score -9315995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9316014.000000 Penalty: 3643.006104
	Iteration 52Q: 3 clusters Score -9316014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9316019.000000 Penalty: 3643.006104
	Iteration 53Q: 3 clusters Score -9316019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9316016.000000 Penalty: 3643.006104
	Iteration 54Q: 3 clusters Score -9316016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9316019.000000 Penalty: 3643.006104
	Iteration 55Q: 3 clusters Score -9316019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9316027.000000 Penalty: 3643.006104
	Iteration 56Q: 3 clusters Score -9316027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9316029.000000 Penalty: 3643.006104
	Iteration 57Q: 3 clusters Score -9316029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9316021.000000 Penalty: 3643.006104
	Iteration 58Q: 3 clusters Score -9316021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9316035.000000 Penalty: 3643.006104
	Iteration 59Q: 3 clusters Score -9316035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9316032.000000 Penalty: 3643.006104
	Iteration 60F: 3 clusters Score -9316032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9316024.000000 Penalty: 3643.006104
	Iteration 61Q: 3 clusters Score -9316024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -9316029.000000 Penalty: 3643.006104
	Iteration 62Q: 3 clusters Score -9316029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9316032.000000 Penalty: 3643.006104
	Iteration 63Q: 3 clusters Score -9316032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9316042.000000 Penalty: 3643.006104
	Iteration 64Q: 3 clusters Score -9316042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9316026.000000 Penalty: 3643.006104
	Iteration 65Q: 3 clusters Score -9316026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9316045.000000 Penalty: 3643.006104
	Iteration 66Q: 3 clusters Score -9316045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9316042.000000 Penalty: 3643.006104
	Iteration 67Q: 3 clusters Score -9316042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9316041.000000 Penalty: 3643.006104
	Iteration 68Q: 3 clusters Score -9316041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9316043.000000 Penalty: 3643.006104
	Iteration 69Q: 3 clusters Score -9316043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9316039.000000 Penalty: 3643.006104
	Iteration 70Q: 3 clusters Score -9316039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9316048.000000 Penalty: 3643.006104
	Iteration 71Q: 3 clusters Score -9316048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9316048.000000 Penalty: 3643.006104
	Iteration 72Q: 3 clusters Score -9316048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9316046.000000 Penalty: 3643.006104
	Iteration 73Q: 3 clusters Score -9316046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9316041.000000 Penalty: 3643.006104
	Iteration 74Q: 3 clusters Score -9316041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9316042.000000 Penalty: 3643.006104
	Iteration 75Q: 3 clusters Score -9316042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9316043.000000 Penalty: 3643.006104
	Iteration 76Q: 3 clusters Score -9316043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9316048.000000 Penalty: 3643.006104
	Iteration 77Q: 3 clusters Score -9316048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72486 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9316049.000000 Penalty: 3643.006104
	Iteration 78Q: 3 clusters Score -9316049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9316043.000000 Penalty: 3643.006104
	Iteration 79Q: 3 clusters Score -9316043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9316050.000000 Penalty: 3643.006104
	Iteration 80F: 3 clusters Score -9316050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9316053.000000 Penalty: 3643.006104
	Iteration 81Q: 3 clusters Score -9316053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9316054.000000 Penalty: 3643.006104
	Iteration 82Q: 3 clusters Score -9316054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -9316063.000000 Penalty: 3643.006104
	Iteration 83Q: 3 clusters Score -9316063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9316064.000000 Penalty: 3643.006104
	Iteration 84Q: 3 clusters Score -9316064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9316067.000000 Penalty: 3643.006104
	Iteration 85Q: 3 clusters Score -9316067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9316062.000000 Penalty: 3643.006104
	Iteration 86Q: 3 clusters Score -9316062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9316059.000000 Penalty: 3643.006104
	Iteration 87Q: 3 clusters Score -9316059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9316064.000000 Penalty: 3643.006104
	Iteration 88Q: 3 clusters Score -9316064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9316068.000000 Penalty: 3643.006104
	Iteration 89Q: 3 clusters Score -9316068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9316064.000000 Penalty: 3643.006104
	Iteration 90Q: 3 clusters Score -9316064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9316064.000000 Penalty: 3643.006104
	Iteration 91F: 3 clusters Score -9316064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Entering Unmasked Estep 
Score: -1443279.125000 Penalty: 1516.209595
	Iteration 0F: 2 clusters Score -1443279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1435363.125000 Penalty: 3032.419189
	Iteration 0F: 3 clusters Score -1435363 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1437934.500000 Penalty: 3032.419189
	Iteration 1F: 3 clusters Score -1437934 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1438217.500000 Penalty: 3032.419189
	Iteration 2F: 3 clusters Score -1438218 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1438465.125000 Penalty: 3032.419189
	Iteration 3F: 3 clusters Score -1438465 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1438673.375000 Penalty: 3032.419189
	Iteration 4Q: 3 clusters Score -1438673 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1438879.500000 Penalty: 3032.419189
	Iteration 5Q: 3 clusters Score -1438880 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1439087.250000 Penalty: 3032.419189
	Iteration 6Q: 3 clusters Score -1439087 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1439348.625000 Penalty: 3032.419189
	Iteration 7Q: 3 clusters Score -1439349 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1439708.375000 Penalty: 3032.419189
	Iteration 8Q: 3 clusters Score -1439708 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1440108.250000 Penalty: 3032.419189
	Iteration 9F: 3 clusters Score -1440108 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1440430.375000 Penalty: 3032.419189
	Iteration 10Q: 3 clusters Score -1440430 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1440632.500000 Penalty: 3032.419189
	Iteration 11Q: 3 clusters Score -1440632 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1440751.500000 Penalty: 3032.419189
	Iteration 12Q: 3 clusters Score -1440752 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1440822.375000 Penalty: 3032.419189
	Iteration 13Q: 3 clusters Score -1440822 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1440867.250000 Penalty: 3032.419189
	Iteration 14Q: 3 clusters Score -1440867 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1440893.750000 Penalty: 3032.419189
	Iteration 15Q: 3 clusters Score -1440894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1440920.750000 Penalty: 3032.419189
	Iteration 16Q: 3 clusters Score -1440921 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1440939.625000 Penalty: 3032.419189
	Iteration 17Q: 3 clusters Score -1440940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1440954.875000 Penalty: 3032.419189
	Iteration 18Q: 3 clusters Score -1440955 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1440979.750000 Penalty: 3032.419189
	Iteration 19Q: 3 clusters Score -1440980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1440993.000000 Penalty: 3032.419189
	Iteration 20F: 3 clusters Score -1440993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1441001.625000 Penalty: 3032.419189
	Iteration 21Q: 3 clusters Score -1441002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1441023.625000 Penalty: 3032.419189
	Iteration 22Q: 3 clusters Score -1441024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1441040.125000 Penalty: 3032.419189
	Iteration 23Q: 3 clusters Score -1441040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1441053.500000 Penalty: 3032.419189
	Iteration 24Q: 3 clusters Score -1441054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1441069.500000 Penalty: 3032.419189
	Iteration 25Q: 3 clusters Score -1441070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1441085.125000 Penalty: 3032.419189
	Iteration 26Q: 3 clusters Score -1441085 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1441098.625000 Penalty: 3032.419189
	Iteration 27Q: 3 clusters Score -1441099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1441114.250000 Penalty: 3032.419189
	Iteration 28Q: 3 clusters Score -1441114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1441130.875000 Penalty: 3032.419189
	Iteration 29Q: 3 clusters Score -1441131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1441142.875000 Penalty: 3032.419189
	Iteration 30Q: 3 clusters Score -1441143 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1441154.750000 Penalty: 3032.419189
	Iteration 31Q: 3 clusters Score -1441155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1441161.500000 Penalty: 3032.419189
	Iteration 32Q: 3 clusters Score -1441162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1441171.000000 Penalty: 3032.419189
	Iteration 33Q: 3 clusters Score -1441171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1441179.000000 Penalty: 3032.419189
	Iteration 34Q: 3 clusters Score -1441179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1441188.625000 Penalty: 3032.419189
	Iteration 35Q: 3 clusters Score -1441189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1441207.250000 Penalty: 3032.419189
	Iteration 36Q: 3 clusters Score -1441207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1441215.375000 Penalty: 3032.419189
	Iteration 37Q: 3 clusters Score -1441215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1441226.500000 Penalty: 3032.419189
	Iteration 38Q: 3 clusters Score -1441226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1441234.750000 Penalty: 3032.419189
	Iteration 39Q: 3 clusters Score -1441235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1441241.750000 Penalty: 3032.419189
	Iteration 40F: 3 clusters Score -1441242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1441253.750000 Penalty: 3032.419189
	Iteration 41Q: 3 clusters Score -1441254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1441253.000000 Penalty: 3032.419189
	Iteration 42Q: 3 clusters Score -1441253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1441264.500000 Penalty: 3032.419189
	Iteration 43Q: 3 clusters Score -1441264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1441268.500000 Penalty: 3032.419189
	Iteration 44Q: 3 clusters Score -1441268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1441277.125000 Penalty: 3032.419189
	Iteration 45Q: 3 clusters Score -1441277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1441278.875000 Penalty: 3032.419189
	Iteration 46Q: 3 clusters Score -1441279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1441288.250000 Penalty: 3032.419189
	Iteration 47Q: 3 clusters Score -1441288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1441287.875000 Penalty: 3032.419189
	Iteration 48Q: 3 clusters Score -1441288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1441291.500000 Penalty: 3032.419189
	Iteration 49Q: 3 clusters Score -1441292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1441292.375000 Penalty: 3032.419189
	Iteration 50Q: 3 clusters Score -1441292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1441297.625000 Penalty: 3032.419189
	Iteration 51Q: 3 clusters Score -1441298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1441300.000000 Penalty: 3032.419189
	Iteration 52Q: 3 clusters Score -1441300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1441301.625000 Penalty: 3032.419189
	Iteration 53Q: 3 clusters Score -1441302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1441301.250000 Penalty: 3032.419189
	Iteration 54Q: 3 clusters Score -1441301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1441304.750000 Penalty: 3032.419189
	Iteration 55Q: 3 clusters Score -1441305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1441304.750000 Penalty: 3032.419189
	Iteration 56Q: 3 clusters Score -1441305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1441306.125000 Penalty: 3032.419189
	Iteration 57Q: 3 clusters Score -1441306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1441307.125000 Penalty: 3032.419189
	Iteration 58Q: 3 clusters Score -1441307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1441306.500000 Penalty: 3032.419189
	Iteration 59Q: 3 clusters Score -1441306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1441306.500000 Penalty: 3032.419189
	Iteration 60F: 3 clusters Score -1441306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1441306.000000 Penalty: 3032.419189
	Iteration 61Q: 3 clusters Score -1441306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1441305.000000 Penalty: 3032.419189
	Iteration 62Q: 3 clusters Score -1441305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1441306.375000 Penalty: 3032.419189
	Iteration 63Q: 3 clusters Score -1441306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1441304.750000 Penalty: 3032.419189
	Iteration 64Q: 3 clusters Score -1441305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1441304.375000 Penalty: 3032.419189
	Iteration 65Q: 3 clusters Score -1441304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1441305.875000 Penalty: 3032.419189
	Iteration 66Q: 3 clusters Score -1441306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1441311.625000 Penalty: 3032.419189
	Iteration 67Q: 3 clusters Score -1441312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1441311.750000 Penalty: 3032.419189
	Iteration 68Q: 3 clusters Score -1441312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1441315.625000 Penalty: 3032.419189
	Iteration 69Q: 3 clusters Score -1441316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1441320.625000 Penalty: 3032.419189
	Iteration 70Q: 3 clusters Score -1441321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1441320.875000 Penalty: 3032.419189
	Iteration 71Q: 3 clusters Score -1441321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1441324.875000 Penalty: 3032.419189
	Iteration 72Q: 3 clusters Score -1441325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1441323.125000 Penalty: 3032.419189
	Iteration 73Q: 3 clusters Score -1441323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1441323.250000 Penalty: 3032.419189
	Iteration 74Q: 3 clusters Score -1441323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1441325.125000 Penalty: 3032.419189
	Iteration 75Q: 3 clusters Score -1441325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1441321.000000 Penalty: 3032.419189
	Iteration 76Q: 3 clusters Score -1441321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1441324.750000 Penalty: 3032.419189
	Iteration 77Q: 3 clusters Score -1441325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1441325.125000 Penalty: 3032.419189
	Iteration 78Q: 3 clusters Score -1441325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1441326.000000 Penalty: 3032.419189
	Iteration 79Q: 3 clusters Score -1441326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1441326.125000 Penalty: 3032.419189
	Iteration 80F: 3 clusters Score -1441326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1441326.000000 Penalty: 3032.419189
	Iteration 81Q: 3 clusters Score -1441326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1441326.000000 Penalty: 3032.419189
	Iteration 82Q: 3 clusters Score -1441326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1441327.750000 Penalty: 3032.419189
	Iteration 83Q: 3 clusters Score -1441328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1441327.625000 Penalty: 3032.419189
	Iteration 84Q: 3 clusters Score -1441328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1441325.500000 Penalty: 3032.419189
	Iteration 85Q: 3 clusters Score -1441326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1441325.500000 Penalty: 3032.419189
	Iteration 86F: 3 clusters Score -1441326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Entering Unmasked Estep 
Score: -1652512.875000 Penalty: 1537.542480
	Iteration 0F: 2 clusters Score -1652513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1643578.375000 Penalty: 3075.084961
	Iteration 0F: 3 clusters Score -1643578 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1646688.875000 Penalty: 3075.084961
	Iteration 1F: 3 clusters Score -1646689 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1646977.625000 Penalty: 3075.084961
	Iteration 2F: 3 clusters Score -1646978 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1647271.250000 Penalty: 3075.084961
	Iteration 3F: 3 clusters Score -1647271 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1647548.250000 Penalty: 3075.084961
	Iteration 4Q: 3 clusters Score -1647548 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1647858.750000 Penalty: 3075.084961
	Iteration 5Q: 3 clusters Score -1647859 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1648250.125000 Penalty: 3075.084961
	Iteration 6Q: 3 clusters Score -1648250 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1648692.625000 Penalty: 3075.084961
	Iteration 7F: 3 clusters Score -1648693 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1649137.625000 Penalty: 3075.084961
	Iteration 8Q: 3 clusters Score -1649138 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1649543.500000 Penalty: 3075.084961
	Iteration 9Q: 3 clusters Score -1649544 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1649925.250000 Penalty: 3075.084961
	Iteration 10Q: 3 clusters Score -1649925 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1650208.750000 Penalty: 3075.084961
	Iteration 11Q: 3 clusters Score -1650209 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1650431.250000 Penalty: 3075.084961
	Iteration 12Q: 3 clusters Score -1650431 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1650569.625000 Penalty: 3075.084961
	Iteration 13Q: 3 clusters Score -1650570 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1650694.375000 Penalty: 3075.084961
	Iteration 14Q: 3 clusters Score -1650694 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1650805.125000 Penalty: 3075.084961
	Iteration 15Q: 3 clusters Score -1650805 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1650883.000000 Penalty: 3075.084961
	Iteration 16Q: 3 clusters Score -1650883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1650952.875000 Penalty: 3075.084961
	Iteration 17Q: 3 clusters Score -1650953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1651003.250000 Penalty: 3075.084961
	Iteration 18Q: 3 clusters Score -1651003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1651037.875000 Penalty: 3075.084961
	Iteration 19Q: 3 clusters Score -1651038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1651067.000000 Penalty: 3075.084961
	Iteration 20F: 3 clusters Score -1651067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1651086.875000 Penalty: 3075.084961
	Iteration 21Q: 3 clusters Score -1651087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1651101.000000 Penalty: 3075.084961
	Iteration 22Q: 3 clusters Score -1651101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1651114.500000 Penalty: 3075.084961
	Iteration 23Q: 3 clusters Score -1651114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1651121.875000 Penalty: 3075.084961
	Iteration 24Q: 3 clusters Score -1651122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1651130.250000 Penalty: 3075.084961
	Iteration 25Q: 3 clusters Score -1651130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1651138.375000 Penalty: 3075.084961
	Iteration 26Q: 3 clusters Score -1651138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1651143.250000 Penalty: 3075.084961
	Iteration 27Q: 3 clusters Score -1651143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1651144.125000 Penalty: 3075.084961
	Iteration 28Q: 3 clusters Score -1651144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1651147.375000 Penalty: 3075.084961
	Iteration 29Q: 3 clusters Score -1651147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1651150.625000 Penalty: 3075.084961
	Iteration 30Q: 3 clusters Score -1651151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1651153.125000 Penalty: 3075.084961
	Iteration 31Q: 3 clusters Score -1651153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1651155.000000 Penalty: 3075.084961
	Iteration 32Q: 3 clusters Score -1651155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1651154.125000 Penalty: 3075.084961
	Iteration 33Q: 3 clusters Score -1651154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1651153.375000 Penalty: 3075.084961
	Iteration 34Q: 3 clusters Score -1651153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1651154.875000 Penalty: 3075.084961
	Iteration 35Q: 3 clusters Score -1651155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1651154.875000 Penalty: 3075.084961
	Iteration 36F: 3 clusters Score -1651155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7033.906738 Penalty: 680.818909
	Iteration 0F: 2 clusters Score -7033.907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6667.459961 Penalty: 1361.637817
	Iteration 0F: 3 clusters Score -6667.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -10121.780273 Penalty: 785.895813
	Iteration 0F: 2 clusters Score -10121.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9625.702148 Penalty: 1571.791626
	Iteration 0F: 3 clusters Score -9625.702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9739.016602 Penalty: 1571.791626
	Iteration 1F: 3 clusters Score -9739.017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9750.478516 Penalty: 1571.791626
	Iteration 2Q: 3 clusters Score -9750.479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9753.518555 Penalty: 1571.791626
	Iteration 3Q: 3 clusters Score -9753.519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9755.011719 Penalty: 1571.791626
	Iteration 4Q: 3 clusters Score -9755.012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9758.884766 Penalty: 1571.791626
	Iteration 5Q: 3 clusters Score -9758.885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9758.884766 Penalty: 1571.791626
	Iteration 6F: 3 clusters Score -9758.885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -1050523.750000 Penalty: 1464.788330
	Iteration 0F: 2 clusters Score -1050524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1044450.625000 Penalty: 2929.576660
	Iteration 0F: 3 clusters Score -1044451 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1046274.812500 Penalty: 2929.576660
	Iteration 1F: 3 clusters Score -1046275 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1046528.437500 Penalty: 2929.576660
	Iteration 2F: 3 clusters Score -1046528 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1046726.812500 Penalty: 2929.576660
	Iteration 3F: 3 clusters Score -1046727 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1046921.937500 Penalty: 2929.576660
	Iteration 4Q: 3 clusters Score -1046922 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1047124.062500 Penalty: 2929.576660
	Iteration 5Q: 3 clusters Score -1047124 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1047327.937500 Penalty: 2929.576660
	Iteration 6Q: 3 clusters Score -1047328 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1047545.625000 Penalty: 2929.576660
	Iteration 7Q: 3 clusters Score -1047546 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1047764.687500 Penalty: 2929.576660
	Iteration 8Q: 3 clusters Score -1047765 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1047999.687500 Penalty: 2929.576660
	Iteration 9Q: 3 clusters Score -1048000 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1048246.125000 Penalty: 2929.576660
	Iteration 10Q: 3 clusters Score -1048246 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1048445.437500 Penalty: 2929.576660
	Iteration 11Q: 3 clusters Score -1048445 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1048593.500000 Penalty: 2929.576660
	Iteration 12Q: 3 clusters Score -1048594 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1048705.625000 Penalty: 2929.576660
	Iteration 13Q: 3 clusters Score -1048706 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1048788.625000 Penalty: 2929.576660
	Iteration 14Q: 3 clusters Score -1048789 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1048864.500000 Penalty: 2929.576660
	Iteration 15Q: 3 clusters Score -1048864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1048917.750000 Penalty: 2929.576660
	Iteration 16Q: 3 clusters Score -1048918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1048968.000000 Penalty: 2929.576660
	Iteration 17Q: 3 clusters Score -1048968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1049008.000000 Penalty: 2929.576660
	Iteration 18Q: 3 clusters Score -1049008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1049040.625000 Penalty: 2929.576660
	Iteration 19Q: 3 clusters Score -1049041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1049064.625000 Penalty: 2929.576660
	Iteration 20F: 3 clusters Score -1049065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1049089.875000 Penalty: 2929.576660
	Iteration 21Q: 3 clusters Score -1049090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1049109.125000 Penalty: 2929.576660
	Iteration 22Q: 3 clusters Score -1049109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1049123.625000 Penalty: 2929.576660
	Iteration 23Q: 3 clusters Score -1049124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1049135.750000 Penalty: 2929.576660
	Iteration 24Q: 3 clusters Score -1049136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1049147.000000 Penalty: 2929.576660
	Iteration 25Q: 3 clusters Score -1049147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1049159.625000 Penalty: 2929.576660
	Iteration 26Q: 3 clusters Score -1049160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1049172.000000 Penalty: 2929.576660
	Iteration 27Q: 3 clusters Score -1049172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1049179.500000 Penalty: 2929.576660
	Iteration 28Q: 3 clusters Score -1049180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1049187.500000 Penalty: 2929.576660
	Iteration 29Q: 3 clusters Score -1049188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1049194.250000 Penalty: 2929.576660
	Iteration 30Q: 3 clusters Score -1049194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1049201.750000 Penalty: 2929.576660
	Iteration 31Q: 3 clusters Score -1049202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1049209.375000 Penalty: 2929.576660
	Iteration 32Q: 3 clusters Score -1049209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1049214.750000 Penalty: 2929.576660
	Iteration 33Q: 3 clusters Score -1049215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1049218.750000 Penalty: 2929.576660
	Iteration 34Q: 3 clusters Score -1049219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1049225.375000 Penalty: 2929.576660
	Iteration 35Q: 3 clusters Score -1049225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1049230.125000 Penalty: 2929.576660
	Iteration 36Q: 3 clusters Score -1049230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1049234.375000 Penalty: 2929.576660
	Iteration 37Q: 3 clusters Score -1049234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1049239.250000 Penalty: 2929.576660
	Iteration 38Q: 3 clusters Score -1049239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1049244.625000 Penalty: 2929.576660
	Iteration 39Q: 3 clusters Score -1049245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1049250.250000 Penalty: 2929.576660
	Iteration 40F: 3 clusters Score -1049250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1049255.250000 Penalty: 2929.576660
	Iteration 41Q: 3 clusters Score -1049255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1049257.875000 Penalty: 2929.576660
	Iteration 42Q: 3 clusters Score -1049258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1049262.250000 Penalty: 2929.576660
	Iteration 43Q: 3 clusters Score -1049262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1049267.500000 Penalty: 2929.576660
	Iteration 44Q: 3 clusters Score -1049268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1049271.125000 Penalty: 2929.576660
	Iteration 45Q: 3 clusters Score -1049271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1049275.500000 Penalty: 2929.576660
	Iteration 46Q: 3 clusters Score -1049276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1049280.500000 Penalty: 2929.576660
	Iteration 47Q: 3 clusters Score -1049280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1049280.625000 Penalty: 2929.576660
	Iteration 48Q: 3 clusters Score -1049281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1049282.625000 Penalty: 2929.576660
	Iteration 49Q: 3 clusters Score -1049283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1049281.500000 Penalty: 2929.576660
	Iteration 50Q: 3 clusters Score -1049282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1049281.500000 Penalty: 2929.576660
	Iteration 51F: 3 clusters Score -1049282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -197570.781250 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -197570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -195776.296875 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -195776.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -196076.203125 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -196076.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -196152.515625 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -196152.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -196199.406250 Penalty: 2389.959717
	Iteration 3Q: 3 clusters Score -196199.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -196236.328125 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -196236.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196265.734375 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -196265.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196278.781250 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -196278.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -196285.640625 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -196285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196289.468750 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -196289.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -196292.218750 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -196292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -196293.781250 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -196293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196294.546875 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -196294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -196295.187500 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -196295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -196296.125000 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -196296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -196296.125000 Penalty: 2389.959717
	Iteration 14F: 3 clusters Score -196296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -50083.910156 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -50083.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49055.968750 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -49055.97 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49240.617188 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -49240.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49316.667969 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -49316.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49345.207031 Penalty: 1983.331543
	Iteration 3Q: 3 clusters Score -49345.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49358.093750 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -49358.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49364.574219 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -49364.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49368.160156 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -49368.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49370.285156 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -49370.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49370.285156 Penalty: 1983.331543
	Iteration 8F: 3 clusters Score -49370.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Entering Unmasked Estep 
Score: -613530.875000 Penalty: 1386.687378
	Iteration 0F: 2 clusters Score -613530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -609520.687500 Penalty: 2773.374756
	Iteration 0F: 3 clusters Score -609520.7 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -610581.437500 Penalty: 2773.374756
	Iteration 1F: 3 clusters Score -610581.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -610755.875000 Penalty: 2773.374756
	Iteration 2F: 3 clusters Score -610755.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -610894.562500 Penalty: 2773.374756
	Iteration 3F: 3 clusters Score -610894.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -611005.062500 Penalty: 2773.374756
	Iteration 4Q: 3 clusters Score -611005.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -611103.187500 Penalty: 2773.374756
	Iteration 5Q: 3 clusters Score -611103.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -611223.312500 Penalty: 2773.374756
	Iteration 6Q: 3 clusters Score -611223.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -611361.812500 Penalty: 2773.374756
	Iteration 7Q: 3 clusters Score -611361.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -611513.562500 Penalty: 2773.374756
	Iteration 8Q: 3 clusters Score -611513.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -611666.000000 Penalty: 2773.374756
	Iteration 9Q: 3 clusters Score -611666 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -611841.562500 Penalty: 2773.374756
	Iteration 10Q: 3 clusters Score -611841.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -611995.750000 Penalty: 2773.374756
	Iteration 11Q: 3 clusters Score -611995.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -612144.312500 Penalty: 2773.374756
	Iteration 12Q: 3 clusters Score -612144.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -612266.437500 Penalty: 2773.374756
	Iteration 13Q: 3 clusters Score -612266.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -612371.500000 Penalty: 2773.374756
	Iteration 14Q: 3 clusters Score -612371.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -612437.687500 Penalty: 2773.374756
	Iteration 15Q: 3 clusters Score -612437.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -612513.312500 Penalty: 2773.374756
	Iteration 16Q: 3 clusters Score -612513.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -612579.625000 Penalty: 2773.374756
	Iteration 17Q: 3 clusters Score -612579.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -612661.375000 Penalty: 2773.374756
	Iteration 18Q: 3 clusters Score -612661.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -612689.562500 Penalty: 2773.374756
	Iteration 19Q: 3 clusters Score -612689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -612699.250000 Penalty: 2773.374756
	Iteration 20F: 3 clusters Score -612699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -612708.875000 Penalty: 2773.374756
	Iteration 21Q: 3 clusters Score -612708.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -612719.812500 Penalty: 2773.374756
	Iteration 22Q: 3 clusters Score -612719.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -612729.125000 Penalty: 2773.374756
	Iteration 23Q: 3 clusters Score -612729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -612729.562500 Penalty: 2773.374756
	Iteration 24Q: 3 clusters Score -612729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -612730.187500 Penalty: 2773.374756
	Iteration 25Q: 3 clusters Score -612730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -612730.187500 Penalty: 2773.374756
	Iteration 26F: 3 clusters Score -612730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 28265 members 
Mstep: Class 3 contains 90913 members 
Mstep: Class 4 contains 65367 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55423 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4523 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73810 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778304.000000 Penalty: 40671.453125
Iteration 319Q: 20 clusters Score -6.57783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90912 members 
Mstep: Class 4 contains 65367 members 
Mstep: Class 5 contains 45333 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55423 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73811 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778316.000000 Penalty: 40671.453125
Iteration 320F: 20 clusters Score -6.577832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90907 members 
Mstep: Class 4 contains 65369 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 50845 members 
Mstep: Class 7 contains 55423 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4528 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73812 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778348.000000 Penalty: 40671.453125
Iteration 321Q: 20 clusters Score -6.577835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90907 members 
Mstep: Class 4 contains 65371 members 
Mstep: Class 5 contains 45330 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55423 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73811 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778328.000000 Penalty: 40671.453125
Iteration 322Q: 20 clusters Score -6.577833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90906 members 
Mstep: Class 4 contains 65371 members 
Mstep: Class 5 contains 45329 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55425 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73812 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778344.000000 Penalty: 40671.453125
Iteration 323Q: 20 clusters Score -6.577834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90905 members 
Mstep: Class 4 contains 65372 members 
Mstep: Class 5 contains 45328 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 55425 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73813 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778360.000000 Penalty: 40671.453125
Iteration 324Q: 20 clusters Score -6.577836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90905 members 
Mstep: Class 4 contains 65374 members 
Mstep: Class 5 contains 45328 members 
Mstep: Class 6 contains 50842 members 
Mstep: Class 7 contains 55426 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73814 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778344.000000 Penalty: 40671.453125
Iteration 325Q: 20 clusters Score -6.577834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90904 members 
Mstep: Class 4 contains 65374 members 
Mstep: Class 5 contains 45329 members 
Mstep: Class 6 contains 50842 members 
Mstep: Class 7 contains 55426 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73816 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778356.000000 Penalty: 40671.453125
Iteration 326Q: 20 clusters Score -6.577836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90903 members 
Mstep: Class 4 contains 65376 members 
Mstep: Class 5 contains 45330 members 
Mstep: Class 6 contains 50840 members 
Mstep: Class 7 contains 55426 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73817 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778360.000000 Penalty: 40671.453125
Iteration 327Q: 20 clusters Score -6.577836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90902 members 
Mstep: Class 4 contains 65377 members 
Mstep: Class 5 contains 45331 members 
Mstep: Class 6 contains 50838 members 
Mstep: Class 7 contains 55426 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73818 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778352.000000 Penalty: 40671.453125
Iteration 328Q: 20 clusters Score -6.577835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 90900 members 
Mstep: Class 4 contains 65379 members 
Mstep: Class 5 contains 45333 members 
Mstep: Class 6 contains 50837 members 
Mstep: Class 7 contains 55425 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73819 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778340.000000 Penalty: 40671.453125
Iteration 329Q: 20 clusters Score -6.577834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 90901 members 
Mstep: Class 4 contains 65380 members 
Mstep: Class 5 contains 45334 members 
Mstep: Class 6 contains 50836 members 
Mstep: Class 7 contains 55425 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73819 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778360.000000 Penalty: 40671.453125
Iteration 330Q: 20 clusters Score -6.577836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 90900 members 
Mstep: Class 4 contains 65380 members 
Mstep: Class 5 contains 45334 members 
Mstep: Class 6 contains 50837 members 
Mstep: Class 7 contains 55426 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73819 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778348.000000 Penalty: 40671.453125
Iteration 331Q: 20 clusters Score -6.577835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 90900 members 
Mstep: Class 4 contains 65381 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 50836 members 
Mstep: Class 7 contains 55427 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73819 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778364.000000 Penalty: 40671.453125
Iteration 332Q: 20 clusters Score -6.577836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 90900 members 
Mstep: Class 4 contains 65382 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 50835 members 
Mstep: Class 7 contains 55427 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73819 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778352.000000 Penalty: 40671.453125
Iteration 333Q: 20 clusters Score -6.577835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 90900 members 
Mstep: Class 4 contains 65381 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 50835 members 
Mstep: Class 7 contains 55428 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73819 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778352.000000 Penalty: 40671.453125
Iteration 334Q: 20 clusters Score -6.577835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 90900 members 
Mstep: Class 4 contains 65380 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 50835 members 
Mstep: Class 7 contains 55429 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73819 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778352.000000 Penalty: 40671.453125
Iteration 335Q: 20 clusters Score -6.577835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 28262 members 
Mstep: Class 3 contains 90900 members 
Mstep: Class 4 contains 65380 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 50835 members 
Mstep: Class 7 contains 55429 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 73819 members 
Mstep: Class 12 contains 11277 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 66 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 447 members 
Mstep: Class 20 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778352.000000 Penalty: 40671.453125
Iteration 336F: 20 clusters Score -6.577835e+07 nChanged 0
Entering ConstructFrom: 
Score: -65778352.000000 Penalty: 40671.453125
Entering ConstructFrom: 
Trying to split cluster 1 (68773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Entering Unmasked Estep 
Score: -8812309.000000 Penalty: 1810.017090
	Iteration 0F: 2 clusters Score -8812309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -8769733.000000 Penalty: 3620.034180
	Iteration 0F: 3 clusters Score -8769733 nChanged 32640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -8788739.000000 Penalty: 3620.034180
	Iteration 1F: 3 clusters Score -8788739 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -8789878.000000 Penalty: 3620.034180
	Iteration 2Q: 3 clusters Score -8789878 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -8791426.000000 Penalty: 3620.034180
	Iteration 3Q: 3 clusters Score -8791426 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -8793291.000000 Penalty: 3620.034180
	Iteration 4F: 3 clusters Score -8793291 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -8795900.000000 Penalty: 3620.034180
	Iteration 5F: 3 clusters Score -8795900 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -8799096.000000 Penalty: 3620.034180
	Iteration 6F: 3 clusters Score -8799096 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -8802742.000000 Penalty: 3620.034180
	Iteration 7F: 3 clusters Score -8802742 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -8805892.000000 Penalty: 3620.034180
	Iteration 8F: 3 clusters Score -8805892 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -8807327.000000 Penalty: 3620.034180
	Iteration 9Q: 3 clusters Score -8807327 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -8807986.000000 Penalty: 3620.034180
	Iteration 10Q: 3 clusters Score -8807986 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -8808306.000000 Penalty: 3620.034180
	Iteration 11Q: 3 clusters Score -8808306 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -8808523.000000 Penalty: 3620.034180
	Iteration 12Q: 3 clusters Score -8808523 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -8808681.000000 Penalty: 3620.034180
	Iteration 13Q: 3 clusters Score -8808681 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -8808803.000000 Penalty: 3620.034180
	Iteration 14Q: 3 clusters Score -8808803 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -8808910.000000 Penalty: 3620.034180
	Iteration 15Q: 3 clusters Score -8808910 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -8809034.000000 Penalty: 3620.034180
	Iteration 16Q: 3 clusters Score -8809034 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -8809158.000000 Penalty: 3620.034180
	Iteration 17Q: 3 clusters Score -8809158 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8809174.000000 Penalty: 3620.034180
	Iteration 18Q: 3 clusters Score -8809174 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -8809229.000000 Penalty: 3620.034180
	Iteration 19Q: 3 clusters Score -8809229 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -8809259.000000 Penalty: 3620.034180
	Iteration 20F: 3 clusters Score -8809259 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -8809290.000000 Penalty: 3620.034180
	Iteration 21Q: 3 clusters Score -8809290 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -8809294.000000 Penalty: 3620.034180
	Iteration 22Q: 3 clusters Score -8809294 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -8809309.000000 Penalty: 3620.034180
	Iteration 23Q: 3 clusters Score -8809309 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -8809290.000000 Penalty: 3620.034180
	Iteration 24Q: 3 clusters Score -8809290 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -8809292.000000 Penalty: 3620.034180
	Iteration 25Q: 3 clusters Score -8809292 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -8809298.000000 Penalty: 3620.034180
	Iteration 26Q: 3 clusters Score -8809298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -8809287.000000 Penalty: 3620.034180
	Iteration 27Q: 3 clusters Score -8809287 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -8809286.000000 Penalty: 3620.034180
	Iteration 28Q: 3 clusters Score -8809286 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -8809291.000000 Penalty: 3620.034180
	Iteration 29Q: 3 clusters Score -8809291 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -8809290.000000 Penalty: 3620.034180
	Iteration 30Q: 3 clusters Score -8809290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -8809279.000000 Penalty: 3620.034180
	Iteration 31Q: 3 clusters Score -8809279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -8809269.000000 Penalty: 3620.034180
	Iteration 32Q: 3 clusters Score -8809269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -8809276.000000 Penalty: 3620.034180
	Iteration 33Q: 3 clusters Score -8809276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -8809290.000000 Penalty: 3620.034180
	Iteration 34Q: 3 clusters Score -8809290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -8809300.000000 Penalty: 3620.034180
	Iteration 35Q: 3 clusters Score -8809300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -8809301.000000 Penalty: 3620.034180
	Iteration 36Q: 3 clusters Score -8809301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -8809299.000000 Penalty: 3620.034180
	Iteration 37Q: 3 clusters Score -8809299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -8809300.000000 Penalty: 3620.034180
	Iteration 38Q: 3 clusters Score -8809300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -8809308.000000 Penalty: 3620.034180
	Iteration 39Q: 3 clusters Score -8809308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -8809308.000000 Penalty: 3620.034180
	Iteration 40F: 3 clusters Score -8809308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -8809304.000000 Penalty: 3620.034180
	Iteration 41Q: 3 clusters Score -8809304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -8809298.000000 Penalty: 3620.034180
	Iteration 42Q: 3 clusters Score -8809298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -8809306.000000 Penalty: 3620.034180
	Iteration 43Q: 3 clusters Score -8809306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -8809295.000000 Penalty: 3620.034180
	Iteration 44Q: 3 clusters Score -8809295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -8809292.000000 Penalty: 3620.034180
	Iteration 45Q: 3 clusters Score -8809292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8809294.000000 Penalty: 3620.034180
	Iteration 46Q: 3 clusters Score -8809294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8809291.000000 Penalty: 3620.034180
	Iteration 47Q: 3 clusters Score -8809291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -8809294.000000 Penalty: 3620.034180
	Iteration 48Q: 3 clusters Score -8809294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8809297.000000 Penalty: 3620.034180
	Iteration 49Q: 3 clusters Score -8809297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8809293.000000 Penalty: 3620.034180
	Iteration 50Q: 3 clusters Score -8809293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -8809293.000000 Penalty: 3620.034180
	Iteration 51Q: 3 clusters Score -8809293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -8809296.000000 Penalty: 3620.034180
	Iteration 52Q: 3 clusters Score -8809296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -8809296.000000 Penalty: 3620.034180
	Iteration 53F: 3 clusters Score -8809296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Entering Unmasked Estep 
Score: -3498994.500000 Penalty: 1665.506958
	Iteration 0F: 2 clusters Score -3498994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3479929.250000 Penalty: 3331.013916
	Iteration 0F: 3 clusters Score -3479929 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3487246.000000 Penalty: 3331.013916
	Iteration 1F: 3 clusters Score -3487246 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3487692.750000 Penalty: 3331.013916
	Iteration 2Q: 3 clusters Score -3487693 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3488343.500000 Penalty: 3331.013916
	Iteration 3Q: 3 clusters Score -3488344 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3489367.500000 Penalty: 3331.013916
	Iteration 4F: 3 clusters Score -3489368 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3490922.250000 Penalty: 3331.013916
	Iteration 5F: 3 clusters Score -3490922 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3493106.000000 Penalty: 3331.013916
	Iteration 6F: 3 clusters Score -3493106 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3495182.250000 Penalty: 3331.013916
	Iteration 7F: 3 clusters Score -3495182 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3496531.500000 Penalty: 3331.013916
	Iteration 8Q: 3 clusters Score -3496532 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3497142.750000 Penalty: 3331.013916
	Iteration 9Q: 3 clusters Score -3497143 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3497385.250000 Penalty: 3331.013916
	Iteration 10Q: 3 clusters Score -3497385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3497475.750000 Penalty: 3331.013916
	Iteration 11Q: 3 clusters Score -3497476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3497505.750000 Penalty: 3331.013916
	Iteration 12Q: 3 clusters Score -3497506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3497528.250000 Penalty: 3331.013916
	Iteration 13Q: 3 clusters Score -3497528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3497539.000000 Penalty: 3331.013916
	Iteration 14Q: 3 clusters Score -3497539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3497543.500000 Penalty: 3331.013916
	Iteration 15Q: 3 clusters Score -3497544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3497543.500000 Penalty: 3331.013916
	Iteration 16F: 3 clusters Score -3497544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Entering Unmasked Estep 
Score: -11599737.000000 Penalty: 1855.346191
	Iteration 0F: 2 clusters Score -1.159974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -11543292.000000 Penalty: 3710.692383
	Iteration 0F: 3 clusters Score -1.154329e+07 nChanged 43330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -11568718.000000 Penalty: 3710.692383
	Iteration 1F: 3 clusters Score -1.156872e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -11569607.000000 Penalty: 3710.692383
	Iteration 2Q: 3 clusters Score -1.156961e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -11570874.000000 Penalty: 3710.692383
	Iteration 3Q: 3 clusters Score -1.157087e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -11573251.000000 Penalty: 3710.692383
	Iteration 4Q: 3 clusters Score -1.157325e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -11576915.000000 Penalty: 3710.692383
	Iteration 5F: 3 clusters Score -1.157692e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -11582637.000000 Penalty: 3710.692383
	Iteration 6F: 3 clusters Score -1.158264e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -11589008.000000 Penalty: 3710.692383
	Iteration 7F: 3 clusters Score -1.158901e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -11593708.000000 Penalty: 3710.692383
	Iteration 8F: 3 clusters Score -1.159371e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -11596173.000000 Penalty: 3710.692383
	Iteration 9Q: 3 clusters Score -1.159617e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -11597208.000000 Penalty: 3710.692383
	Iteration 10Q: 3 clusters Score -1.159721e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -11597827.000000 Penalty: 3710.692383
	Iteration 11Q: 3 clusters Score -1.159783e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11598064.000000 Penalty: 3710.692383
	Iteration 12Q: 3 clusters Score -1.159806e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11598199.000000 Penalty: 3710.692383
	Iteration 13Q: 3 clusters Score -1.15982e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11598271.000000 Penalty: 3710.692383
	Iteration 14Q: 3 clusters Score -1.159827e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90060 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11598357.000000 Penalty: 3710.692383
	Iteration 15Q: 3 clusters Score -1.159836e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11598406.000000 Penalty: 3710.692383
	Iteration 16Q: 3 clusters Score -1.159841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11598421.000000 Penalty: 3710.692383
	Iteration 17Q: 3 clusters Score -1.159842e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11598445.000000 Penalty: 3710.692383
	Iteration 18Q: 3 clusters Score -1.159844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11598468.000000 Penalty: 3710.692383
	Iteration 19Q: 3 clusters Score -1.159847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11598462.000000 Penalty: 3710.692383
	Iteration 20F: 3 clusters Score -1.159846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11598461.000000 Penalty: 3710.692383
	Iteration 21Q: 3 clusters Score -1.159846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11598488.000000 Penalty: 3710.692383
	Iteration 22Q: 3 clusters Score -1.159849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11598500.000000 Penalty: 3710.692383
	Iteration 23Q: 3 clusters Score -1.15985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11598508.000000 Penalty: 3710.692383
	Iteration 24Q: 3 clusters Score -1.159851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11598532.000000 Penalty: 3710.692383
	Iteration 25Q: 3 clusters Score -1.159853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11598524.000000 Penalty: 3710.692383
	Iteration 26Q: 3 clusters Score -1.159852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11598542.000000 Penalty: 3710.692383
	Iteration 27Q: 3 clusters Score -1.159854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11598550.000000 Penalty: 3710.692383
	Iteration 28Q: 3 clusters Score -1.159855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11598567.000000 Penalty: 3710.692383
	Iteration 29Q: 3 clusters Score -1.159857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11598563.000000 Penalty: 3710.692383
	Iteration 30Q: 3 clusters Score -1.159856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11598569.000000 Penalty: 3710.692383
	Iteration 31Q: 3 clusters Score -1.159857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11598571.000000 Penalty: 3710.692383
	Iteration 32Q: 3 clusters Score -1.159857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11598580.000000 Penalty: 3710.692383
	Iteration 33Q: 3 clusters Score -1.159858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11598584.000000 Penalty: 3710.692383
	Iteration 34Q: 3 clusters Score -1.159858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11598593.000000 Penalty: 3710.692383
	Iteration 35Q: 3 clusters Score -1.159859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11598606.000000 Penalty: 3710.692383
	Iteration 36Q: 3 clusters Score -1.159861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11598603.000000 Penalty: 3710.692383
	Iteration 37Q: 3 clusters Score -1.15986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11598614.000000 Penalty: 3710.692383
	Iteration 38Q: 3 clusters Score -1.159861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11598618.000000 Penalty: 3710.692383
	Iteration 39Q: 3 clusters Score -1.159862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11598640.000000 Penalty: 3710.692383
	Iteration 40F: 3 clusters Score -1.159864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11598649.000000 Penalty: 3710.692383
	Iteration 41Q: 3 clusters Score -1.159865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11598651.000000 Penalty: 3710.692383
	Iteration 42Q: 3 clusters Score -1.159865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11598669.000000 Penalty: 3710.692383
	Iteration 43Q: 3 clusters Score -1.159867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11598665.000000 Penalty: 3710.692383
	Iteration 44Q: 3 clusters Score -1.159866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11598682.000000 Penalty: 3710.692383
	Iteration 45Q: 3 clusters Score -1.159868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11598681.000000 Penalty: 3710.692383
	Iteration 46Q: 3 clusters Score -1.159868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11598695.000000 Penalty: 3710.692383
	Iteration 47Q: 3 clusters Score -1.15987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11598721.000000 Penalty: 3710.692383
	Iteration 48Q: 3 clusters Score -1.159872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11598721.000000 Penalty: 3710.692383
	Iteration 49Q: 3 clusters Score -1.159872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11598713.000000 Penalty: 3710.692383
	Iteration 50Q: 3 clusters Score -1.159871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11598720.000000 Penalty: 3710.692383
	Iteration 51Q: 3 clusters Score -1.159872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11598716.000000 Penalty: 3710.692383
	Iteration 52Q: 3 clusters Score -1.159872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11598716.000000 Penalty: 3710.692383
	Iteration 53Q: 3 clusters Score -1.159872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11598715.000000 Penalty: 3710.692383
	Iteration 54Q: 3 clusters Score -1.159872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11598732.000000 Penalty: 3710.692383
	Iteration 55Q: 3 clusters Score -1.159873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11598737.000000 Penalty: 3710.692383
	Iteration 56Q: 3 clusters Score -1.159874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11598737.000000 Penalty: 3710.692383
	Iteration 57F: 3 clusters Score -1.159874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Entering Unmasked Estep 
Score: -8388179.000000 Penalty: 1801.795410
	Iteration 0F: 2 clusters Score -8388179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -8346101.500000 Penalty: 3603.590820
	Iteration 0F: 3 clusters Score -8346102 nChanged 30782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -8364152.500000 Penalty: 3603.590820
	Iteration 1F: 3 clusters Score -8364152 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -8364963.500000 Penalty: 3603.590820
	Iteration 2Q: 3 clusters Score -8364964 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -8366092.000000 Penalty: 3603.590820
	Iteration 3Q: 3 clusters Score -8366092 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -8367985.000000 Penalty: 3603.590820
	Iteration 4F: 3 clusters Score -8367985 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -8370996.000000 Penalty: 3603.590820
	Iteration 5F: 3 clusters Score -8370996 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -8374900.000000 Penalty: 3603.590820
	Iteration 6F: 3 clusters Score -8374900 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8378979.000000 Penalty: 3603.590820
	Iteration 7F: 3 clusters Score -8378979 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -8381742.000000 Penalty: 3603.590820
	Iteration 8Q: 3 clusters Score -8381742 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -8383060.500000 Penalty: 3603.590820
	Iteration 9Q: 3 clusters Score -8383060 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -8383682.500000 Penalty: 3603.590820
	Iteration 10Q: 3 clusters Score -8383682 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -8384056.000000 Penalty: 3603.590820
	Iteration 11Q: 3 clusters Score -8384056 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -8384363.000000 Penalty: 3603.590820
	Iteration 12Q: 3 clusters Score -8384363 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -8384624.500000 Penalty: 3603.590820
	Iteration 13Q: 3 clusters Score -8384624 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -8384880.000000 Penalty: 3603.590820
	Iteration 14Q: 3 clusters Score -8384880 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -8385059.000000 Penalty: 3603.590820
	Iteration 15Q: 3 clusters Score -8385059 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -8385235.500000 Penalty: 3603.590820
	Iteration 16Q: 3 clusters Score -8385236 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -8385372.000000 Penalty: 3603.590820
	Iteration 17Q: 3 clusters Score -8385372 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -8385467.500000 Penalty: 3603.590820
	Iteration 18Q: 3 clusters Score -8385468 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8385545.000000 Penalty: 3603.590820
	Iteration 19Q: 3 clusters Score -8385545 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -8385607.000000 Penalty: 3603.590820
	Iteration 20F: 3 clusters Score -8385607 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -8385701.500000 Penalty: 3603.590820
	Iteration 21Q: 3 clusters Score -8385702 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -8385778.500000 Penalty: 3603.590820
	Iteration 22Q: 3 clusters Score -8385778 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -8385872.000000 Penalty: 3603.590820
	Iteration 23Q: 3 clusters Score -8385872 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8385970.500000 Penalty: 3603.590820
	Iteration 24Q: 3 clusters Score -8385970 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -8386041.000000 Penalty: 3603.590820
	Iteration 25Q: 3 clusters Score -8386041 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8386102.500000 Penalty: 3603.590820
	Iteration 26Q: 3 clusters Score -8386102 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8386175.000000 Penalty: 3603.590820
	Iteration 27Q: 3 clusters Score -8386175 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -8386250.000000 Penalty: 3603.590820
	Iteration 28Q: 3 clusters Score -8386250 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8386313.000000 Penalty: 3603.590820
	Iteration 29Q: 3 clusters Score -8386313 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8386361.000000 Penalty: 3603.590820
	Iteration 30Q: 3 clusters Score -8386361 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -8386401.000000 Penalty: 3603.590820
	Iteration 31Q: 3 clusters Score -8386401 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -8386429.000000 Penalty: 3603.590820
	Iteration 32Q: 3 clusters Score -8386429 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -8386503.500000 Penalty: 3603.590820
	Iteration 33Q: 3 clusters Score -8386504 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -8386524.500000 Penalty: 3603.590820
	Iteration 34Q: 3 clusters Score -8386524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8386552.500000 Penalty: 3603.590820
	Iteration 35Q: 3 clusters Score -8386552 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -8386564.500000 Penalty: 3603.590820
	Iteration 36Q: 3 clusters Score -8386564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8386629.500000 Penalty: 3603.590820
	Iteration 37Q: 3 clusters Score -8386630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8386620.000000 Penalty: 3603.590820
	Iteration 38Q: 3 clusters Score -8386620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -8386666.500000 Penalty: 3603.590820
	Iteration 39Q: 3 clusters Score -8386666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8386692.000000 Penalty: 3603.590820
	Iteration 40F: 3 clusters Score -8386692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8386706.500000 Penalty: 3603.590820
	Iteration 41Q: 3 clusters Score -8386706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8386722.500000 Penalty: 3603.590820
	Iteration 42Q: 3 clusters Score -8386722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8386736.500000 Penalty: 3603.590820
	Iteration 43Q: 3 clusters Score -8386736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8386752.500000 Penalty: 3603.590820
	Iteration 44Q: 3 clusters Score -8386752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8386758.500000 Penalty: 3603.590820
	Iteration 45Q: 3 clusters Score -8386758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8386767.000000 Penalty: 3603.590820
	Iteration 46Q: 3 clusters Score -8386767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8386777.000000 Penalty: 3603.590820
	Iteration 47Q: 3 clusters Score -8386777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8386782.500000 Penalty: 3603.590820
	Iteration 48Q: 3 clusters Score -8386782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8386792.500000 Penalty: 3603.590820
	Iteration 49Q: 3 clusters Score -8386792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8386802.500000 Penalty: 3603.590820
	Iteration 50Q: 3 clusters Score -8386802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8386814.000000 Penalty: 3603.590820
	Iteration 51Q: 3 clusters Score -8386814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8386815.500000 Penalty: 3603.590820
	Iteration 52Q: 3 clusters Score -8386816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8386816.000000 Penalty: 3603.590820
	Iteration 53Q: 3 clusters Score -8386816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8386811.500000 Penalty: 3603.590820
	Iteration 54Q: 3 clusters Score -8386812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8386813.000000 Penalty: 3603.590820
	Iteration 55Q: 3 clusters Score -8386813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8386813.000000 Penalty: 3603.590820
	Iteration 56F: 3 clusters Score -8386813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Entering Unmasked Estep 
Score: -5834299.000000 Penalty: 1742.287354
	Iteration 0F: 2 clusters Score -5834299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5804867.500000 Penalty: 3484.574707
	Iteration 0F: 3 clusters Score -5804868 nChanged 21140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5816701.000000 Penalty: 3484.574707
	Iteration 1F: 3 clusters Score -5816701 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -5817199.000000 Penalty: 3484.574707
	Iteration 2Q: 3 clusters Score -5817199 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5817688.000000 Penalty: 3484.574707
	Iteration 3Q: 3 clusters Score -5817688 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -5818304.000000 Penalty: 3484.574707
	Iteration 4Q: 3 clusters Score -5818304 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -5819087.000000 Penalty: 3484.574707
	Iteration 5Q: 3 clusters Score -5819087 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -5820230.500000 Penalty: 3484.574707
	Iteration 6Q: 3 clusters Score -5820230 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -5821816.000000 Penalty: 3484.574707
	Iteration 7F: 3 clusters Score -5821816 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5823840.000000 Penalty: 3484.574707
	Iteration 8F: 3 clusters Score -5823840 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -5825959.000000 Penalty: 3484.574707
	Iteration 9F: 3 clusters Score -5825959 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -5827824.500000 Penalty: 3484.574707
	Iteration 10F: 3 clusters Score -5827824 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -5828985.000000 Penalty: 3484.574707
	Iteration 11Q: 3 clusters Score -5828985 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5829684.500000 Penalty: 3484.574707
	Iteration 12Q: 3 clusters Score -5829684 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -5830093.500000 Penalty: 3484.574707
	Iteration 13Q: 3 clusters Score -5830094 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -5830299.000000 Penalty: 3484.574707
	Iteration 14Q: 3 clusters Score -5830299 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -5830439.500000 Penalty: 3484.574707
	Iteration 15Q: 3 clusters Score -5830440 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -5830541.000000 Penalty: 3484.574707
	Iteration 16Q: 3 clusters Score -5830541 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -5830605.500000 Penalty: 3484.574707
	Iteration 17Q: 3 clusters Score -5830606 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -5830679.500000 Penalty: 3484.574707
	Iteration 18Q: 3 clusters Score -5830680 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -5830729.000000 Penalty: 3484.574707
	Iteration 19Q: 3 clusters Score -5830729 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -5830796.000000 Penalty: 3484.574707
	Iteration 20F: 3 clusters Score -5830796 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -5830860.000000 Penalty: 3484.574707
	Iteration 21Q: 3 clusters Score -5830860 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -5830930.500000 Penalty: 3484.574707
	Iteration 22Q: 3 clusters Score -5830930 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -5830988.500000 Penalty: 3484.574707
	Iteration 23Q: 3 clusters Score -5830988 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -5831053.000000 Penalty: 3484.574707
	Iteration 24Q: 3 clusters Score -5831053 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -5831100.500000 Penalty: 3484.574707
	Iteration 25Q: 3 clusters Score -5831100 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -5831145.000000 Penalty: 3484.574707
	Iteration 26Q: 3 clusters Score -5831145 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -5831179.000000 Penalty: 3484.574707
	Iteration 27Q: 3 clusters Score -5831179 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -5831238.500000 Penalty: 3484.574707
	Iteration 28Q: 3 clusters Score -5831238 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -5831279.500000 Penalty: 3484.574707
	Iteration 29Q: 3 clusters Score -5831280 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -5831319.500000 Penalty: 3484.574707
	Iteration 30Q: 3 clusters Score -5831320 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -5831354.500000 Penalty: 3484.574707
	Iteration 31Q: 3 clusters Score -5831354 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -5831376.000000 Penalty: 3484.574707
	Iteration 32Q: 3 clusters Score -5831376 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -5831387.000000 Penalty: 3484.574707
	Iteration 33Q: 3 clusters Score -5831387 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -5831422.500000 Penalty: 3484.574707
	Iteration 34Q: 3 clusters Score -5831422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -5831430.000000 Penalty: 3484.574707
	Iteration 35Q: 3 clusters Score -5831430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5831449.500000 Penalty: 3484.574707
	Iteration 36Q: 3 clusters Score -5831450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -5831456.000000 Penalty: 3484.574707
	Iteration 37Q: 3 clusters Score -5831456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -5831464.500000 Penalty: 3484.574707
	Iteration 38Q: 3 clusters Score -5831464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -5831484.000000 Penalty: 3484.574707
	Iteration 39Q: 3 clusters Score -5831484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -5831485.500000 Penalty: 3484.574707
	Iteration 40F: 3 clusters Score -5831486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -5831498.000000 Penalty: 3484.574707
	Iteration 41Q: 3 clusters Score -5831498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -5831497.000000 Penalty: 3484.574707
	Iteration 42Q: 3 clusters Score -5831497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -5831522.500000 Penalty: 3484.574707
	Iteration 43Q: 3 clusters Score -5831522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -5831533.500000 Penalty: 3484.574707
	Iteration 44Q: 3 clusters Score -5831534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -5831539.500000 Penalty: 3484.574707
	Iteration 45Q: 3 clusters Score -5831540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -5831542.500000 Penalty: 3484.574707
	Iteration 46Q: 3 clusters Score -5831542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5831548.000000 Penalty: 3484.574707
	Iteration 47Q: 3 clusters Score -5831548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -5831554.000000 Penalty: 3484.574707
	Iteration 48Q: 3 clusters Score -5831554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -5831553.500000 Penalty: 3484.574707
	Iteration 49Q: 3 clusters Score -5831554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -5831558.000000 Penalty: 3484.574707
	Iteration 50Q: 3 clusters Score -5831558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -5831550.000000 Penalty: 3484.574707
	Iteration 51Q: 3 clusters Score -5831550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -5831557.000000 Penalty: 3484.574707
	Iteration 52Q: 3 clusters Score -5831557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -5831559.500000 Penalty: 3484.574707
	Iteration 53Q: 3 clusters Score -5831560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -5831558.500000 Penalty: 3484.574707
	Iteration 54Q: 3 clusters Score -5831558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -5831564.500000 Penalty: 3484.574707
	Iteration 55Q: 3 clusters Score -5831564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -5831558.000000 Penalty: 3484.574707
	Iteration 56Q: 3 clusters Score -5831558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -5831558.500000 Penalty: 3484.574707
	Iteration 57Q: 3 clusters Score -5831558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -5831554.000000 Penalty: 3484.574707
	Iteration 58Q: 3 clusters Score -5831554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -5831556.000000 Penalty: 3484.574707
	Iteration 59Q: 3 clusters Score -5831556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -5831555.000000 Penalty: 3484.574707
	Iteration 60F: 3 clusters Score -5831555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -5831565.000000 Penalty: 3484.574707
	Iteration 61Q: 3 clusters Score -5831565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -5831568.000000 Penalty: 3484.574707
	Iteration 62Q: 3 clusters Score -5831568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -5831565.500000 Penalty: 3484.574707
	Iteration 63Q: 3 clusters Score -5831566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -5831571.000000 Penalty: 3484.574707
	Iteration 64Q: 3 clusters Score -5831571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -5831559.000000 Penalty: 3484.574707
	Iteration 65Q: 3 clusters Score -5831559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5831573.000000 Penalty: 3484.574707
	Iteration 66Q: 3 clusters Score -5831573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5831570.500000 Penalty: 3484.574707
	Iteration 67Q: 3 clusters Score -5831570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -5831570.000000 Penalty: 3484.574707
	Iteration 68Q: 3 clusters Score -5831570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -5831575.500000 Penalty: 3484.574707
	Iteration 69Q: 3 clusters Score -5831576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -5831582.500000 Penalty: 3484.574707
	Iteration 70Q: 3 clusters Score -5831582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -5831581.000000 Penalty: 3484.574707
	Iteration 71Q: 3 clusters Score -5831581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -5831577.500000 Penalty: 3484.574707
	Iteration 72Q: 3 clusters Score -5831578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -5831573.500000 Penalty: 3484.574707
	Iteration 73Q: 3 clusters Score -5831574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -5831576.000000 Penalty: 3484.574707
	Iteration 74Q: 3 clusters Score -5831576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5831576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
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	Iteration 76F: 3 clusters Score -5831576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50835 members 
Entering Unmasked Estep 
Score: -6550899.500000 Penalty: 1760.905273
	Iteration 0F: 2 clusters Score -6550900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6517704.500000 Penalty: 3521.810547
	Iteration 0F: 3 clusters Score -6517704 nChanged 24009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6531524 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6532341 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6533437 nChanged 2380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -6534941.000000 Penalty: 3521.810547
	Iteration 4Q: 3 clusters Score -6534941 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -6536800.500000 Penalty: 3521.810547
	Iteration 5F: 3 clusters Score -6536800 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -6538543.500000 Penalty: 3521.810547
	Iteration 6F: 3 clusters Score -6538544 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -6540068.500000 Penalty: 3521.810547
	Iteration 7Q: 3 clusters Score -6540068 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -6541474.500000 Penalty: 3521.810547
	Iteration 8Q: 3 clusters Score -6541474 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -6542698.500000 Penalty: 3521.810547
	Iteration 9Q: 3 clusters Score -6542698 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -6543926.000000 Penalty: 3521.810547
	Iteration 10Q: 3 clusters Score -6543926 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6545121.000000 Penalty: 3521.810547
	Iteration 11Q: 3 clusters Score -6545121 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -6546127.000000 Penalty: 3521.810547
	Iteration 12Q: 3 clusters Score -6546127 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -6546965.500000 Penalty: 3521.810547
	Iteration 13Q: 3 clusters Score -6546966 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6547639.500000 Penalty: 3521.810547
	Iteration 14Q: 3 clusters Score -6547640 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6548069.000000 Penalty: 3521.810547
	Iteration 15Q: 3 clusters Score -6548069 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6548404.000000 Penalty: 3521.810547
	Iteration 16Q: 3 clusters Score -6548404 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6548655.000000 Penalty: 3521.810547
	Iteration 17Q: 3 clusters Score -6548655 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6548829.500000 Penalty: 3521.810547
	Iteration 18Q: 3 clusters Score -6548830 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6548954.000000 Penalty: 3521.810547
	Iteration 19Q: 3 clusters Score -6548954 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6549083.500000 Penalty: 3521.810547
	Iteration 20F: 3 clusters Score -6549084 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6549170.500000 Penalty: 3521.810547
	Iteration 21Q: 3 clusters Score -6549170 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6549220.000000 Penalty: 3521.810547
	Iteration 22Q: 3 clusters Score -6549220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6549266.000000 Penalty: 3521.810547
	Iteration 23Q: 3 clusters Score -6549266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6549289.000000 Penalty: 3521.810547
	Iteration 24Q: 3 clusters Score -6549289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6549313.500000 Penalty: 3521.810547
	Iteration 25Q: 3 clusters Score -6549314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6549337.000000 Penalty: 3521.810547
	Iteration 26Q: 3 clusters Score -6549337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6549349.000000 Penalty: 3521.810547
	Iteration 27Q: 3 clusters Score -6549349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6549361.500000 Penalty: 3521.810547
	Iteration 28Q: 3 clusters Score -6549362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6549379.500000 Penalty: 3521.810547
	Iteration 29Q: 3 clusters Score -6549380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6549403.000000 Penalty: 3521.810547
	Iteration 30Q: 3 clusters Score -6549403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6549410.500000 Penalty: 3521.810547
	Iteration 31Q: 3 clusters Score -6549410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6549412.500000 Penalty: 3521.810547
	Iteration 32Q: 3 clusters Score -6549412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6549408.500000 Penalty: 3521.810547
	Iteration 33Q: 3 clusters Score -6549408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6549416.000000 Penalty: 3521.810547
	Iteration 34Q: 3 clusters Score -6549416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6549419.000000 Penalty: 3521.810547
	Iteration 35Q: 3 clusters Score -6549419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6549425.000000 Penalty: 3521.810547
	Iteration 36Q: 3 clusters Score -6549425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6549430.000000 Penalty: 3521.810547
	Iteration 37Q: 3 clusters Score -6549430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6549426.500000 Penalty: 3521.810547
	Iteration 38Q: 3 clusters Score -6549426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6549426.500000 Penalty: 3521.810547
	Iteration 39Q: 3 clusters Score -6549426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6549427.000000 Penalty: 3521.810547
	Iteration 40F: 3 clusters Score -6549427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6549428.500000 Penalty: 3521.810547
	Iteration 41Q: 3 clusters Score -6549428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6549430.000000 Penalty: 3521.810547
	Iteration 42Q: 3 clusters Score -6549430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6549426.500000 Penalty: 3521.810547
	Iteration 43Q: 3 clusters Score -6549426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6549429.500000 Penalty: 3521.810547
	Iteration 44Q: 3 clusters Score -6549430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6549431.500000 Penalty: 3521.810547
	Iteration 45Q: 3 clusters Score -6549432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6549426.500000 Penalty: 3521.810547
	Iteration 46Q: 3 clusters Score -6549426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6549429.500000 Penalty: 3521.810547
	Iteration 47Q: 3 clusters Score -6549430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6549434.500000 Penalty: 3521.810547
	Iteration 48Q: 3 clusters Score -6549434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6549430.000000 Penalty: 3521.810547
	Iteration 49Q: 3 clusters Score -6549430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6549432.500000 Penalty: 3521.810547
	Iteration 50Q: 3 clusters Score -6549432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6549429.000000 Penalty: 3521.810547
	Iteration 51Q: 3 clusters Score -6549429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6549434.000000 Penalty: 3521.810547
	Iteration 52Q: 3 clusters Score -6549434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6549436.500000 Penalty: 3521.810547
	Iteration 53Q: 3 clusters Score -6549436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6549437.500000 Penalty: 3521.810547
	Iteration 54Q: 3 clusters Score -6549438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6549433.500000 Penalty: 3521.810547
	Iteration 55Q: 3 clusters Score -6549434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6549431.000000 Penalty: 3521.810547
	Iteration 56Q: 3 clusters Score -6549431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6549430.500000 Penalty: 3521.810547
	Iteration 57Q: 3 clusters Score -6549430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6549430.500000 Penalty: 3521.810547
	Iteration 58F: 3 clusters Score -6549430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Entering Unmasked Estep 
Score: -7027669.500000 Penalty: 1774.964478
	Iteration 0F: 2 clusters Score -7027670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -6990686.500000 Penalty: 3549.928955
	Iteration 0F: 3 clusters Score -6990686 nChanged 26094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -7006111.500000 Penalty: 3549.928955
	Iteration 1F: 3 clusters Score -7006112 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -7007142.500000 Penalty: 3549.928955
	Iteration 2Q: 3 clusters Score -7007142 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -7008606.500000 Penalty: 3549.928955
	Iteration 3F: 3 clusters Score -7008606 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -7010844.500000 Penalty: 3549.928955
	Iteration 4F: 3 clusters Score -7010844 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -7014020.500000 Penalty: 3549.928955
	Iteration 5F: 3 clusters Score -7014020 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -7017643.500000 Penalty: 3549.928955
	Iteration 6F: 3 clusters Score -7017644 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -7020899.500000 Penalty: 3549.928955
	Iteration 7F: 3 clusters Score -7020900 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7023228.500000 Penalty: 3549.928955
	Iteration 8Q: 3 clusters Score -7023228 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7024583.000000 Penalty: 3549.928955
	Iteration 9Q: 3 clusters Score -7024583 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7025260.000000 Penalty: 3549.928955
	Iteration 10Q: 3 clusters Score -7025260 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7025650.500000 Penalty: 3549.928955
	Iteration 11Q: 3 clusters Score -7025650 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7025836.500000 Penalty: 3549.928955
	Iteration 12Q: 3 clusters Score -7025836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7025928.500000 Penalty: 3549.928955
	Iteration 13Q: 3 clusters Score -7025928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7025996.000000 Penalty: 3549.928955
	Iteration 14Q: 3 clusters Score -7025996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7026033.000000 Penalty: 3549.928955
	Iteration 15Q: 3 clusters Score -7026033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7026074.500000 Penalty: 3549.928955
	Iteration 16Q: 3 clusters Score -7026074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7026108.000000 Penalty: 3549.928955
	Iteration 17Q: 3 clusters Score -7026108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7026151.500000 Penalty: 3549.928955
	Iteration 18Q: 3 clusters Score -7026152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7026168.000000 Penalty: 3549.928955
	Iteration 19Q: 3 clusters Score -7026168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7026182.500000 Penalty: 3549.928955
	Iteration 20F: 3 clusters Score -7026182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7026194.500000 Penalty: 3549.928955
	Iteration 21Q: 3 clusters Score -7026194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7026199.500000 Penalty: 3549.928955
	Iteration 22Q: 3 clusters Score -7026200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7026194.500000 Penalty: 3549.928955
	Iteration 23Q: 3 clusters Score -7026194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7026200.000000 Penalty: 3549.928955
	Iteration 24Q: 3 clusters Score -7026200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7026204.000000 Penalty: 3549.928955
	Iteration 25Q: 3 clusters Score -7026204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7026207.000000 Penalty: 3549.928955
	Iteration 26Q: 3 clusters Score -7026207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7026209.000000 Penalty: 3549.928955
	Iteration 27Q: 3 clusters Score -7026209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7026215.500000 Penalty: 3549.928955
	Iteration 28Q: 3 clusters Score -7026216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7026220.500000 Penalty: 3549.928955
	Iteration 29Q: 3 clusters Score -7026220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7026220.500000 Penalty: 3549.928955
	Iteration 30F: 3 clusters Score -7026220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -63102.433594 Penalty: 1022.380005
	Iteration 0F: 2 clusters Score -63102.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62013.210938 Penalty: 2044.760010
	Iteration 0F: 3 clusters Score -62013.21 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62193.460938 Penalty: 2044.760010
	Iteration 1F: 3 clusters Score -62193.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62250.472656 Penalty: 2044.760010
	Iteration 2Q: 3 clusters Score -62250.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62268.113281 Penalty: 2044.760010
	Iteration 3Q: 3 clusters Score -62268.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62286.667969 Penalty: 2044.760010
	Iteration 4Q: 3 clusters Score -62286.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62298.804688 Penalty: 2044.760010
	Iteration 5Q: 3 clusters Score -62298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62302.957031 Penalty: 2044.760010
	Iteration 6Q: 3 clusters Score -62302.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62310.191406 Penalty: 2044.760010
	Iteration 7Q: 3 clusters Score -62310.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62312.601562 Penalty: 2044.760010
	Iteration 8Q: 3 clusters Score -62312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62313.296875 Penalty: 2044.760010
	Iteration 9Q: 3 clusters Score -62313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62316.050781 Penalty: 2044.760010
	Iteration 10Q: 3 clusters Score -62316.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62316.050781 Penalty: 2044.760010
	Iteration 11F: 3 clusters Score -62316.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -574494.187500 Penalty: 1368.038452
	Iteration 0F: 2 clusters Score -574494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -570806.312500 Penalty: 2736.076904
	Iteration 0F: 3 clusters Score -570806.3 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -571829.250000 Penalty: 2736.076904
	Iteration 1F: 3 clusters Score -571829.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -572029.875000 Penalty: 2736.076904
	Iteration 2F: 3 clusters Score -572029.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -572181.562500 Penalty: 2736.076904
	Iteration 3F: 3 clusters Score -572181.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -572308.625000 Penalty: 2736.076904
	Iteration 4Q: 3 clusters Score -572308.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -572407.750000 Penalty: 2736.076904
	Iteration 5Q: 3 clusters Score -572407.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -572479.312500 Penalty: 2736.076904
	Iteration 6Q: 3 clusters Score -572479.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -572538.000000 Penalty: 2736.076904
	Iteration 7Q: 3 clusters Score -572538 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -572582.812500 Penalty: 2736.076904
	Iteration 8Q: 3 clusters Score -572582.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -572627.125000 Penalty: 2736.076904
	Iteration 9Q: 3 clusters Score -572627.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -572666.937500 Penalty: 2736.076904
	Iteration 10Q: 3 clusters Score -572666.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -572704.625000 Penalty: 2736.076904
	Iteration 11Q: 3 clusters Score -572704.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -572742.187500 Penalty: 2736.076904
	Iteration 12Q: 3 clusters Score -572742.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -572784.312500 Penalty: 2736.076904
	Iteration 13Q: 3 clusters Score -572784.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -572828.187500 Penalty: 2736.076904
	Iteration 14Q: 3 clusters Score -572828.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -572877.375000 Penalty: 2736.076904
	Iteration 15Q: 3 clusters Score -572877.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -572924.937500 Penalty: 2736.076904
	Iteration 16Q: 3 clusters Score -572924.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -572957.687500 Penalty: 2736.076904
	Iteration 17Q: 3 clusters Score -572957.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -572987.812500 Penalty: 2736.076904
	Iteration 18Q: 3 clusters Score -572987.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -573011.187500 Penalty: 2736.076904
	Iteration 19Q: 3 clusters Score -573011.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -573041.812500 Penalty: 2736.076904
	Iteration 20F: 3 clusters Score -573041.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -573069.500000 Penalty: 2736.076904
	Iteration 21Q: 3 clusters Score -573069.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -573094.125000 Penalty: 2736.076904
	Iteration 22Q: 3 clusters Score -573094.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -573119.187500 Penalty: 2736.076904
	Iteration 23Q: 3 clusters Score -573119.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -573144.812500 Penalty: 2736.076904
	Iteration 24Q: 3 clusters Score -573144.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -573181.937500 Penalty: 2736.076904
	Iteration 25Q: 3 clusters Score -573181.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -573202.500000 Penalty: 2736.076904
	Iteration 26Q: 3 clusters Score -573202.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -573209.187500 Penalty: 2736.076904
	Iteration 27Q: 3 clusters Score -573209.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -573219.375000 Penalty: 2736.076904
	Iteration 28Q: 3 clusters Score -573219.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -573236.125000 Penalty: 2736.076904
	Iteration 29Q: 3 clusters Score -573236.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -573245.250000 Penalty: 2736.076904
	Iteration 30Q: 3 clusters Score -573245.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -573252.750000 Penalty: 2736.076904
	Iteration 31Q: 3 clusters Score -573252.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -573257.437500 Penalty: 2736.076904
	Iteration 32Q: 3 clusters Score -573257.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -573265.187500 Penalty: 2736.076904
	Iteration 33Q: 3 clusters Score -573265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -573268.375000 Penalty: 2736.076904
	Iteration 34Q: 3 clusters Score -573268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -573268.125000 Penalty: 2736.076904
	Iteration 35Q: 3 clusters Score -573268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -573270.062500 Penalty: 2736.076904
	Iteration 36Q: 3 clusters Score -573270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -573271.250000 Penalty: 2736.076904
	Iteration 37Q: 3 clusters Score -573271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -573270.562500 Penalty: 2736.076904
	Iteration 38Q: 3 clusters Score -573270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -573270.562500 Penalty: 2736.076904
	Iteration 39F: 3 clusters Score -573270.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -319279.187500 Penalty: 1270.298706
	Iteration 0F: 2 clusters Score -319279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -316894.500000 Penalty: 2540.597412
	Iteration 0F: 3 clusters Score -316894.5 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -317405.125000 Penalty: 2540.597412
	Iteration 1F: 3 clusters Score -317405.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -317496.000000 Penalty: 2540.597412
	Iteration 2F: 3 clusters Score -317496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -317550.812500 Penalty: 2540.597412
	Iteration 3Q: 3 clusters Score -317550.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -317589.187500 Penalty: 2540.597412
	Iteration 4Q: 3 clusters Score -317589.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -317624.125000 Penalty: 2540.597412
	Iteration 5Q: 3 clusters Score -317624.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -317645.968750 Penalty: 2540.597412
	Iteration 6Q: 3 clusters Score -317646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -317669.750000 Penalty: 2540.597412
	Iteration 7Q: 3 clusters Score -317669.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -317684.968750 Penalty: 2540.597412
	Iteration 8Q: 3 clusters Score -317685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -317698.000000 Penalty: 2540.597412
	Iteration 9Q: 3 clusters Score -317698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -317710.968750 Penalty: 2540.597412
	Iteration 10Q: 3 clusters Score -317711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -317720.468750 Penalty: 2540.597412
	Iteration 11Q: 3 clusters Score -317720.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -317729.781250 Penalty: 2540.597412
	Iteration 12Q: 3 clusters Score -317729.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -317737.875000 Penalty: 2540.597412
	Iteration 13Q: 3 clusters Score -317737.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -317743.500000 Penalty: 2540.597412
	Iteration 14Q: 3 clusters Score -317743.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -317748.937500 Penalty: 2540.597412
	Iteration 15Q: 3 clusters Score -317748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -317752.062500 Penalty: 2540.597412
	Iteration 16Q: 3 clusters Score -317752.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -317756.625000 Penalty: 2540.597412
	Iteration 17Q: 3 clusters Score -317756.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -317762.406250 Penalty: 2540.597412
	Iteration 18Q: 3 clusters Score -317762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -317765.062500 Penalty: 2540.597412
	Iteration 19Q: 3 clusters Score -317765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -317769.312500 Penalty: 2540.597412
	Iteration 20F: 3 clusters Score -317769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -317770.718750 Penalty: 2540.597412
	Iteration 21Q: 3 clusters Score -317770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -317771.187500 Penalty: 2540.597412
	Iteration 22Q: 3 clusters Score -317771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -317772.000000 Penalty: 2540.597412
	Iteration 23Q: 3 clusters Score -317772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -317773.187500 Penalty: 2540.597412
	Iteration 24Q: 3 clusters Score -317773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -317775.093750 Penalty: 2540.597412
	Iteration 25Q: 3 clusters Score -317775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -317776.906250 Penalty: 2540.597412
	Iteration 26Q: 3 clusters Score -317776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -317778.718750 Penalty: 2540.597412
	Iteration 27Q: 3 clusters Score -317778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -317779.250000 Penalty: 2540.597412
	Iteration 28Q: 3 clusters Score -317779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -317780.312500 Penalty: 2540.597412
	Iteration 29Q: 3 clusters Score -317780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -317781.562500 Penalty: 2540.597412
	Iteration 30Q: 3 clusters Score -317781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -317782.312500 Penalty: 2540.597412
	Iteration 31Q: 3 clusters Score -317782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -317782.312500 Penalty: 2540.597412
	Iteration 32F: 3 clusters Score -317782.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Entering Unmasked Estep 
Score: -9318112.000000 Penalty: 1821.522827
	Iteration 0F: 2 clusters Score -9318112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -9269161.000000 Penalty: 3643.045654
	Iteration 0F: 3 clusters Score -9269161 nChanged 35046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -9288940.000000 Penalty: 3643.045654
	Iteration 1F: 3 clusters Score -9288940 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -9289542.000000 Penalty: 3643.045654
	Iteration 2Q: 3 clusters Score -9289542 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -9290318.000000 Penalty: 3643.045654
	Iteration 3Q: 3 clusters Score -9290318 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -9291374.000000 Penalty: 3643.045654
	Iteration 4Q: 3 clusters Score -9291374 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -9293118.000000 Penalty: 3643.045654
	Iteration 5Q: 3 clusters Score -9293118 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -9295882.000000 Penalty: 3643.045654
	Iteration 6F: 3 clusters Score -9295882 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -9300129.000000 Penalty: 3643.045654
	Iteration 7F: 3 clusters Score -9300129 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -9305065.000000 Penalty: 3643.045654
	Iteration 8F: 3 clusters Score -9305065 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -9309245.000000 Penalty: 3643.045654
	Iteration 9F: 3 clusters Score -9309245 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -9311821.000000 Penalty: 3643.045654
	Iteration 10Q: 3 clusters Score -9311821 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -9313318.000000 Penalty: 3643.045654
	Iteration 11Q: 3 clusters Score -9313318 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -9314265.000000 Penalty: 3643.045654
	Iteration 12Q: 3 clusters Score -9314265 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -9314964.000000 Penalty: 3643.045654
	Iteration 13Q: 3 clusters Score -9314964 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -9315530.000000 Penalty: 3643.045654
	Iteration 14Q: 3 clusters Score -9315530 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -9315803.000000 Penalty: 3643.045654
	Iteration 15Q: 3 clusters Score -9315803 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -9316018.000000 Penalty: 3643.045654
	Iteration 16Q: 3 clusters Score -9316018 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -9316153.000000 Penalty: 3643.045654
	Iteration 17Q: 3 clusters Score -9316153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -9316228.000000 Penalty: 3643.045654
	Iteration 18Q: 3 clusters Score -9316228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -9316300.000000 Penalty: 3643.045654
	Iteration 19Q: 3 clusters Score -9316300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -9316347.000000 Penalty: 3643.045654
	Iteration 20F: 3 clusters Score -9316347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -9316407.000000 Penalty: 3643.045654
	Iteration 21Q: 3 clusters Score -9316407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -9316425.000000 Penalty: 3643.045654
	Iteration 22Q: 3 clusters Score -9316425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -9316456.000000 Penalty: 3643.045654
	Iteration 23Q: 3 clusters Score -9316456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -9316489.000000 Penalty: 3643.045654
	Iteration 24Q: 3 clusters Score -9316489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -9316514.000000 Penalty: 3643.045654
	Iteration 25Q: 3 clusters Score -9316514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -9316526.000000 Penalty: 3643.045654
	Iteration 26Q: 3 clusters Score -9316526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -9316547.000000 Penalty: 3643.045654
	Iteration 27Q: 3 clusters Score -9316547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -9316561.000000 Penalty: 3643.045654
	Iteration 28Q: 3 clusters Score -9316561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -9316566.000000 Penalty: 3643.045654
	Iteration 29Q: 3 clusters Score -9316566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -9316560.000000 Penalty: 3643.045654
	Iteration 30Q: 3 clusters Score -9316560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -9316564.000000 Penalty: 3643.045654
	Iteration 31Q: 3 clusters Score -9316564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -9316578.000000 Penalty: 3643.045654
	Iteration 32Q: 3 clusters Score -9316578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -9316581.000000 Penalty: 3643.045654
	Iteration 33Q: 3 clusters Score -9316581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -9316595.000000 Penalty: 3643.045654
	Iteration 34Q: 3 clusters Score -9316595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -9316593.000000 Penalty: 3643.045654
	Iteration 35Q: 3 clusters Score -9316593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -9316594.000000 Penalty: 3643.045654
	Iteration 36Q: 3 clusters Score -9316594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -9316605.000000 Penalty: 3643.045654
	Iteration 37Q: 3 clusters Score -9316605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -9316598.000000 Penalty: 3643.045654
	Iteration 38Q: 3 clusters Score -9316598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -9316607.000000 Penalty: 3643.045654
	Iteration 39Q: 3 clusters Score -9316607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -9316607.000000 Penalty: 3643.045654
	Iteration 40F: 3 clusters Score -9316607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Entering Unmasked Estep 
Score: -1443279.125000 Penalty: 1516.209595
	Iteration 0F: 2 clusters Score -1443279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1435231.750000 Penalty: 3032.419189
	Iteration 0F: 3 clusters Score -1435232 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1437892.250000 Penalty: 3032.419189
	Iteration 1F: 3 clusters Score -1437892 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1438093.875000 Penalty: 3032.419189
	Iteration 2F: 3 clusters Score -1438094 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1438240.125000 Penalty: 3032.419189
	Iteration 3Q: 3 clusters Score -1438240 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1438374.875000 Penalty: 3032.419189
	Iteration 4Q: 3 clusters Score -1438375 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1438480.250000 Penalty: 3032.419189
	Iteration 5Q: 3 clusters Score -1438480 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1438591.625000 Penalty: 3032.419189
	Iteration 6Q: 3 clusters Score -1438592 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1438734.875000 Penalty: 3032.419189
	Iteration 7Q: 3 clusters Score -1438735 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1438920.250000 Penalty: 3032.419189
	Iteration 8Q: 3 clusters Score -1438920 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1439149.250000 Penalty: 3032.419189
	Iteration 9Q: 3 clusters Score -1439149 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1439464.500000 Penalty: 3032.419189
	Iteration 10Q: 3 clusters Score -1439464 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1439894.125000 Penalty: 3032.419189
	Iteration 11F: 3 clusters Score -1439894 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1440323.875000 Penalty: 3032.419189
	Iteration 12Q: 3 clusters Score -1440324 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1440728.625000 Penalty: 3032.419189
	Iteration 13Q: 3 clusters Score -1440729 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1441088.000000 Penalty: 3032.419189
	Iteration 14Q: 3 clusters Score -1441088 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1441339.750000 Penalty: 3032.419189
	Iteration 15Q: 3 clusters Score -1441340 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1441503.000000 Penalty: 3032.419189
	Iteration 16Q: 3 clusters Score -1441503 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1441623.625000 Penalty: 3032.419189
	Iteration 17Q: 3 clusters Score -1441624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1441700.375000 Penalty: 3032.419189
	Iteration 18Q: 3 clusters Score -1441700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1441753.125000 Penalty: 3032.419189
	Iteration 19Q: 3 clusters Score -1441753 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1441790.625000 Penalty: 3032.419189
	Iteration 20F: 3 clusters Score -1441791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1441825.500000 Penalty: 3032.419189
	Iteration 21Q: 3 clusters Score -1441826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1441859.500000 Penalty: 3032.419189
	Iteration 22Q: 3 clusters Score -1441860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1441886.625000 Penalty: 3032.419189
	Iteration 23Q: 3 clusters Score -1441887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1441915.000000 Penalty: 3032.419189
	Iteration 24Q: 3 clusters Score -1441915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1441940.125000 Penalty: 3032.419189
	Iteration 25Q: 3 clusters Score -1441940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1441956.875000 Penalty: 3032.419189
	Iteration 26Q: 3 clusters Score -1441957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1441974.000000 Penalty: 3032.419189
	Iteration 27Q: 3 clusters Score -1441974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1441987.000000 Penalty: 3032.419189
	Iteration 28Q: 3 clusters Score -1441987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1441996.000000 Penalty: 3032.419189
	Iteration 29Q: 3 clusters Score -1441996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1442000.000000 Penalty: 3032.419189
	Iteration 30Q: 3 clusters Score -1442000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1442005.250000 Penalty: 3032.419189
	Iteration 31Q: 3 clusters Score -1442005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1442005.750000 Penalty: 3032.419189
	Iteration 32Q: 3 clusters Score -1442006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1442005.625000 Penalty: 3032.419189
	Iteration 33Q: 3 clusters Score -1442006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1442007.875000 Penalty: 3032.419189
	Iteration 34Q: 3 clusters Score -1442008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1442007.875000 Penalty: 3032.419189
	Iteration 35F: 3 clusters Score -1442008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Entering Unmasked Estep 
Score: -1652512.875000 Penalty: 1537.542480
	Iteration 0F: 2 clusters Score -1652513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1643457.250000 Penalty: 3075.084961
	Iteration 0F: 3 clusters Score -1643457 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1646498.875000 Penalty: 3075.084961
	Iteration 1F: 3 clusters Score -1646499 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1646816.500000 Penalty: 3075.084961
	Iteration 2F: 3 clusters Score -1646816 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1647088.500000 Penalty: 3075.084961
	Iteration 3Q: 3 clusters Score -1647088 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1647330.875000 Penalty: 3075.084961
	Iteration 4Q: 3 clusters Score -1647331 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1647586.500000 Penalty: 3075.084961
	Iteration 5Q: 3 clusters Score -1647586 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1647827.875000 Penalty: 3075.084961
	Iteration 6Q: 3 clusters Score -1647828 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1648131.250000 Penalty: 3075.084961
	Iteration 7Q: 3 clusters Score -1648131 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1648497.375000 Penalty: 3075.084961
	Iteration 8Q: 3 clusters Score -1648497 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1648899.750000 Penalty: 3075.084961
	Iteration 9Q: 3 clusters Score -1648900 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1649280.000000 Penalty: 3075.084961
	Iteration 10Q: 3 clusters Score -1649280 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1649619.000000 Penalty: 3075.084961
	Iteration 11Q: 3 clusters Score -1649619 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1649930.750000 Penalty: 3075.084961
	Iteration 12Q: 3 clusters Score -1649931 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1650207.625000 Penalty: 3075.084961
	Iteration 13Q: 3 clusters Score -1650208 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1650420.750000 Penalty: 3075.084961
	Iteration 14Q: 3 clusters Score -1650421 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1650573.125000 Penalty: 3075.084961
	Iteration 15Q: 3 clusters Score -1650573 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1650692.750000 Penalty: 3075.084961
	Iteration 16Q: 3 clusters Score -1650693 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1650788.125000 Penalty: 3075.084961
	Iteration 17Q: 3 clusters Score -1650788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1650858.750000 Penalty: 3075.084961
	Iteration 18Q: 3 clusters Score -1650859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1650918.750000 Penalty: 3075.084961
	Iteration 19Q: 3 clusters Score -1650919 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1650979.375000 Penalty: 3075.084961
	Iteration 20F: 3 clusters Score -1650979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1651019.750000 Penalty: 3075.084961
	Iteration 21Q: 3 clusters Score -1651020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1651045.750000 Penalty: 3075.084961
	Iteration 22Q: 3 clusters Score -1651046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1651072.625000 Penalty: 3075.084961
	Iteration 23Q: 3 clusters Score -1651073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1651089.875000 Penalty: 3075.084961
	Iteration 24Q: 3 clusters Score -1651090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1651103.625000 Penalty: 3075.084961
	Iteration 25Q: 3 clusters Score -1651104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1651119.250000 Penalty: 3075.084961
	Iteration 26Q: 3 clusters Score -1651119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1651132.500000 Penalty: 3075.084961
	Iteration 27Q: 3 clusters Score -1651132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1651145.250000 Penalty: 3075.084961
	Iteration 28Q: 3 clusters Score -1651145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1651153.375000 Penalty: 3075.084961
	Iteration 29Q: 3 clusters Score -1651153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1651156.875000 Penalty: 3075.084961
	Iteration 30Q: 3 clusters Score -1651157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1651164.125000 Penalty: 3075.084961
	Iteration 31Q: 3 clusters Score -1651164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1651165.500000 Penalty: 3075.084961
	Iteration 32Q: 3 clusters Score -1651166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1651171.500000 Penalty: 3075.084961
	Iteration 33Q: 3 clusters Score -1651172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1651176.625000 Penalty: 3075.084961
	Iteration 34Q: 3 clusters Score -1651177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1651180.375000 Penalty: 3075.084961
	Iteration 35Q: 3 clusters Score -1651180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1651186.625000 Penalty: 3075.084961
	Iteration 36Q: 3 clusters Score -1651187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1651190.375000 Penalty: 3075.084961
	Iteration 37Q: 3 clusters Score -1651190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1651196.000000 Penalty: 3075.084961
	Iteration 38Q: 3 clusters Score -1651196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1651197.250000 Penalty: 3075.084961
	Iteration 39Q: 3 clusters Score -1651197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1651200.875000 Penalty: 3075.084961
	Iteration 40F: 3 clusters Score -1651201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1651201.500000 Penalty: 3075.084961
	Iteration 41Q: 3 clusters Score -1651202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1651202.250000 Penalty: 3075.084961
	Iteration 42Q: 3 clusters Score -1651202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1651202.625000 Penalty: 3075.084961
	Iteration 43Q: 3 clusters Score -1651203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1651204.000000 Penalty: 3075.084961
	Iteration 44Q: 3 clusters Score -1651204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1651204.000000 Penalty: 3075.084961
	Iteration 45F: 3 clusters Score -1651204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -7033.906738 Penalty: 680.818909
	Iteration 0F: 2 clusters Score -7033.907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6693.758789 Penalty: 1361.637817
	Iteration 0F: 3 clusters Score -6693.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6718.291992 Penalty: 1361.637817
	Iteration 1Q: 3 clusters Score -6718.292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6718.291992 Penalty: 1361.637817
	Iteration 2F: 3 clusters Score -6718.292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -10121.780273 Penalty: 785.895813
	Iteration 0F: 2 clusters Score -10121.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9645.281250 Penalty: 1571.791626
	Iteration 0F: 3 clusters Score -9645.281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9711.329102 Penalty: 1571.791626
	Iteration 1F: 3 clusters Score -9711.329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9715.341797 Penalty: 1571.791626
	Iteration 2Q: 3 clusters Score -9715.342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9717.987305 Penalty: 1571.791626
	Iteration 3Q: 3 clusters Score -9717.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9717.987305 Penalty: 1571.791626
	Iteration 4F: 3 clusters Score -9717.987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -1050523.750000 Penalty: 1464.788330
	Iteration 0F: 2 clusters Score -1050524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1044576.937500 Penalty: 2929.576660
	Iteration 0F: 3 clusters Score -1044577 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1046382.625000 Penalty: 2929.576660
	Iteration 1F: 3 clusters Score -1046383 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1046583.500000 Penalty: 2929.576660
	Iteration 2F: 3 clusters Score -1046584 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1046785.187500 Penalty: 2929.576660
	Iteration 3F: 3 clusters Score -1046785 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1046984.875000 Penalty: 2929.576660
	Iteration 4Q: 3 clusters Score -1046985 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1047193.375000 Penalty: 2929.576660
	Iteration 5Q: 3 clusters Score -1047193 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1047464.812500 Penalty: 2929.576660
	Iteration 6Q: 3 clusters Score -1047465 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1047799.437500 Penalty: 2929.576660
	Iteration 7F: 3 clusters Score -1047799 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1048143.437500 Penalty: 2929.576660
	Iteration 8F: 3 clusters Score -1048143 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1048444.812500 Penalty: 2929.576660
	Iteration 9Q: 3 clusters Score -1048445 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1048613.500000 Penalty: 2929.576660
	Iteration 10Q: 3 clusters Score -1048614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1048691.875000 Penalty: 2929.576660
	Iteration 11Q: 3 clusters Score -1048692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1048741.875000 Penalty: 2929.576660
	Iteration 12Q: 3 clusters Score -1048742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1048764.750000 Penalty: 2929.576660
	Iteration 13Q: 3 clusters Score -1048765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1048776.000000 Penalty: 2929.576660
	Iteration 14Q: 3 clusters Score -1048776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1048779.875000 Penalty: 2929.576660
	Iteration 15Q: 3 clusters Score -1048780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1048792.250000 Penalty: 2929.576660
	Iteration 16Q: 3 clusters Score -1048792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1048797.625000 Penalty: 2929.576660
	Iteration 17Q: 3 clusters Score -1048798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1048803.625000 Penalty: 2929.576660
	Iteration 18Q: 3 clusters Score -1048804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1048811.375000 Penalty: 2929.576660
	Iteration 19Q: 3 clusters Score -1048811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1048817.875000 Penalty: 2929.576660
	Iteration 20F: 3 clusters Score -1048818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1048827.875000 Penalty: 2929.576660
	Iteration 21Q: 3 clusters Score -1048828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1048838.000000 Penalty: 2929.576660
	Iteration 22Q: 3 clusters Score -1048838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1048848.625000 Penalty: 2929.576660
	Iteration 23Q: 3 clusters Score -1048849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1048860.625000 Penalty: 2929.576660
	Iteration 24Q: 3 clusters Score -1048861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1048868.750000 Penalty: 2929.576660
	Iteration 25Q: 3 clusters Score -1048869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1048881.750000 Penalty: 2929.576660
	Iteration 26Q: 3 clusters Score -1048882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1048889.500000 Penalty: 2929.576660
	Iteration 27Q: 3 clusters Score -1048890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1048901.625000 Penalty: 2929.576660
	Iteration 28Q: 3 clusters Score -1048902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1048910.625000 Penalty: 2929.576660
	Iteration 29Q: 3 clusters Score -1048911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1048916.375000 Penalty: 2929.576660
	Iteration 30Q: 3 clusters Score -1048916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1048920.750000 Penalty: 2929.576660
	Iteration 31Q: 3 clusters Score -1048921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1048924.750000 Penalty: 2929.576660
	Iteration 32Q: 3 clusters Score -1048925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1048934.625000 Penalty: 2929.576660
	Iteration 33Q: 3 clusters Score -1048935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1048940.125000 Penalty: 2929.576660
	Iteration 34Q: 3 clusters Score -1048940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1048943.125000 Penalty: 2929.576660
	Iteration 35Q: 3 clusters Score -1048943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1048946.875000 Penalty: 2929.576660
	Iteration 36Q: 3 clusters Score -1048947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1048953.500000 Penalty: 2929.576660
	Iteration 37Q: 3 clusters Score -1048954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1048958.000000 Penalty: 2929.576660
	Iteration 38Q: 3 clusters Score -1048958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1048962.250000 Penalty: 2929.576660
	Iteration 39Q: 3 clusters Score -1048962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1048974.500000 Penalty: 2929.576660
	Iteration 40F: 3 clusters Score -1048974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1048980.750000 Penalty: 2929.576660
	Iteration 41Q: 3 clusters Score -1048981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1048988.750000 Penalty: 2929.576660
	Iteration 42Q: 3 clusters Score -1048989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1048994.000000 Penalty: 2929.576660
	Iteration 43Q: 3 clusters Score -1048994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1048996.125000 Penalty: 2929.576660
	Iteration 44Q: 3 clusters Score -1048996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1049000.375000 Penalty: 2929.576660
	Iteration 45Q: 3 clusters Score -1049000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1049009.125000 Penalty: 2929.576660
	Iteration 46Q: 3 clusters Score -1049009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1049014.500000 Penalty: 2929.576660
	Iteration 47Q: 3 clusters Score -1049014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1049019.625000 Penalty: 2929.576660
	Iteration 48Q: 3 clusters Score -1049020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1049022.875000 Penalty: 2929.576660
	Iteration 49Q: 3 clusters Score -1049023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1049027.375000 Penalty: 2929.576660
	Iteration 50Q: 3 clusters Score -1049027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1049035.875000 Penalty: 2929.576660
	Iteration 51Q: 3 clusters Score -1049036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1049045.000000 Penalty: 2929.576660
	Iteration 52Q: 3 clusters Score -1049045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1049053.250000 Penalty: 2929.576660
	Iteration 53Q: 3 clusters Score -1049053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1049056.625000 Penalty: 2929.576660
	Iteration 54Q: 3 clusters Score -1049057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1049062.000000 Penalty: 2929.576660
	Iteration 55Q: 3 clusters Score -1049062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1049064.250000 Penalty: 2929.576660
	Iteration 56Q: 3 clusters Score -1049064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1049068.875000 Penalty: 2929.576660
	Iteration 57Q: 3 clusters Score -1049069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1049071.125000 Penalty: 2929.576660
	Iteration 58Q: 3 clusters Score -1049071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1049075.500000 Penalty: 2929.576660
	Iteration 59Q: 3 clusters Score -1049076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1049078.250000 Penalty: 2929.576660
	Iteration 60F: 3 clusters Score -1049078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1049079.750000 Penalty: 2929.576660
	Iteration 61Q: 3 clusters Score -1049080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1049080.250000 Penalty: 2929.576660
	Iteration 62Q: 3 clusters Score -1049080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1049083.125000 Penalty: 2929.576660
	Iteration 63Q: 3 clusters Score -1049083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1049086.500000 Penalty: 2929.576660
	Iteration 64Q: 3 clusters Score -1049086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1049089.000000 Penalty: 2929.576660
	Iteration 65Q: 3 clusters Score -1049089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1049090.625000 Penalty: 2929.576660
	Iteration 66Q: 3 clusters Score -1049091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1049092.125000 Penalty: 2929.576660
	Iteration 67Q: 3 clusters Score -1049092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1049093.500000 Penalty: 2929.576660
	Iteration 68Q: 3 clusters Score -1049094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1049099.125000 Penalty: 2929.576660
	Iteration 69Q: 3 clusters Score -1049099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1049100.500000 Penalty: 2929.576660
	Iteration 70Q: 3 clusters Score -1049100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1049103.625000 Penalty: 2929.576660
	Iteration 71Q: 3 clusters Score -1049104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1049105.625000 Penalty: 2929.576660
	Iteration 72Q: 3 clusters Score -1049106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1049106.375000 Penalty: 2929.576660
	Iteration 73Q: 3 clusters Score -1049106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1049109.125000 Penalty: 2929.576660
	Iteration 74Q: 3 clusters Score -1049109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1049110.625000 Penalty: 2929.576660
	Iteration 75Q: 3 clusters Score -1049111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1049112.375000 Penalty: 2929.576660
	Iteration 76Q: 3 clusters Score -1049112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1049115.750000 Penalty: 2929.576660
	Iteration 77Q: 3 clusters Score -1049116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1049114.875000 Penalty: 2929.576660
	Iteration 78Q: 3 clusters Score -1049115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1049117.125000 Penalty: 2929.576660
	Iteration 79Q: 3 clusters Score -1049117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1049116.500000 Penalty: 2929.576660
	Iteration 80F: 3 clusters Score -1049116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1049118.000000 Penalty: 2929.576660
	Iteration 81Q: 3 clusters Score -1049118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1049121.500000 Penalty: 2929.576660
	Iteration 82Q: 3 clusters Score -1049122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1049121.375000 Penalty: 2929.576660
	Iteration 83Q: 3 clusters Score -1049121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1049123.875000 Penalty: 2929.576660
	Iteration 84Q: 3 clusters Score -1049124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1049126.625000 Penalty: 2929.576660
	Iteration 85Q: 3 clusters Score -1049127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1049131.000000 Penalty: 2929.576660
	Iteration 86Q: 3 clusters Score -1049131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1049132.875000 Penalty: 2929.576660
	Iteration 87Q: 3 clusters Score -1049133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1049134.500000 Penalty: 2929.576660
	Iteration 88Q: 3 clusters Score -1049134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1049137.000000 Penalty: 2929.576660
	Iteration 89Q: 3 clusters Score -1049137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1049137.375000 Penalty: 2929.576660
	Iteration 90Q: 3 clusters Score -1049137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1049143.625000 Penalty: 2929.576660
	Iteration 91Q: 3 clusters Score -1049144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1049145.000000 Penalty: 2929.576660
	Iteration 92Q: 3 clusters Score -1049145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1049147.750000 Penalty: 2929.576660
	Iteration 93Q: 3 clusters Score -1049148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1049147.500000 Penalty: 2929.576660
	Iteration 94Q: 3 clusters Score -1049148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1049147.375000 Penalty: 2929.576660
	Iteration 95Q: 3 clusters Score -1049147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1049148.250000 Penalty: 2929.576660
	Iteration 96Q: 3 clusters Score -1049148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1049148.125000 Penalty: 2929.576660
	Iteration 97Q: 3 clusters Score -1049148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1049150.375000 Penalty: 2929.576660
	Iteration 98Q: 3 clusters Score -1049150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1049150.750000 Penalty: 2929.576660
	Iteration 99Q: 3 clusters Score -1049151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1049152.500000 Penalty: 2929.576660
	Iteration 100F: 3 clusters Score -1049152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1049152.750000 Penalty: 2929.576660
	Iteration 101Q: 3 clusters Score -1049153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1049153.750000 Penalty: 2929.576660
	Iteration 102Q: 3 clusters Score -1049154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1049153.750000 Penalty: 2929.576660
	Iteration 103F: 3 clusters Score -1049154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -197570.781250 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -197570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -195738.578125 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -195738.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -196117.593750 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -196117.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -196211.515625 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -196211.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196260.796875 Penalty: 2389.959717
	Iteration 3Q: 3 clusters Score -196260.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196283.515625 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -196283.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196299.765625 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -196299.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196311.093750 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -196311.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -196318.328125 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -196318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -196322.828125 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -196322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196326.531250 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -196326.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196329.843750 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -196329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196332.515625 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -196332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196335.625000 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -196335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196336.828125 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -196336.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196336.890625 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -196336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196336.890625 Penalty: 2389.959717
	Iteration 15F: 3 clusters Score -196336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -50083.910156 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -50083.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49081.929688 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -49081.93 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49273.535156 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -49273.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49348.382812 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -49348.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49426.347656 Penalty: 1983.331543
	Iteration 3F: 3 clusters Score -49426.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49483.363281 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -49483.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49502.511719 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -49502.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49530.273438 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -49530.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49538.023438 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -49538.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49547.472656 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -49547.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49549.421875 Penalty: 1983.331543
	Iteration 9Q: 3 clusters Score -49549.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49549.984375 Penalty: 1983.331543
	Iteration 10Q: 3 clusters Score -49549.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49549.984375 Penalty: 1983.331543
	Iteration 11F: 3 clusters Score -49549.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Entering Unmasked Estep 
Score: -613530.875000 Penalty: 1386.687378
	Iteration 0F: 2 clusters Score -613530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -609506.250000 Penalty: 2773.374756
	Iteration 0F: 3 clusters Score -609506.2 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -610584.437500 Penalty: 2773.374756
	Iteration 1F: 3 clusters Score -610584.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -610764.500000 Penalty: 2773.374756
	Iteration 2F: 3 clusters Score -610764.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -610904.125000 Penalty: 2773.374756
	Iteration 3F: 3 clusters Score -610904.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -611010.500000 Penalty: 2773.374756
	Iteration 4Q: 3 clusters Score -611010.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -611108.812500 Penalty: 2773.374756
	Iteration 5Q: 3 clusters Score -611108.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -611182.750000 Penalty: 2773.374756
	Iteration 6Q: 3 clusters Score -611182.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -611253.750000 Penalty: 2773.374756
	Iteration 7Q: 3 clusters Score -611253.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -611322.687500 Penalty: 2773.374756
	Iteration 8Q: 3 clusters Score -611322.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -611421.250000 Penalty: 2773.374756
	Iteration 9Q: 3 clusters Score -611421.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -611536.937500 Penalty: 2773.374756
	Iteration 10Q: 3 clusters Score -611536.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -611674.687500 Penalty: 2773.374756
	Iteration 11Q: 3 clusters Score -611674.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -611842.187500 Penalty: 2773.374756
	Iteration 12Q: 3 clusters Score -611842.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -612013.687500 Penalty: 2773.374756
	Iteration 13Q: 3 clusters Score -612013.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -612173.500000 Penalty: 2773.374756
	Iteration 14Q: 3 clusters Score -612173.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -612298.750000 Penalty: 2773.374756
	Iteration 15Q: 3 clusters Score -612298.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -612385.562500 Penalty: 2773.374756
	Iteration 16Q: 3 clusters Score -612385.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -612445.625000 Penalty: 2773.374756
	Iteration 17Q: 3 clusters Score -612445.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -612495.375000 Penalty: 2773.374756
	Iteration 18Q: 3 clusters Score -612495.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -612526.375000 Penalty: 2773.374756
	Iteration 19Q: 3 clusters Score -612526.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -612551.312500 Penalty: 2773.374756
	Iteration 20F: 3 clusters Score -612551.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -612567.000000 Penalty: 2773.374756
	Iteration 21Q: 3 clusters Score -612567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -612577.187500 Penalty: 2773.374756
	Iteration 22Q: 3 clusters Score -612577.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -612584.750000 Penalty: 2773.374756
	Iteration 23Q: 3 clusters Score -612584.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -612588.812500 Penalty: 2773.374756
	Iteration 24Q: 3 clusters Score -612588.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -612594.687500 Penalty: 2773.374756
	Iteration 25Q: 3 clusters Score -612594.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -612596.312500 Penalty: 2773.374756
	Iteration 26Q: 3 clusters Score -612596.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -612600.000000 Penalty: 2773.374756
	Iteration 27Q: 3 clusters Score -612600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -612602.500000 Penalty: 2773.374756
	Iteration 28Q: 3 clusters Score -612602.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -612605.437500 Penalty: 2773.374756
	Iteration 29Q: 3 clusters Score -612605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -612605.812500 Penalty: 2773.374756
	Iteration 30Q: 3 clusters Score -612605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -612607.062500 Penalty: 2773.374756
	Iteration 31Q: 3 clusters Score -612607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -612607.250000 Penalty: 2773.374756
	Iteration 32Q: 3 clusters Score -612607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -612607.687500 Penalty: 2773.374756
	Iteration 33Q: 3 clusters Score -612607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -612607.687500 Penalty: 2773.374756
	Iteration 34F: 3 clusters Score -612607.7 nChanged 0
--- Evaluating fit on full set of 1577819 points ---
Entering Unmasked Estep 
Score: -198067728.000000 Penalty: 44063.421875
21->20 Clusters: Score -198067728.000000, best is -198131216.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 525939 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 24925 members 
Mstep: Class 3 contains 25180 members 
Mstep: Class 4 contains 25212 members 
Mstep: Class 5 contains 25191 members 
Mstep: Class 6 contains 25055 members 
Mstep: Class 7 contains 24831 members 
Mstep: Class 8 contains 25270 members 
Mstep: Class 9 contains 25320 members 
Mstep: Class 10 contains 25089 members 
Mstep: Class 11 contains 25017 members 
Mstep: Class 12 contains 25100 members 
Mstep: Class 13 contains 24970 members 
Mstep: Class 14 contains 25101 members 
Mstep: Class 15 contains 25009 members 
Mstep: Class 16 contains 25029 members 
Mstep: Class 17 contains 24782 members 
Mstep: Class 18 contains 24911 members 
Mstep: Class 19 contains 24932 members 
Mstep: Class 20 contains 24815 members 
Mstep: Class 21 contains 25358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1616.001709 but Gain 2140.605469
Score: -64092692.000000 Penalty: 42812.054688
Iteration 0F: 21 clusters Score -6.409269e+07 nChanged 499480
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 22624 members 
Mstep: Class 3 contains 45287 members 
Mstep: Class 4 contains 3203 members 
Mstep: Class 5 contains 136016 members 
Mstep: Class 6 contains 19419 members 
Mstep: Class 8 contains 7639 members 
Mstep: Class 9 contains 65586 members 
Mstep: Class 10 contains 12176 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 17573 members 
Mstep: Class 13 contains 11886 members 
Mstep: Class 14 contains 24480 members 
Mstep: Class 15 contains 25943 members 
Mstep: Class 16 contains 34881 members 
Mstep: Class 17 contains 19658 members 
Mstep: Class 18 contains 11256 members 
Mstep: Class 19 contains 17049 members 
Mstep: Class 20 contains 17512 members 
Mstep: Class 21 contains 23466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65072556.000000 Penalty: 42812.054688
Iteration 1F: 21 clusters Score -6.507256e+07 nChanged 158092
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 19817 members 
Mstep: Class 3 contains 43198 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 183713 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 72950 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 4944 members 
Mstep: Class 12 contains 14230 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 24059 members 
Mstep: Class 15 contains 19284 members 
Mstep: Class 16 contains 32095 members 
Mstep: Class 17 contains 15000 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 13421 members 
Mstep: Class 20 contains 13523 members 
Mstep: Class 21 contains 20299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65104544.000000 Penalty: 42812.054688
Iteration 2F: 21 clusters Score -6.510454e+07 nChanged 119186
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 18151 members 
Mstep: Class 3 contains 45537 members 
Mstep: Class 4 contains 1916 members 
Mstep: Class 5 contains 173451 members 
Mstep: Class 6 contains 15510 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 93485 members 
Mstep: Class 10 contains 6487 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 11316 members 
Mstep: Class 13 contains 5364 members 
Mstep: Class 14 contains 25262 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 16 contains 33105 members 
Mstep: Class 17 contains 13350 members 
Mstep: Class 18 contains 5499 members 
Mstep: Class 19 contains 11884 members 
Mstep: Class 20 contains 11667 members 
Mstep: Class 21 contains 25320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1427.196777 but Gain 2140.601562
Score: -65209028.000000 Penalty: 40671.453125
Iteration 3F: 20 clusters Score -6.520903e+07 nChanged 93103
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 15878 members 
Mstep: Class 3 contains 48243 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 160162 members 
Mstep: Class 6 contains 16525 members 
Mstep: Class 9 contains 115061 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 8115 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 26860 members 
Mstep: Class 15 contains 15105 members 
Mstep: Class 16 contains 32333 members 
Mstep: Class 17 contains 11221 members 
Mstep: Class 18 contains 4693 members 
Mstep: Class 19 contains 10982 members 
Mstep: Class 20 contains 10773 members 
Mstep: Class 21 contains 31707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1619.696777 but Gain 2140.601562
Score: -65295788.000000 Penalty: 38530.851562
Iteration 4F: 19 clusters Score -6.529579e+07 nChanged 83893
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 13525 members 
Mstep: Class 3 contains 50471 members 
Mstep: Class 5 contains 150420 members 
Mstep: Class 6 contains 17814 members 
Mstep: Class 9 contains 130761 members 
Mstep: Class 10 contains 4413 members 
Mstep: Class 11 contains 3426 members 
Mstep: Class 12 contains 5219 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 28984 members 
Mstep: Class 15 contains 13599 members 
Mstep: Class 16 contains 30797 members 
Mstep: Class 17 contains 8528 members 
Mstep: Class 18 contains 4014 members 
Mstep: Class 19 contains 9900 members 
Mstep: Class 20 contains 9659 members 
Mstep: Class 21 contains 37860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1303.687378 but Gain 2140.605469
Score: -65356596.000000 Penalty: 36390.246094
Iteration 5F: 18 clusters Score -6.53566e+07 nChanged 75204
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 54259 members 
Mstep: Class 5 contains 142550 members 
Mstep: Class 6 contains 19754 members 
Mstep: Class 9 contains 137643 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 3043 members 
Mstep: Class 14 contains 32641 members 
Mstep: Class 15 contains 13079 members 
Mstep: Class 16 contains 30333 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 8799 members 
Mstep: Class 20 contains 8358 members 
Mstep: Class 21 contains 43065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1893.646851 but Gain 2140.601562
Score: -65397552.000000 Penalty: 34249.644531
Iteration 6F: 17 clusters Score -6.539755e+07 nChanged 67769
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 10445 members 
Mstep: Class 3 contains 60746 members 
Mstep: Class 5 contains 133157 members 
Mstep: Class 6 contains 22233 members 
Mstep: Class 9 contains 137895 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 14 contains 36260 members 
Mstep: Class 15 contains 14027 members 
Mstep: Class 16 contains 31050 members 
Mstep: Class 17 contains 4862 members 
Mstep: Class 18 contains 2879 members 
Mstep: Class 19 contains 7800 members 
Mstep: Class 20 contains 7188 members 
Mstep: Class 21 contains 47490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65443004.000000 Penalty: 34249.644531
Iteration 7F: 17 clusters Score -6.5443e+07 nChanged 57720
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9387 members 
Mstep: Class 3 contains 68139 members 
Mstep: Class 5 contains 123424 members 
Mstep: Class 6 contains 24947 members 
Mstep: Class 9 contains 133223 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 14 contains 39156 members 
Mstep: Class 15 contains 16496 members 
Mstep: Class 16 contains 31648 members 
Mstep: Class 17 contains 3720 members 
Mstep: Class 18 contains 2459 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 6278 members 
Mstep: Class 21 contains 50851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65486636.000000 Penalty: 34249.644531
Iteration 8F: 17 clusters Score -6.548664e+07 nChanged 50286
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8605 members 
Mstep: Class 3 contains 75463 members 
Mstep: Class 5 contains 114223 members 
Mstep: Class 6 contains 28282 members 
Mstep: Class 9 contains 127637 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 14 contains 41422 members 
Mstep: Class 15 contains 19592 members 
Mstep: Class 16 contains 31645 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 6751 members 
Mstep: Class 20 contains 5635 members 
Mstep: Class 21 contains 53218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2043.198486 but Gain 2140.603516
Score: -65525168.000000 Penalty: 32109.041016
Iteration 9F: 16 clusters Score -6.552517e+07 nChanged 48072
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8176 members 
Mstep: Class 3 contains 82317 members 
Mstep: Class 5 contains 105099 members 
Mstep: Class 6 contains 33222 members 
Mstep: Class 9 contains 122190 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 14 contains 43608 members 
Mstep: Class 15 contains 22627 members 
Mstep: Class 16 contains 31375 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 6772 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 54841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1866.955933 but Gain 2140.601562
Score: -65562968.000000 Penalty: 29968.439453
Iteration 10F: 15 clusters Score -6.556297e+07 nChanged 44740
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8144 members 
Mstep: Class 3 contains 85460 members 
Mstep: Class 5 contains 96503 members 
Mstep: Class 6 contains 38879 members 
Mstep: Class 9 contains 117519 members 
Mstep: Class 11 contains 633 members 
Mstep: Class 14 contains 45890 members 
Mstep: Class 15 contains 25162 members 
Mstep: Class 16 contains 31923 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 19 contains 7180 members 
Mstep: Class 20 contains 4873 members 
Mstep: Class 21 contains 56060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1805.691162 but Gain 2140.603516
Score: -65597496.000000 Penalty: 27827.835938
Iteration 11F: 14 clusters Score -6.55975e+07 nChanged 40563
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 84080 members 
Mstep: Class 5 contains 89646 members 
Mstep: Class 6 contains 44687 members 
Mstep: Class 9 contains 113849 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 14 contains 47979 members 
Mstep: Class 15 contains 27119 members 
Mstep: Class 16 contains 34367 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 4372 members 
Mstep: Class 21 contains 56746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65627372.000000 Penalty: 27827.835938
Iteration 12F: 14 clusters Score -6.562737e+07 nChanged 34840
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9027 members 
Mstep: Class 3 contains 79841 members 
Mstep: Class 5 contains 82399 members 
Mstep: Class 6 contains 50089 members 
Mstep: Class 9 contains 111434 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 14 contains 49544 members 
Mstep: Class 15 contains 28821 members 
Mstep: Class 16 contains 37550 members 
Mstep: Class 19 contains 8755 members 
Mstep: Class 20 contains 3833 members 
Mstep: Class 21 contains 57788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65653700.000000 Penalty: 27827.835938
Iteration 13F: 14 clusters Score -6.56537e+07 nChanged 29585
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 9358 members 
Mstep: Class 3 contains 75258 members 
Mstep: Class 5 contains 76188 members 
Mstep: Class 6 contains 54615 members 
Mstep: Class 9 contains 109862 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 14 contains 50766 members 
Mstep: Class 15 contains 30214 members 
Mstep: Class 16 contains 40509 members 
Mstep: Class 19 contains 9695 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 59013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65674036.000000 Penalty: 27827.835938
Iteration 14F: 14 clusters Score -6.567404e+07 nChanged 24650
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 9358 members 
Mstep: Class 3 contains 70886 members 
Mstep: Class 5 contains 72211 members 
Mstep: Class 6 contains 58396 members 
Mstep: Class 9 contains 108173 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 14 contains 51638 members 
Mstep: Class 15 contains 31330 members 
Mstep: Class 16 contains 42806 members 
Mstep: Class 19 contains 10651 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 60231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65688104.000000 Penalty: 27827.835938
Iteration 15Q: 14 clusters Score -6.56881e+07 nChanged 21199
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 9056 members 
Mstep: Class 3 contains 67200 members 
Mstep: Class 5 contains 69934 members 
Mstep: Class 6 contains 61725 members 
Mstep: Class 9 contains 106693 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 14 contains 52128 members 
Mstep: Class 15 contains 32087 members 
Mstep: Class 16 contains 44275 members 
Mstep: Class 19 contains 11633 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 61082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65697980.000000 Penalty: 27827.835938
Iteration 16Q: 14 clusters Score -6.569798e+07 nChanged 18618
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8510 members 
Mstep: Class 3 contains 64000 members 
Mstep: Class 5 contains 68807 members 
Mstep: Class 6 contains 64607 members 
Mstep: Class 9 contains 105509 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 14 contains 52423 members 
Mstep: Class 15 contains 32515 members 
Mstep: Class 16 contains 45197 members 
Mstep: Class 19 contains 12560 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 21 contains 61774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65705248.000000 Penalty: 27827.835938
Iteration 17Q: 14 clusters Score -6.570525e+07 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7954 members 
Mstep: Class 3 contains 60477 members 
Mstep: Class 5 contains 68093 members 
Mstep: Class 6 contains 67315 members 
Mstep: Class 9 contains 104825 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 14 contains 52695 members 
Mstep: Class 15 contains 32880 members 
Mstep: Class 16 contains 45812 members 
Mstep: Class 19 contains 13418 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 62472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65710904.000000 Penalty: 27827.835938
Iteration 18Q: 14 clusters Score -6.57109e+07 nChanged 15878
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7400 members 
Mstep: Class 3 contains 56751 members 
Mstep: Class 5 contains 67741 members 
Mstep: Class 6 contains 69918 members 
Mstep: Class 9 contains 104560 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 14 contains 52956 members 
Mstep: Class 15 contains 33211 members 
Mstep: Class 16 contains 46118 members 
Mstep: Class 19 contains 14169 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 63147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2056.696289 but Gain 2140.601562
Score: -65716352.000000 Penalty: 25687.234375
Iteration 19Q: 13 clusters Score -6.571635e+07 nChanged 16595
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 52770 members 
Mstep: Class 5 contains 67883 members 
Mstep: Class 6 contains 72852 members 
Mstep: Class 9 contains 104353 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 14 contains 53310 members 
Mstep: Class 15 contains 33651 members 
Mstep: Class 16 contains 46480 members 
Mstep: Class 19 contains 15263 members 
Mstep: Class 21 contains 64154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65723204.000000 Penalty: 25687.234375
Iteration 20F: 13 clusters Score -6.57232e+07 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 48511 members 
Mstep: Class 5 contains 68415 members 
Mstep: Class 6 contains 75547 members 
Mstep: Class 9 contains 104136 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 14 contains 53698 members 
Mstep: Class 15 contains 34050 members 
Mstep: Class 16 contains 46300 members 
Mstep: Class 19 contains 15961 members 
Mstep: Class 21 contains 64591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65728788.000000 Penalty: 25687.234375
Iteration 21Q: 13 clusters Score -6.572879e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5492 members 
Mstep: Class 3 contains 44400 members 
Mstep: Class 5 contains 68814 members 
Mstep: Class 6 contains 78331 members 
Mstep: Class 9 contains 104014 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 14 contains 54199 members 
Mstep: Class 15 contains 34624 members 
Mstep: Class 16 contains 45811 members 
Mstep: Class 19 contains 16516 members 
Mstep: Class 21 contains 64891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65733552.000000 Penalty: 25687.234375
Iteration 22Q: 13 clusters Score -6.573355e+07 nChanged 13833
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 40386 members 
Mstep: Class 5 contains 69275 members 
Mstep: Class 6 contains 81193 members 
Mstep: Class 9 contains 103720 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 14 contains 54832 members 
Mstep: Class 15 contains 35441 members 
Mstep: Class 16 contains 45111 members 
Mstep: Class 19 contains 16951 members 
Mstep: Class 21 contains 65044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65738356.000000 Penalty: 25687.234375
Iteration 23Q: 13 clusters Score -6.573836e+07 nChanged 13220
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 36765 members 
Mstep: Class 5 contains 69694 members 
Mstep: Class 6 contains 84080 members 
Mstep: Class 9 contains 103061 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 14 contains 55557 members 
Mstep: Class 15 contains 36479 members 
Mstep: Class 16 contains 44255 members 
Mstep: Class 19 contains 17215 members 
Mstep: Class 21 contains 65139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65742804.000000 Penalty: 25687.234375
Iteration 24Q: 13 clusters Score -6.57428e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 33551 members 
Mstep: Class 5 contains 70067 members 
Mstep: Class 6 contains 86905 members 
Mstep: Class 9 contains 102220 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 14 contains 56276 members 
Mstep: Class 15 contains 37636 members 
Mstep: Class 16 contains 43346 members 
Mstep: Class 19 contains 17338 members 
Mstep: Class 21 contains 65120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65746344.000000 Penalty: 25687.234375
Iteration 25Q: 13 clusters Score -6.574634e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 30793 members 
Mstep: Class 5 contains 70430 members 
Mstep: Class 6 contains 89668 members 
Mstep: Class 9 contains 101173 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 38913 members 
Mstep: Class 16 contains 42426 members 
Mstep: Class 19 contains 17255 members 
Mstep: Class 21 contains 65068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65749828.000000 Penalty: 25687.234375
Iteration 26Q: 13 clusters Score -6.574983e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 28319 members 
Mstep: Class 5 contains 70799 members 
Mstep: Class 6 contains 92288 members 
Mstep: Class 9 contains 99883 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 14 contains 57516 members 
Mstep: Class 15 contains 40281 members 
Mstep: Class 16 contains 41581 members 
Mstep: Class 19 contains 17057 members 
Mstep: Class 21 contains 64995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65752396.000000 Penalty: 25687.234375
Iteration 27Q: 13 clusters Score -6.57524e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 26150 members 
Mstep: Class 5 contains 71084 members 
Mstep: Class 6 contains 94816 members 
Mstep: Class 9 contains 98426 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 14 contains 58173 members 
Mstep: Class 15 contains 41744 members 
Mstep: Class 16 contains 40699 members 
Mstep: Class 19 contains 16763 members 
Mstep: Class 21 contains 64918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65754928.000000 Penalty: 25687.234375
Iteration 28Q: 13 clusters Score -6.575493e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 24409 members 
Mstep: Class 5 contains 71101 members 
Mstep: Class 6 contains 97175 members 
Mstep: Class 9 contains 96977 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 14 contains 58801 members 
Mstep: Class 15 contains 43139 members 
Mstep: Class 16 contains 39929 members 
Mstep: Class 19 contains 16466 members 
Mstep: Class 21 contains 64786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65757088.000000 Penalty: 25687.234375
Iteration 29Q: 13 clusters Score -6.575709e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 23051 members 
Mstep: Class 5 contains 71018 members 
Mstep: Class 6 contains 99143 members 
Mstep: Class 9 contains 95566 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 14 contains 59429 members 
Mstep: Class 15 contains 44452 members 
Mstep: Class 16 contains 39286 members 
Mstep: Class 19 contains 16172 members 
Mstep: Class 21 contains 64647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65758176.000000 Penalty: 25687.234375
Iteration 30Q: 13 clusters Score -6.575818e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 21872 members 
Mstep: Class 5 contains 71022 members 
Mstep: Class 6 contains 100669 members 
Mstep: Class 9 contains 94340 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 14 contains 59974 members 
Mstep: Class 15 contains 45615 members 
Mstep: Class 16 contains 38766 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 21 contains 64523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65759200.000000 Penalty: 25687.234375
Iteration 31Q: 13 clusters Score -6.57592e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 5 contains 71043 members 
Mstep: Class 6 contains 101805 members 
Mstep: Class 9 contains 93313 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 14 contains 60459 members 
Mstep: Class 15 contains 46753 members 
Mstep: Class 16 contains 38398 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 21 contains 64360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65760112.000000 Penalty: 25687.234375
Iteration 32Q: 13 clusters Score -6.576011e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3174 members 
Mstep: Class 3 contains 19994 members 
Mstep: Class 5 contains 71025 members 
Mstep: Class 6 contains 102600 members 
Mstep: Class 9 contains 92556 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 14 contains 60839 members 
Mstep: Class 15 contains 47846 members 
Mstep: Class 16 contains 38055 members 
Mstep: Class 19 contains 15494 members 
Mstep: Class 21 contains 64140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65760788.000000 Penalty: 25687.234375
Iteration 33Q: 13 clusters Score -6.576079e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 19306 members 
Mstep: Class 5 contains 70949 members 
Mstep: Class 6 contains 103174 members 
Mstep: Class 9 contains 91983 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 14 contains 61205 members 
Mstep: Class 15 contains 48775 members 
Mstep: Class 16 contains 37776 members 
Mstep: Class 19 contains 15343 members 
Mstep: Class 21 contains 63917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65761368.000000 Penalty: 25687.234375
Iteration 34Q: 13 clusters Score -6.576137e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3282 members 
Mstep: Class 3 contains 18724 members 
Mstep: Class 5 contains 70822 members 
Mstep: Class 6 contains 103519 members 
Mstep: Class 9 contains 91536 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 14 contains 61484 members 
Mstep: Class 15 contains 49654 members 
Mstep: Class 16 contains 37610 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 21 contains 63727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65762108.000000 Penalty: 25687.234375
Iteration 35Q: 13 clusters Score -6.576211e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 18164 members 
Mstep: Class 5 contains 70666 members 
Mstep: Class 6 contains 103762 members 
Mstep: Class 9 contains 91233 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 14 contains 61761 members 
Mstep: Class 15 contains 50432 members 
Mstep: Class 16 contains 37565 members 
Mstep: Class 19 contains 15055 members 
Mstep: Class 21 contains 63521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65762828.000000 Penalty: 25687.234375
Iteration 36Q: 13 clusters Score -6.576283e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 17629 members 
Mstep: Class 5 contains 70507 members 
Mstep: Class 6 contains 103858 members 
Mstep: Class 9 contains 91008 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 14 contains 62010 members 
Mstep: Class 15 contains 51108 members 
Mstep: Class 16 contains 37653 members 
Mstep: Class 19 contains 14932 members 
Mstep: Class 21 contains 63345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65763788.000000 Penalty: 25687.234375
Iteration 37Q: 13 clusters Score -6.576379e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 17156 members 
Mstep: Class 5 contains 70332 members 
Mstep: Class 6 contains 103840 members 
Mstep: Class 9 contains 90847 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 14 contains 62254 members 
Mstep: Class 15 contains 51678 members 
Mstep: Class 16 contains 37808 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 21 contains 63182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65764436.000000 Penalty: 25687.234375
Iteration 38Q: 13 clusters Score -6.576444e+07 nChanged 3622
Entering ConstructFrom: 
Score: -65764436.000000 Penalty: 25687.234375
Entering ConstructFrom: 
Trying to split cluster 1 (10023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Entering Unmasked Estep 
Score: -1208439.750000 Penalty: 1497.053711
	Iteration 0F: 2 clusters Score -1208440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1201241.375000 Penalty: 2994.107422
	Iteration 0F: 3 clusters Score -1201241 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1203605.250000 Penalty: 2994.107422
	Iteration 1F: 3 clusters Score -1203605 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1203925.750000 Penalty: 2994.107422
	Iteration 2F: 3 clusters Score -1203926 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1204177.250000 Penalty: 2994.107422
	Iteration 3F: 3 clusters Score -1204177 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1204410.375000 Penalty: 2994.107422
	Iteration 4Q: 3 clusters Score -1204410 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1204615.750000 Penalty: 2994.107422
	Iteration 5Q: 3 clusters Score -1204616 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1204797.875000 Penalty: 2994.107422
	Iteration 6Q: 3 clusters Score -1204798 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1204946.500000 Penalty: 2994.107422
	Iteration 7Q: 3 clusters Score -1204946 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1205084.250000 Penalty: 2994.107422
	Iteration 8Q: 3 clusters Score -1205084 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1205203.625000 Penalty: 2994.107422
	Iteration 9Q: 3 clusters Score -1205204 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1205314.875000 Penalty: 2994.107422
	Iteration 10Q: 3 clusters Score -1205315 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1205443.000000 Penalty: 2994.107422
	Iteration 11Q: 3 clusters Score -1205443 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1205593.750000 Penalty: 2994.107422
	Iteration 12Q: 3 clusters Score -1205594 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1205786.500000 Penalty: 2994.107422
	Iteration 13Q: 3 clusters Score -1205786 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1206040.875000 Penalty: 2994.107422
	Iteration 14Q: 3 clusters Score -1206041 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1206440.375000 Penalty: 2994.107422
	Iteration 15Q: 3 clusters Score -1206440 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1207035.250000 Penalty: 2994.107422
	Iteration 16F: 3 clusters Score -1207035 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1207604.500000 Penalty: 2994.107422
	Iteration 17F: 3 clusters Score -1207604 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1207937.875000 Penalty: 2994.107422
	Iteration 18F: 3 clusters Score -1207938 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1208101.125000 Penalty: 2994.107422
	Iteration 19Q: 3 clusters Score -1208101 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1208189.625000 Penalty: 2994.107422
	Iteration 20F: 3 clusters Score -1208190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1208260.875000 Penalty: 2994.107422
	Iteration 21Q: 3 clusters Score -1208261 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1208305.875000 Penalty: 2994.107422
	Iteration 22Q: 3 clusters Score -1208306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1208340.500000 Penalty: 2994.107422
	Iteration 23Q: 3 clusters Score -1208340 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1208373.250000 Penalty: 2994.107422
	Iteration 24Q: 3 clusters Score -1208373 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1208398.625000 Penalty: 2994.107422
	Iteration 25Q: 3 clusters Score -1208399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1208427.875000 Penalty: 2994.107422
	Iteration 26Q: 3 clusters Score -1208428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1208449.000000 Penalty: 2994.107422
	Iteration 27Q: 3 clusters Score -1208449 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1208465.500000 Penalty: 2994.107422
	Iteration 28Q: 3 clusters Score -1208466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1208484.250000 Penalty: 2994.107422
	Iteration 29Q: 3 clusters Score -1208484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1208504.000000 Penalty: 2994.107422
	Iteration 30Q: 3 clusters Score -1208504 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1208536.500000 Penalty: 2994.107422
	Iteration 31Q: 3 clusters Score -1208536 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1208561.125000 Penalty: 2994.107422
	Iteration 32Q: 3 clusters Score -1208561 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1208589.000000 Penalty: 2994.107422
	Iteration 33Q: 3 clusters Score -1208589 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1208601.000000 Penalty: 2994.107422
	Iteration 34Q: 3 clusters Score -1208601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1208614.375000 Penalty: 2994.107422
	Iteration 35Q: 3 clusters Score -1208614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1208622.000000 Penalty: 2994.107422
	Iteration 36Q: 3 clusters Score -1208622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1208632.375000 Penalty: 2994.107422
	Iteration 37Q: 3 clusters Score -1208632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1208639.875000 Penalty: 2994.107422
	Iteration 38Q: 3 clusters Score -1208640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1208647.750000 Penalty: 2994.107422
	Iteration 39Q: 3 clusters Score -1208648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1208650.875000 Penalty: 2994.107422
	Iteration 40F: 3 clusters Score -1208651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1208650.000000 Penalty: 2994.107422
	Iteration 41Q: 3 clusters Score -1208650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1208655.125000 Penalty: 2994.107422
	Iteration 42Q: 3 clusters Score -1208655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1208661.500000 Penalty: 2994.107422
	Iteration 43Q: 3 clusters Score -1208662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1208661.125000 Penalty: 2994.107422
	Iteration 44Q: 3 clusters Score -1208661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1208662.375000 Penalty: 2994.107422
	Iteration 45Q: 3 clusters Score -1208662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1208663.125000 Penalty: 2994.107422
	Iteration 46Q: 3 clusters Score -1208663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1208664.000000 Penalty: 2994.107422
	Iteration 47Q: 3 clusters Score -1208664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1208663.375000 Penalty: 2994.107422
	Iteration 48Q: 3 clusters Score -1208663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1208666.000000 Penalty: 2994.107422
	Iteration 49Q: 3 clusters Score -1208666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1208666.625000 Penalty: 2994.107422
	Iteration 50Q: 3 clusters Score -1208667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1208666.625000 Penalty: 2994.107422
	Iteration 51Q: 3 clusters Score -1208667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1208667.000000 Penalty: 2994.107422
	Iteration 52Q: 3 clusters Score -1208667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1208666.500000 Penalty: 2994.107422
	Iteration 53Q: 3 clusters Score -1208666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1208665.250000 Penalty: 2994.107422
	Iteration 54Q: 3 clusters Score -1208665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1208666.625000 Penalty: 2994.107422
	Iteration 55Q: 3 clusters Score -1208667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1208666.375000 Penalty: 2994.107422
	Iteration 56Q: 3 clusters Score -1208666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1208666.125000 Penalty: 2994.107422
	Iteration 57Q: 3 clusters Score -1208666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1208666.125000 Penalty: 2994.107422
	Iteration 58F: 3 clusters Score -1208666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 16683 members 
Mstep: Class 4 contains 7914 members 
Mstep: Class 5 contains 70142 members 
Mstep: Class 6 contains 103784 members 
Mstep: Class 9 contains 90734 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 14 contains 62452 members 
Mstep: Class 15 contains 52132 members 
Mstep: Class 16 contains 38076 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 21 contains 63054 members 
Entering Unmasked Estep 
Score: -65764316.000000 Penalty: 27827.835938
Splitting cluster 1 changes total score from -65764436.000000 to -65764316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -449720.562500 Penalty: 1325.712402
	Iteration 0F: 2 clusters Score -449720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -446692.125000 Penalty: 2651.424805
	Iteration 0F: 3 clusters Score -446692.1 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -447450.062500 Penalty: 2651.424805
	Iteration 1F: 3 clusters Score -447450.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -447627.406250 Penalty: 2651.424805
	Iteration 2F: 3 clusters Score -447627.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -447781.125000 Penalty: 2651.424805
	Iteration 3F: 3 clusters Score -447781.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -447898.656250 Penalty: 2651.424805
	Iteration 4Q: 3 clusters Score -447898.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -447995.156250 Penalty: 2651.424805
	Iteration 5Q: 3 clusters Score -447995.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -448088.062500 Penalty: 2651.424805
	Iteration 6Q: 3 clusters Score -448088.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -448182.843750 Penalty: 2651.424805
	Iteration 7Q: 3 clusters Score -448182.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -448274.062500 Penalty: 2651.424805
	Iteration 8Q: 3 clusters Score -448274.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -448356.031250 Penalty: 2651.424805
	Iteration 9Q: 3 clusters Score -448356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -448426.875000 Penalty: 2651.424805
	Iteration 10Q: 3 clusters Score -448426.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -448494.062500 Penalty: 2651.424805
	Iteration 11Q: 3 clusters Score -448494.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -448538.687500 Penalty: 2651.424805
	Iteration 12Q: 3 clusters Score -448538.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -448577.343750 Penalty: 2651.424805
	Iteration 13Q: 3 clusters Score -448577.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -448615.093750 Penalty: 2651.424805
	Iteration 14Q: 3 clusters Score -448615.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -448656.343750 Penalty: 2651.424805
	Iteration 15Q: 3 clusters Score -448656.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -448700.031250 Penalty: 2651.424805
	Iteration 16Q: 3 clusters Score -448700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -448764.125000 Penalty: 2651.424805
	Iteration 17Q: 3 clusters Score -448764.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -448831.031250 Penalty: 2651.424805
	Iteration 18Q: 3 clusters Score -448831 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -448869.531250 Penalty: 2651.424805
	Iteration 19Q: 3 clusters Score -448869.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -448899.750000 Penalty: 2651.424805
	Iteration 20F: 3 clusters Score -448899.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -448930.031250 Penalty: 2651.424805
	Iteration 21Q: 3 clusters Score -448930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -448952.093750 Penalty: 2651.424805
	Iteration 22Q: 3 clusters Score -448952.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -448964.187500 Penalty: 2651.424805
	Iteration 23Q: 3 clusters Score -448964.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -448972.281250 Penalty: 2651.424805
	Iteration 24Q: 3 clusters Score -448972.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -448978.000000 Penalty: 2651.424805
	Iteration 25Q: 3 clusters Score -448978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -448984.312500 Penalty: 2651.424805
	Iteration 26Q: 3 clusters Score -448984.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -448987.156250 Penalty: 2651.424805
	Iteration 27Q: 3 clusters Score -448987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -448987.093750 Penalty: 2651.424805
	Iteration 28Q: 3 clusters Score -448987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -448987.906250 Penalty: 2651.424805
	Iteration 29Q: 3 clusters Score -448987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -448987.906250 Penalty: 2651.424805
	Iteration 30F: 3 clusters Score -448987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Entering Unmasked Estep 
Score: -2138565.250000 Penalty: 1579.848633
	Iteration 0F: 2 clusters Score -2138565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2126983.750000 Penalty: 3159.697266
	Iteration 0F: 3 clusters Score -2126984 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2131000.500000 Penalty: 3159.697266
	Iteration 1F: 3 clusters Score -2131000 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2131277.500000 Penalty: 3159.697266
	Iteration 2Q: 3 clusters Score -2131278 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2131554.000000 Penalty: 3159.697266
	Iteration 3Q: 3 clusters Score -2131554 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2131834.000000 Penalty: 3159.697266
	Iteration 4Q: 3 clusters Score -2131834 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2132185.000000 Penalty: 3159.697266
	Iteration 5Q: 3 clusters Score -2132185 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2132691.000000 Penalty: 3159.697266
	Iteration 6F: 3 clusters Score -2132691 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2133373.250000 Penalty: 3159.697266
	Iteration 7F: 3 clusters Score -2133373 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2134215.000000 Penalty: 3159.697266
	Iteration 8F: 3 clusters Score -2134215 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2135182.250000 Penalty: 3159.697266
	Iteration 9F: 3 clusters Score -2135182 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2136002.500000 Penalty: 3159.697266
	Iteration 10F: 3 clusters Score -2136002 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2136552.250000 Penalty: 3159.697266
	Iteration 11Q: 3 clusters Score -2136552 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2136831.750000 Penalty: 3159.697266
	Iteration 12Q: 3 clusters Score -2136832 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2136987.000000 Penalty: 3159.697266
	Iteration 13Q: 3 clusters Score -2136987 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2137070.750000 Penalty: 3159.697266
	Iteration 14Q: 3 clusters Score -2137071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2137138.750000 Penalty: 3159.697266
	Iteration 15Q: 3 clusters Score -2137139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2137168.750000 Penalty: 3159.697266
	Iteration 16Q: 3 clusters Score -2137169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2137195.000000 Penalty: 3159.697266
	Iteration 17Q: 3 clusters Score -2137195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2137213.250000 Penalty: 3159.697266
	Iteration 18Q: 3 clusters Score -2137213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2137219.000000 Penalty: 3159.697266
	Iteration 19Q: 3 clusters Score -2137219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2137221.750000 Penalty: 3159.697266
	Iteration 20F: 3 clusters Score -2137222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2137227.750000 Penalty: 3159.697266
	Iteration 21Q: 3 clusters Score -2137228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2137231.000000 Penalty: 3159.697266
	Iteration 22Q: 3 clusters Score -2137231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2137239.000000 Penalty: 3159.697266
	Iteration 23Q: 3 clusters Score -2137239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2137239.250000 Penalty: 3159.697266
	Iteration 24Q: 3 clusters Score -2137239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2137244.750000 Penalty: 3159.697266
	Iteration 25Q: 3 clusters Score -2137245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2137247.500000 Penalty: 3159.697266
	Iteration 26Q: 3 clusters Score -2137248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2137251.750000 Penalty: 3159.697266
	Iteration 27Q: 3 clusters Score -2137252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2137249.500000 Penalty: 3159.697266
	Iteration 28Q: 3 clusters Score -2137250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2137251.750000 Penalty: 3159.697266
	Iteration 29Q: 3 clusters Score -2137252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2137253.000000 Penalty: 3159.697266
	Iteration 30Q: 3 clusters Score -2137253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2137253.000000 Penalty: 3159.697266
	Iteration 31F: 3 clusters Score -2137253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Entering Unmasked Estep 
Score: -8991267.000000 Penalty: 1813.220093
	Iteration 0F: 2 clusters Score -8991267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -8946232.000000 Penalty: 3626.440186
	Iteration 0F: 3 clusters Score -8946232 nChanged 33181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -8965529.000000 Penalty: 3626.440186
	Iteration 1F: 3 clusters Score -8965529 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -8966406.000000 Penalty: 3626.440186
	Iteration 2Q: 3 clusters Score -8966406 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -8967878.000000 Penalty: 3626.440186
	Iteration 3Q: 3 clusters Score -8967878 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -8969778.000000 Penalty: 3626.440186
	Iteration 4F: 3 clusters Score -8969778 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -8972451.000000 Penalty: 3626.440186
	Iteration 5F: 3 clusters Score -8972451 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -8975934.000000 Penalty: 3626.440186
	Iteration 6F: 3 clusters Score -8975934 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -8979711.000000 Penalty: 3626.440186
	Iteration 7F: 3 clusters Score -8979711 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -8982428.000000 Penalty: 3626.440186
	Iteration 8F: 3 clusters Score -8982428 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -8983726.000000 Penalty: 3626.440186
	Iteration 9Q: 3 clusters Score -8983726 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -8984232.000000 Penalty: 3626.440186
	Iteration 10Q: 3 clusters Score -8984232 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -8984478.000000 Penalty: 3626.440186
	Iteration 11Q: 3 clusters Score -8984478 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -8984683.000000 Penalty: 3626.440186
	Iteration 12Q: 3 clusters Score -8984683 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -8984916.000000 Penalty: 3626.440186
	Iteration 13Q: 3 clusters Score -8984916 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -8985159.000000 Penalty: 3626.440186
	Iteration 14Q: 3 clusters Score -8985159 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -8985361.000000 Penalty: 3626.440186
	Iteration 15Q: 3 clusters Score -8985361 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -8985472.000000 Penalty: 3626.440186
	Iteration 16Q: 3 clusters Score -8985472 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -8985605.000000 Penalty: 3626.440186
	Iteration 17Q: 3 clusters Score -8985605 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -8985727.000000 Penalty: 3626.440186
	Iteration 18Q: 3 clusters Score -8985727 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -8985813.000000 Penalty: 3626.440186
	Iteration 19Q: 3 clusters Score -8985813 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -8985955.000000 Penalty: 3626.440186
	Iteration 20F: 3 clusters Score -8985955 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -8986018.000000 Penalty: 3626.440186
	Iteration 21Q: 3 clusters Score -8986018 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -8986145.000000 Penalty: 3626.440186
	Iteration 22Q: 3 clusters Score -8986145 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -8986181.000000 Penalty: 3626.440186
	Iteration 23Q: 3 clusters Score -8986181 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -8986228.000000 Penalty: 3626.440186
	Iteration 24Q: 3 clusters Score -8986228 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -8986247.000000 Penalty: 3626.440186
	Iteration 25Q: 3 clusters Score -8986247 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -8986288.000000 Penalty: 3626.440186
	Iteration 26Q: 3 clusters Score -8986288 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -8986291.000000 Penalty: 3626.440186
	Iteration 27Q: 3 clusters Score -8986291 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -8986297.000000 Penalty: 3626.440186
	Iteration 28Q: 3 clusters Score -8986297 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -8986335.000000 Penalty: 3626.440186
	Iteration 29Q: 3 clusters Score -8986335 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -8986325.000000 Penalty: 3626.440186
	Iteration 30Q: 3 clusters Score -8986325 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -8986340.000000 Penalty: 3626.440186
	Iteration 31Q: 3 clusters Score -8986340 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -8986356.000000 Penalty: 3626.440186
	Iteration 32Q: 3 clusters Score -8986356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -8986368.000000 Penalty: 3626.440186
	Iteration 33Q: 3 clusters Score -8986368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -8986371.000000 Penalty: 3626.440186
	Iteration 34Q: 3 clusters Score -8986371 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -8986377.000000 Penalty: 3626.440186
	Iteration 35Q: 3 clusters Score -8986377 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -8986388.000000 Penalty: 3626.440186
	Iteration 36Q: 3 clusters Score -8986388 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -8986397.000000 Penalty: 3626.440186
	Iteration 37Q: 3 clusters Score -8986397 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -8986419.000000 Penalty: 3626.440186
	Iteration 38Q: 3 clusters Score -8986419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -8986408.000000 Penalty: 3626.440186
	Iteration 39Q: 3 clusters Score -8986408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -8986405.000000 Penalty: 3626.440186
	Iteration 40F: 3 clusters Score -8986405 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -8986414.000000 Penalty: 3626.440186
	Iteration 41Q: 3 clusters Score -8986414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -8986408.000000 Penalty: 3626.440186
	Iteration 42Q: 3 clusters Score -8986408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -8986430.000000 Penalty: 3626.440186
	Iteration 43Q: 3 clusters Score -8986430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -8986451.000000 Penalty: 3626.440186
	Iteration 44Q: 3 clusters Score -8986451 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -8986454.000000 Penalty: 3626.440186
	Iteration 45Q: 3 clusters Score -8986454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -8986448.000000 Penalty: 3626.440186
	Iteration 46Q: 3 clusters Score -8986448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -8986453.000000 Penalty: 3626.440186
	Iteration 47Q: 3 clusters Score -8986453 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -8986444.000000 Penalty: 3626.440186
	Iteration 48Q: 3 clusters Score -8986444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -8986454.000000 Penalty: 3626.440186
	Iteration 49Q: 3 clusters Score -8986454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -8986468.000000 Penalty: 3626.440186
	Iteration 50Q: 3 clusters Score -8986468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -8986463.000000 Penalty: 3626.440186
	Iteration 51Q: 3 clusters Score -8986463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -8986464.000000 Penalty: 3626.440186
	Iteration 52Q: 3 clusters Score -8986464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -8986473.000000 Penalty: 3626.440186
	Iteration 53Q: 3 clusters Score -8986473 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -8986463.000000 Penalty: 3626.440186
	Iteration 54Q: 3 clusters Score -8986463 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -8986450.000000 Penalty: 3626.440186
	Iteration 55Q: 3 clusters Score -8986450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -8986450.000000 Penalty: 3626.440186
	Iteration 56Q: 3 clusters Score -8986450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -8986486.000000 Penalty: 3626.440186
	Iteration 57Q: 3 clusters Score -8986486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -8986484.000000 Penalty: 3626.440186
	Iteration 58Q: 3 clusters Score -8986484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -8986479.000000 Penalty: 3626.440186
	Iteration 59Q: 3 clusters Score -8986479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -8986479.000000 Penalty: 3626.440186
	Iteration 60F: 3 clusters Score -8986479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -8986481.000000 Penalty: 3626.440186
	Iteration 61Q: 3 clusters Score -8986481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -8986472.000000 Penalty: 3626.440186
	Iteration 62Q: 3 clusters Score -8986472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -8986473.000000 Penalty: 3626.440186
	Iteration 63Q: 3 clusters Score -8986473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -8986471.000000 Penalty: 3626.440186
	Iteration 64Q: 3 clusters Score -8986471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8986466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8986480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8986489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8986498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8986491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -8986486.000000 Penalty: 3626.440186
	Iteration 70Q: 3 clusters Score -8986486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -8986493.000000 Penalty: 3626.440186
	Iteration 71Q: 3 clusters Score -8986493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -8986478.000000 Penalty: 3626.440186
	Iteration 72Q: 3 clusters Score -8986478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -8986485.000000 Penalty: 3626.440186
	Iteration 73Q: 3 clusters Score -8986485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -8986484.000000 Penalty: 3626.440186
	Iteration 74Q: 3 clusters Score -8986484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -8986469.000000 Penalty: 3626.440186
	Iteration 75Q: 3 clusters Score -8986469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8986467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8986475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8986469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -8986474.000000 Penalty: 3626.440186
	Iteration 79Q: 3 clusters Score -8986474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -8986493.000000 Penalty: 3626.440186
	Iteration 80F: 3 clusters Score -8986493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -8986511.000000 Penalty: 3626.440186
	Iteration 81Q: 3 clusters Score -8986511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -8986507.000000 Penalty: 3626.440186
	Iteration 82Q: 3 clusters Score -8986507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8986503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8986503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -8986515.000000 Penalty: 3626.440186
	Iteration 85Q: 3 clusters Score -8986515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -8986508.000000 Penalty: 3626.440186
	Iteration 86Q: 3 clusters Score -8986508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -8986493.000000 Penalty: 3626.440186
	Iteration 87Q: 3 clusters Score -8986493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -8986489.000000 Penalty: 3626.440186
	Iteration 88Q: 3 clusters Score -8986489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -8986495.000000 Penalty: 3626.440186
	Iteration 89Q: 3 clusters Score -8986495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -8986498.000000 Penalty: 3626.440186
	Iteration 90Q: 3 clusters Score -8986498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -8986518.000000 Penalty: 3626.440186
	Iteration 91Q: 3 clusters Score -8986518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8986518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -8986515.000000 Penalty: 3626.440186
	Iteration 93Q: 3 clusters Score -8986515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8986515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -8986496.000000 Penalty: 3626.440186
	Iteration 95Q: 3 clusters Score -8986496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -8986499.000000 Penalty: 3626.440186
	Iteration 96Q: 3 clusters Score -8986499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8986515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -8986527.000000 Penalty: 3626.440186
	Iteration 98Q: 3 clusters Score -8986527 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -8986541.000000 Penalty: 3626.440186
	Iteration 99Q: 3 clusters Score -8986541 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -8986535.000000 Penalty: 3626.440186
	Iteration 100F: 3 clusters Score -8986535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8986544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -8986532.000000 Penalty: 3626.440186
	Iteration 102Q: 3 clusters Score -8986532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8986544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -8986571.000000 Penalty: 3626.440186
	Iteration 104Q: 3 clusters Score -8986571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -8986570.000000 Penalty: 3626.440186
	Iteration 105Q: 3 clusters Score -8986570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -8986584.000000 Penalty: 3626.440186
	Iteration 106Q: 3 clusters Score -8986584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -8986613.000000 Penalty: 3626.440186
	Iteration 107Q: 3 clusters Score -8986613 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -8986630.000000 Penalty: 3626.440186
	Iteration 108Q: 3 clusters Score -8986630 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -8986615.000000 Penalty: 3626.440186
	Iteration 109Q: 3 clusters Score -8986615 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -8986618.000000 Penalty: 3626.440186
	Iteration 110Q: 3 clusters Score -8986618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -8986642.000000 Penalty: 3626.440186
	Iteration 111Q: 3 clusters Score -8986642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -8986659.000000 Penalty: 3626.440186
	Iteration 112Q: 3 clusters Score -8986659 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -8986676.000000 Penalty: 3626.440186
	Iteration 113Q: 3 clusters Score -8986676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -8986699.000000 Penalty: 3626.440186
	Iteration 114Q: 3 clusters Score -8986699 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -8986696.000000 Penalty: 3626.440186
	Iteration 115Q: 3 clusters Score -8986696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -8986705.000000 Penalty: 3626.440186
	Iteration 116Q: 3 clusters Score -8986705 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -8986738.000000 Penalty: 3626.440186
	Iteration 117Q: 3 clusters Score -8986738 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8986777 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8986778 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8986784 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8986831.000000 Penalty: 3626.440186
	Iteration 121Q: 3 clusters Score -8986831 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -8986863.000000 Penalty: 3626.440186
	Iteration 122Q: 3 clusters Score -8986863 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8986872 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -8986883.000000 Penalty: 3626.440186
	Iteration 124Q: 3 clusters Score -8986883 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -8986909.000000 Penalty: 3626.440186
	Iteration 125Q: 3 clusters Score -8986909 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8986952 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -8986960.000000 Penalty: 3626.440186
	Iteration 127Q: 3 clusters Score -8986960 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -8987019.000000 Penalty: 3626.440186
	Iteration 128Q: 3 clusters Score -8987019 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -8987052.000000 Penalty: 3626.440186
	Iteration 129Q: 3 clusters Score -8987052 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8987089 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8987090 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -8987156.000000 Penalty: 3626.440186
	Iteration 132Q: 3 clusters Score -8987156 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -8987196.000000 Penalty: 3626.440186
	Iteration 133Q: 3 clusters Score -8987196 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -8987299.000000 Penalty: 3626.440186
	Iteration 134Q: 3 clusters Score -8987299 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -8987383.000000 Penalty: 3626.440186
	Iteration 135Q: 3 clusters Score -8987383 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8987450 nChanged 382
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Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8987541 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -8987654.000000 Penalty: 3626.440186
	Iteration 138Q: 3 clusters Score -8987654 nChanged 390
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Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8987694 nChanged 393
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Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8987778 nChanged 391
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Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8987926 nChanged 386
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Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8988029 nChanged 389
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Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -8988114.000000 Penalty: 3626.440186
	Iteration 143Q: 3 clusters Score -8988114 nChanged 380
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Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8988277 nChanged 422
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Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8988431 nChanged 391
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Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -8988553.000000 Penalty: 3626.440186
	Iteration 146Q: 3 clusters Score -8988553 nChanged 423
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Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8988729 nChanged 421
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Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8988886.000000 Penalty: 3626.440186
	Iteration 148Q: 3 clusters Score -8988886 nChanged 408
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Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8989049.000000 Penalty: 3626.440186
	Iteration 149Q: 3 clusters Score -8989049 nChanged 425
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -8989191.000000 Penalty: 3626.440186
	Iteration 150Q: 3 clusters Score -8989191 nChanged 377
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Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8989348 nChanged 330
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Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8989425.000000 Penalty: 3626.440186
	Iteration 152Q: 3 clusters Score -8989425 nChanged 306
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Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8989550 nChanged 246
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Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8989647.000000 Penalty: 3626.440186
	Iteration 154Q: 3 clusters Score -8989647 nChanged 229
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Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8989761.000000 Penalty: 3626.440186
	Iteration 155Q: 3 clusters Score -8989761 nChanged 182
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Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8989845.000000 Penalty: 3626.440186
	Iteration 156Q: 3 clusters Score -8989845 nChanged 172
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Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8989895 nChanged 146
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Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8989952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8989970.000000 Penalty: 3626.440186
	Iteration 159Q: 3 clusters Score -8989970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8989996.000000 Penalty: 3626.440186
	Iteration 160F: 3 clusters Score -8989996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8990025.000000 Penalty: 3626.440186
	Iteration 161Q: 3 clusters Score -8990025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8990057.000000 Penalty: 3626.440186
	Iteration 162Q: 3 clusters Score -8990057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8990065.000000 Penalty: 3626.440186
	Iteration 163Q: 3 clusters Score -8990065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8990075.000000 Penalty: 3626.440186
	Iteration 164Q: 3 clusters Score -8990075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8990083.000000 Penalty: 3626.440186
	Iteration 165Q: 3 clusters Score -8990083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8990075.000000 Penalty: 3626.440186
	Iteration 166Q: 3 clusters Score -8990075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8990097.000000 Penalty: 3626.440186
	Iteration 167Q: 3 clusters Score -8990097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8990107.000000 Penalty: 3626.440186
	Iteration 168Q: 3 clusters Score -8990107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8990132.000000 Penalty: 3626.440186
	Iteration 169Q: 3 clusters Score -8990132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8990183.000000 Penalty: 3626.440186
	Iteration 170Q: 3 clusters Score -8990183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8990250.000000 Penalty: 3626.440186
	Iteration 171Q: 3 clusters Score -8990250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8990338.000000 Penalty: 3626.440186
	Iteration 172Q: 3 clusters Score -8990338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8990391.000000 Penalty: 3626.440186
	Iteration 173Q: 3 clusters Score -8990391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8990436.000000 Penalty: 3626.440186
	Iteration 174Q: 3 clusters Score -8990436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8990449.000000 Penalty: 3626.440186
	Iteration 175Q: 3 clusters Score -8990449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8990468.000000 Penalty: 3626.440186
	Iteration 176Q: 3 clusters Score -8990468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8990467.000000 Penalty: 3626.440186
	Iteration 177Q: 3 clusters Score -8990467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8990489.000000 Penalty: 3626.440186
	Iteration 178Q: 3 clusters Score -8990489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8990494.000000 Penalty: 3626.440186
	Iteration 179Q: 3 clusters Score -8990494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8990506.000000 Penalty: 3626.440186
	Iteration 180F: 3 clusters Score -8990506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8990510.000000 Penalty: 3626.440186
	Iteration 181Q: 3 clusters Score -8990510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8990505.000000 Penalty: 3626.440186
	Iteration 182Q: 3 clusters Score -8990505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8990512.000000 Penalty: 3626.440186
	Iteration 183Q: 3 clusters Score -8990512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8990516.000000 Penalty: 3626.440186
	Iteration 184Q: 3 clusters Score -8990516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8990511.000000 Penalty: 3626.440186
	Iteration 185Q: 3 clusters Score -8990511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8990519.000000 Penalty: 3626.440186
	Iteration 186Q: 3 clusters Score -8990519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8990521.000000 Penalty: 3626.440186
	Iteration 187Q: 3 clusters Score -8990521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8990519.000000 Penalty: 3626.440186
	Iteration 188Q: 3 clusters Score -8990519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8990511.000000 Penalty: 3626.440186
	Iteration 189Q: 3 clusters Score -8990511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8990515.000000 Penalty: 3626.440186
	Iteration 190Q: 3 clusters Score -8990515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8990513.000000 Penalty: 3626.440186
	Iteration 191Q: 3 clusters Score -8990513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8990517.000000 Penalty: 3626.440186
	Iteration 192Q: 3 clusters Score -8990517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8990521.000000 Penalty: 3626.440186
	Iteration 193Q: 3 clusters Score -8990521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8990517.000000 Penalty: 3626.440186
	Iteration 194Q: 3 clusters Score -8990517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8990517.000000 Penalty: 3626.440186
	Iteration 195F: 3 clusters Score -8990517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (103784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Entering Unmasked Estep 
Score: -13250484.000000 Penalty: 1876.885864
	Iteration 0F: 2 clusters Score -1.325048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -13189937.000000 Penalty: 3753.771729
	Iteration 0F: 3 clusters Score -1.318994e+07 nChanged 49641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -13218480.000000 Penalty: 3753.771729
	Iteration 1F: 3 clusters Score -1.321848e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -13219428.000000 Penalty: 3753.771729
	Iteration 2Q: 3 clusters Score -1.321943e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -13220623.000000 Penalty: 3753.771729
	Iteration 3Q: 3 clusters Score -1.322062e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -13222082.000000 Penalty: 3753.771729
	Iteration 4Q: 3 clusters Score -1.322208e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -13223723.000000 Penalty: 3753.771729
	Iteration 5Q: 3 clusters Score -1.322372e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -13225626.000000 Penalty: 3753.771729
	Iteration 6Q: 3 clusters Score -1.322563e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -13227547.000000 Penalty: 3753.771729
	Iteration 7Q: 3 clusters Score -1.322755e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -13230283.000000 Penalty: 3753.771729
	Iteration 8F: 3 clusters Score -1.323028e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -13234103.000000 Penalty: 3753.771729
	Iteration 9F: 3 clusters Score -1.32341e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -13238409.000000 Penalty: 3753.771729
	Iteration 10F: 3 clusters Score -1.323841e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -13241670.000000 Penalty: 3753.771729
	Iteration 11F: 3 clusters Score -1.324167e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -13243236.000000 Penalty: 3753.771729
	Iteration 12Q: 3 clusters Score -1.324324e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -13244027.000000 Penalty: 3753.771729
	Iteration 13Q: 3 clusters Score -1.324403e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -13244551.000000 Penalty: 3753.771729
	Iteration 14Q: 3 clusters Score -1.324455e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -13245036.000000 Penalty: 3753.771729
	Iteration 15Q: 3 clusters Score -1.324504e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -13245455.000000 Penalty: 3753.771729
	Iteration 16Q: 3 clusters Score -1.324546e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -13245900.000000 Penalty: 3753.771729
	Iteration 17Q: 3 clusters Score -1.32459e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -13246303.000000 Penalty: 3753.771729
	Iteration 18Q: 3 clusters Score -1.32463e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73409 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -13246692.000000 Penalty: 3753.771729
	Iteration 19Q: 3 clusters Score -1.324669e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -13247249.000000 Penalty: 3753.771729
	Iteration 20F: 3 clusters Score -1.324725e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -13247527.000000 Penalty: 3753.771729
	Iteration 21Q: 3 clusters Score -1.324753e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -13247785.000000 Penalty: 3753.771729
	Iteration 22Q: 3 clusters Score -1.324778e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -13247983.000000 Penalty: 3753.771729
	Iteration 23Q: 3 clusters Score -1.324798e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -13248241.000000 Penalty: 3753.771729
	Iteration 24Q: 3 clusters Score -1.324824e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -13248512.000000 Penalty: 3753.771729
	Iteration 25Q: 3 clusters Score -1.324851e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -13248609.000000 Penalty: 3753.771729
	Iteration 26Q: 3 clusters Score -1.324861e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -13248741.000000 Penalty: 3753.771729
	Iteration 27Q: 3 clusters Score -1.324874e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -13248782.000000 Penalty: 3753.771729
	Iteration 28Q: 3 clusters Score -1.324878e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -13248791.000000 Penalty: 3753.771729
	Iteration 29Q: 3 clusters Score -1.324879e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -13248809.000000 Penalty: 3753.771729
	Iteration 30Q: 3 clusters Score -1.324881e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -13248723.000000 Penalty: 3753.771729
	Iteration 31Q: 3 clusters Score -1.324872e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -13248680.000000 Penalty: 3753.771729
	Iteration 32Q: 3 clusters Score -1.324868e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -13248686.000000 Penalty: 3753.771729
	Iteration 33Q: 3 clusters Score -1.324869e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -13248645.000000 Penalty: 3753.771729
	Iteration 34Q: 3 clusters Score -1.324864e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -13248640.000000 Penalty: 3753.771729
	Iteration 35Q: 3 clusters Score -1.324864e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -13248585.000000 Penalty: 3753.771729
	Iteration 36Q: 3 clusters Score -1.324858e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -13248557.000000 Penalty: 3753.771729
	Iteration 37Q: 3 clusters Score -1.324856e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -13248502.000000 Penalty: 3753.771729
	Iteration 38Q: 3 clusters Score -1.32485e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -13248366.000000 Penalty: 3753.771729
	Iteration 39Q: 3 clusters Score -1.324837e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -13248342.000000 Penalty: 3753.771729
	Iteration 40F: 3 clusters Score -1.324834e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -13248290.000000 Penalty: 3753.771729
	Iteration 41Q: 3 clusters Score -1.324829e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -13248227.000000 Penalty: 3753.771729
	Iteration 42Q: 3 clusters Score -1.324823e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -13248269.000000 Penalty: 3753.771729
	Iteration 43Q: 3 clusters Score -1.324827e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -13248246.000000 Penalty: 3753.771729
	Iteration 44Q: 3 clusters Score -1.324825e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -13248205.000000 Penalty: 3753.771729
	Iteration 45Q: 3 clusters Score -1.32482e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -13248214.000000 Penalty: 3753.771729
	Iteration 46Q: 3 clusters Score -1.324821e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -13248202.000000 Penalty: 3753.771729
	Iteration 47Q: 3 clusters Score -1.32482e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -13248187.000000 Penalty: 3753.771729
	Iteration 48Q: 3 clusters Score -1.324819e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -13248127.000000 Penalty: 3753.771729
	Iteration 49Q: 3 clusters Score -1.324813e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -13248109.000000 Penalty: 3753.771729
	Iteration 50Q: 3 clusters Score -1.324811e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -13248078.000000 Penalty: 3753.771729
	Iteration 51Q: 3 clusters Score -1.324808e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -13248051.000000 Penalty: 3753.771729
	Iteration 52Q: 3 clusters Score -1.324805e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -13248017.000000 Penalty: 3753.771729
	Iteration 53Q: 3 clusters Score -1.324802e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -13248027.000000 Penalty: 3753.771729
	Iteration 54Q: 3 clusters Score -1.324803e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -13248033.000000 Penalty: 3753.771729
	Iteration 55Q: 3 clusters Score -1.324803e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -13248071.000000 Penalty: 3753.771729
	Iteration 56Q: 3 clusters Score -1.324807e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -13248116.000000 Penalty: 3753.771729
	Iteration 57Q: 3 clusters Score -1.324812e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -13248076.000000 Penalty: 3753.771729
	Iteration 58Q: 3 clusters Score -1.324808e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -13248079.000000 Penalty: 3753.771729
	Iteration 59Q: 3 clusters Score -1.324808e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -13248075.000000 Penalty: 3753.771729
	Iteration 60F: 3 clusters Score -1.324808e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -13248122.000000 Penalty: 3753.771729
	Iteration 61Q: 3 clusters Score -1.324812e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -13248176.000000 Penalty: 3753.771729
	Iteration 62Q: 3 clusters Score -1.324818e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -13248166.000000 Penalty: 3753.771729
	Iteration 63Q: 3 clusters Score -1.324817e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -13248164.000000 Penalty: 3753.771729
	Iteration 64Q: 3 clusters Score -1.324816e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -13248171.000000 Penalty: 3753.771729
	Iteration 65Q: 3 clusters Score -1.324817e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -13248178.000000 Penalty: 3753.771729
	Iteration 66Q: 3 clusters Score -1.324818e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -13248220.000000 Penalty: 3753.771729
	Iteration 67Q: 3 clusters Score -1.324822e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -13248219.000000 Penalty: 3753.771729
	Iteration 68Q: 3 clusters Score -1.324822e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -13248193.000000 Penalty: 3753.771729
	Iteration 69Q: 3 clusters Score -1.324819e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -13248187.000000 Penalty: 3753.771729
	Iteration 70Q: 3 clusters Score -1.324819e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -13248179.000000 Penalty: 3753.771729
	Iteration 71Q: 3 clusters Score -1.324818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -13248174.000000 Penalty: 3753.771729
	Iteration 72Q: 3 clusters Score -1.324817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -13248174.000000 Penalty: 3753.771729
	Iteration 73Q: 3 clusters Score -1.324817e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -13248205.000000 Penalty: 3753.771729
	Iteration 74Q: 3 clusters Score -1.32482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -13248237.000000 Penalty: 3753.771729
	Iteration 75Q: 3 clusters Score -1.324824e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -13248220.000000 Penalty: 3753.771729
	Iteration 76Q: 3 clusters Score -1.324822e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -13248228.000000 Penalty: 3753.771729
	Iteration 77Q: 3 clusters Score -1.324823e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -13248231.000000 Penalty: 3753.771729
	Iteration 78Q: 3 clusters Score -1.324823e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -13248236.000000 Penalty: 3753.771729
	Iteration 79Q: 3 clusters Score -1.324824e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -13248251.000000 Penalty: 3753.771729
	Iteration 80F: 3 clusters Score -1.324825e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -13248245.000000 Penalty: 3753.771729
	Iteration 81Q: 3 clusters Score -1.324824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -13248242.000000 Penalty: 3753.771729
	Iteration 82Q: 3 clusters Score -1.324824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -13248234.000000 Penalty: 3753.771729
	Iteration 83Q: 3 clusters Score -1.324823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -13248226.000000 Penalty: 3753.771729
	Iteration 84Q: 3 clusters Score -1.324823e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87522 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -13248243.000000 Penalty: 3753.771729
	Iteration 85Q: 3 clusters Score -1.324824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -13248235.000000 Penalty: 3753.771729
	Iteration 86Q: 3 clusters Score -1.324824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -13248218.000000 Penalty: 3753.771729
	Iteration 87Q: 3 clusters Score -1.324822e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -13248250.000000 Penalty: 3753.771729
	Iteration 88Q: 3 clusters Score -1.324825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -13248260.000000 Penalty: 3753.771729
	Iteration 89Q: 3 clusters Score -1.324826e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -13248242.000000 Penalty: 3753.771729
	Iteration 90Q: 3 clusters Score -1.324824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87675 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -13248244.000000 Penalty: 3753.771729
	Iteration 91Q: 3 clusters Score -1.324824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -13248240.000000 Penalty: 3753.771729
	Iteration 92Q: 3 clusters Score -1.324824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -13248246.000000 Penalty: 3753.771729
	Iteration 93Q: 3 clusters Score -1.324825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -13248251.000000 Penalty: 3753.771729
	Iteration 94Q: 3 clusters Score -1.324825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -13248253.000000 Penalty: 3753.771729
	Iteration 95Q: 3 clusters Score -1.324825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -13248258.000000 Penalty: 3753.771729
	Iteration 96Q: 3 clusters Score -1.324826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -13248249.000000 Penalty: 3753.771729
	Iteration 97Q: 3 clusters Score -1.324825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -13248266.000000 Penalty: 3753.771729
	Iteration 98Q: 3 clusters Score -1.324827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -13248268.000000 Penalty: 3753.771729
	Iteration 99Q: 3 clusters Score -1.324827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -13248274.000000 Penalty: 3753.771729
	Iteration 100F: 3 clusters Score -1.324827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -13248272.000000 Penalty: 3753.771729
	Iteration 101Q: 3 clusters Score -1.324827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -13248301.000000 Penalty: 3753.771729
	Iteration 102Q: 3 clusters Score -1.32483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87853 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -13248334.000000 Penalty: 3753.771729
	Iteration 103Q: 3 clusters Score -1.324833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -13248331.000000 Penalty: 3753.771729
	Iteration 104Q: 3 clusters Score -1.324833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -13248325.000000 Penalty: 3753.771729
	Iteration 105Q: 3 clusters Score -1.324832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -13248325.000000 Penalty: 3753.771729
	Iteration 106Q: 3 clusters Score -1.324832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -13248316.000000 Penalty: 3753.771729
	Iteration 107Q: 3 clusters Score -1.324832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -13248312.000000 Penalty: 3753.771729
	Iteration 108Q: 3 clusters Score -1.324831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -13248325.000000 Penalty: 3753.771729
	Iteration 109Q: 3 clusters Score -1.324832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -13248328.000000 Penalty: 3753.771729
	Iteration 110Q: 3 clusters Score -1.324833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87897 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -13248329.000000 Penalty: 3753.771729
	Iteration 111Q: 3 clusters Score -1.324833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -13248328.000000 Penalty: 3753.771729
	Iteration 112Q: 3 clusters Score -1.324833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -13248331.000000 Penalty: 3753.771729
	Iteration 113Q: 3 clusters Score -1.324833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -13248332.000000 Penalty: 3753.771729
	Iteration 114Q: 3 clusters Score -1.324833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -13248336.000000 Penalty: 3753.771729
	Iteration 115Q: 3 clusters Score -1.324834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -13248342.000000 Penalty: 3753.771729
	Iteration 116Q: 3 clusters Score -1.324834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -13248335.000000 Penalty: 3753.771729
	Iteration 117Q: 3 clusters Score -1.324834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -13248350.000000 Penalty: 3753.771729
	Iteration 118Q: 3 clusters Score -1.324835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -13248327.000000 Penalty: 3753.771729
	Iteration 119Q: 3 clusters Score -1.324833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -13248325.000000 Penalty: 3753.771729
	Iteration 120F: 3 clusters Score -1.324832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -13248328.000000 Penalty: 3753.771729
	Iteration 121Q: 3 clusters Score -1.324833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -13248334.000000 Penalty: 3753.771729
	Iteration 122Q: 3 clusters Score -1.324833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -13248327.000000 Penalty: 3753.771729
	Iteration 123Q: 3 clusters Score -1.324833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87958 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -13248323.000000 Penalty: 3753.771729
	Iteration 124Q: 3 clusters Score -1.324832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -13248321.000000 Penalty: 3753.771729
	Iteration 125Q: 3 clusters Score -1.324832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -13248321.000000 Penalty: 3753.771729
	Iteration 126Q: 3 clusters Score -1.324832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -13248319.000000 Penalty: 3753.771729
	Iteration 127Q: 3 clusters Score -1.324832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -13248315.000000 Penalty: 3753.771729
	Iteration 128Q: 3 clusters Score -1.324832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -13248328.000000 Penalty: 3753.771729
	Iteration 129Q: 3 clusters Score -1.324833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -13248328.000000 Penalty: 3753.771729
	Iteration 130F: 3 clusters Score -1.324833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (90734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Entering Unmasked Estep 
Score: -11598714.000000 Penalty: 1855.049194
	Iteration 0F: 2 clusters Score -1.159871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -11556146.000000 Penalty: 3710.098389
	Iteration 0F: 3 clusters Score -1.155615e+07 nChanged 43260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -11581607.000000 Penalty: 3710.098389
	Iteration 1F: 3 clusters Score -1.158161e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -11582865.000000 Penalty: 3710.098389
	Iteration 2Q: 3 clusters Score -1.158286e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -11584658.000000 Penalty: 3710.098389
	Iteration 3Q: 3 clusters Score -1.158466e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -11587172.000000 Penalty: 3710.098389
	Iteration 4F: 3 clusters Score -1.158717e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -11590564.000000 Penalty: 3710.098389
	Iteration 5F: 3 clusters Score -1.159056e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -11594456.000000 Penalty: 3710.098389
	Iteration 6F: 3 clusters Score -1.159446e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -11597995.000000 Penalty: 3710.098389
	Iteration 7F: 3 clusters Score -1.1598e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -11600683.000000 Penalty: 3710.098389
	Iteration 8F: 3 clusters Score -1.160068e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -11602160.000000 Penalty: 3710.098389
	Iteration 9Q: 3 clusters Score -1.160216e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -11602673.000000 Penalty: 3710.098389
	Iteration 10Q: 3 clusters Score -1.160267e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -11602952.000000 Penalty: 3710.098389
	Iteration 11Q: 3 clusters Score -1.160295e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -11603189.000000 Penalty: 3710.098389
	Iteration 12Q: 3 clusters Score -1.160319e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -11603383.000000 Penalty: 3710.098389
	Iteration 13Q: 3 clusters Score -1.160338e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -11603615.000000 Penalty: 3710.098389
	Iteration 14Q: 3 clusters Score -1.160362e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -11603823.000000 Penalty: 3710.098389
	Iteration 15Q: 3 clusters Score -1.160382e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -11604006.000000 Penalty: 3710.098389
	Iteration 16Q: 3 clusters Score -1.160401e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -11604308.000000 Penalty: 3710.098389
	Iteration 17Q: 3 clusters Score -1.160431e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -11604508.000000 Penalty: 3710.098389
	Iteration 18Q: 3 clusters Score -1.160451e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -11604756.000000 Penalty: 3710.098389
	Iteration 19Q: 3 clusters Score -1.160476e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -11605007.000000 Penalty: 3710.098389
	Iteration 20F: 3 clusters Score -1.160501e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -11605217.000000 Penalty: 3710.098389
	Iteration 21Q: 3 clusters Score -1.160522e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -11605407.000000 Penalty: 3710.098389
	Iteration 22Q: 3 clusters Score -1.160541e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -11605708.000000 Penalty: 3710.098389
	Iteration 23Q: 3 clusters Score -1.160571e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -11605929.000000 Penalty: 3710.098389
	Iteration 24Q: 3 clusters Score -1.160593e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -11606191.000000 Penalty: 3710.098389
	Iteration 25Q: 3 clusters Score -1.160619e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -11606390.000000 Penalty: 3710.098389
	Iteration 26Q: 3 clusters Score -1.160639e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -11606591.000000 Penalty: 3710.098389
	Iteration 27Q: 3 clusters Score -1.160659e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -11606770.000000 Penalty: 3710.098389
	Iteration 28Q: 3 clusters Score -1.160677e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -11606954.000000 Penalty: 3710.098389
	Iteration 29Q: 3 clusters Score -1.160695e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -11607135.000000 Penalty: 3710.098389
	Iteration 30Q: 3 clusters Score -1.160714e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -11607278.000000 Penalty: 3710.098389
	Iteration 31Q: 3 clusters Score -1.160728e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -11607482.000000 Penalty: 3710.098389
	Iteration 32Q: 3 clusters Score -1.160748e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -11607716.000000 Penalty: 3710.098389
	Iteration 33Q: 3 clusters Score -1.160772e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -11607985.000000 Penalty: 3710.098389
	Iteration 34Q: 3 clusters Score -1.160798e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -11608080.000000 Penalty: 3710.098389
	Iteration 35Q: 3 clusters Score -1.160808e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -11608191.000000 Penalty: 3710.098389
	Iteration 36Q: 3 clusters Score -1.160819e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -11608331.000000 Penalty: 3710.098389
	Iteration 37Q: 3 clusters Score -1.160833e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -11608231.000000 Penalty: 3710.098389
	Iteration 38Q: 3 clusters Score -1.160823e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -11608323.000000 Penalty: 3710.098389
	Iteration 39Q: 3 clusters Score -1.160832e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -11608753.000000 Penalty: 3710.098389
	Iteration 40F: 3 clusters Score -1.160875e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -11609108.000000 Penalty: 3710.098389
	Iteration 41Q: 3 clusters Score -1.160911e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -11609434.000000 Penalty: 3710.098389
	Iteration 42Q: 3 clusters Score -1.160943e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -11609596.000000 Penalty: 3710.098389
	Iteration 43Q: 3 clusters Score -1.16096e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -11609685.000000 Penalty: 3710.098389
	Iteration 44Q: 3 clusters Score -1.160968e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -11609802.000000 Penalty: 3710.098389
	Iteration 45Q: 3 clusters Score -1.16098e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -11609920.000000 Penalty: 3710.098389
	Iteration 46Q: 3 clusters Score -1.160992e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -11609998.000000 Penalty: 3710.098389
	Iteration 47Q: 3 clusters Score -1.161e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -11609998.000000 Penalty: 3710.098389
	Iteration 48Q: 3 clusters Score -1.161e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -11609936.000000 Penalty: 3710.098389
	Iteration 49Q: 3 clusters Score -1.160994e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -11609951.000000 Penalty: 3710.098389
	Iteration 50Q: 3 clusters Score -1.160995e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -11609879.000000 Penalty: 3710.098389
	Iteration 51Q: 3 clusters Score -1.160988e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -11609898.000000 Penalty: 3710.098389
	Iteration 52Q: 3 clusters Score -1.16099e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -11609844.000000 Penalty: 3710.098389
	Iteration 53Q: 3 clusters Score -1.160984e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -11609786.000000 Penalty: 3710.098389
	Iteration 54Q: 3 clusters Score -1.160979e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -11609781.000000 Penalty: 3710.098389
	Iteration 55Q: 3 clusters Score -1.160978e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -11609742.000000 Penalty: 3710.098389
	Iteration 56Q: 3 clusters Score -1.160974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -11609731.000000 Penalty: 3710.098389
	Iteration 57Q: 3 clusters Score -1.160973e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -11609706.000000 Penalty: 3710.098389
	Iteration 58Q: 3 clusters Score -1.160971e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -11609667.000000 Penalty: 3710.098389
	Iteration 59Q: 3 clusters Score -1.160967e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -11609647.000000 Penalty: 3710.098389
	Iteration 60F: 3 clusters Score -1.160965e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -11609603.000000 Penalty: 3710.098389
	Iteration 61Q: 3 clusters Score -1.16096e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -11609575.000000 Penalty: 3710.098389
	Iteration 62Q: 3 clusters Score -1.160958e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -11609551.000000 Penalty: 3710.098389
	Iteration 63Q: 3 clusters Score -1.160955e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -11609544.000000 Penalty: 3710.098389
	Iteration 64Q: 3 clusters Score -1.160954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -11609512.000000 Penalty: 3710.098389
	Iteration 65Q: 3 clusters Score -1.160951e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -11609508.000000 Penalty: 3710.098389
	Iteration 66Q: 3 clusters Score -1.160951e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -11609470.000000 Penalty: 3710.098389
	Iteration 67Q: 3 clusters Score -1.160947e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -11609462.000000 Penalty: 3710.098389
	Iteration 68Q: 3 clusters Score -1.160946e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -11609428.000000 Penalty: 3710.098389
	Iteration 69Q: 3 clusters Score -1.160943e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -11609418.000000 Penalty: 3710.098389
	Iteration 70Q: 3 clusters Score -1.160942e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -11609400.000000 Penalty: 3710.098389
	Iteration 71Q: 3 clusters Score -1.16094e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -11609364.000000 Penalty: 3710.098389
	Iteration 72Q: 3 clusters Score -1.160936e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -11609366.000000 Penalty: 3710.098389
	Iteration 73Q: 3 clusters Score -1.160937e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -11609371.000000 Penalty: 3710.098389
	Iteration 74Q: 3 clusters Score -1.160937e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -11609365.000000 Penalty: 3710.098389
	Iteration 75Q: 3 clusters Score -1.160936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -11609355.000000 Penalty: 3710.098389
	Iteration 76Q: 3 clusters Score -1.160936e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -11609362.000000 Penalty: 3710.098389
	Iteration 77Q: 3 clusters Score -1.160936e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -11609320.000000 Penalty: 3710.098389
	Iteration 78Q: 3 clusters Score -1.160932e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -11609295.000000 Penalty: 3710.098389
	Iteration 79Q: 3 clusters Score -1.16093e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -11609291.000000 Penalty: 3710.098389
	Iteration 80F: 3 clusters Score -1.160929e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -11609264.000000 Penalty: 3710.098389
	Iteration 81Q: 3 clusters Score -1.160926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -11609253.000000 Penalty: 3710.098389
	Iteration 82Q: 3 clusters Score -1.160925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -11609248.000000 Penalty: 3710.098389
	Iteration 83Q: 3 clusters Score -1.160925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -11609229.000000 Penalty: 3710.098389
	Iteration 84Q: 3 clusters Score -1.160923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -11609209.000000 Penalty: 3710.098389
	Iteration 85Q: 3 clusters Score -1.160921e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -11609227.000000 Penalty: 3710.098389
	Iteration 86Q: 3 clusters Score -1.160923e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -11609221.000000 Penalty: 3710.098389
	Iteration 87Q: 3 clusters Score -1.160922e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -11609205.000000 Penalty: 3710.098389
	Iteration 88Q: 3 clusters Score -1.16092e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -11609181.000000 Penalty: 3710.098389
	Iteration 89Q: 3 clusters Score -1.160918e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -11609200.000000 Penalty: 3710.098389
	Iteration 90Q: 3 clusters Score -1.16092e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -11609127.000000 Penalty: 3710.098389
	Iteration 91Q: 3 clusters Score -1.160913e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -11609102.000000 Penalty: 3710.098389
	Iteration 92Q: 3 clusters Score -1.16091e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -11609080.000000 Penalty: 3710.098389
	Iteration 93Q: 3 clusters Score -1.160908e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -11609055.000000 Penalty: 3710.098389
	Iteration 94Q: 3 clusters Score -1.160906e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.160896e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -11608938.000000 Penalty: 3710.098389
	Iteration 96Q: 3 clusters Score -1.160894e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -11608899.000000 Penalty: 3710.098389
	Iteration 97Q: 3 clusters Score -1.16089e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -11608891.000000 Penalty: 3710.098389
	Iteration 98Q: 3 clusters Score -1.160889e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -11608830.000000 Penalty: 3710.098389
	Iteration 99Q: 3 clusters Score -1.160883e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -11608776.000000 Penalty: 3710.098389
	Iteration 100F: 3 clusters Score -1.160878e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -11608747.000000 Penalty: 3710.098389
	Iteration 101Q: 3 clusters Score -1.160875e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -11608693.000000 Penalty: 3710.098389
	Iteration 102Q: 3 clusters Score -1.160869e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -11608628.000000 Penalty: 3710.098389
	Iteration 103Q: 3 clusters Score -1.160863e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -11608560.000000 Penalty: 3710.098389
	Iteration 104Q: 3 clusters Score -1.160856e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -11608526.000000 Penalty: 3710.098389
	Iteration 105Q: 3 clusters Score -1.160853e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -11608448.000000 Penalty: 3710.098389
	Iteration 106Q: 3 clusters Score -1.160845e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -11608369.000000 Penalty: 3710.098389
	Iteration 107Q: 3 clusters Score -1.160837e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -11608352.000000 Penalty: 3710.098389
	Iteration 108Q: 3 clusters Score -1.160835e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -11608303.000000 Penalty: 3710.098389
	Iteration 109Q: 3 clusters Score -1.16083e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -11608273.000000 Penalty: 3710.098389
	Iteration 110Q: 3 clusters Score -1.160827e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -11608176.000000 Penalty: 3710.098389
	Iteration 111Q: 3 clusters Score -1.160818e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -11608155.000000 Penalty: 3710.098389
	Iteration 112Q: 3 clusters Score -1.160816e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -11608070.000000 Penalty: 3710.098389
	Iteration 113Q: 3 clusters Score -1.160807e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -11607978.000000 Penalty: 3710.098389
	Iteration 114Q: 3 clusters Score -1.160798e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -11607942.000000 Penalty: 3710.098389
	Iteration 115Q: 3 clusters Score -1.160794e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -11607819.000000 Penalty: 3710.098389
	Iteration 116Q: 3 clusters Score -1.160782e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -11607719.000000 Penalty: 3710.098389
	Iteration 117Q: 3 clusters Score -1.160772e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -11607628.000000 Penalty: 3710.098389
	Iteration 118Q: 3 clusters Score -1.160763e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -11607577.000000 Penalty: 3710.098389
	Iteration 119Q: 3 clusters Score -1.160758e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -11607564.000000 Penalty: 3710.098389
	Iteration 120F: 3 clusters Score -1.160756e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -11607522.000000 Penalty: 3710.098389
	Iteration 121Q: 3 clusters Score -1.160752e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -11607427.000000 Penalty: 3710.098389
	Iteration 122Q: 3 clusters Score -1.160743e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -11607334.000000 Penalty: 3710.098389
	Iteration 123Q: 3 clusters Score -1.160733e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -11607249.000000 Penalty: 3710.098389
	Iteration 124Q: 3 clusters Score -1.160725e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -11607156.000000 Penalty: 3710.098389
	Iteration 125Q: 3 clusters Score -1.160716e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -11607101.000000 Penalty: 3710.098389
	Iteration 126Q: 3 clusters Score -1.16071e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -11607040.000000 Penalty: 3710.098389
	Iteration 127Q: 3 clusters Score -1.160704e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -11606947.000000 Penalty: 3710.098389
	Iteration 128Q: 3 clusters Score -1.160695e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -11606937.000000 Penalty: 3710.098389
	Iteration 129Q: 3 clusters Score -1.160694e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -11606897.000000 Penalty: 3710.098389
	Iteration 130Q: 3 clusters Score -1.16069e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -11606877.000000 Penalty: 3710.098389
	Iteration 131Q: 3 clusters Score -1.160688e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -11606840.000000 Penalty: 3710.098389
	Iteration 132Q: 3 clusters Score -1.160684e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -11606808.000000 Penalty: 3710.098389
	Iteration 133Q: 3 clusters Score -1.160681e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -11606785.000000 Penalty: 3710.098389
	Iteration 134Q: 3 clusters Score -1.160678e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -11606739.000000 Penalty: 3710.098389
	Iteration 135Q: 3 clusters Score -1.160674e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -11606733.000000 Penalty: 3710.098389
	Iteration 136Q: 3 clusters Score -1.160673e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -11606731.000000 Penalty: 3710.098389
	Iteration 137Q: 3 clusters Score -1.160673e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -11606697.000000 Penalty: 3710.098389
	Iteration 138Q: 3 clusters Score -1.16067e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -11606722.000000 Penalty: 3710.098389
	Iteration 139Q: 3 clusters Score -1.160672e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -11606686.000000 Penalty: 3710.098389
	Iteration 140F: 3 clusters Score -1.160669e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.16067e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -11606677.000000 Penalty: 3710.098389
	Iteration 142Q: 3 clusters Score -1.160668e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -11606691.000000 Penalty: 3710.098389
	Iteration 143Q: 3 clusters Score -1.160669e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.16067e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -11606662.000000 Penalty: 3710.098389
	Iteration 145Q: 3 clusters Score -1.160666e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -11606658.000000 Penalty: 3710.098389
	Iteration 146Q: 3 clusters Score -1.160666e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -11606616.000000 Penalty: 3710.098389
	Iteration 147Q: 3 clusters Score -1.160662e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -11606604.000000 Penalty: 3710.098389
	Iteration 148Q: 3 clusters Score -1.16066e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -11606592.000000 Penalty: 3710.098389
	Iteration 149Q: 3 clusters Score -1.160659e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -11606581.000000 Penalty: 3710.098389
	Iteration 150Q: 3 clusters Score -1.160658e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -11606567.000000 Penalty: 3710.098389
	Iteration 151Q: 3 clusters Score -1.160657e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -11606572.000000 Penalty: 3710.098389
	Iteration 152Q: 3 clusters Score -1.160657e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -11606582.000000 Penalty: 3710.098389
	Iteration 153Q: 3 clusters Score -1.160658e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -11606572.000000 Penalty: 3710.098389
	Iteration 154Q: 3 clusters Score -1.160657e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -11606575.000000 Penalty: 3710.098389
	Iteration 155Q: 3 clusters Score -1.160658e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.160656e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -11606543.000000 Penalty: 3710.098389
	Iteration 157Q: 3 clusters Score -1.160654e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -11606536.000000 Penalty: 3710.098389
	Iteration 158Q: 3 clusters Score -1.160654e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -11606528.000000 Penalty: 3710.098389
	Iteration 159Q: 3 clusters Score -1.160653e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -11606503.000000 Penalty: 3710.098389
	Iteration 160F: 3 clusters Score -1.16065e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -11606495.000000 Penalty: 3710.098389
	Iteration 161Q: 3 clusters Score -1.16065e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.16065e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -11606510.000000 Penalty: 3710.098389
	Iteration 163Q: 3 clusters Score -1.160651e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -11606497.000000 Penalty: 3710.098389
	Iteration 164Q: 3 clusters Score -1.16065e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -11606496.000000 Penalty: 3710.098389
	Iteration 165Q: 3 clusters Score -1.16065e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -11606498.000000 Penalty: 3710.098389
	Iteration 166Q: 3 clusters Score -1.16065e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.160649e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.160651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -11606522.000000 Penalty: 3710.098389
	Iteration 169Q: 3 clusters Score -1.160652e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.160652e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -11606516.000000 Penalty: 3710.098389
	Iteration 171Q: 3 clusters Score -1.160652e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.160652e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -11606525.000000 Penalty: 3710.098389
	Iteration 173Q: 3 clusters Score -1.160652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -11606513.000000 Penalty: 3710.098389
	Iteration 174Q: 3 clusters Score -1.160651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -11606528.000000 Penalty: 3710.098389
	Iteration 175Q: 3 clusters Score -1.160653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.160652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -11606538.000000 Penalty: 3710.098389
	Iteration 177Q: 3 clusters Score -1.160654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -11606531.000000 Penalty: 3710.098389
	Iteration 178Q: 3 clusters Score -1.160653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -11606525.000000 Penalty: 3710.098389
	Iteration 179Q: 3 clusters Score -1.160652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -11606535.000000 Penalty: 3710.098389
	Iteration 180F: 3 clusters Score -1.160654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.160654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -11606534.000000 Penalty: 3710.098389
	Iteration 182Q: 3 clusters Score -1.160653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -11606536.000000 Penalty: 3710.098389
	Iteration 183Q: 3 clusters Score -1.160654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -11606541.000000 Penalty: 3710.098389
	Iteration 184Q: 3 clusters Score -1.160654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -11606542.000000 Penalty: 3710.098389
	Iteration 185Q: 3 clusters Score -1.160654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -11606549.000000 Penalty: 3710.098389
	Iteration 186Q: 3 clusters Score -1.160655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -11606549.000000 Penalty: 3710.098389
	Iteration 187F: 3 clusters Score -1.160655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 16683 members 
Mstep: Class 4 contains 53372 members 
Mstep: Class 5 contains 70142 members 
Mstep: Class 6 contains 103784 members 
Mstep: Class 9 contains 37362 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 14 contains 62452 members 
Mstep: Class 15 contains 52132 members 
Mstep: Class 16 contains 38076 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 21 contains 63054 members 
Entering Unmasked Estep 
Score: -65771444.000000 Penalty: 27827.835938
Splitting cluster 9 changes total score from -65764436.000000 to -65771444.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -57974.941406 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -57974.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57263.050781 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -57263.05 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57945.117188 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -57945.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58549.636719 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -58549.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -59288.468750 Penalty: 2069.102783
	Iteration 3F: 3 clusters Score -59288.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -59384.882812 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -59384.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -59397.820312 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -59397.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -59404.652344 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -59404.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -59409.171875 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -59409.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -59410.394531 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -59410.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -59429.730469 Penalty: 2069.102783
	Iteration 9F: 3 clusters Score -59429.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -59534.398438 Penalty: 2069.102783
	Iteration 10Q: 3 clusters Score -59534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -59573.601562 Penalty: 2069.102783
	Iteration 11Q: 3 clusters Score -59573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -59592.675781 Penalty: 2069.102783
	Iteration 12Q: 3 clusters Score -59592.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -59592.675781 Penalty: 2069.102783
	Iteration 13F: 3 clusters Score -59592.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 16683 members 
Mstep: Class 4 contains 53372 members 
Mstep: Class 5 contains 70142 members 
Mstep: Class 6 contains 103784 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 9 contains 37362 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 14 contains 62452 members 
Mstep: Class 15 contains 52132 members 
Mstep: Class 16 contains 38076 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 21 contains 63054 members 
Entering Unmasked Estep 
Score: -65771932.000000 Penalty: 29968.439453
Splitting cluster 11 changes total score from -65764436.000000 to -65771932.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 14 (62452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Entering Unmasked Estep 
Score: -7914293.000000 Penalty: 1794.349976
	Iteration 0F: 2 clusters Score -7914293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -7872890.000000 Penalty: 3588.699951
	Iteration 0F: 3 clusters Score -7872890 nChanged 29416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -7889796.500000 Penalty: 3588.699951
	Iteration 1F: 3 clusters Score -7889796 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -7890559.500000 Penalty: 3588.699951
	Iteration 2Q: 3 clusters Score -7890560 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -7891777.500000 Penalty: 3588.699951
	Iteration 3Q: 3 clusters Score -7891778 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -7893530.000000 Penalty: 3588.699951
	Iteration 4F: 3 clusters Score -7893530 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7896162.000000 Penalty: 3588.699951
	Iteration 5F: 3 clusters Score -7896162 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -7899713.500000 Penalty: 3588.699951
	Iteration 6F: 3 clusters Score -7899714 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -7903796.500000 Penalty: 3588.699951
	Iteration 7F: 3 clusters Score -7903796 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -7907280.500000 Penalty: 3588.699951
	Iteration 8F: 3 clusters Score -7907280 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -7909568.000000 Penalty: 3588.699951
	Iteration 9Q: 3 clusters Score -7909568 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -7910794.500000 Penalty: 3588.699951
	Iteration 10Q: 3 clusters Score -7910794 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -7911548.000000 Penalty: 3588.699951
	Iteration 11Q: 3 clusters Score -7911548 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -7912003.000000 Penalty: 3588.699951
	Iteration 12Q: 3 clusters Score -7912003 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -7912290.000000 Penalty: 3588.699951
	Iteration 13Q: 3 clusters Score -7912290 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -7912541.000000 Penalty: 3588.699951
	Iteration 14Q: 3 clusters Score -7912541 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -7912695.500000 Penalty: 3588.699951
	Iteration 15Q: 3 clusters Score -7912696 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -7912811.500000 Penalty: 3588.699951
	Iteration 16Q: 3 clusters Score -7912812 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7912927.500000 Penalty: 3588.699951
	Iteration 17Q: 3 clusters Score -7912928 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -7912993.000000 Penalty: 3588.699951
	Iteration 18Q: 3 clusters Score -7912993 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -7913053.000000 Penalty: 3588.699951
	Iteration 19Q: 3 clusters Score -7913053 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -7913082.000000 Penalty: 3588.699951
	Iteration 20F: 3 clusters Score -7913082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -7913120.500000 Penalty: 3588.699951
	Iteration 21Q: 3 clusters Score -7913120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7913169.500000 Penalty: 3588.699951
	Iteration 22Q: 3 clusters Score -7913170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -7913198.000000 Penalty: 3588.699951
	Iteration 23Q: 3 clusters Score -7913198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7913223.000000 Penalty: 3588.699951
	Iteration 24Q: 3 clusters Score -7913223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -7913241.500000 Penalty: 3588.699951
	Iteration 25Q: 3 clusters Score -7913242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -7913250.000000 Penalty: 3588.699951
	Iteration 26Q: 3 clusters Score -7913250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -7913268.000000 Penalty: 3588.699951
	Iteration 27Q: 3 clusters Score -7913268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -7913277.500000 Penalty: 3588.699951
	Iteration 28Q: 3 clusters Score -7913278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -7913280.500000 Penalty: 3588.699951
	Iteration 29Q: 3 clusters Score -7913280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -7913282.000000 Penalty: 3588.699951
	Iteration 30Q: 3 clusters Score -7913282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -7913289.500000 Penalty: 3588.699951
	Iteration 31Q: 3 clusters Score -7913290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -7913291.000000 Penalty: 3588.699951
	Iteration 32Q: 3 clusters Score -7913291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -7913306.000000 Penalty: 3588.699951
	Iteration 33Q: 3 clusters Score -7913306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -7913298.500000 Penalty: 3588.699951
	Iteration 34Q: 3 clusters Score -7913298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -7913309.000000 Penalty: 3588.699951
	Iteration 35Q: 3 clusters Score -7913309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -7913314.500000 Penalty: 3588.699951
	Iteration 36Q: 3 clusters Score -7913314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -7913313.000000 Penalty: 3588.699951
	Iteration 37Q: 3 clusters Score -7913313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -7913308.000000 Penalty: 3588.699951
	Iteration 38Q: 3 clusters Score -7913308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -7913311.000000 Penalty: 3588.699951
	Iteration 39Q: 3 clusters Score -7913311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -7913326.000000 Penalty: 3588.699951
	Iteration 40F: 3 clusters Score -7913326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -7913344.500000 Penalty: 3588.699951
	Iteration 41Q: 3 clusters Score -7913344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -7913338.000000 Penalty: 3588.699951
	Iteration 42Q: 3 clusters Score -7913338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -7913336.000000 Penalty: 3588.699951
	Iteration 43Q: 3 clusters Score -7913336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -7913350.000000 Penalty: 3588.699951
	Iteration 44Q: 3 clusters Score -7913350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -7913341.500000 Penalty: 3588.699951
	Iteration 45Q: 3 clusters Score -7913342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -7913359.000000 Penalty: 3588.699951
	Iteration 46Q: 3 clusters Score -7913359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -7913358.000000 Penalty: 3588.699951
	Iteration 47Q: 3 clusters Score -7913358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -7913368.000000 Penalty: 3588.699951
	Iteration 48Q: 3 clusters Score -7913368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -7913367.000000 Penalty: 3588.699951
	Iteration 49Q: 3 clusters Score -7913367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -7913374.500000 Penalty: 3588.699951
	Iteration 50Q: 3 clusters Score -7913374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -7913372.000000 Penalty: 3588.699951
	Iteration 51Q: 3 clusters Score -7913372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -7913372.000000 Penalty: 3588.699951
	Iteration 52F: 3 clusters Score -7913372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Entering Unmasked Estep 
Score: -6616658.500000 Penalty: 1764.999268
	Iteration 0F: 2 clusters Score -6616658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -6582117.500000 Penalty: 3529.998535
	Iteration 0F: 3 clusters Score -6582118 nChanged 24520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -6595974.000000 Penalty: 3529.998535
	Iteration 1F: 3 clusters Score -6595974 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -6596492.000000 Penalty: 3529.998535
	Iteration 2Q: 3 clusters Score -6596492 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -6597131.500000 Penalty: 3529.998535
	Iteration 3Q: 3 clusters Score -6597132 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -6598025.000000 Penalty: 3529.998535
	Iteration 4Q: 3 clusters Score -6598025 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -6599302.500000 Penalty: 3529.998535
	Iteration 5Q: 3 clusters Score -6599302 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6601177.500000 Penalty: 3529.998535
	Iteration 6F: 3 clusters Score -6601178 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -6603875.500000 Penalty: 3529.998535
	Iteration 7F: 3 clusters Score -6603876 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -6607053.500000 Penalty: 3529.998535
	Iteration 8F: 3 clusters Score -6607054 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -6609937.000000 Penalty: 3529.998535
	Iteration 9F: 3 clusters Score -6609937 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -6612083.500000 Penalty: 3529.998535
	Iteration 10Q: 3 clusters Score -6612084 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6613496.000000 Penalty: 3529.998535
	Iteration 11Q: 3 clusters Score -6613496 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -6614338.000000 Penalty: 3529.998535
	Iteration 12Q: 3 clusters Score -6614338 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -6614866.000000 Penalty: 3529.998535
	Iteration 13Q: 3 clusters Score -6614866 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6615204.500000 Penalty: 3529.998535
	Iteration 14Q: 3 clusters Score -6615204 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -6615377.500000 Penalty: 3529.998535
	Iteration 15Q: 3 clusters Score -6615378 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -6615492.000000 Penalty: 3529.998535
	Iteration 16Q: 3 clusters Score -6615492 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6615592.500000 Penalty: 3529.998535
	Iteration 17Q: 3 clusters Score -6615592 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -6615649.000000 Penalty: 3529.998535
	Iteration 18Q: 3 clusters Score -6615649 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -6615696.500000 Penalty: 3529.998535
	Iteration 19Q: 3 clusters Score -6615696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6615727.500000 Penalty: 3529.998535
	Iteration 20F: 3 clusters Score -6615728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6615753.500000 Penalty: 3529.998535
	Iteration 21Q: 3 clusters Score -6615754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6615773.500000 Penalty: 3529.998535
	Iteration 22Q: 3 clusters Score -6615774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -6615785.000000 Penalty: 3529.998535
	Iteration 23Q: 3 clusters Score -6615785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -6615778.000000 Penalty: 3529.998535
	Iteration 24Q: 3 clusters Score -6615778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -6615792.500000 Penalty: 3529.998535
	Iteration 25Q: 3 clusters Score -6615792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -6615802.500000 Penalty: 3529.998535
	Iteration 26Q: 3 clusters Score -6615802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -6615805.000000 Penalty: 3529.998535
	Iteration 27Q: 3 clusters Score -6615805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -6615805.000000 Penalty: 3529.998535
	Iteration 28Q: 3 clusters Score -6615805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -6615812.500000 Penalty: 3529.998535
	Iteration 29Q: 3 clusters Score -6615812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -6615803.500000 Penalty: 3529.998535
	Iteration 30Q: 3 clusters Score -6615804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -6615803.500000 Penalty: 3529.998535
	Iteration 31Q: 3 clusters Score -6615804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6615804.000000 Penalty: 3529.998535
	Iteration 32Q: 3 clusters Score -6615804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -6615813.500000 Penalty: 3529.998535
	Iteration 33Q: 3 clusters Score -6615814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -6615813.000000 Penalty: 3529.998535
	Iteration 34Q: 3 clusters Score -6615813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -6615815.000000 Penalty: 3529.998535
	Iteration 35Q: 3 clusters Score -6615815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -6615815.000000 Penalty: 3529.998535
	Iteration 36F: 3 clusters Score -6615815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Entering Unmasked Estep 
Score: -4937032.000000 Penalty: 1713.942627
	Iteration 0F: 2 clusters Score -4937032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4911526.000000 Penalty: 3427.885254
	Iteration 0F: 3 clusters Score -4911526 nChanged 17773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -4921498.000000 Penalty: 3427.885254
	Iteration 1F: 3 clusters Score -4921498 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4922006.000000 Penalty: 3427.885254
	Iteration 2Q: 3 clusters Score -4922006 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4922510.500000 Penalty: 3427.885254
	Iteration 3Q: 3 clusters Score -4922510 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4923212.500000 Penalty: 3427.885254
	Iteration 4Q: 3 clusters Score -4923212 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -4924103.500000 Penalty: 3427.885254
	Iteration 5Q: 3 clusters Score -4924104 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -4925374.000000 Penalty: 3427.885254
	Iteration 6F: 3 clusters Score -4925374 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -4927013.500000 Penalty: 3427.885254
	Iteration 7F: 3 clusters Score -4927014 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4928939.000000 Penalty: 3427.885254
	Iteration 8F: 3 clusters Score -4928939 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4930887.500000 Penalty: 3427.885254
	Iteration 9F: 3 clusters Score -4930888 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4932567.000000 Penalty: 3427.885254
	Iteration 10F: 3 clusters Score -4932567 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4933817.000000 Penalty: 3427.885254
	Iteration 11Q: 3 clusters Score -4933817 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -4934589.000000 Penalty: 3427.885254
	Iteration 12Q: 3 clusters Score -4934589 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4935013.500000 Penalty: 3427.885254
	Iteration 13Q: 3 clusters Score -4935014 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4935216.500000 Penalty: 3427.885254
	Iteration 14Q: 3 clusters Score -4935216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -4935321.000000 Penalty: 3427.885254
	Iteration 15Q: 3 clusters Score -4935321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4935386.000000 Penalty: 3427.885254
	Iteration 16Q: 3 clusters Score -4935386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4935419.000000 Penalty: 3427.885254
	Iteration 17Q: 3 clusters Score -4935419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4935440.000000 Penalty: 3427.885254
	Iteration 18Q: 3 clusters Score -4935440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4935471.000000 Penalty: 3427.885254
	Iteration 19Q: 3 clusters Score -4935471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4935488.500000 Penalty: 3427.885254
	Iteration 20F: 3 clusters Score -4935488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -4935502.000000 Penalty: 3427.885254
	Iteration 21Q: 3 clusters Score -4935502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -4935519.000000 Penalty: 3427.885254
	Iteration 22Q: 3 clusters Score -4935519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -4935530.000000 Penalty: 3427.885254
	Iteration 23Q: 3 clusters Score -4935530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4935532.500000 Penalty: 3427.885254
	Iteration 24Q: 3 clusters Score -4935532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -4935540.500000 Penalty: 3427.885254
	Iteration 25Q: 3 clusters Score -4935540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -4935541.500000 Penalty: 3427.885254
	Iteration 26Q: 3 clusters Score -4935542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -4935541.500000 Penalty: 3427.885254
	Iteration 27F: 3 clusters Score -4935542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Entering Unmasked Estep 
Score: -1866349.875000 Penalty: 1559.749023
	Iteration 0F: 2 clusters Score -1866350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1856160.000000 Penalty: 3119.498047
	Iteration 0F: 3 clusters Score -1856160 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1859757.375000 Penalty: 3119.498047
	Iteration 1F: 3 clusters Score -1859757 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1860097.750000 Penalty: 3119.498047
	Iteration 2F: 3 clusters Score -1860098 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1860388.625000 Penalty: 3119.498047
	Iteration 3F: 3 clusters Score -1860389 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1860640.000000 Penalty: 3119.498047
	Iteration 4Q: 3 clusters Score -1860640 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1860851.625000 Penalty: 3119.498047
	Iteration 5Q: 3 clusters Score -1860852 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1861074.250000 Penalty: 3119.498047
	Iteration 6Q: 3 clusters Score -1861074 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1861320.375000 Penalty: 3119.498047
	Iteration 7Q: 3 clusters Score -1861320 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1861610.875000 Penalty: 3119.498047
	Iteration 8Q: 3 clusters Score -1861611 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1861995.750000 Penalty: 3119.498047
	Iteration 9Q: 3 clusters Score -1861996 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1862479.375000 Penalty: 3119.498047
	Iteration 10Q: 3 clusters Score -1862479 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1863015.000000 Penalty: 3119.498047
	Iteration 11Q: 3 clusters Score -1863015 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1863521.500000 Penalty: 3119.498047
	Iteration 12Q: 3 clusters Score -1863522 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1863921.375000 Penalty: 3119.498047
	Iteration 13Q: 3 clusters Score -1863921 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1864162.375000 Penalty: 3119.498047
	Iteration 14Q: 3 clusters Score -1864162 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1864329.500000 Penalty: 3119.498047
	Iteration 15Q: 3 clusters Score -1864330 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1864453.125000 Penalty: 3119.498047
	Iteration 16Q: 3 clusters Score -1864453 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1864579.125000 Penalty: 3119.498047
	Iteration 17Q: 3 clusters Score -1864579 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1864649.750000 Penalty: 3119.498047
	Iteration 18Q: 3 clusters Score -1864650 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1864713.750000 Penalty: 3119.498047
	Iteration 19Q: 3 clusters Score -1864714 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1864760.125000 Penalty: 3119.498047
	Iteration 20F: 3 clusters Score -1864760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1864804.875000 Penalty: 3119.498047
	Iteration 21Q: 3 clusters Score -1864805 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1864830.500000 Penalty: 3119.498047
	Iteration 22Q: 3 clusters Score -1864830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1864862.500000 Penalty: 3119.498047
	Iteration 23Q: 3 clusters Score -1864862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1864879.000000 Penalty: 3119.498047
	Iteration 24Q: 3 clusters Score -1864879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1864900.000000 Penalty: 3119.498047
	Iteration 25Q: 3 clusters Score -1864900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1864917.125000 Penalty: 3119.498047
	Iteration 26Q: 3 clusters Score -1864917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1864937.250000 Penalty: 3119.498047
	Iteration 27Q: 3 clusters Score -1864937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1864960.500000 Penalty: 3119.498047
	Iteration 28Q: 3 clusters Score -1864960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1864971.000000 Penalty: 3119.498047
	Iteration 29Q: 3 clusters Score -1864971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1864977.125000 Penalty: 3119.498047
	Iteration 30Q: 3 clusters Score -1864977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1864982.500000 Penalty: 3119.498047
	Iteration 31Q: 3 clusters Score -1864982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1864989.875000 Penalty: 3119.498047
	Iteration 32Q: 3 clusters Score -1864990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1865000.250000 Penalty: 3119.498047
	Iteration 33Q: 3 clusters Score -1865000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1865002.875000 Penalty: 3119.498047
	Iteration 34Q: 3 clusters Score -1865003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1865009.500000 Penalty: 3119.498047
	Iteration 35Q: 3 clusters Score -1865010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1865019.875000 Penalty: 3119.498047
	Iteration 36Q: 3 clusters Score -1865020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1865022.375000 Penalty: 3119.498047
	Iteration 37Q: 3 clusters Score -1865022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1865023.875000 Penalty: 3119.498047
	Iteration 38Q: 3 clusters Score -1865024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1865026.625000 Penalty: 3119.498047
	Iteration 39Q: 3 clusters Score -1865027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1865030.500000 Penalty: 3119.498047
	Iteration 40F: 3 clusters Score -1865030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1865030.500000 Penalty: 3119.498047
	Iteration 41Q: 3 clusters Score -1865030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1865036.250000 Penalty: 3119.498047
	Iteration 42Q: 3 clusters Score -1865036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1865035.250000 Penalty: 3119.498047
	Iteration 43Q: 3 clusters Score -1865035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1865041.125000 Penalty: 3119.498047
	Iteration 44Q: 3 clusters Score -1865041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1865045.625000 Penalty: 3119.498047
	Iteration 45Q: 3 clusters Score -1865046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1865047.875000 Penalty: 3119.498047
	Iteration 46Q: 3 clusters Score -1865048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1865051.000000 Penalty: 3119.498047
	Iteration 47Q: 3 clusters Score -1865051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1865053.000000 Penalty: 3119.498047
	Iteration 48Q: 3 clusters Score -1865053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1865052.375000 Penalty: 3119.498047
	Iteration 49Q: 3 clusters Score -1865052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1865053.125000 Penalty: 3119.498047
	Iteration 50Q: 3 clusters Score -1865053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1865053.125000 Penalty: 3119.498047
	Iteration 51F: 3 clusters Score -1865053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Entering Unmasked Estep 
Score: -7868700.500000 Penalty: 1795.908813
	Iteration 0F: 2 clusters Score -7868700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -7826579.500000 Penalty: 3591.817627
	Iteration 0F: 3 clusters Score -7826580 nChanged 29733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -7843944.500000 Penalty: 3591.817627
	Iteration 1F: 3 clusters Score -7843944 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -7844814.000000 Penalty: 3591.817627
	Iteration 2Q: 3 clusters Score -7844814 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -7846135.000000 Penalty: 3591.817627
	Iteration 3Q: 3 clusters Score -7846135 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -7848272.000000 Penalty: 3591.817627
	Iteration 4F: 3 clusters Score -7848272 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -7851730.500000 Penalty: 3591.817627
	Iteration 5F: 3 clusters Score -7851730 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -7856209.500000 Penalty: 3591.817627
	Iteration 6F: 3 clusters Score -7856210 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -7860556.500000 Penalty: 3591.817627
	Iteration 7F: 3 clusters Score -7860556 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7863644.000000 Penalty: 3591.817627
	Iteration 8F: 3 clusters Score -7863644 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7865481.500000 Penalty: 3591.817627
	Iteration 9Q: 3 clusters Score -7865482 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7866269.500000 Penalty: 3591.817627
	Iteration 10Q: 3 clusters Score -7866270 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7866661.000000 Penalty: 3591.817627
	Iteration 11Q: 3 clusters Score -7866661 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7866852.500000 Penalty: 3591.817627
	Iteration 12Q: 3 clusters Score -7866852 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7866953.500000 Penalty: 3591.817627
	Iteration 13Q: 3 clusters Score -7866954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7867024.500000 Penalty: 3591.817627
	Iteration 14Q: 3 clusters Score -7867024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7867077.500000 Penalty: 3591.817627
	Iteration 15Q: 3 clusters Score -7867078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7867107.500000 Penalty: 3591.817627
	Iteration 16Q: 3 clusters Score -7867108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7867124.500000 Penalty: 3591.817627
	Iteration 17Q: 3 clusters Score -7867124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7867136.500000 Penalty: 3591.817627
	Iteration 18Q: 3 clusters Score -7867136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7867138.500000 Penalty: 3591.817627
	Iteration 19Q: 3 clusters Score -7867138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7867155.500000 Penalty: 3591.817627
	Iteration 20F: 3 clusters Score -7867156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7867159.000000 Penalty: 3591.817627
	Iteration 21Q: 3 clusters Score -7867159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7867175.500000 Penalty: 3591.817627
	Iteration 22Q: 3 clusters Score -7867176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7867182.000000 Penalty: 3591.817627
	Iteration 23Q: 3 clusters Score -7867182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7867187.500000 Penalty: 3591.817627
	Iteration 24Q: 3 clusters Score -7867188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7867189.500000 Penalty: 3591.817627
	Iteration 25Q: 3 clusters Score -7867190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7867191.000000 Penalty: 3591.817627
	Iteration 26Q: 3 clusters Score -7867191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7867202.500000 Penalty: 3591.817627
	Iteration 27Q: 3 clusters Score -7867202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7867200.000000 Penalty: 3591.817627
	Iteration 28Q: 3 clusters Score -7867200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7867196.000000 Penalty: 3591.817627
	Iteration 29Q: 3 clusters Score -7867196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7867194.500000 Penalty: 3591.817627
	Iteration 30Q: 3 clusters Score -7867194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7867197.500000 Penalty: 3591.817627
	Iteration 31Q: 3 clusters Score -7867198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7867199.000000 Penalty: 3591.817627
	Iteration 32Q: 3 clusters Score -7867199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7867204.000000 Penalty: 3591.817627
	Iteration 33Q: 3 clusters Score -7867204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7867209.000000 Penalty: 3591.817627
	Iteration 34Q: 3 clusters Score -7867209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7867205.500000 Penalty: 3591.817627
	Iteration 35Q: 3 clusters Score -7867206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7867206.500000 Penalty: 3591.817627
	Iteration 36Q: 3 clusters Score -7867206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7867208.500000 Penalty: 3591.817627
	Iteration 37Q: 3 clusters Score -7867208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7867210.500000 Penalty: 3591.817627
	Iteration 38Q: 3 clusters Score -7867210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7867207.000000 Penalty: 3591.817627
	Iteration 39Q: 3 clusters Score -7867207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7867209.500000 Penalty: 3591.817627
	Iteration 40F: 3 clusters Score -7867210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7867207.000000 Penalty: 3591.817627
	Iteration 41Q: 3 clusters Score -7867207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7867207.000000 Penalty: 3591.817627
	Iteration 42F: 3 clusters Score -7867207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 16683 members 
Mstep: Class 5 contains 70142 members 
Mstep: Class 6 contains 103784 members 
Mstep: Class 9 contains 37362 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 14 contains 62452 members 
Mstep: Class 15 contains 52132 members 
Mstep: Class 16 contains 38076 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 21 contains 63054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65776360.000000 Penalty: 29968.439453
Iteration 39Q: 15 clusters Score -6.577636e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3601 members 
Mstep: Class 3 contains 16196 members 
Mstep: Class 4 contains 51007 members 
Mstep: Class 5 contains 69774 members 
Mstep: Class 6 contains 105099 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 9 contains 39615 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 14 contains 61832 members 
Mstep: Class 15 contains 52109 members 
Mstep: Class 16 contains 38404 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 21 contains 62846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65779244.000000 Penalty: 29968.439453
Iteration 40F: 15 clusters Score -6.577924e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 3898 members 
Mstep: Class 3 contains 15621 members 
Mstep: Class 4 contains 52070 members 
Mstep: Class 5 contains 69371 members 
Mstep: Class 6 contains 104146 members 
Mstep: Class 7 contains 124 members 
Mstep: Class 9 contains 41224 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 14 contains 60823 members 
Mstep: Class 15 contains 51986 members 
Mstep: Class 16 contains 38799 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 21 contains 62659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65781436.000000 Penalty: 29968.439453
Iteration 41Q: 15 clusters Score -6.578144e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 14995 members 
Mstep: Class 4 contains 53164 members 
Mstep: Class 5 contains 69170 members 
Mstep: Class 6 contains 103308 members 
Mstep: Class 7 contains 121 members 
Mstep: Class 9 contains 42658 members 
Mstep: Class 11 contains 703 members 
Mstep: Class 14 contains 59700 members 
Mstep: Class 15 contains 51807 members 
Mstep: Class 16 contains 39300 members 
Mstep: Class 19 contains 14338 members 
Mstep: Class 21 contains 62425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65782736.000000 Penalty: 29968.439453
Iteration 42Q: 15 clusters Score -6.578274e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 14424 members 
Mstep: Class 4 contains 54215 members 
Mstep: Class 5 contains 69003 members 
Mstep: Class 6 contains 102608 members 
Mstep: Class 7 contains 120 members 
Mstep: Class 9 contains 43966 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 58578 members 
Mstep: Class 15 contains 51581 members 
Mstep: Class 16 contains 39794 members 
Mstep: Class 19 contains 14135 members 
Mstep: Class 21 contains 62244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783348.000000 Penalty: 29968.439453
Iteration 43Q: 15 clusters Score -6.578335e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4567 members 
Mstep: Class 3 contains 13934 members 
Mstep: Class 4 contains 55238 members 
Mstep: Class 5 contains 68853 members 
Mstep: Class 6 contains 101880 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 45093 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 14 contains 57522 members 
Mstep: Class 15 contains 51388 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 19 contains 13973 members 
Mstep: Class 21 contains 62052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784244.000000 Penalty: 29968.439453
Iteration 44Q: 15 clusters Score -6.578424e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 56262 members 
Mstep: Class 5 contains 68757 members 
Mstep: Class 6 contains 101130 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 45981 members 
Mstep: Class 11 contains 777 members 
Mstep: Class 14 contains 56550 members 
Mstep: Class 15 contains 51264 members 
Mstep: Class 16 contains 40848 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 21 contains 61946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784580.000000 Penalty: 29968.439453
Iteration 45Q: 15 clusters Score -6.578458e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4834 members 
Mstep: Class 3 contains 13061 members 
Mstep: Class 4 contains 57183 members 
Mstep: Class 5 contains 68677 members 
Mstep: Class 6 contains 100398 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 9 contains 46742 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 14 contains 55649 members 
Mstep: Class 15 contains 51195 members 
Mstep: Class 16 contains 41366 members 
Mstep: Class 19 contains 13677 members 
Mstep: Class 21 contains 61878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785008.000000 Penalty: 29968.439453
Iteration 46Q: 15 clusters Score -6.578501e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4943 members 
Mstep: Class 3 contains 12687 members 
Mstep: Class 4 contains 58067 members 
Mstep: Class 5 contains 68645 members 
Mstep: Class 6 contains 99690 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 47278 members 
Mstep: Class 11 contains 816 members 
Mstep: Class 14 contains 54828 members 
Mstep: Class 15 contains 51229 members 
Mstep: Class 16 contains 41825 members 
Mstep: Class 19 contains 13539 members 
Mstep: Class 21 contains 61850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785212.000000 Penalty: 29968.439453
Iteration 47Q: 15 clusters Score -6.578521e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 58855 members 
Mstep: Class 5 contains 68601 members 
Mstep: Class 6 contains 99001 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 47733 members 
Mstep: Class 11 contains 830 members 
Mstep: Class 14 contains 54122 members 
Mstep: Class 15 contains 51258 members 
Mstep: Class 16 contains 42246 members 
Mstep: Class 19 contains 13415 members 
Mstep: Class 21 contains 61890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785412.000000 Penalty: 29968.439453
Iteration 48Q: 15 clusters Score -6.578541e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 12041 members 
Mstep: Class 4 contains 59612 members 
Mstep: Class 5 contains 68557 members 
Mstep: Class 6 contains 98269 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 48103 members 
Mstep: Class 11 contains 840 members 
Mstep: Class 14 contains 53440 members 
Mstep: Class 15 contains 51390 members 
Mstep: Class 16 contains 42642 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 21 contains 61951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785564.000000 Penalty: 29968.439453
Iteration 49Q: 15 clusters Score -6.578556e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 60368 members 
Mstep: Class 5 contains 68506 members 
Mstep: Class 6 contains 97530 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 48387 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 14 contains 52803 members 
Mstep: Class 15 contains 51563 members 
Mstep: Class 16 contains 43019 members 
Mstep: Class 19 contains 13200 members 
Mstep: Class 21 contains 62025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785828.000000 Penalty: 29968.439453
Iteration 50Q: 15 clusters Score -6.578583e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 61046 members 
Mstep: Class 5 contains 68496 members 
Mstep: Class 6 contains 96828 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 48651 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 14 contains 52176 members 
Mstep: Class 15 contains 51781 members 
Mstep: Class 16 contains 43370 members 
Mstep: Class 19 contains 13129 members 
Mstep: Class 21 contains 62073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786268.000000 Penalty: 29968.439453
Iteration 51Q: 15 clusters Score -6.578627e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 5322 members 
Mstep: Class 3 contains 11206 members 
Mstep: Class 4 contains 61636 members 
Mstep: Class 5 contains 68443 members 
Mstep: Class 6 contains 96196 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 48867 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 14 contains 51624 members 
Mstep: Class 15 contains 51987 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 19 contains 13080 members 
Mstep: Class 21 contains 62136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786264.000000 Penalty: 29968.439453
Iteration 52Q: 15 clusters Score -6.578626e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 62187 members 
Mstep: Class 5 contains 68424 members 
Mstep: Class 6 contains 95551 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 49033 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 14 contains 51134 members 
Mstep: Class 15 contains 52197 members 
Mstep: Class 16 contains 44008 members 
Mstep: Class 19 contains 13035 members 
Mstep: Class 21 contains 62221 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 15 clusters Score -6.578654e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5424 members 
Mstep: Class 3 contains 10777 members 
Mstep: Class 4 contains 62716 members 
Mstep: Class 5 contains 68394 members 
Mstep: Class 6 contains 94955 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 49158 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 14 contains 50691 members 
Mstep: Class 15 contains 52375 members 
Mstep: Class 16 contains 44271 members 
Mstep: Class 19 contains 12978 members 
Mstep: Class 21 contains 62353 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 15 clusters Score -6.578654e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 10580 members 
Mstep: Class 4 contains 63156 members 
Mstep: Class 5 contains 68367 members 
Mstep: Class 6 contains 94392 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 49287 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 14 contains 50284 members 
Mstep: Class 15 contains 52618 members 
Mstep: Class 16 contains 44494 members 
Mstep: Class 19 contains 12916 members 
Mstep: Class 21 contains 62482 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 15 clusters Score -6.57866e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 10367 members 
Mstep: Class 4 contains 63562 members 
Mstep: Class 5 contains 68370 members 
Mstep: Class 6 contains 93826 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 49414 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 14 contains 49911 members 
Mstep: Class 15 contains 52842 members 
Mstep: Class 16 contains 44719 members 
Mstep: Class 19 contains 12849 members 
Mstep: Class 21 contains 62635 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 15 clusters Score -6.578674e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 10173 members 
Mstep: Class 4 contains 63952 members 
Mstep: Class 5 contains 68390 members 
Mstep: Class 6 contains 93270 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 49526 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 14 contains 49579 members 
Mstep: Class 15 contains 53035 members 
Mstep: Class 16 contains 44921 members 
Mstep: Class 19 contains 12803 members 
Mstep: Class 21 contains 62760 members 
Entering Unmasked Estep 
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Iteration 57Q: 15 clusters Score -6.578672e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 64291 members 
Mstep: Class 5 contains 68393 members 
Mstep: Class 6 contains 92741 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 9 contains 49599 members 
Mstep: Class 11 contains 899 members 
Mstep: Class 14 contains 49266 members 
Mstep: Class 15 contains 53263 members 
Mstep: Class 16 contains 45100 members 
Mstep: Class 19 contains 12739 members 
Mstep: Class 21 contains 62923 members 
Entering Unmasked Estep 
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Iteration 58Q: 15 clusters Score -6.578674e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 9852 members 
Mstep: Class 4 contains 64625 members 
Mstep: Class 5 contains 68408 members 
Mstep: Class 6 contains 92248 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 9 contains 49639 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 14 contains 49005 members 
Mstep: Class 15 contains 53443 members 
Mstep: Class 16 contains 45253 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 21 contains 63065 members 
Entering Unmasked Estep 
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Iteration 59Q: 15 clusters Score -6.578686e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 9704 members 
Mstep: Class 4 contains 64937 members 
Mstep: Class 5 contains 68424 members 
Mstep: Class 6 contains 91812 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 9 contains 49688 members 
Mstep: Class 11 contains 917 members 
Mstep: Class 14 contains 48787 members 
Mstep: Class 15 contains 53549 members 
Mstep: Class 16 contains 45405 members 
Mstep: Class 19 contains 12670 members 
Mstep: Class 21 contains 63188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 15 clusters Score -6.578715e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 9541 members 
Mstep: Class 4 contains 65196 members 
Mstep: Class 5 contains 68440 members 
Mstep: Class 6 contains 91394 members 
Mstep: Class 7 contains 129 members 
Mstep: Class 9 contains 49844 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 14 contains 48518 members 
Mstep: Class 15 contains 53628 members 
Mstep: Class 16 contains 45536 members 
Mstep: Class 19 contains 12640 members 
Mstep: Class 21 contains 63321 members 
Entering Unmasked Estep 
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Iteration 61Q: 15 clusters Score -6.578738e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 9380 members 
Mstep: Class 4 contains 65457 members 
Mstep: Class 5 contains 68439 members 
Mstep: Class 6 contains 91032 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 49961 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 14 contains 48275 members 
Mstep: Class 15 contains 53686 members 
Mstep: Class 16 contains 45638 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 21 contains 63469 members 
Entering Unmasked Estep 
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Iteration 62Q: 15 clusters Score -6.578766e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 5669 members 
Mstep: Class 3 contains 9223 members 
Mstep: Class 4 contains 65625 members 
Mstep: Class 5 contains 68441 members 
Mstep: Class 6 contains 90706 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 50107 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 14 contains 48034 members 
Mstep: Class 15 contains 53738 members 
Mstep: Class 16 contains 45747 members 
Mstep: Class 19 contains 12589 members 
Mstep: Class 21 contains 63657 members 
Entering Unmasked Estep 
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Iteration 63Q: 15 clusters Score -6.578775e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 5685 members 
Mstep: Class 3 contains 9046 members 
Mstep: Class 4 contains 65724 members 
Mstep: Class 5 contains 68440 members 
Mstep: Class 6 contains 90435 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 50284 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 14 contains 47812 members 
Mstep: Class 15 contains 53795 members 
Mstep: Class 16 contains 45855 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 21 contains 63829 members 
Entering Unmasked Estep 
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Iteration 64Q: 15 clusters Score -6.578786e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 65821 members 
Mstep: Class 5 contains 68464 members 
Mstep: Class 6 contains 90172 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 50432 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 14 contains 47619 members 
Mstep: Class 15 contains 53829 members 
Mstep: Class 16 contains 45961 members 
Mstep: Class 19 contains 12554 members 
Mstep: Class 21 contains 64011 members 
Entering Unmasked Estep 
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Iteration 65Q: 15 clusters Score -6.578794e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 8663 members 
Mstep: Class 4 contains 65880 members 
Mstep: Class 5 contains 68486 members 
Mstep: Class 6 contains 89909 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 50614 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 14 contains 47437 members 
Mstep: Class 15 contains 53876 members 
Mstep: Class 16 contains 46054 members 
Mstep: Class 19 contains 12544 members 
Mstep: Class 21 contains 64184 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 15 clusters Score -6.578818e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 65880 members 
Mstep: Class 5 contains 68519 members 
Mstep: Class 6 contains 89697 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 50812 members 
Mstep: Class 11 contains 943 members 
Mstep: Class 14 contains 47272 members 
Mstep: Class 15 contains 53898 members 
Mstep: Class 16 contains 46128 members 
Mstep: Class 19 contains 12548 members 
Mstep: Class 21 contains 64364 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 15 clusters Score -6.578824e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 8283 members 
Mstep: Class 4 contains 65873 members 
Mstep: Class 5 contains 68562 members 
Mstep: Class 6 contains 89464 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 51041 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 14 contains 47082 members 
Mstep: Class 15 contains 53922 members 
Mstep: Class 16 contains 46200 members 
Mstep: Class 19 contains 12545 members 
Mstep: Class 21 contains 64551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 15 clusters Score -6.578836e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 5724 members 
Mstep: Class 3 contains 8100 members 
Mstep: Class 4 contains 65867 members 
Mstep: Class 5 contains 68589 members 
Mstep: Class 6 contains 89242 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 51296 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 14 contains 46884 members 
Mstep: Class 15 contains 53909 members 
Mstep: Class 16 contains 46272 members 
Mstep: Class 19 contains 12558 members 
Mstep: Class 21 contains 64753 members 
Entering Unmasked Estep 
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Iteration 69Q: 15 clusters Score -6.578835e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 65833 members 
Mstep: Class 5 contains 68613 members 
Mstep: Class 6 contains 89024 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 51607 members 
Mstep: Class 11 contains 949 members 
Mstep: Class 14 contains 46667 members 
Mstep: Class 15 contains 53902 members 
Mstep: Class 16 contains 46340 members 
Mstep: Class 19 contains 12560 members 
Mstep: Class 21 contains 64956 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 15 clusters Score -6.578851e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5718 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 65751 members 
Mstep: Class 5 contains 68624 members 
Mstep: Class 6 contains 88793 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 51967 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 14 contains 46444 members 
Mstep: Class 15 contains 53888 members 
Mstep: Class 16 contains 46422 members 
Mstep: Class 19 contains 12546 members 
Mstep: Class 21 contains 65194 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 15 clusters Score -6.578873e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 7591 members 
Mstep: Class 4 contains 65623 members 
Mstep: Class 5 contains 68617 members 
Mstep: Class 6 contains 88562 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 52373 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 14 contains 46222 members 
Mstep: Class 15 contains 53882 members 
Mstep: Class 16 contains 46502 members 
Mstep: Class 19 contains 12537 members 
Mstep: Class 21 contains 65435 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 15 clusters Score -6.578869e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 65485 members 
Mstep: Class 5 contains 68616 members 
Mstep: Class 6 contains 88335 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 52766 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 14 contains 46007 members 
Mstep: Class 15 contains 53875 members 
Mstep: Class 16 contains 46586 members 
Mstep: Class 19 contains 12536 members 
Mstep: Class 21 contains 65688 members 
Entering Unmasked Estep 
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Iteration 73Q: 15 clusters Score -6.578882e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 7231 members 
Mstep: Class 4 contains 65336 members 
Mstep: Class 5 contains 68631 members 
Mstep: Class 6 contains 88113 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 53164 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 14 contains 45780 members 
Mstep: Class 15 contains 53861 members 
Mstep: Class 16 contains 46670 members 
Mstep: Class 19 contains 12537 members 
Mstep: Class 21 contains 65932 members 
Entering Unmasked Estep 
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Iteration 74Q: 15 clusters Score -6.578882e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5730 members 
Mstep: Class 3 contains 7049 members 
Mstep: Class 4 contains 65166 members 
Mstep: Class 5 contains 68640 members 
Mstep: Class 6 contains 87901 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 53596 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 14 contains 45573 members 
Mstep: Class 15 contains 53849 members 
Mstep: Class 16 contains 46750 members 
Mstep: Class 19 contains 12525 members 
Mstep: Class 21 contains 66148 members 
Entering Unmasked Estep 
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Iteration 75Q: 15 clusters Score -6.578914e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 5730 members 
Mstep: Class 3 contains 6882 members 
Mstep: Class 4 contains 64965 members 
Mstep: Class 5 contains 68644 members 
Mstep: Class 6 contains 87670 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 54065 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 14 contains 45387 members 
Mstep: Class 15 contains 53827 members 
Mstep: Class 16 contains 46821 members 
Mstep: Class 19 contains 12525 members 
Mstep: Class 21 contains 66363 members 
Entering Unmasked Estep 
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Iteration 76Q: 15 clusters Score -6.578922e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 5729 members 
Mstep: Class 3 contains 6733 members 
Mstep: Class 4 contains 64713 members 
Mstep: Class 5 contains 68647 members 
Mstep: Class 6 contains 87451 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 54601 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 14 contains 45186 members 
Mstep: Class 15 contains 53787 members 
Mstep: Class 16 contains 46874 members 
Mstep: Class 19 contains 12516 members 
Mstep: Class 21 contains 66590 members 
Entering Unmasked Estep 
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Iteration 77Q: 15 clusters Score -6.578932e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 6569 members 
Mstep: Class 4 contains 64447 members 
Mstep: Class 5 contains 68629 members 
Mstep: Class 6 contains 87221 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 55160 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 14 contains 44993 members 
Mstep: Class 15 contains 53735 members 
Mstep: Class 16 contains 46945 members 
Mstep: Class 19 contains 12512 members 
Mstep: Class 21 contains 66838 members 
Entering Unmasked Estep 
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Iteration 78Q: 15 clusters Score -6.578942e+07 nChanged 1607
Entering ConstructFrom: 
Score: -65789416.000000 Penalty: 29968.439453
Entering ConstructFrom: 
Trying to split cluster 1 (12082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Entering Unmasked Estep 
Score: -1467836.375000 Penalty: 1527.414185
	Iteration 0F: 2 clusters Score -1467836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1459385.000000 Penalty: 3054.828369
	Iteration 0F: 3 clusters Score -1459385 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1462125.875000 Penalty: 3054.828369
	Iteration 1F: 3 clusters Score -1462126 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1462461 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1462870.750000 Penalty: 3054.828369
	Iteration 3F: 3 clusters Score -1462871 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1463536.500000 Penalty: 3054.828369
	Iteration 4F: 3 clusters Score -1463536 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1464438.125000 Penalty: 3054.828369
	Iteration 5F: 3 clusters Score -1464438 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1465510.375000 Penalty: 3054.828369
	Iteration 6F: 3 clusters Score -1465510 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1466301.750000 Penalty: 3054.828369
	Iteration 7F: 3 clusters Score -1466302 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1466711.625000 Penalty: 3054.828369
	Iteration 8F: 3 clusters Score -1466712 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1466895.250000 Penalty: 3054.828369
	Iteration 9Q: 3 clusters Score -1466895 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1466970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1467005 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1467029.750000 Penalty: 3054.828369
	Iteration 12Q: 3 clusters Score -1467030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1467046.625000 Penalty: 3054.828369
	Iteration 13Q: 3 clusters Score -1467047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1467055.000000 Penalty: 3054.828369
	Iteration 14Q: 3 clusters Score -1467055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1467065.250000 Penalty: 3054.828369
	Iteration 15Q: 3 clusters Score -1467065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1467067.625000 Penalty: 3054.828369
	Iteration 16Q: 3 clusters Score -1467068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1467071.750000 Penalty: 3054.828369
	Iteration 17Q: 3 clusters Score -1467072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1467074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1467076.000000 Penalty: 3054.828369
	Iteration 19Q: 3 clusters Score -1467076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1467079.000000 Penalty: 3054.828369
	Iteration 20F: 3 clusters Score -1467079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1467079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1467082.000000 Penalty: 3054.828369
	Iteration 22Q: 3 clusters Score -1467082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1467080.125000 Penalty: 3054.828369
	Iteration 23Q: 3 clusters Score -1467080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1467082.000000 Penalty: 3054.828369
	Iteration 24Q: 3 clusters Score -1467082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1467082.250000 Penalty: 3054.828369
	Iteration 25Q: 3 clusters Score -1467082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1467084.625000 Penalty: 3054.828369
	Iteration 26Q: 3 clusters Score -1467085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1467084.625000 Penalty: 3054.828369
	Iteration 27Q: 3 clusters Score -1467085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1467088.500000 Penalty: 3054.828369
	Iteration 28Q: 3 clusters Score -1467088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1467093.250000 Penalty: 3054.828369
	Iteration 29Q: 3 clusters Score -1467093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1467092.500000 Penalty: 3054.828369
	Iteration 30Q: 3 clusters Score -1467092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1467090.875000 Penalty: 3054.828369
	Iteration 31Q: 3 clusters Score -1467091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1467093.500000 Penalty: 3054.828369
	Iteration 32Q: 3 clusters Score -1467094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1467091.125000 Penalty: 3054.828369
	Iteration 33Q: 3 clusters Score -1467091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1467094.500000 Penalty: 3054.828369
	Iteration 34Q: 3 clusters Score -1467094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1467095.375000 Penalty: 3054.828369
	Iteration 35Q: 3 clusters Score -1467095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1467094.875000 Penalty: 3054.828369
	Iteration 36Q: 3 clusters Score -1467095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1467098.500000 Penalty: 3054.828369
	Iteration 37Q: 3 clusters Score -1467098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1467099.625000 Penalty: 3054.828369
	Iteration 38Q: 3 clusters Score -1467100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1467097.000000 Penalty: 3054.828369
	Iteration 39Q: 3 clusters Score -1467097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1467098.000000 Penalty: 3054.828369
	Iteration 40F: 3 clusters Score -1467098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -733858.500000 Penalty: 1406.104004
	Iteration 0F: 2 clusters Score -733858.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -729377.937500 Penalty: 2812.208008
	Iteration 0F: 3 clusters Score -729377.9 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -730644.437500 Penalty: 2812.208008
	Iteration 1F: 3 clusters Score -730644.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -730853.375000 Penalty: 2812.208008
	Iteration 2F: 3 clusters Score -730853.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -731037.875000 Penalty: 2812.208008
	Iteration 3F: 3 clusters Score -731037.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -731210.875000 Penalty: 2812.208008
	Iteration 4F: 3 clusters Score -731210.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -731382.625000 Penalty: 2812.208008
	Iteration 5Q: 3 clusters Score -731382.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -731570.687500 Penalty: 2812.208008
	Iteration 6Q: 3 clusters Score -731570.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -731750.062500 Penalty: 2812.208008
	Iteration 7Q: 3 clusters Score -731750.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -731892.500000 Penalty: 2812.208008
	Iteration 8Q: 3 clusters Score -731892.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -731989.750000 Penalty: 2812.208008
	Iteration 9Q: 3 clusters Score -731989.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -732047.687500 Penalty: 2812.208008
	Iteration 10Q: 3 clusters Score -732047.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -732102.437500 Penalty: 2812.208008
	Iteration 11Q: 3 clusters Score -732102.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -732142.375000 Penalty: 2812.208008
	Iteration 12Q: 3 clusters Score -732142.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -732187.375000 Penalty: 2812.208008
	Iteration 13Q: 3 clusters Score -732187.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -732225.875000 Penalty: 2812.208008
	Iteration 14Q: 3 clusters Score -732225.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -732256.562500 Penalty: 2812.208008
	Iteration 15Q: 3 clusters Score -732256.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -732278.625000 Penalty: 2812.208008
	Iteration 16Q: 3 clusters Score -732278.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -732296.812500 Penalty: 2812.208008
	Iteration 17Q: 3 clusters Score -732296.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -732311.500000 Penalty: 2812.208008
	Iteration 18Q: 3 clusters Score -732311.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -732317.125000 Penalty: 2812.208008
	Iteration 19Q: 3 clusters Score -732317.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -732324.062500 Penalty: 2812.208008
	Iteration 20F: 3 clusters Score -732324.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -732331.750000 Penalty: 2812.208008
	Iteration 21Q: 3 clusters Score -732331.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -732336.375000 Penalty: 2812.208008
	Iteration 22Q: 3 clusters Score -732336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -732339.875000 Penalty: 2812.208008
	Iteration 23Q: 3 clusters Score -732339.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -732345.937500 Penalty: 2812.208008
	Iteration 24Q: 3 clusters Score -732345.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -732351.937500 Penalty: 2812.208008
	Iteration 25Q: 3 clusters Score -732351.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -732360.062500 Penalty: 2812.208008
	Iteration 26Q: 3 clusters Score -732360.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -732366.000000 Penalty: 2812.208008
	Iteration 27Q: 3 clusters Score -732366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -732371.937500 Penalty: 2812.208008
	Iteration 28Q: 3 clusters Score -732371.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -732377.500000 Penalty: 2812.208008
	Iteration 29Q: 3 clusters Score -732377.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -732388.062500 Penalty: 2812.208008
	Iteration 30Q: 3 clusters Score -732388.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -732394.500000 Penalty: 2812.208008
	Iteration 31Q: 3 clusters Score -732394.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -732407.000000 Penalty: 2812.208008
	Iteration 32Q: 3 clusters Score -732407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -732415.187500 Penalty: 2812.208008
	Iteration 33Q: 3 clusters Score -732415.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -732424.625000 Penalty: 2812.208008
	Iteration 34Q: 3 clusters Score -732424.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -732430.687500 Penalty: 2812.208008
	Iteration 35Q: 3 clusters Score -732430.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -732438.500000 Penalty: 2812.208008
	Iteration 36Q: 3 clusters Score -732438.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -732443.312500 Penalty: 2812.208008
	Iteration 37Q: 3 clusters Score -732443.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -732450.437500 Penalty: 2812.208008
	Iteration 38Q: 3 clusters Score -732450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -732453.250000 Penalty: 2812.208008
	Iteration 39Q: 3 clusters Score -732453.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -732459.500000 Penalty: 2812.208008
	Iteration 40F: 3 clusters Score -732459.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -732462.937500 Penalty: 2812.208008
	Iteration 41Q: 3 clusters Score -732462.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -732466.000000 Penalty: 2812.208008
	Iteration 42Q: 3 clusters Score -732466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -732472.437500 Penalty: 2812.208008
	Iteration 43Q: 3 clusters Score -732472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -732478.250000 Penalty: 2812.208008
	Iteration 44Q: 3 clusters Score -732478.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -732486.812500 Penalty: 2812.208008
	Iteration 45Q: 3 clusters Score -732486.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -732491.875000 Penalty: 2812.208008
	Iteration 46Q: 3 clusters Score -732491.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -732499.812500 Penalty: 2812.208008
	Iteration 47Q: 3 clusters Score -732499.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -732509.375000 Penalty: 2812.208008
	Iteration 48Q: 3 clusters Score -732509.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -732517.375000 Penalty: 2812.208008
	Iteration 49Q: 3 clusters Score -732517.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -732526.500000 Penalty: 2812.208008
	Iteration 50Q: 3 clusters Score -732526.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -732529.937500 Penalty: 2812.208008
	Iteration 51Q: 3 clusters Score -732529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -732534.812500 Penalty: 2812.208008
	Iteration 52Q: 3 clusters Score -732534.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -732536.250000 Penalty: 2812.208008
	Iteration 53Q: 3 clusters Score -732536.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -732542.750000 Penalty: 2812.208008
	Iteration 54Q: 3 clusters Score -732542.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -732550.062500 Penalty: 2812.208008
	Iteration 55Q: 3 clusters Score -732550.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -732556.062500 Penalty: 2812.208008
	Iteration 56Q: 3 clusters Score -732556.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -732559.687500 Penalty: 2812.208008
	Iteration 57Q: 3 clusters Score -732559.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -732565.812500 Penalty: 2812.208008
	Iteration 58Q: 3 clusters Score -732565.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -732567.812500 Penalty: 2812.208008
	Iteration 59Q: 3 clusters Score -732567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -732570.875000 Penalty: 2812.208008
	Iteration 60F: 3 clusters Score -732570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -732570.187500 Penalty: 2812.208008
	Iteration 61Q: 3 clusters Score -732570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -732571.750000 Penalty: 2812.208008
	Iteration 62Q: 3 clusters Score -732571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -732571.750000 Penalty: 2812.208008
	Iteration 63F: 3 clusters Score -732571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -826766.062500 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -826766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -821825.125000 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -821825.1 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -823234.000000 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -823234 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -823435.500000 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -823435.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -823568.875000 Penalty: 2848.773926
	Iteration 3Q: 3 clusters Score -823568.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -823673.000000 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -823673 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -823764.000000 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -823764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -823835.312500 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -823835.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -823915.125000 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -823915.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -823990.312500 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -823990.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -824070.750000 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -824070.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -824170.562500 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -824170.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -824273.000000 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -824273 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -824404.062500 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -824404.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -824553.437500 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -824553.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -824716.687500 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -824716.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -824873.312500 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -824873.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -825012.250000 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -825012.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -825143.062500 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -825143.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -825243.750000 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -825243.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -825308.875000 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -825308.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -825352.437500 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -825352.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -825387.812500 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -825387.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -825418.437500 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -825418.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -825448.562500 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -825448.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -825463.000000 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -825463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -825478.437500 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -825478.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -825491.062500 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -825491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -825492.750000 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -825492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -825494.937500 Penalty: 2848.773926
	Iteration 28Q: 3 clusters Score -825494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -825497.937500 Penalty: 2848.773926
	Iteration 29Q: 3 clusters Score -825497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -825503.562500 Penalty: 2848.773926
	Iteration 30Q: 3 clusters Score -825503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -825507.812500 Penalty: 2848.773926
	Iteration 31Q: 3 clusters Score -825507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -825509.312500 Penalty: 2848.773926
	Iteration 32Q: 3 clusters Score -825509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -825510.812500 Penalty: 2848.773926
	Iteration 33Q: 3 clusters Score -825510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -825511.000000 Penalty: 2848.773926
	Iteration 34Q: 3 clusters Score -825511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -825511.312500 Penalty: 2848.773926
	Iteration 35Q: 3 clusters Score -825511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -825511.312500 Penalty: 2848.773926
	Iteration 36F: 3 clusters Score -825511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Entering Unmasked Estep 
Score: -8217931.000000 Penalty: 1798.671143
	Iteration 0F: 2 clusters Score -8217931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -8177504.500000 Penalty: 3597.342285
	Iteration 0F: 3 clusters Score -8177504 nChanged 30252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -8194653.000000 Penalty: 3597.342285
	Iteration 1F: 3 clusters Score -8194653 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -8195153.000000 Penalty: 3597.342285
	Iteration 2Q: 3 clusters Score -8195153 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -8195798.000000 Penalty: 3597.342285
	Iteration 3Q: 3 clusters Score -8195798 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -8196700.000000 Penalty: 3597.342285
	Iteration 4Q: 3 clusters Score -8196700 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -8197938.500000 Penalty: 3597.342285
	Iteration 5Q: 3 clusters Score -8197938 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -8199782.000000 Penalty: 3597.342285
	Iteration 6F: 3 clusters Score -8199782 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -8202546.000000 Penalty: 3597.342285
	Iteration 7F: 3 clusters Score -8202546 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -8206143.500000 Penalty: 3597.342285
	Iteration 8F: 3 clusters Score -8206144 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -8209297.500000 Penalty: 3597.342285
	Iteration 9F: 3 clusters Score -8209298 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -8210734.000000 Penalty: 3597.342285
	Iteration 10Q: 3 clusters Score -8210734 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -8211211.500000 Penalty: 3597.342285
	Iteration 11Q: 3 clusters Score -8211212 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -8211456.000000 Penalty: 3597.342285
	Iteration 12Q: 3 clusters Score -8211456 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -8211704.000000 Penalty: 3597.342285
	Iteration 13Q: 3 clusters Score -8211704 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -8211897.500000 Penalty: 3597.342285
	Iteration 14Q: 3 clusters Score -8211898 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -8212094.500000 Penalty: 3597.342285
	Iteration 15Q: 3 clusters Score -8212094 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -8212369.000000 Penalty: 3597.342285
	Iteration 16Q: 3 clusters Score -8212369 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -8212733.000000 Penalty: 3597.342285
	Iteration 17Q: 3 clusters Score -8212733 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -8213015.500000 Penalty: 3597.342285
	Iteration 18Q: 3 clusters Score -8213016 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -8213335.500000 Penalty: 3597.342285
	Iteration 19Q: 3 clusters Score -8213336 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -8213543.000000 Penalty: 3597.342285
	Iteration 20F: 3 clusters Score -8213543 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8213935.500000 Penalty: 3597.342285
	Iteration 21Q: 3 clusters Score -8213936 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -8214212.500000 Penalty: 3597.342285
	Iteration 22Q: 3 clusters Score -8214212 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -8214455.500000 Penalty: 3597.342285
	Iteration 23Q: 3 clusters Score -8214456 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -8214619.000000 Penalty: 3597.342285
	Iteration 24Q: 3 clusters Score -8214619 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -8214809.000000 Penalty: 3597.342285
	Iteration 25Q: 3 clusters Score -8214809 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -8214941.000000 Penalty: 3597.342285
	Iteration 26Q: 3 clusters Score -8214941 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -8215039.500000 Penalty: 3597.342285
	Iteration 27Q: 3 clusters Score -8215040 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -8215065.500000 Penalty: 3597.342285
	Iteration 28Q: 3 clusters Score -8215066 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -8215124.500000 Penalty: 3597.342285
	Iteration 29Q: 3 clusters Score -8215124 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -8215148.500000 Penalty: 3597.342285
	Iteration 30Q: 3 clusters Score -8215148 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -8215216.000000 Penalty: 3597.342285
	Iteration 31Q: 3 clusters Score -8215216 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -8215281.500000 Penalty: 3597.342285
	Iteration 32Q: 3 clusters Score -8215282 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -8215342.000000 Penalty: 3597.342285
	Iteration 33Q: 3 clusters Score -8215342 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -8215381.500000 Penalty: 3597.342285
	Iteration 34Q: 3 clusters Score -8215382 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -8215429.500000 Penalty: 3597.342285
	Iteration 35Q: 3 clusters Score -8215430 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -8215484.500000 Penalty: 3597.342285
	Iteration 36Q: 3 clusters Score -8215484 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -8215544.000000 Penalty: 3597.342285
	Iteration 37Q: 3 clusters Score -8215544 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -8215609.500000 Penalty: 3597.342285
	Iteration 38Q: 3 clusters Score -8215610 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -8215666.500000 Penalty: 3597.342285
	Iteration 39Q: 3 clusters Score -8215666 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -8215760.000000 Penalty: 3597.342285
	Iteration 40F: 3 clusters Score -8215760 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -8215805.500000 Penalty: 3597.342285
	Iteration 41Q: 3 clusters Score -8215806 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -8215904.000000 Penalty: 3597.342285
	Iteration 42Q: 3 clusters Score -8215904 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -8215969.500000 Penalty: 3597.342285
	Iteration 43Q: 3 clusters Score -8215970 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -8216102.500000 Penalty: 3597.342285
	Iteration 44Q: 3 clusters Score -8216102 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -8216196.500000 Penalty: 3597.342285
	Iteration 45Q: 3 clusters Score -8216196 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -8216292.500000 Penalty: 3597.342285
	Iteration 46Q: 3 clusters Score -8216292 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -8216370.500000 Penalty: 3597.342285
	Iteration 47Q: 3 clusters Score -8216370 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -8216415.000000 Penalty: 3597.342285
	Iteration 48Q: 3 clusters Score -8216415 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -8216487.500000 Penalty: 3597.342285
	Iteration 49Q: 3 clusters Score -8216488 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -8216577.500000 Penalty: 3597.342285
	Iteration 50Q: 3 clusters Score -8216578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -8216591.000000 Penalty: 3597.342285
	Iteration 51Q: 3 clusters Score -8216591 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -8216638.500000 Penalty: 3597.342285
	Iteration 52Q: 3 clusters Score -8216638 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -8216672.500000 Penalty: 3597.342285
	Iteration 53Q: 3 clusters Score -8216672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -8216698.500000 Penalty: 3597.342285
	Iteration 54Q: 3 clusters Score -8216698 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -8216740.000000 Penalty: 3597.342285
	Iteration 55Q: 3 clusters Score -8216740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -8216758.500000 Penalty: 3597.342285
	Iteration 56Q: 3 clusters Score -8216758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -8216765.000000 Penalty: 3597.342285
	Iteration 57Q: 3 clusters Score -8216765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -8216759.500000 Penalty: 3597.342285
	Iteration 58Q: 3 clusters Score -8216760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -8216757.500000 Penalty: 3597.342285
	Iteration 59Q: 3 clusters Score -8216758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -8216778.000000 Penalty: 3597.342285
	Iteration 60F: 3 clusters Score -8216778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -8216786.000000 Penalty: 3597.342285
	Iteration 61Q: 3 clusters Score -8216786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -8216779.500000 Penalty: 3597.342285
	Iteration 62Q: 3 clusters Score -8216780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -8216782.000000 Penalty: 3597.342285
	Iteration 63Q: 3 clusters Score -8216782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -8216784.500000 Penalty: 3597.342285
	Iteration 64Q: 3 clusters Score -8216784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -8216796.000000 Penalty: 3597.342285
	Iteration 65Q: 3 clusters Score -8216796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -8216789.500000 Penalty: 3597.342285
	Iteration 66Q: 3 clusters Score -8216790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -8216790.000000 Penalty: 3597.342285
	Iteration 67Q: 3 clusters Score -8216790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -8216793.000000 Penalty: 3597.342285
	Iteration 68Q: 3 clusters Score -8216793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -8216788.500000 Penalty: 3597.342285
	Iteration 69Q: 3 clusters Score -8216788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -8216784.500000 Penalty: 3597.342285
	Iteration 70Q: 3 clusters Score -8216784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -8216794.000000 Penalty: 3597.342285
	Iteration 71Q: 3 clusters Score -8216794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -8216784.000000 Penalty: 3597.342285
	Iteration 72Q: 3 clusters Score -8216784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -8216783.500000 Penalty: 3597.342285
	Iteration 73Q: 3 clusters Score -8216784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -8216783.500000 Penalty: 3597.342285
	Iteration 74F: 3 clusters Score -8216784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Entering Unmasked Estep 
Score: -8800702.000000 Penalty: 1809.683472
	Iteration 0F: 2 clusters Score -8800702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -8756532.000000 Penalty: 3619.366943
	Iteration 0F: 3 clusters Score -8756532 nChanged 32596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -8775393.000000 Penalty: 3619.366943
	Iteration 1F: 3 clusters Score -8775393 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -8775915.000000 Penalty: 3619.366943
	Iteration 2Q: 3 clusters Score -8775915 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -8776553.000000 Penalty: 3619.366943
	Iteration 3Q: 3 clusters Score -8776553 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -8777381.000000 Penalty: 3619.366943
	Iteration 4Q: 3 clusters Score -8777381 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -8778716.000000 Penalty: 3619.366943
	Iteration 5Q: 3 clusters Score -8778716 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -8780327.000000 Penalty: 3619.366943
	Iteration 6Q: 3 clusters Score -8780327 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -8782756.000000 Penalty: 3619.366943
	Iteration 7F: 3 clusters Score -8782756 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8785522.000000 Penalty: 3619.366943
	Iteration 8F: 3 clusters Score -8785522 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -8788398.000000 Penalty: 3619.366943
	Iteration 9F: 3 clusters Score -8788398 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -8790503.000000 Penalty: 3619.366943
	Iteration 10F: 3 clusters Score -8790503 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -8791728.000000 Penalty: 3619.366943
	Iteration 11Q: 3 clusters Score -8791728 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -8792457.000000 Penalty: 3619.366943
	Iteration 12Q: 3 clusters Score -8792457 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -8792868.000000 Penalty: 3619.366943
	Iteration 13Q: 3 clusters Score -8792868 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -8793146.000000 Penalty: 3619.366943
	Iteration 14Q: 3 clusters Score -8793146 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -8793366.000000 Penalty: 3619.366943
	Iteration 15Q: 3 clusters Score -8793366 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -8793549.000000 Penalty: 3619.366943
	Iteration 16Q: 3 clusters Score -8793549 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -8793730.000000 Penalty: 3619.366943
	Iteration 17Q: 3 clusters Score -8793730 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -8793978.000000 Penalty: 3619.366943
	Iteration 18Q: 3 clusters Score -8793978 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -8794208.000000 Penalty: 3619.366943
	Iteration 19Q: 3 clusters Score -8794208 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -8794483.000000 Penalty: 3619.366943
	Iteration 20F: 3 clusters Score -8794483 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -8794742.000000 Penalty: 3619.366943
	Iteration 21Q: 3 clusters Score -8794742 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -8795026.000000 Penalty: 3619.366943
	Iteration 22Q: 3 clusters Score -8795026 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -8795315.000000 Penalty: 3619.366943
	Iteration 23Q: 3 clusters Score -8795315 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -8795569.000000 Penalty: 3619.366943
	Iteration 24Q: 3 clusters Score -8795569 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -8795854.000000 Penalty: 3619.366943
	Iteration 25Q: 3 clusters Score -8795854 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -8796136.000000 Penalty: 3619.366943
	Iteration 26Q: 3 clusters Score -8796136 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -8796408.000000 Penalty: 3619.366943
	Iteration 27Q: 3 clusters Score -8796408 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -8796641.000000 Penalty: 3619.366943
	Iteration 28Q: 3 clusters Score -8796641 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -8796918.000000 Penalty: 3619.366943
	Iteration 29Q: 3 clusters Score -8796918 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -8797165.000000 Penalty: 3619.366943
	Iteration 30Q: 3 clusters Score -8797165 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -8797360.000000 Penalty: 3619.366943
	Iteration 31Q: 3 clusters Score -8797360 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -8797483.000000 Penalty: 3619.366943
	Iteration 32Q: 3 clusters Score -8797483 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -8797600.000000 Penalty: 3619.366943
	Iteration 33Q: 3 clusters Score -8797600 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -8797708.000000 Penalty: 3619.366943
	Iteration 34Q: 3 clusters Score -8797708 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -8797840.000000 Penalty: 3619.366943
	Iteration 35Q: 3 clusters Score -8797840 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -8797925.000000 Penalty: 3619.366943
	Iteration 36Q: 3 clusters Score -8797925 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -8798020.000000 Penalty: 3619.366943
	Iteration 37Q: 3 clusters Score -8798020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -8798102.000000 Penalty: 3619.366943
	Iteration 38Q: 3 clusters Score -8798102 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8798186.000000 Penalty: 3619.366943
	Iteration 39Q: 3 clusters Score -8798186 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -8798237.000000 Penalty: 3619.366943
	Iteration 40F: 3 clusters Score -8798237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -8798295.000000 Penalty: 3619.366943
	Iteration 41Q: 3 clusters Score -8798295 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -8798353.000000 Penalty: 3619.366943
	Iteration 42Q: 3 clusters Score -8798353 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -8798403.000000 Penalty: 3619.366943
	Iteration 43Q: 3 clusters Score -8798403 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -8798448.000000 Penalty: 3619.366943
	Iteration 44Q: 3 clusters Score -8798448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -8798472.000000 Penalty: 3619.366943
	Iteration 45Q: 3 clusters Score -8798472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -8798512.000000 Penalty: 3619.366943
	Iteration 46Q: 3 clusters Score -8798512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -8798552.000000 Penalty: 3619.366943
	Iteration 47Q: 3 clusters Score -8798552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -8798597.000000 Penalty: 3619.366943
	Iteration 48Q: 3 clusters Score -8798597 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -8798632.000000 Penalty: 3619.366943
	Iteration 49Q: 3 clusters Score -8798632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -8798668.000000 Penalty: 3619.366943
	Iteration 50Q: 3 clusters Score -8798668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -8798714.000000 Penalty: 3619.366943
	Iteration 51Q: 3 clusters Score -8798714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -8798739.000000 Penalty: 3619.366943
	Iteration 52Q: 3 clusters Score -8798739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -8798777.000000 Penalty: 3619.366943
	Iteration 53Q: 3 clusters Score -8798777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -8798795.000000 Penalty: 3619.366943
	Iteration 54Q: 3 clusters Score -8798795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -8798822.000000 Penalty: 3619.366943
	Iteration 55Q: 3 clusters Score -8798822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -8798833.000000 Penalty: 3619.366943
	Iteration 56Q: 3 clusters Score -8798833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -8798829.000000 Penalty: 3619.366943
	Iteration 57Q: 3 clusters Score -8798829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -8798852.000000 Penalty: 3619.366943
	Iteration 58Q: 3 clusters Score -8798852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -8798863.000000 Penalty: 3619.366943
	Iteration 59Q: 3 clusters Score -8798863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -8798881.000000 Penalty: 3619.366943
	Iteration 60F: 3 clusters Score -8798881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -8798892.000000 Penalty: 3619.366943
	Iteration 61Q: 3 clusters Score -8798892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -8798911.000000 Penalty: 3619.366943
	Iteration 62Q: 3 clusters Score -8798911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -8798913.000000 Penalty: 3619.366943
	Iteration 63Q: 3 clusters Score -8798913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -8798908.000000 Penalty: 3619.366943
	Iteration 64Q: 3 clusters Score -8798908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -8798922.000000 Penalty: 3619.366943
	Iteration 65Q: 3 clusters Score -8798922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -8798926.000000 Penalty: 3619.366943
	Iteration 66Q: 3 clusters Score -8798926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -8798937.000000 Penalty: 3619.366943
	Iteration 67Q: 3 clusters Score -8798937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -8798948.000000 Penalty: 3619.366943
	Iteration 68Q: 3 clusters Score -8798948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -8798944.000000 Penalty: 3619.366943
	Iteration 69Q: 3 clusters Score -8798944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -8798956.000000 Penalty: 3619.366943
	Iteration 70Q: 3 clusters Score -8798956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -8798974.000000 Penalty: 3619.366943
	Iteration 71Q: 3 clusters Score -8798974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -8798965.000000 Penalty: 3619.366943
	Iteration 72Q: 3 clusters Score -8798965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -8798968.000000 Penalty: 3619.366943
	Iteration 73Q: 3 clusters Score -8798968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -8798969.000000 Penalty: 3619.366943
	Iteration 74Q: 3 clusters Score -8798969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -8798967.000000 Penalty: 3619.366943
	Iteration 75Q: 3 clusters Score -8798967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -8798965.000000 Penalty: 3619.366943
	Iteration 76Q: 3 clusters Score -8798965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -8798971.000000 Penalty: 3619.366943
	Iteration 77Q: 3 clusters Score -8798971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -8798974.000000 Penalty: 3619.366943
	Iteration 78Q: 3 clusters Score -8798974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -8798969.000000 Penalty: 3619.366943
	Iteration 79Q: 3 clusters Score -8798969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -8798973.000000 Penalty: 3619.366943
	Iteration 80F: 3 clusters Score -8798973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -8798975.000000 Penalty: 3619.366943
	Iteration 81Q: 3 clusters Score -8798975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -8798977.000000 Penalty: 3619.366943
	Iteration 82Q: 3 clusters Score -8798977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -8798988.000000 Penalty: 3619.366943
	Iteration 83Q: 3 clusters Score -8798988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -8798990.000000 Penalty: 3619.366943
	Iteration 84Q: 3 clusters Score -8798990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -8798994.000000 Penalty: 3619.366943
	Iteration 85Q: 3 clusters Score -8798994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -8798997.000000 Penalty: 3619.366943
	Iteration 86Q: 3 clusters Score -8798997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -8799006.000000 Penalty: 3619.366943
	Iteration 87Q: 3 clusters Score -8799006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -8799001.000000 Penalty: 3619.366943
	Iteration 88Q: 3 clusters Score -8799001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -8798999.000000 Penalty: 3619.366943
	Iteration 89Q: 3 clusters Score -8798999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -8799004.000000 Penalty: 3619.366943
	Iteration 90Q: 3 clusters Score -8799004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -8799004.000000 Penalty: 3619.366943
	Iteration 91F: 3 clusters Score -8799004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (86970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Entering Unmasked Estep 
Score: -11116901.000000 Penalty: 1848.164307
	Iteration 0F: 2 clusters Score -1.11169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -11061216.000000 Penalty: 3696.328613
	Iteration 0F: 3 clusters Score -1.106122e+07 nChanged 41334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -11085091.000000 Penalty: 3696.328613
	Iteration 1F: 3 clusters Score -1.108509e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -11085642.000000 Penalty: 3696.328613
	Iteration 2Q: 3 clusters Score -1.108564e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -11086234.000000 Penalty: 3696.328613
	Iteration 3Q: 3 clusters Score -1.108623e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -11087109.000000 Penalty: 3696.328613
	Iteration 4Q: 3 clusters Score -1.108711e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -11088157.000000 Penalty: 3696.328613
	Iteration 5Q: 3 clusters Score -1.108816e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -11089739.000000 Penalty: 3696.328613
	Iteration 6Q: 3 clusters Score -1.108974e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -11092367.000000 Penalty: 3696.328613
	Iteration 7F: 3 clusters Score -1.109237e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -11096105.000000 Penalty: 3696.328613
	Iteration 8F: 3 clusters Score -1.10961e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -11100510.000000 Penalty: 3696.328613
	Iteration 9F: 3 clusters Score -1.110051e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -11105163.000000 Penalty: 3696.328613
	Iteration 10F: 3 clusters Score -1.110516e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -11108688.000000 Penalty: 3696.328613
	Iteration 11Q: 3 clusters Score -1.110869e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -11110968.000000 Penalty: 3696.328613
	Iteration 12Q: 3 clusters Score -1.111097e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -11112496.000000 Penalty: 3696.328613
	Iteration 13Q: 3 clusters Score -1.11125e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -11113394.000000 Penalty: 3696.328613
	Iteration 14Q: 3 clusters Score -1.111339e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84283 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -11114102.000000 Penalty: 3696.328613
	Iteration 15Q: 3 clusters Score -1.11141e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -11114562.000000 Penalty: 3696.328613
	Iteration 16Q: 3 clusters Score -1.111456e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11114857.000000 Penalty: 3696.328613
	Iteration 17Q: 3 clusters Score -1.111486e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11115094.000000 Penalty: 3696.328613
	Iteration 18Q: 3 clusters Score -1.111509e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11115193.000000 Penalty: 3696.328613
	Iteration 19Q: 3 clusters Score -1.111519e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11115276.000000 Penalty: 3696.328613
	Iteration 20F: 3 clusters Score -1.111528e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11115304.000000 Penalty: 3696.328613
	Iteration 21Q: 3 clusters Score -1.11153e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11115329.000000 Penalty: 3696.328613
	Iteration 22Q: 3 clusters Score -1.111533e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11115360.000000 Penalty: 3696.328613
	Iteration 23Q: 3 clusters Score -1.111536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11115378.000000 Penalty: 3696.328613
	Iteration 24Q: 3 clusters Score -1.111538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86575 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11115378.000000 Penalty: 3696.328613
	Iteration 25Q: 3 clusters Score -1.111538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11115384.000000 Penalty: 3696.328613
	Iteration 26Q: 3 clusters Score -1.111538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11115381.000000 Penalty: 3696.328613
	Iteration 27Q: 3 clusters Score -1.111538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11115382.000000 Penalty: 3696.328613
	Iteration 28Q: 3 clusters Score -1.111538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11115390.000000 Penalty: 3696.328613
	Iteration 29Q: 3 clusters Score -1.111539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11115395.000000 Penalty: 3696.328613
	Iteration 30Q: 3 clusters Score -1.11154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11115400.000000 Penalty: 3696.328613
	Iteration 31Q: 3 clusters Score -1.11154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11115406.000000 Penalty: 3696.328613
	Iteration 32Q: 3 clusters Score -1.111541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11115406.000000 Penalty: 3696.328613
	Iteration 33F: 3 clusters Score -1.111541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -10863.319336 Penalty: 792.219604
	Iteration 0F: 2 clusters Score -10863.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10292.040039 Penalty: 1584.439209
	Iteration 0F: 3 clusters Score -10292.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10400.117188 Penalty: 1584.439209
	Iteration 1F: 3 clusters Score -10400.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10409.874023 Penalty: 1584.439209
	Iteration 2Q: 3 clusters Score -10409.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10413.172852 Penalty: 1584.439209
	Iteration 3Q: 3 clusters Score -10413.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10420.358398 Penalty: 1584.439209
	Iteration 4Q: 3 clusters Score -10420.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10421.617188 Penalty: 1584.439209
	Iteration 5Q: 3 clusters Score -10421.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10421.617188 Penalty: 1584.439209
	Iteration 6F: 3 clusters Score -10421.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Entering Unmasked Estep 
Score: -7167082.000000 Penalty: 1775.905762
	Iteration 0F: 2 clusters Score -7167082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -7131189.000000 Penalty: 3551.811523
	Iteration 0F: 3 clusters Score -7131189 nChanged 26108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -7145867.000000 Penalty: 3551.811523
	Iteration 1F: 3 clusters Score -7145867 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -7146256.500000 Penalty: 3551.811523
	Iteration 2Q: 3 clusters Score -7146256 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -7146594.500000 Penalty: 3551.811523
	Iteration 3Q: 3 clusters Score -7146594 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -7146955.000000 Penalty: 3551.811523
	Iteration 4Q: 3 clusters Score -7146955 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -7147538.000000 Penalty: 3551.811523
	Iteration 5Q: 3 clusters Score -7147538 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -7148271.000000 Penalty: 3551.811523
	Iteration 6Q: 3 clusters Score -7148271 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -7149513.000000 Penalty: 3551.811523
	Iteration 7Q: 3 clusters Score -7149513 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -7151604.500000 Penalty: 3551.811523
	Iteration 8F: 3 clusters Score -7151604 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -7154283.500000 Penalty: 3551.811523
	Iteration 9F: 3 clusters Score -7154284 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -7157246.000000 Penalty: 3551.811523
	Iteration 10F: 3 clusters Score -7157246 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -7159465.000000 Penalty: 3551.811523
	Iteration 11F: 3 clusters Score -7159465 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -7160704.500000 Penalty: 3551.811523
	Iteration 12Q: 3 clusters Score -7160704 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -7161334.000000 Penalty: 3551.811523
	Iteration 13Q: 3 clusters Score -7161334 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -7161738.500000 Penalty: 3551.811523
	Iteration 14Q: 3 clusters Score -7161738 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -7162174.500000 Penalty: 3551.811523
	Iteration 15Q: 3 clusters Score -7162174 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -7162577.500000 Penalty: 3551.811523
	Iteration 16Q: 3 clusters Score -7162578 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -7162954.500000 Penalty: 3551.811523
	Iteration 17Q: 3 clusters Score -7162954 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -7163239.500000 Penalty: 3551.811523
	Iteration 18Q: 3 clusters Score -7163240 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -7163532.000000 Penalty: 3551.811523
	Iteration 19Q: 3 clusters Score -7163532 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -7163854.000000 Penalty: 3551.811523
	Iteration 20F: 3 clusters Score -7163854 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -7164099.000000 Penalty: 3551.811523
	Iteration 21Q: 3 clusters Score -7164099 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -7164321.000000 Penalty: 3551.811523
	Iteration 22Q: 3 clusters Score -7164321 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -7164540.000000 Penalty: 3551.811523
	Iteration 23Q: 3 clusters Score -7164540 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7164712.500000 Penalty: 3551.811523
	Iteration 24Q: 3 clusters Score -7164712 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -7164904.000000 Penalty: 3551.811523
	Iteration 25Q: 3 clusters Score -7164904 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -7165019.500000 Penalty: 3551.811523
	Iteration 26Q: 3 clusters Score -7165020 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -7165124.500000 Penalty: 3551.811523
	Iteration 27Q: 3 clusters Score -7165124 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -7165218.500000 Penalty: 3551.811523
	Iteration 28Q: 3 clusters Score -7165218 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -7165311.500000 Penalty: 3551.811523
	Iteration 29Q: 3 clusters Score -7165312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -7165363.000000 Penalty: 3551.811523
	Iteration 30Q: 3 clusters Score -7165363 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -7165417.000000 Penalty: 3551.811523
	Iteration 31Q: 3 clusters Score -7165417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -7165460.500000 Penalty: 3551.811523
	Iteration 32Q: 3 clusters Score -7165460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -7165515.000000 Penalty: 3551.811523
	Iteration 33Q: 3 clusters Score -7165515 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -7165540.000000 Penalty: 3551.811523
	Iteration 34Q: 3 clusters Score -7165540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -7165547.000000 Penalty: 3551.811523
	Iteration 35Q: 3 clusters Score -7165547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7165568.000000 Penalty: 3551.811523
	Iteration 36Q: 3 clusters Score -7165568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -7165581.500000 Penalty: 3551.811523
	Iteration 37Q: 3 clusters Score -7165582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -7165591.500000 Penalty: 3551.811523
	Iteration 38Q: 3 clusters Score -7165592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -7165606.500000 Penalty: 3551.811523
	Iteration 39Q: 3 clusters Score -7165606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -7165612.000000 Penalty: 3551.811523
	Iteration 40F: 3 clusters Score -7165612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -7165626.500000 Penalty: 3551.811523
	Iteration 41Q: 3 clusters Score -7165626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -7165625.500000 Penalty: 3551.811523
	Iteration 42Q: 3 clusters Score -7165626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -7165637.000000 Penalty: 3551.811523
	Iteration 43Q: 3 clusters Score -7165637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -7165656.000000 Penalty: 3551.811523
	Iteration 44Q: 3 clusters Score -7165656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -7165650.500000 Penalty: 3551.811523
	Iteration 45Q: 3 clusters Score -7165650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -7165667.000000 Penalty: 3551.811523
	Iteration 46Q: 3 clusters Score -7165667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -7165668.000000 Penalty: 3551.811523
	Iteration 47Q: 3 clusters Score -7165668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -7165673.500000 Penalty: 3551.811523
	Iteration 48Q: 3 clusters Score -7165674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -7165672.000000 Penalty: 3551.811523
	Iteration 49Q: 3 clusters Score -7165672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -7165672.000000 Penalty: 3551.811523
	Iteration 50Q: 3 clusters Score -7165672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -7165680.500000 Penalty: 3551.811523
	Iteration 51Q: 3 clusters Score -7165680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -7165680.000000 Penalty: 3551.811523
	Iteration 52Q: 3 clusters Score -7165680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -7165679.000000 Penalty: 3551.811523
	Iteration 53Q: 3 clusters Score -7165679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -7165681.500000 Penalty: 3551.811523
	Iteration 54Q: 3 clusters Score -7165682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -7165683.500000 Penalty: 3551.811523
	Iteration 55Q: 3 clusters Score -7165684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -7165677.000000 Penalty: 3551.811523
	Iteration 56Q: 3 clusters Score -7165677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -7165686.500000 Penalty: 3551.811523
	Iteration 57Q: 3 clusters Score -7165686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -7165685.500000 Penalty: 3551.811523
	Iteration 58Q: 3 clusters Score -7165686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -7165687.500000 Penalty: 3551.811523
	Iteration 59Q: 3 clusters Score -7165688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -7165682.000000 Penalty: 3551.811523
	Iteration 60F: 3 clusters Score -7165682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -107602.070312 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -107602.1 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 507 members 
Entering Unmasked Estep 
Score: -106364.960938 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -106365 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106756.906250 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -106756.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106872.593750 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -106872.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -106964.796875 Penalty: 2235.456055
	Iteration 3F: 3 clusters Score -106964.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107136.625000 Penalty: 2235.456055
	Iteration 4F: 3 clusters Score -107136.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107294.273438 Penalty: 2235.456055
	Iteration 5F: 3 clusters Score -107294.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107517.421875 Penalty: 2235.456055
	Iteration 6F: 3 clusters Score -107517.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -107823.500000 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -107823.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -108000.437500 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -108000.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -108062.078125 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -108062.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -108092.617188 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -108092.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -108105.484375 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -108105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -108117.078125 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -108117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -108119.828125 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -108119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -108120.820312 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -108120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -108121.125000 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -108121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -108121.640625 Penalty: 2235.456055
	Iteration 16Q: 3 clusters Score -108121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -108122.304688 Penalty: 2235.456055
	Iteration 17Q: 3 clusters Score -108122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -108122.757812 Penalty: 2235.456055
	Iteration 18Q: 3 clusters Score -108122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -108122.757812 Penalty: 2235.456055
	Iteration 19F: 3 clusters Score -108122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 5727 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 64135 members 
Mstep: Class 5 contains 68632 members 
Mstep: Class 6 contains 86970 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 55751 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 14 contains 44834 members 
Mstep: Class 15 contains 53690 members 
Mstep: Class 16 contains 47003 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 21 contains 67080 members 
Entering Unmasked Estep 
Score: -65788988.000000 Penalty: 32109.041016
Splitting cluster 11 changes total score from -65789416.000000 to -65788988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (44834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Entering Unmasked Estep 
Score: -5686213.500000 Penalty: 1740.492310
	Iteration 0F: 2 clusters Score -5686214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5656314.000000 Penalty: 3480.984619
	Iteration 0F: 3 clusters Score -5656314 nChanged 20846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5668050.000000 Penalty: 3480.984619
	Iteration 1F: 3 clusters Score -5668050 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5668616.500000 Penalty: 3480.984619
	Iteration 2Q: 3 clusters Score -5668616 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5669250.500000 Penalty: 3480.984619
	Iteration 3Q: 3 clusters Score -5669250 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -5670163.000000 Penalty: 3480.984619
	Iteration 4Q: 3 clusters Score -5670163 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -5671445.000000 Penalty: 3480.984619
	Iteration 5F: 3 clusters Score -5671445 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -5673371.500000 Penalty: 3480.984619
	Iteration 6F: 3 clusters Score -5673372 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -5675852.500000 Penalty: 3480.984619
	Iteration 7F: 3 clusters Score -5675852 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -5678311.500000 Penalty: 3480.984619
	Iteration 8F: 3 clusters Score -5678312 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -5680187.000000 Penalty: 3480.984619
	Iteration 9Q: 3 clusters Score -5680187 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -5681474.500000 Penalty: 3480.984619
	Iteration 10Q: 3 clusters Score -5681474 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -5682327.000000 Penalty: 3480.984619
	Iteration 11Q: 3 clusters Score -5682327 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -5682926.000000 Penalty: 3480.984619
	Iteration 12Q: 3 clusters Score -5682926 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5683358.000000 Penalty: 3480.984619
	Iteration 13Q: 3 clusters Score -5683358 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5683670.000000 Penalty: 3480.984619
	Iteration 14Q: 3 clusters Score -5683670 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5683912.000000 Penalty: 3480.984619
	Iteration 15Q: 3 clusters Score -5683912 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5684090.500000 Penalty: 3480.984619
	Iteration 16Q: 3 clusters Score -5684090 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5684211.000000 Penalty: 3480.984619
	Iteration 17Q: 3 clusters Score -5684211 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5684322.000000 Penalty: 3480.984619
	Iteration 18Q: 3 clusters Score -5684322 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5684403.500000 Penalty: 3480.984619
	Iteration 19Q: 3 clusters Score -5684404 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5684502.500000 Penalty: 3480.984619
	Iteration 20F: 3 clusters Score -5684502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5684546.500000 Penalty: 3480.984619
	Iteration 21Q: 3 clusters Score -5684546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5684599.000000 Penalty: 3480.984619
	Iteration 22Q: 3 clusters Score -5684599 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5684625.500000 Penalty: 3480.984619
	Iteration 23Q: 3 clusters Score -5684626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5684653.500000 Penalty: 3480.984619
	Iteration 24Q: 3 clusters Score -5684654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5684663.000000 Penalty: 3480.984619
	Iteration 25Q: 3 clusters Score -5684663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5684675.500000 Penalty: 3480.984619
	Iteration 26Q: 3 clusters Score -5684676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5684696.000000 Penalty: 3480.984619
	Iteration 27Q: 3 clusters Score -5684696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5684719.500000 Penalty: 3480.984619
	Iteration 28Q: 3 clusters Score -5684720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5684725.500000 Penalty: 3480.984619
	Iteration 29Q: 3 clusters Score -5684726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5684735.500000 Penalty: 3480.984619
	Iteration 30Q: 3 clusters Score -5684736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5684742.000000 Penalty: 3480.984619
	Iteration 31Q: 3 clusters Score -5684742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5684749.000000 Penalty: 3480.984619
	Iteration 32Q: 3 clusters Score -5684749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5684759.500000 Penalty: 3480.984619
	Iteration 33Q: 3 clusters Score -5684760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5684759.000000 Penalty: 3480.984619
	Iteration 34Q: 3 clusters Score -5684759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5684764.500000 Penalty: 3480.984619
	Iteration 35Q: 3 clusters Score -5684764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5684768.000000 Penalty: 3480.984619
	Iteration 36Q: 3 clusters Score -5684768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5684771.500000 Penalty: 3480.984619
	Iteration 37Q: 3 clusters Score -5684772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5684776.500000 Penalty: 3480.984619
	Iteration 38Q: 3 clusters Score -5684776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5684782.500000 Penalty: 3480.984619
	Iteration 39Q: 3 clusters Score -5684782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5684789.000000 Penalty: 3480.984619
	Iteration 40F: 3 clusters Score -5684789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5684790.000000 Penalty: 3480.984619
	Iteration 41Q: 3 clusters Score -5684790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5684790.500000 Penalty: 3480.984619
	Iteration 42Q: 3 clusters Score -5684790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5684803.000000 Penalty: 3480.984619
	Iteration 43Q: 3 clusters Score -5684803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5684803.000000 Penalty: 3480.984619
	Iteration 44Q: 3 clusters Score -5684803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5684804.000000 Penalty: 3480.984619
	Iteration 45Q: 3 clusters Score -5684804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5684807.500000 Penalty: 3480.984619
	Iteration 46Q: 3 clusters Score -5684808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5684809.500000 Penalty: 3480.984619
	Iteration 47Q: 3 clusters Score -5684810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5684817.500000 Penalty: 3480.984619
	Iteration 48Q: 3 clusters Score -5684818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5684821.000000 Penalty: 3480.984619
	Iteration 49Q: 3 clusters Score -5684821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5684817.000000 Penalty: 3480.984619
	Iteration 50Q: 3 clusters Score -5684817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5684816.500000 Penalty: 3480.984619
	Iteration 51Q: 3 clusters Score -5684816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5684822.500000 Penalty: 3480.984619
	Iteration 52Q: 3 clusters Score -5684822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5684820.500000 Penalty: 3480.984619
	Iteration 53Q: 3 clusters Score -5684820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5684826.000000 Penalty: 3480.984619
	Iteration 54Q: 3 clusters Score -5684826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5684824.000000 Penalty: 3480.984619
	Iteration 55Q: 3 clusters Score -5684824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5684829.500000 Penalty: 3480.984619
	Iteration 56Q: 3 clusters Score -5684830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5684827.500000 Penalty: 3480.984619
	Iteration 57Q: 3 clusters Score -5684828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5684828.500000 Penalty: 3480.984619
	Iteration 58Q: 3 clusters Score -5684828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5684835.500000 Penalty: 3480.984619
	Iteration 59Q: 3 clusters Score -5684836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5684843.500000 Penalty: 3480.984619
	Iteration 60F: 3 clusters Score -5684844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5684840.000000 Penalty: 3480.984619
	Iteration 61Q: 3 clusters Score -5684840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5684848.500000 Penalty: 3480.984619
	Iteration 62Q: 3 clusters Score -5684848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5684849.000000 Penalty: 3480.984619
	Iteration 63Q: 3 clusters Score -5684849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5684853.000000 Penalty: 3480.984619
	Iteration 64Q: 3 clusters Score -5684853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5684854.500000 Penalty: 3480.984619
	Iteration 65Q: 3 clusters Score -5684854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5684859.500000 Penalty: 3480.984619
	Iteration 66Q: 3 clusters Score -5684860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5684857.000000 Penalty: 3480.984619
	Iteration 67Q: 3 clusters Score -5684857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5684854.500000 Penalty: 3480.984619
	Iteration 68Q: 3 clusters Score -5684854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5684851.000000 Penalty: 3480.984619
	Iteration 69Q: 3 clusters Score -5684851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5684853.000000 Penalty: 3480.984619
	Iteration 70Q: 3 clusters Score -5684853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5684854.000000 Penalty: 3480.984619
	Iteration 71Q: 3 clusters Score -5684854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5684855.000000 Penalty: 3480.984619
	Iteration 72Q: 3 clusters Score -5684855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5684853.000000 Penalty: 3480.984619
	Iteration 73Q: 3 clusters Score -5684853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5684853.000000 Penalty: 3480.984619
	Iteration 74F: 3 clusters Score -5684853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Entering Unmasked Estep 
Score: -6807525.000000 Penalty: 1769.784546
	Iteration 0F: 2 clusters Score -6807525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -6771728.000000 Penalty: 3539.569092
	Iteration 0F: 3 clusters Score -6771728 nChanged 25246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -6786057.000000 Penalty: 3539.569092
	Iteration 1F: 3 clusters Score -6786057 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -6786555.500000 Penalty: 3539.569092
	Iteration 2Q: 3 clusters Score -6786556 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -6787020.500000 Penalty: 3539.569092
	Iteration 3Q: 3 clusters Score -6787020 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -6787518.000000 Penalty: 3539.569092
	Iteration 4Q: 3 clusters Score -6787518 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -6787966.500000 Penalty: 3539.569092
	Iteration 5Q: 3 clusters Score -6787966 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -6788498.000000 Penalty: 3539.569092
	Iteration 6Q: 3 clusters Score -6788498 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -6789231.500000 Penalty: 3539.569092
	Iteration 7Q: 3 clusters Score -6789232 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -6790341.500000 Penalty: 3539.569092
	Iteration 8Q: 3 clusters Score -6790342 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -6792052.500000 Penalty: 3539.569092
	Iteration 9F: 3 clusters Score -6792052 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -6794448.000000 Penalty: 3539.569092
	Iteration 10F: 3 clusters Score -6794448 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -6797413.000000 Penalty: 3539.569092
	Iteration 11F: 3 clusters Score -6797413 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -6800055.000000 Penalty: 3539.569092
	Iteration 12F: 3 clusters Score -6800055 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -6801870.000000 Penalty: 3539.569092
	Iteration 13Q: 3 clusters Score -6801870 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -6803035.500000 Penalty: 3539.569092
	Iteration 14Q: 3 clusters Score -6803036 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -6803743.000000 Penalty: 3539.569092
	Iteration 15Q: 3 clusters Score -6803743 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -6804210.500000 Penalty: 3539.569092
	Iteration 16Q: 3 clusters Score -6804210 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -6804572.000000 Penalty: 3539.569092
	Iteration 17Q: 3 clusters Score -6804572 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -6804866.000000 Penalty: 3539.569092
	Iteration 18Q: 3 clusters Score -6804866 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -6805050.000000 Penalty: 3539.569092
	Iteration 19Q: 3 clusters Score -6805050 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -6805178.000000 Penalty: 3539.569092
	Iteration 20F: 3 clusters Score -6805178 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -6805267.500000 Penalty: 3539.569092
	Iteration 21Q: 3 clusters Score -6805268 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -6805338.500000 Penalty: 3539.569092
	Iteration 22Q: 3 clusters Score -6805338 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6805391.000000 Penalty: 3539.569092
	Iteration 23Q: 3 clusters Score -6805391 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -6805448.000000 Penalty: 3539.569092
	Iteration 24Q: 3 clusters Score -6805448 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -6805513.000000 Penalty: 3539.569092
	Iteration 25Q: 3 clusters Score -6805513 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -6805579.500000 Penalty: 3539.569092
	Iteration 26Q: 3 clusters Score -6805580 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -6805623.500000 Penalty: 3539.569092
	Iteration 27Q: 3 clusters Score -6805624 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -6805679.500000 Penalty: 3539.569092
	Iteration 28Q: 3 clusters Score -6805680 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -6805713.500000 Penalty: 3539.569092
	Iteration 29Q: 3 clusters Score -6805714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -6805761.000000 Penalty: 3539.569092
	Iteration 30Q: 3 clusters Score -6805761 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -6805784.000000 Penalty: 3539.569092
	Iteration 31Q: 3 clusters Score -6805784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -6805828.500000 Penalty: 3539.569092
	Iteration 32Q: 3 clusters Score -6805828 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -6805856.000000 Penalty: 3539.569092
	Iteration 33Q: 3 clusters Score -6805856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -6805877.000000 Penalty: 3539.569092
	Iteration 34Q: 3 clusters Score -6805877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -6805894.000000 Penalty: 3539.569092
	Iteration 35Q: 3 clusters Score -6805894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -6805909.000000 Penalty: 3539.569092
	Iteration 36Q: 3 clusters Score -6805909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -6805927.500000 Penalty: 3539.569092
	Iteration 37Q: 3 clusters Score -6805928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -6805936.000000 Penalty: 3539.569092
	Iteration 38Q: 3 clusters Score -6805936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -6805939.000000 Penalty: 3539.569092
	Iteration 39Q: 3 clusters Score -6805939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6805938.000000 Penalty: 3539.569092
	Iteration 40F: 3 clusters Score -6805938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -6805939.500000 Penalty: 3539.569092
	Iteration 41Q: 3 clusters Score -6805940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6805950.500000 Penalty: 3539.569092
	Iteration 42Q: 3 clusters Score -6805950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -6805947.500000 Penalty: 3539.569092
	Iteration 43Q: 3 clusters Score -6805948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -6805956.500000 Penalty: 3539.569092
	Iteration 44Q: 3 clusters Score -6805956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -6805960.500000 Penalty: 3539.569092
	Iteration 45Q: 3 clusters Score -6805960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6805953.500000 Penalty: 3539.569092
	Iteration 46Q: 3 clusters Score -6805954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -6805958.000000 Penalty: 3539.569092
	Iteration 47Q: 3 clusters Score -6805958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -6805958.500000 Penalty: 3539.569092
	Iteration 48Q: 3 clusters Score -6805958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -6805968.500000 Penalty: 3539.569092
	Iteration 49Q: 3 clusters Score -6805968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -6805969.000000 Penalty: 3539.569092
	Iteration 50Q: 3 clusters Score -6805969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -6805965.000000 Penalty: 3539.569092
	Iteration 51Q: 3 clusters Score -6805965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -6805963.000000 Penalty: 3539.569092
	Iteration 52Q: 3 clusters Score -6805963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -6805963.000000 Penalty: 3539.569092
	Iteration 53Q: 3 clusters Score -6805963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -6805967.500000 Penalty: 3539.569092
	Iteration 54Q: 3 clusters Score -6805968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -6805964.000000 Penalty: 3539.569092
	Iteration 55Q: 3 clusters Score -6805964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -6805964.000000 Penalty: 3539.569092
	Iteration 56F: 3 clusters Score -6805964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Entering Unmasked Estep 
Score: -6077194.000000 Penalty: 1748.169678
	Iteration 0F: 2 clusters Score -6077194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -6046015.000000 Penalty: 3496.339355
	Iteration 0F: 3 clusters Score -6046015 nChanged 22034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -6058728.000000 Penalty: 3496.339355
	Iteration 1F: 3 clusters Score -6058728 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6059380.000000 Penalty: 3496.339355
	Iteration 2Q: 3 clusters Score -6059380 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -6060214.500000 Penalty: 3496.339355
	Iteration 3Q: 3 clusters Score -6060214 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -6061590.000000 Penalty: 3496.339355
	Iteration 4F: 3 clusters Score -6061590 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -6063538.000000 Penalty: 3496.339355
	Iteration 5F: 3 clusters Score -6063538 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -6066039.000000 Penalty: 3496.339355
	Iteration 6F: 3 clusters Score -6066039 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -6068497.500000 Penalty: 3496.339355
	Iteration 7F: 3 clusters Score -6068498 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -6070484.000000 Penalty: 3496.339355
	Iteration 8F: 3 clusters Score -6070484 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -6071849.000000 Penalty: 3496.339355
	Iteration 9Q: 3 clusters Score -6071849 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -6072830.000000 Penalty: 3496.339355
	Iteration 10Q: 3 clusters Score -6072830 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6073635.500000 Penalty: 3496.339355
	Iteration 11Q: 3 clusters Score -6073636 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6074236.500000 Penalty: 3496.339355
	Iteration 12Q: 3 clusters Score -6074236 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6074710.500000 Penalty: 3496.339355
	Iteration 13Q: 3 clusters Score -6074710 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6075045.500000 Penalty: 3496.339355
	Iteration 14Q: 3 clusters Score -6075046 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6075265.000000 Penalty: 3496.339355
	Iteration 15Q: 3 clusters Score -6075265 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6075405.500000 Penalty: 3496.339355
	Iteration 16Q: 3 clusters Score -6075406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6075509.500000 Penalty: 3496.339355
	Iteration 17Q: 3 clusters Score -6075510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6075560.500000 Penalty: 3496.339355
	Iteration 18Q: 3 clusters Score -6075560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6075588.000000 Penalty: 3496.339355
	Iteration 19Q: 3 clusters Score -6075588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6075605.000000 Penalty: 3496.339355
	Iteration 20F: 3 clusters Score -6075605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6075616.000000 Penalty: 3496.339355
	Iteration 21Q: 3 clusters Score -6075616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6075624.500000 Penalty: 3496.339355
	Iteration 22Q: 3 clusters Score -6075624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6075642.000000 Penalty: 3496.339355
	Iteration 23Q: 3 clusters Score -6075642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6075653.000000 Penalty: 3496.339355
	Iteration 24Q: 3 clusters Score -6075653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6075658.000000 Penalty: 3496.339355
	Iteration 25Q: 3 clusters Score -6075658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6075660.500000 Penalty: 3496.339355
	Iteration 26Q: 3 clusters Score -6075660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6075669.000000 Penalty: 3496.339355
	Iteration 27Q: 3 clusters Score -6075669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6075671.500000 Penalty: 3496.339355
	Iteration 28Q: 3 clusters Score -6075672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6075671.500000 Penalty: 3496.339355
	Iteration 29F: 3 clusters Score -6075672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Entering Unmasked Estep 
Score: -1586952.000000 Penalty: 1532.954224
	Iteration 0F: 2 clusters Score -1586952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1578177.625000 Penalty: 3065.908447
	Iteration 0F: 3 clusters Score -1578178 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1580996.250000 Penalty: 3065.908447
	Iteration 1F: 3 clusters Score -1580996 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1581290.750000 Penalty: 3065.908447
	Iteration 2F: 3 clusters Score -1581291 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1581557.750000 Penalty: 3065.908447
	Iteration 3F: 3 clusters Score -1581558 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1581772.000000 Penalty: 3065.908447
	Iteration 4Q: 3 clusters Score -1581772 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1581993.875000 Penalty: 3065.908447
	Iteration 5Q: 3 clusters Score -1581994 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1582228.125000 Penalty: 3065.908447
	Iteration 6Q: 3 clusters Score -1582228 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1582503.000000 Penalty: 3065.908447
	Iteration 7Q: 3 clusters Score -1582503 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1582875.500000 Penalty: 3065.908447
	Iteration 8Q: 3 clusters Score -1582876 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1583344.750000 Penalty: 3065.908447
	Iteration 9F: 3 clusters Score -1583345 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1583864.750000 Penalty: 3065.908447
	Iteration 10F: 3 clusters Score -1583865 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1584340.000000 Penalty: 3065.908447
	Iteration 11F: 3 clusters Score -1584340 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1584604.750000 Penalty: 3065.908447
	Iteration 12Q: 3 clusters Score -1584605 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1584729.000000 Penalty: 3065.908447
	Iteration 13Q: 3 clusters Score -1584729 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1584797.250000 Penalty: 3065.908447
	Iteration 14Q: 3 clusters Score -1584797 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1584846.000000 Penalty: 3065.908447
	Iteration 15Q: 3 clusters Score -1584846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1584878.500000 Penalty: 3065.908447
	Iteration 16Q: 3 clusters Score -1584878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1584906.375000 Penalty: 3065.908447
	Iteration 17Q: 3 clusters Score -1584906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1584938.750000 Penalty: 3065.908447
	Iteration 18Q: 3 clusters Score -1584939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1584959.875000 Penalty: 3065.908447
	Iteration 19Q: 3 clusters Score -1584960 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1584984.000000 Penalty: 3065.908447
	Iteration 20F: 3 clusters Score -1584984 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1585012.125000 Penalty: 3065.908447
	Iteration 21Q: 3 clusters Score -1585012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1585036.625000 Penalty: 3065.908447
	Iteration 22Q: 3 clusters Score -1585037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1585054.500000 Penalty: 3065.908447
	Iteration 23Q: 3 clusters Score -1585054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1585070.750000 Penalty: 3065.908447
	Iteration 24Q: 3 clusters Score -1585071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1585079.375000 Penalty: 3065.908447
	Iteration 25Q: 3 clusters Score -1585079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1585089.875000 Penalty: 3065.908447
	Iteration 26Q: 3 clusters Score -1585090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1585110.250000 Penalty: 3065.908447
	Iteration 27Q: 3 clusters Score -1585110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1585124.875000 Penalty: 3065.908447
	Iteration 28Q: 3 clusters Score -1585125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1585131.250000 Penalty: 3065.908447
	Iteration 29Q: 3 clusters Score -1585131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1585142.500000 Penalty: 3065.908447
	Iteration 30Q: 3 clusters Score -1585142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1585150.250000 Penalty: 3065.908447
	Iteration 31Q: 3 clusters Score -1585150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1585165.500000 Penalty: 3065.908447
	Iteration 32Q: 3 clusters Score -1585166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1585178.375000 Penalty: 3065.908447
	Iteration 33Q: 3 clusters Score -1585178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1585195.625000 Penalty: 3065.908447
	Iteration 34Q: 3 clusters Score -1585196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1585209.625000 Penalty: 3065.908447
	Iteration 35Q: 3 clusters Score -1585210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1585213.500000 Penalty: 3065.908447
	Iteration 36Q: 3 clusters Score -1585214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1585222.250000 Penalty: 3065.908447
	Iteration 37Q: 3 clusters Score -1585222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1585229.000000 Penalty: 3065.908447
	Iteration 38Q: 3 clusters Score -1585229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1585235.500000 Penalty: 3065.908447
	Iteration 39Q: 3 clusters Score -1585236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1585238.875000 Penalty: 3065.908447
	Iteration 40F: 3 clusters Score -1585239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1585246.625000 Penalty: 3065.908447
	Iteration 41Q: 3 clusters Score -1585247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1585255.500000 Penalty: 3065.908447
	Iteration 42Q: 3 clusters Score -1585256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1585261.375000 Penalty: 3065.908447
	Iteration 43Q: 3 clusters Score -1585261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1585266.625000 Penalty: 3065.908447
	Iteration 44Q: 3 clusters Score -1585267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1585271.000000 Penalty: 3065.908447
	Iteration 45Q: 3 clusters Score -1585271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1585269.250000 Penalty: 3065.908447
	Iteration 46Q: 3 clusters Score -1585269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1585276.750000 Penalty: 3065.908447
	Iteration 47Q: 3 clusters Score -1585277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1585279.375000 Penalty: 3065.908447
	Iteration 48Q: 3 clusters Score -1585279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1585285.500000 Penalty: 3065.908447
	Iteration 49Q: 3 clusters Score -1585286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1585287.125000 Penalty: 3065.908447
	Iteration 50Q: 3 clusters Score -1585287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1585288.875000 Penalty: 3065.908447
	Iteration 51Q: 3 clusters Score -1585289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1585293.500000 Penalty: 3065.908447
	Iteration 52Q: 3 clusters Score -1585294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1585296.125000 Penalty: 3065.908447
	Iteration 53Q: 3 clusters Score -1585296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1585304.125000 Penalty: 3065.908447
	Iteration 54Q: 3 clusters Score -1585304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1585307.500000 Penalty: 3065.908447
	Iteration 55Q: 3 clusters Score -1585308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1585315.500000 Penalty: 3065.908447
	Iteration 56Q: 3 clusters Score -1585316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1585318.625000 Penalty: 3065.908447
	Iteration 57Q: 3 clusters Score -1585319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1585320.875000 Penalty: 3065.908447
	Iteration 58Q: 3 clusters Score -1585321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1585323.250000 Penalty: 3065.908447
	Iteration 59Q: 3 clusters Score -1585323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1585333.125000 Penalty: 3065.908447
	Iteration 60F: 3 clusters Score -1585333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1585331.375000 Penalty: 3065.908447
	Iteration 61Q: 3 clusters Score -1585331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1585332.625000 Penalty: 3065.908447
	Iteration 62Q: 3 clusters Score -1585333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1585332.125000 Penalty: 3065.908447
	Iteration 63Q: 3 clusters Score -1585332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1585338.875000 Penalty: 3065.908447
	Iteration 64Q: 3 clusters Score -1585339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1585344.000000 Penalty: 3065.908447
	Iteration 65Q: 3 clusters Score -1585344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1585345.625000 Penalty: 3065.908447
	Iteration 66Q: 3 clusters Score -1585346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1585356.375000 Penalty: 3065.908447
	Iteration 67Q: 3 clusters Score -1585356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1585359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1585365.750000 Penalty: 3065.908447
	Iteration 69Q: 3 clusters Score -1585366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1585375.250000 Penalty: 3065.908447
	Iteration 70Q: 3 clusters Score -1585375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1585377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1585378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1585384.125000 Penalty: 3065.908447
	Iteration 73Q: 3 clusters Score -1585384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1585387.000000 Penalty: 3065.908447
	Iteration 74Q: 3 clusters Score -1585387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1585391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1585388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1585392.625000 Penalty: 3065.908447
	Iteration 77Q: 3 clusters Score -1585393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1585397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1585396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1585397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1585397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1585398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1585400.625000 Penalty: 3065.908447
	Iteration 83Q: 3 clusters Score -1585401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1585402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1585401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1585400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1585402.625000 Penalty: 3065.908447
	Iteration 87Q: 3 clusters Score -1585403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1585403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1585403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1585406.375000 Penalty: 3065.908447
	Iteration 90Q: 3 clusters Score -1585406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1585408.875000 Penalty: 3065.908447
	Iteration 91Q: 3 clusters Score -1585409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1585410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1585408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1585411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1585412.875000 Penalty: 3065.908447
	Iteration 95Q: 3 clusters Score -1585413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1585412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1585409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1585412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1585414.375000 Penalty: 3065.908447
	Iteration 99Q: 3 clusters Score -1585414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1585413.125000 Penalty: 3065.908447
	Iteration 100F: 3 clusters Score -1585413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1585416.875000 Penalty: 3065.908447
	Iteration 101Q: 3 clusters Score -1585417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1585427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1585424.875000 Penalty: 3065.908447
	Iteration 103Q: 3 clusters Score -1585425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1585428.125000 Penalty: 3065.908447
	Iteration 104Q: 3 clusters Score -1585428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1585429.000000 Penalty: 3065.908447
	Iteration 105Q: 3 clusters Score -1585429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1585435.000000 Penalty: 3065.908447
	Iteration 106Q: 3 clusters Score -1585435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1585440.250000 Penalty: 3065.908447
	Iteration 107Q: 3 clusters Score -1585440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1585448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1585449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1585452.000000 Penalty: 3065.908447
	Iteration 110Q: 3 clusters Score -1585452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1585456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1585458.875000 Penalty: 3065.908447
	Iteration 112Q: 3 clusters Score -1585459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1585459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1585465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1585470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1585473.125000 Penalty: 3065.908447
	Iteration 116Q: 3 clusters Score -1585473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1585474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1585473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1585475.875000 Penalty: 3065.908447
	Iteration 119Q: 3 clusters Score -1585476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1585477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1585475 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1585476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1585477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1585479.875000 Penalty: 3065.908447
	Iteration 124Q: 3 clusters Score -1585480 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1585482 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1585480 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1585477 nChanged 5
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Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1585480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1585480 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1585481 nChanged 2
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Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1585484 nChanged 5
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Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1585487 nChanged 6
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Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1585485 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1585489.625000 Penalty: 3065.908447
	Iteration 134Q: 3 clusters Score -1585490 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1585490 nChanged 2
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Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1585491 nChanged 4
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Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1585492 nChanged 5
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Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1585491 nChanged 3
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Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11242 members 
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	Iteration 139Q: 3 clusters Score -1585491 nChanged 2
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Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1585489 nChanged 3
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	Iteration 141Q: 3 clusters Score -1585490 nChanged 1
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Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11248 members 
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	Iteration 142Q: 3 clusters Score -1585490 nChanged 3
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	Iteration 143Q: 3 clusters Score -1585490 nChanged 2
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Mstep: Class 1 contains 1248 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1585493 nChanged 5
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Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1585494 nChanged 7
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Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1585496 nChanged 9
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Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1585494 nChanged 9
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Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1585498 nChanged 10
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Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1585499 nChanged 7
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	Iteration 150Q: 3 clusters Score -1585499 nChanged 3
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Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1585502 nChanged 3
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Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1585501 nChanged 1
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Mstep: Class 1 contains 1194 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1585501 nChanged 3
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Entering Unmasked Estep 
Score: -1585503.500000 Penalty: 3065.908447
	Iteration 154Q: 3 clusters Score -1585504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1585503.625000 Penalty: 3065.908447
	Iteration 155Q: 3 clusters Score -1585504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1585501.875000 Penalty: 3065.908447
	Iteration 156Q: 3 clusters Score -1585502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1585502.500000 Penalty: 3065.908447
	Iteration 157Q: 3 clusters Score -1585502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1585502.500000 Penalty: 3065.908447
	Iteration 158F: 3 clusters Score -1585502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Entering Unmasked Estep 
Score: -8385655.500000 Penalty: 1805.966675
	Iteration 0F: 2 clusters Score -8385656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -8341179.000000 Penalty: 3611.933350
	Iteration 0F: 3 clusters Score -8341179 nChanged 31793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -8359294.000000 Penalty: 3611.933350
	Iteration 1F: 3 clusters Score -8359294 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -8359792.500000 Penalty: 3611.933350
	Iteration 2Q: 3 clusters Score -8359792 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -8360339.500000 Penalty: 3611.933350
	Iteration 3Q: 3 clusters Score -8360340 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -8360965.500000 Penalty: 3611.933350
	Iteration 4Q: 3 clusters Score -8360966 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -8361742.000000 Penalty: 3611.933350
	Iteration 5Q: 3 clusters Score -8361742 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -8362800.000000 Penalty: 3611.933350
	Iteration 6Q: 3 clusters Score -8362800 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -8364376.500000 Penalty: 3611.933350
	Iteration 7Q: 3 clusters Score -8364376 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -8366687.000000 Penalty: 3611.933350
	Iteration 8F: 3 clusters Score -8366687 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -8369470.000000 Penalty: 3611.933350
	Iteration 9F: 3 clusters Score -8369470 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -8371961.000000 Penalty: 3611.933350
	Iteration 10F: 3 clusters Score -8371961 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -8373392.000000 Penalty: 3611.933350
	Iteration 11Q: 3 clusters Score -8373392 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -8373897.500000 Penalty: 3611.933350
	Iteration 12Q: 3 clusters Score -8373898 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -8374187.000000 Penalty: 3611.933350
	Iteration 13Q: 3 clusters Score -8374187 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -8374464.500000 Penalty: 3611.933350
	Iteration 14Q: 3 clusters Score -8374464 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -8374709.000000 Penalty: 3611.933350
	Iteration 15Q: 3 clusters Score -8374709 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -8375048.500000 Penalty: 3611.933350
	Iteration 16Q: 3 clusters Score -8375048 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -8375292.500000 Penalty: 3611.933350
	Iteration 17Q: 3 clusters Score -8375292 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -8375549.500000 Penalty: 3611.933350
	Iteration 18Q: 3 clusters Score -8375550 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -8375892.000000 Penalty: 3611.933350
	Iteration 19Q: 3 clusters Score -8375892 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -8376168.000000 Penalty: 3611.933350
	Iteration 20F: 3 clusters Score -8376168 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -8376546.000000 Penalty: 3611.933350
	Iteration 21Q: 3 clusters Score -8376546 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -8377007.000000 Penalty: 3611.933350
	Iteration 22Q: 3 clusters Score -8377007 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -8377492.000000 Penalty: 3611.933350
	Iteration 23Q: 3 clusters Score -8377492 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -8378019.000000 Penalty: 3611.933350
	Iteration 24Q: 3 clusters Score -8378019 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8378587.500000 Penalty: 3611.933350
	Iteration 25Q: 3 clusters Score -8378588 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -8379221.000000 Penalty: 3611.933350
	Iteration 26Q: 3 clusters Score -8379221 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -8379914.000000 Penalty: 3611.933350
	Iteration 27Q: 3 clusters Score -8379914 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -8380600.500000 Penalty: 3611.933350
	Iteration 28Q: 3 clusters Score -8380600 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -8381214.500000 Penalty: 3611.933350
	Iteration 29Q: 3 clusters Score -8381214 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -8381702.000000 Penalty: 3611.933350
	Iteration 30Q: 3 clusters Score -8381702 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -8382125.500000 Penalty: 3611.933350
	Iteration 31Q: 3 clusters Score -8382126 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -8382440.500000 Penalty: 3611.933350
	Iteration 32Q: 3 clusters Score -8382440 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -8382734.000000 Penalty: 3611.933350
	Iteration 33Q: 3 clusters Score -8382734 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -8382899.500000 Penalty: 3611.933350
	Iteration 34Q: 3 clusters Score -8382900 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -8383004.500000 Penalty: 3611.933350
	Iteration 35Q: 3 clusters Score -8383004 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -8383082.000000 Penalty: 3611.933350
	Iteration 36Q: 3 clusters Score -8383082 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -8383152.000000 Penalty: 3611.933350
	Iteration 37Q: 3 clusters Score -8383152 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -8383219.000000 Penalty: 3611.933350
	Iteration 38Q: 3 clusters Score -8383219 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -8383249.000000 Penalty: 3611.933350
	Iteration 39Q: 3 clusters Score -8383249 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -8383305.000000 Penalty: 3611.933350
	Iteration 40F: 3 clusters Score -8383305 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -8383358.000000 Penalty: 3611.933350
	Iteration 41Q: 3 clusters Score -8383358 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -8383386.500000 Penalty: 3611.933350
	Iteration 42Q: 3 clusters Score -8383386 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -8383439.500000 Penalty: 3611.933350
	Iteration 43Q: 3 clusters Score -8383440 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -8383482.500000 Penalty: 3611.933350
	Iteration 44Q: 3 clusters Score -8383482 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -8383517.500000 Penalty: 3611.933350
	Iteration 45Q: 3 clusters Score -8383518 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -8383547.500000 Penalty: 3611.933350
	Iteration 46Q: 3 clusters Score -8383548 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -8383572.500000 Penalty: 3611.933350
	Iteration 47Q: 3 clusters Score -8383572 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -8383577.500000 Penalty: 3611.933350
	Iteration 48Q: 3 clusters Score -8383578 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -8383580.500000 Penalty: 3611.933350
	Iteration 49Q: 3 clusters Score -8383580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -8383609.500000 Penalty: 3611.933350
	Iteration 50Q: 3 clusters Score -8383610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8383635.000000 Penalty: 3611.933350
	Iteration 51Q: 3 clusters Score -8383635 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8383664.000000 Penalty: 3611.933350
	Iteration 52Q: 3 clusters Score -8383664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -8383686.500000 Penalty: 3611.933350
	Iteration 53Q: 3 clusters Score -8383686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -8383700.500000 Penalty: 3611.933350
	Iteration 54Q: 3 clusters Score -8383700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -8383739.000000 Penalty: 3611.933350
	Iteration 55Q: 3 clusters Score -8383739 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -8383766.500000 Penalty: 3611.933350
	Iteration 56Q: 3 clusters Score -8383766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8383780.500000 Penalty: 3611.933350
	Iteration 57Q: 3 clusters Score -8383780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8383803.000000 Penalty: 3611.933350
	Iteration 58Q: 3 clusters Score -8383803 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -8383826.000000 Penalty: 3611.933350
	Iteration 59Q: 3 clusters Score -8383826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8383840.000000 Penalty: 3611.933350
	Iteration 60F: 3 clusters Score -8383840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8383833.500000 Penalty: 3611.933350
	Iteration 61Q: 3 clusters Score -8383834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8383841.500000 Penalty: 3611.933350
	Iteration 62Q: 3 clusters Score -8383842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8383863.500000 Penalty: 3611.933350
	Iteration 63Q: 3 clusters Score -8383864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8383854.500000 Penalty: 3611.933350
	Iteration 64Q: 3 clusters Score -8383854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8383864.500000 Penalty: 3611.933350
	Iteration 65Q: 3 clusters Score -8383864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8383876.000000 Penalty: 3611.933350
	Iteration 66Q: 3 clusters Score -8383876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8383875.000000 Penalty: 3611.933350
	Iteration 67Q: 3 clusters Score -8383875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8383885.000000 Penalty: 3611.933350
	Iteration 68Q: 3 clusters Score -8383885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8383886.000000 Penalty: 3611.933350
	Iteration 69Q: 3 clusters Score -8383886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8383887.500000 Penalty: 3611.933350
	Iteration 70Q: 3 clusters Score -8383888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -8383892.500000 Penalty: 3611.933350
	Iteration 71Q: 3 clusters Score -8383892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8383893.000000 Penalty: 3611.933350
	Iteration 72Q: 3 clusters Score -8383893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -8383907.000000 Penalty: 3611.933350
	Iteration 73Q: 3 clusters Score -8383907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8383917.000000 Penalty: 3611.933350
	Iteration 74Q: 3 clusters Score -8383917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8383906.000000 Penalty: 3611.933350
	Iteration 75Q: 3 clusters Score -8383906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8383914.000000 Penalty: 3611.933350
	Iteration 76Q: 3 clusters Score -8383914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8383903.000000 Penalty: 3611.933350
	Iteration 77Q: 3 clusters Score -8383903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8383917.000000 Penalty: 3611.933350
	Iteration 78Q: 3 clusters Score -8383917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8383922.500000 Penalty: 3611.933350
	Iteration 79Q: 3 clusters Score -8383922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8383931.000000 Penalty: 3611.933350
	Iteration 80F: 3 clusters Score -8383931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8383931.500000 Penalty: 3611.933350
	Iteration 81Q: 3 clusters Score -8383932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8383932.500000 Penalty: 3611.933350
	Iteration 82Q: 3 clusters Score -8383932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8383927.000000 Penalty: 3611.933350
	Iteration 83Q: 3 clusters Score -8383927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8383928.000000 Penalty: 3611.933350
	Iteration 84Q: 3 clusters Score -8383928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8383932.500000 Penalty: 3611.933350
	Iteration 85Q: 3 clusters Score -8383932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8383935.500000 Penalty: 3611.933350
	Iteration 86Q: 3 clusters Score -8383936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8383936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8383932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8383934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8383934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
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	Iteration 91F: 3 clusters Score -8383934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 5727 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 64135 members 
Mstep: Class 5 contains 68632 members 
Mstep: Class 6 contains 86970 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 55751 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 14 contains 44834 members 
Mstep: Class 15 contains 53690 members 
Mstep: Class 16 contains 47003 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 21 contains 67080 members 
Entering Unmasked Estep 
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Iteration 79Q: 15 clusters Score -6.578952e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 6240 members 
Mstep: Class 4 contains 63793 members 
Mstep: Class 5 contains 68647 members 
Mstep: Class 6 contains 86749 members 
Mstep: Class 7 contains 131 members 
Mstep: Class 9 contains 56383 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 14 contains 44642 members 
Mstep: Class 15 contains 53638 members 
Mstep: Class 16 contains 47059 members 
Mstep: Class 19 contains 12494 members 
Mstep: Class 21 contains 67321 members 
Entering Unmasked Estep 
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Iteration 80F: 15 clusters Score -6.57899e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 63443 members 
Mstep: Class 5 contains 68642 members 
Mstep: Class 6 contains 86521 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 57031 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 14 contains 44468 members 
Mstep: Class 15 contains 53565 members 
Mstep: Class 16 contains 47111 members 
Mstep: Class 19 contains 12486 members 
Mstep: Class 21 contains 67573 members 
Entering Unmasked Estep 
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Iteration 81Q: 15 clusters Score -6.579029e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 63032 members 
Mstep: Class 5 contains 68647 members 
Mstep: Class 6 contains 86290 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 57748 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 14 contains 44265 members 
Mstep: Class 15 contains 53495 members 
Mstep: Class 16 contains 47178 members 
Mstep: Class 19 contains 12465 members 
Mstep: Class 21 contains 67825 members 
Entering Unmasked Estep 
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Iteration 82Q: 15 clusters Score -6.579077e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 5789 members 
Mstep: Class 4 contains 62533 members 
Mstep: Class 5 contains 68639 members 
Mstep: Class 6 contains 86033 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 58534 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 14 contains 44095 members 
Mstep: Class 15 contains 53419 members 
Mstep: Class 16 contains 47254 members 
Mstep: Class 19 contains 12448 members 
Mstep: Class 21 contains 68073 members 
Entering Unmasked Estep 
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Iteration 83Q: 15 clusters Score -6.579119e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 5718 members 
Mstep: Class 3 contains 5641 members 
Mstep: Class 4 contains 62017 members 
Mstep: Class 5 contains 68626 members 
Mstep: Class 6 contains 85761 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 59381 members 
Mstep: Class 11 contains 990 members 
Mstep: Class 14 contains 43947 members 
Mstep: Class 15 contains 53325 members 
Mstep: Class 16 contains 47325 members 
Mstep: Class 19 contains 12434 members 
Mstep: Class 21 contains 68318 members 
Entering Unmasked Estep 
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Iteration 84Q: 15 clusters Score -6.579156e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 61456 members 
Mstep: Class 5 contains 68638 members 
Mstep: Class 6 contains 85476 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 60342 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 14 contains 43778 members 
Mstep: Class 15 contains 53219 members 
Mstep: Class 16 contains 47374 members 
Mstep: Class 19 contains 12418 members 
Mstep: Class 21 contains 68535 members 
Entering Unmasked Estep 
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Iteration 85Q: 15 clusters Score -6.579198e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 5353 members 
Mstep: Class 4 contains 60888 members 
Mstep: Class 5 contains 68631 members 
Mstep: Class 6 contains 85172 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 61356 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 14 contains 43613 members 
Mstep: Class 15 contains 53116 members 
Mstep: Class 16 contains 47427 members 
Mstep: Class 19 contains 12402 members 
Mstep: Class 21 contains 68753 members 
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Iteration 86Q: 15 clusters Score -6.579254e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 5204 members 
Mstep: Class 4 contains 60315 members 
Mstep: Class 5 contains 68602 members 
Mstep: Class 6 contains 84839 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 62425 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 14 contains 43434 members 
Mstep: Class 15 contains 52990 members 
Mstep: Class 16 contains 47474 members 
Mstep: Class 19 contains 12392 members 
Mstep: Class 21 contains 69009 members 
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Iteration 87Q: 15 clusters Score -6.579315e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 5056 members 
Mstep: Class 4 contains 59700 members 
Mstep: Class 5 contains 68589 members 
Mstep: Class 6 contains 84514 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 63569 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 14 contains 43217 members 
Mstep: Class 15 contains 52843 members 
Mstep: Class 16 contains 47524 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 21 contains 69255 members 
Entering Unmasked Estep 
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Iteration 88Q: 15 clusters Score -6.579386e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 4908 members 
Mstep: Class 4 contains 59054 members 
Mstep: Class 5 contains 68579 members 
Mstep: Class 6 contains 84163 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 64836 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 14 contains 42975 members 
Mstep: Class 15 contains 52677 members 
Mstep: Class 16 contains 47547 members 
Mstep: Class 19 contains 12392 members 
Mstep: Class 21 contains 69493 members 
Entering Unmasked Estep 
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Iteration 89Q: 15 clusters Score -6.579468e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 58415 members 
Mstep: Class 5 contains 68565 members 
Mstep: Class 6 contains 83799 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 66129 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 14 contains 42744 members 
Mstep: Class 15 contains 52500 members 
Mstep: Class 16 contains 47569 members 
Mstep: Class 19 contains 12412 members 
Mstep: Class 21 contains 69693 members 
Entering Unmasked Estep 
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Iteration 90Q: 15 clusters Score -6.579539e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 57831 members 
Mstep: Class 5 contains 68538 members 
Mstep: Class 6 contains 83422 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 67460 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 15 contains 52299 members 
Mstep: Class 16 contains 47582 members 
Mstep: Class 19 contains 12444 members 
Mstep: Class 21 contains 69882 members 
Entering Unmasked Estep 
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Iteration 91Q: 15 clusters Score -6.579608e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 57277 members 
Mstep: Class 5 contains 68571 members 
Mstep: Class 6 contains 83041 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 68757 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 14 contains 42236 members 
Mstep: Class 15 contains 52101 members 
Mstep: Class 16 contains 47600 members 
Mstep: Class 19 contains 12467 members 
Mstep: Class 21 contains 70049 members 
Entering Unmasked Estep 
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Iteration 92Q: 15 clusters Score -6.579723e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 5722 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 56684 members 
Mstep: Class 5 contains 68602 members 
Mstep: Class 6 contains 82655 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 70100 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 14 contains 41932 members 
Mstep: Class 15 contains 51922 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 19 contains 12519 members 
Mstep: Class 21 contains 70211 members 
Entering Unmasked Estep 
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Iteration 93Q: 15 clusters Score -6.57983e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 56062 members 
Mstep: Class 5 contains 68640 members 
Mstep: Class 6 contains 82256 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 71541 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 15 contains 51730 members 
Mstep: Class 16 contains 47591 members 
Mstep: Class 19 contains 12567 members 
Mstep: Class 21 contains 70374 members 
Entering Unmasked Estep 
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Iteration 94Q: 15 clusters Score -6.579903e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 5734 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 55434 members 
Mstep: Class 5 contains 68653 members 
Mstep: Class 6 contains 81824 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 73072 members 
Mstep: Class 11 contains 1009 members 
Mstep: Class 14 contains 41242 members 
Mstep: Class 15 contains 51468 members 
Mstep: Class 16 contains 47562 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 21 contains 70558 members 
Entering Unmasked Estep 
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Iteration 95Q: 15 clusters Score -6.579999e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 5738 members 
Mstep: Class 3 contains 3913 members 
Mstep: Class 4 contains 54729 members 
Mstep: Class 5 contains 68676 members 
Mstep: Class 6 contains 81399 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 74753 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 14 contains 40871 members 
Mstep: Class 15 contains 51168 members 
Mstep: Class 16 contains 47532 members 
Mstep: Class 19 contains 12695 members 
Mstep: Class 21 contains 70698 members 
Entering Unmasked Estep 
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Iteration 96Q: 15 clusters Score -6.58004e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 5738 members 
Mstep: Class 3 contains 3812 members 
Mstep: Class 4 contains 54110 members 
Mstep: Class 5 contains 68750 members 
Mstep: Class 6 contains 80943 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 76364 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 14 contains 40451 members 
Mstep: Class 15 contains 50868 members 
Mstep: Class 16 contains 47503 members 
Mstep: Class 19 contains 12752 members 
Mstep: Class 21 contains 70852 members 
Entering Unmasked Estep 
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Iteration 97Q: 15 clusters Score -6.580064e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 5733 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 53625 members 
Mstep: Class 5 contains 68838 members 
Mstep: Class 6 contains 80575 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 77698 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 14 contains 40080 members 
Mstep: Class 15 contains 50575 members 
Mstep: Class 16 contains 47437 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 21 contains 71030 members 
Entering Unmasked Estep 
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Iteration 98Q: 15 clusters Score -6.580094e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 5730 members 
Mstep: Class 3 contains 3578 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 68888 members 
Mstep: Class 6 contains 80227 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 78674 members 
Mstep: Class 11 contains 1033 members 
Mstep: Class 14 contains 39739 members 
Mstep: Class 15 contains 50299 members 
Mstep: Class 16 contains 47376 members 
Mstep: Class 19 contains 12895 members 
Mstep: Class 21 contains 71226 members 
Entering Unmasked Estep 
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Iteration 99Q: 15 clusters Score -6.580098e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 53445 members 
Mstep: Class 5 contains 68939 members 
Mstep: Class 6 contains 79937 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 79375 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 14 contains 39443 members 
Mstep: Class 15 contains 50035 members 
Mstep: Class 16 contains 47310 members 
Mstep: Class 19 contains 12996 members 
Mstep: Class 21 contains 71424 members 
Entering Unmasked Estep 
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Iteration 100F: 15 clusters Score -6.580104e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 53542 members 
Mstep: Class 5 contains 68997 members 
Mstep: Class 6 contains 79700 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 79878 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 14 contains 39227 members 
Mstep: Class 15 contains 49740 members 
Mstep: Class 16 contains 47265 members 
Mstep: Class 19 contains 13073 members 
Mstep: Class 21 contains 71594 members 
Entering Unmasked Estep 
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Iteration 101Q: 15 clusters Score -6.580064e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 3205 members 
Mstep: Class 4 contains 53788 members 
Mstep: Class 5 contains 69043 members 
Mstep: Class 6 contains 79467 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 80205 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 14 contains 39024 members 
Mstep: Class 15 contains 49445 members 
Mstep: Class 16 contains 47239 members 
Mstep: Class 19 contains 13151 members 
Mstep: Class 21 contains 71756 members 
Entering Unmasked Estep 
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Iteration 102Q: 15 clusters Score -6.580057e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 54122 members 
Mstep: Class 5 contains 69084 members 
Mstep: Class 6 contains 79255 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 80392 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 14 contains 38864 members 
Mstep: Class 15 contains 49154 members 
Mstep: Class 16 contains 47200 members 
Mstep: Class 19 contains 13235 members 
Mstep: Class 21 contains 71889 members 
Entering Unmasked Estep 
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Iteration 103Q: 15 clusters Score -6.580066e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 54480 members 
Mstep: Class 5 contains 69122 members 
Mstep: Class 6 contains 79040 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 80509 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 14 contains 38744 members 
Mstep: Class 15 contains 48882 members 
Mstep: Class 16 contains 47165 members 
Mstep: Class 19 contains 13313 members 
Mstep: Class 21 contains 72024 members 
Entering Unmasked Estep 
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Iteration 104Q: 15 clusters Score -6.580056e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 54869 members 
Mstep: Class 5 contains 69132 members 
Mstep: Class 6 contains 78844 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 80571 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 14 contains 38625 members 
Mstep: Class 15 contains 48610 members 
Mstep: Class 16 contains 47125 members 
Mstep: Class 19 contains 13408 members 
Mstep: Class 21 contains 72176 members 
Entering Unmasked Estep 
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Iteration 105Q: 15 clusters Score -6.580072e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 5722 members 
Mstep: Class 3 contains 2766 members 
Mstep: Class 4 contains 55286 members 
Mstep: Class 5 contains 69124 members 
Mstep: Class 6 contains 78652 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 80608 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 14 contains 38515 members 
Mstep: Class 15 contains 48369 members 
Mstep: Class 16 contains 47099 members 
Mstep: Class 19 contains 13503 members 
Mstep: Class 21 contains 72287 members 
Entering Unmasked Estep 
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Iteration 106Q: 15 clusters Score -6.580058e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 5726 members 
Mstep: Class 3 contains 2670 members 
Mstep: Class 4 contains 55734 members 
Mstep: Class 5 contains 69115 members 
Mstep: Class 6 contains 78469 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 80623 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 14 contains 38420 members 
Mstep: Class 15 contains 48145 members 
Mstep: Class 16 contains 47050 members 
Mstep: Class 19 contains 13588 members 
Mstep: Class 21 contains 72381 members 
Entering Unmasked Estep 
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Iteration 107Q: 15 clusters Score -6.580072e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 56186 members 
Mstep: Class 5 contains 69129 members 
Mstep: Class 6 contains 78281 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 80597 members 
Mstep: Class 11 contains 1053 members 
Mstep: Class 14 contains 38327 members 
Mstep: Class 15 contains 47950 members 
Mstep: Class 16 contains 47020 members 
Mstep: Class 19 contains 13651 members 
Mstep: Class 21 contains 72478 members 
Entering Unmasked Estep 
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Iteration 108Q: 15 clusters Score -6.580076e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 56636 members 
Mstep: Class 5 contains 69146 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 133 members 
Mstep: Class 9 contains 80564 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 14 contains 38244 members 
Mstep: Class 15 contains 47777 members 
Mstep: Class 16 contains 46998 members 
Mstep: Class 19 contains 13702 members 
Mstep: Class 21 contains 72559 members 
Entering Unmasked Estep 
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Iteration 109Q: 15 clusters Score -6.580101e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5754 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 57029 members 
Mstep: Class 5 contains 69160 members 
Mstep: Class 6 contains 77975 members 
Mstep: Class 7 contains 134 members 
Mstep: Class 9 contains 80558 members 
Mstep: Class 11 contains 1060 members 
Mstep: Class 14 contains 38155 members 
Mstep: Class 15 contains 47586 members 
Mstep: Class 16 contains 46955 members 
Mstep: Class 19 contains 13752 members 
Mstep: Class 21 contains 72603 members 
Entering Unmasked Estep 
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Iteration 110Q: 15 clusters Score -6.580092e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 5752 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 57381 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 77895 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 9 contains 80562 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 14 contains 38089 members 
Mstep: Class 15 contains 47388 members 
Mstep: Class 16 contains 46931 members 
Mstep: Class 19 contains 13835 members 
Mstep: Class 21 contains 72587 members 
Entering Unmasked Estep 
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Iteration 111Q: 15 clusters Score -6.58009e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 57719 members 
Mstep: Class 5 contains 69189 members 
Mstep: Class 6 contains 77816 members 
Mstep: Class 7 contains 138 members 
Mstep: Class 9 contains 80562 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 14 contains 38029 members 
Mstep: Class 15 contains 47184 members 
Mstep: Class 16 contains 46914 members 
Mstep: Class 19 contains 13926 members 
Mstep: Class 21 contains 72566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800884.000000 Penalty: 29968.439453
Iteration 112Q: 15 clusters Score -6.580088e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 58040 members 
Mstep: Class 5 contains 69213 members 
Mstep: Class 6 contains 77722 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 9 contains 80584 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 14 contains 37967 members 
Mstep: Class 15 contains 47003 members 
Mstep: Class 16 contains 46919 members 
Mstep: Class 19 contains 13993 members 
Mstep: Class 21 contains 72512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800924.000000 Penalty: 29968.439453
Iteration 113Q: 15 clusters Score -6.580092e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 58341 members 
Mstep: Class 5 contains 69219 members 
Mstep: Class 6 contains 77640 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 9 contains 80602 members 
Mstep: Class 11 contains 1087 members 
Mstep: Class 14 contains 37931 members 
Mstep: Class 15 contains 46800 members 
Mstep: Class 16 contains 46932 members 
Mstep: Class 19 contains 14051 members 
Mstep: Class 21 contains 72479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800888.000000 Penalty: 29968.439453
Iteration 114Q: 15 clusters Score -6.580089e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 58622 members 
Mstep: Class 5 contains 69215 members 
Mstep: Class 6 contains 77586 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 9 contains 80605 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 14 contains 37893 members 
Mstep: Class 15 contains 46605 members 
Mstep: Class 16 contains 46934 members 
Mstep: Class 19 contains 14111 members 
Mstep: Class 21 contains 72467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800988.000000 Penalty: 29968.439453
Iteration 115Q: 15 clusters Score -6.580099e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 5749 members 
Mstep: Class 3 contains 1995 members 
Mstep: Class 4 contains 58899 members 
Mstep: Class 5 contains 69206 members 
Mstep: Class 6 contains 77521 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 9 contains 80594 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 14 contains 37873 members 
Mstep: Class 15 contains 46449 members 
Mstep: Class 16 contains 46937 members 
Mstep: Class 19 contains 14165 members 
Mstep: Class 21 contains 72451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801040.000000 Penalty: 29968.439453
Iteration 116Q: 15 clusters Score -6.580104e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 1922 members 
Mstep: Class 4 contains 59169 members 
Mstep: Class 5 contains 69209 members 
Mstep: Class 6 contains 77464 members 
Mstep: Class 7 contains 140 members 
Mstep: Class 9 contains 80568 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 14 contains 37860 members 
Mstep: Class 15 contains 46306 members 
Mstep: Class 16 contains 46929 members 
Mstep: Class 19 contains 14220 members 
Mstep: Class 21 contains 72431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800860.000000 Penalty: 29968.439453
Iteration 117Q: 15 clusters Score -6.580086e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 59416 members 
Mstep: Class 5 contains 69217 members 
Mstep: Class 6 contains 77469 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 9 contains 80535 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 14 contains 37837 members 
Mstep: Class 15 contains 46144 members 
Mstep: Class 16 contains 46917 members 
Mstep: Class 19 contains 14285 members 
Mstep: Class 21 contains 72386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800760.000000 Penalty: 29968.439453
Iteration 118Q: 15 clusters Score -6.580076e+07 nChanged 880
Entering ConstructFrom: 
Score: -65800760.000000 Penalty: 29968.439453
Entering ConstructFrom: 
Trying to split cluster 1 (12872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Entering Unmasked Estep 
Score: -1566462.500000 Penalty: 1537.706543
	Iteration 0F: 2 clusters Score -1566462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1557511.375000 Penalty: 3075.413086
	Iteration 0F: 3 clusters Score -1557511 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1560666.625000 Penalty: 3075.413086
	Iteration 1F: 3 clusters Score -1560667 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1561067.125000 Penalty: 3075.413086
	Iteration 2F: 3 clusters Score -1561067 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1561421.375000 Penalty: 3075.413086
	Iteration 3F: 3 clusters Score -1561421 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1561717.125000 Penalty: 3075.413086
	Iteration 4F: 3 clusters Score -1561717 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1562087.500000 Penalty: 3075.413086
	Iteration 5Q: 3 clusters Score -1562088 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1562682.625000 Penalty: 3075.413086
	Iteration 6F: 3 clusters Score -1562683 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1563421.375000 Penalty: 3075.413086
	Iteration 7F: 3 clusters Score -1563421 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1564182.125000 Penalty: 3075.413086
	Iteration 8F: 3 clusters Score -1564182 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1564751.750000 Penalty: 3075.413086
	Iteration 9F: 3 clusters Score -1564752 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1565093.250000 Penalty: 3075.413086
	Iteration 10Q: 3 clusters Score -1565093 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1565274.500000 Penalty: 3075.413086
	Iteration 11Q: 3 clusters Score -1565274 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1565368.625000 Penalty: 3075.413086
	Iteration 12Q: 3 clusters Score -1565369 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1565416.750000 Penalty: 3075.413086
	Iteration 13Q: 3 clusters Score -1565417 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1565445.375000 Penalty: 3075.413086
	Iteration 14Q: 3 clusters Score -1565445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1565464.875000 Penalty: 3075.413086
	Iteration 15Q: 3 clusters Score -1565465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1565473.875000 Penalty: 3075.413086
	Iteration 16Q: 3 clusters Score -1565474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1565476.500000 Penalty: 3075.413086
	Iteration 17Q: 3 clusters Score -1565476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1565480.125000 Penalty: 3075.413086
	Iteration 18Q: 3 clusters Score -1565480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1565489.875000 Penalty: 3075.413086
	Iteration 19Q: 3 clusters Score -1565490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1565495.750000 Penalty: 3075.413086
	Iteration 20F: 3 clusters Score -1565496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1565499.250000 Penalty: 3075.413086
	Iteration 21Q: 3 clusters Score -1565499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1565502.750000 Penalty: 3075.413086
	Iteration 22Q: 3 clusters Score -1565503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1565504.625000 Penalty: 3075.413086
	Iteration 23Q: 3 clusters Score -1565505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1565508.250000 Penalty: 3075.413086
	Iteration 24Q: 3 clusters Score -1565508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1565515.750000 Penalty: 3075.413086
	Iteration 25Q: 3 clusters Score -1565516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1565516.000000 Penalty: 3075.413086
	Iteration 26Q: 3 clusters Score -1565516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1565521.250000 Penalty: 3075.413086
	Iteration 27Q: 3 clusters Score -1565521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1565521.500000 Penalty: 3075.413086
	Iteration 28Q: 3 clusters Score -1565522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1565520.875000 Penalty: 3075.413086
	Iteration 29Q: 3 clusters Score -1565521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1565524.625000 Penalty: 3075.413086
	Iteration 30Q: 3 clusters Score -1565525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1565526.375000 Penalty: 3075.413086
	Iteration 31Q: 3 clusters Score -1565526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1565523.750000 Penalty: 3075.413086
	Iteration 32Q: 3 clusters Score -1565524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1565520.625000 Penalty: 3075.413086
	Iteration 33Q: 3 clusters Score -1565521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1565522.500000 Penalty: 3075.413086
	Iteration 34Q: 3 clusters Score -1565522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1565531.500000 Penalty: 3075.413086
	Iteration 35Q: 3 clusters Score -1565532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1565534.375000 Penalty: 3075.413086
	Iteration 36Q: 3 clusters Score -1565534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1565542.250000 Penalty: 3075.413086
	Iteration 37Q: 3 clusters Score -1565542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1565539.125000 Penalty: 3075.413086
	Iteration 38Q: 3 clusters Score -1565539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1565539.000000 Penalty: 3075.413086
	Iteration 39Q: 3 clusters Score -1565539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1565540.500000 Penalty: 3075.413086
	Iteration 40F: 3 clusters Score -1565540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1565540.500000 Penalty: 3075.413086
	Iteration 41Q: 3 clusters Score -1565540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1565543.000000 Penalty: 3075.413086
	Iteration 42Q: 3 clusters Score -1565543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1565542.750000 Penalty: 3075.413086
	Iteration 43Q: 3 clusters Score -1565543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1565546.750000 Penalty: 3075.413086
	Iteration 44Q: 3 clusters Score -1565547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1565549.750000 Penalty: 3075.413086
	Iteration 45Q: 3 clusters Score -1565550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1565550.375000 Penalty: 3075.413086
	Iteration 46Q: 3 clusters Score -1565550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1565547.750000 Penalty: 3075.413086
	Iteration 47Q: 3 clusters Score -1565548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1565547.625000 Penalty: 3075.413086
	Iteration 48Q: 3 clusters Score -1565548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1565548.625000 Penalty: 3075.413086
	Iteration 49Q: 3 clusters Score -1565549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1565551.875000 Penalty: 3075.413086
	Iteration 50Q: 3 clusters Score -1565552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1565552.000000 Penalty: 3075.413086
	Iteration 51Q: 3 clusters Score -1565552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1565551.500000 Penalty: 3075.413086
	Iteration 52Q: 3 clusters Score -1565552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1565549.750000 Penalty: 3075.413086
	Iteration 53Q: 3 clusters Score -1565550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1565555.625000 Penalty: 3075.413086
	Iteration 54Q: 3 clusters Score -1565556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1565553.750000 Penalty: 3075.413086
	Iteration 55Q: 3 clusters Score -1565554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1565552.625000 Penalty: 3075.413086
	Iteration 56Q: 3 clusters Score -1565553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1565558.375000 Penalty: 3075.413086
	Iteration 57Q: 3 clusters Score -1565558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1565560.750000 Penalty: 3075.413086
	Iteration 58Q: 3 clusters Score -1565561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1565557.875000 Penalty: 3075.413086
	Iteration 59Q: 3 clusters Score -1565558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1565560.000000 Penalty: 3075.413086
	Iteration 60F: 3 clusters Score -1565560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1565562.125000 Penalty: 3075.413086
	Iteration 61Q: 3 clusters Score -1565562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1565562.875000 Penalty: 3075.413086
	Iteration 62Q: 3 clusters Score -1565563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1565569.750000 Penalty: 3075.413086
	Iteration 63Q: 3 clusters Score -1565570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1565567.000000 Penalty: 3075.413086
	Iteration 64Q: 3 clusters Score -1565567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1565569.125000 Penalty: 3075.413086
	Iteration 65Q: 3 clusters Score -1565569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1565569.125000 Penalty: 3075.413086
	Iteration 66Q: 3 clusters Score -1565569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1565574.625000 Penalty: 3075.413086
	Iteration 67Q: 3 clusters Score -1565575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1565572.625000 Penalty: 3075.413086
	Iteration 68Q: 3 clusters Score -1565573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1565571.625000 Penalty: 3075.413086
	Iteration 69Q: 3 clusters Score -1565572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1565572.750000 Penalty: 3075.413086
	Iteration 70Q: 3 clusters Score -1565573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1565575.125000 Penalty: 3075.413086
	Iteration 71Q: 3 clusters Score -1565575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1565570.625000 Penalty: 3075.413086
	Iteration 72Q: 3 clusters Score -1565571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1565571.250000 Penalty: 3075.413086
	Iteration 73Q: 3 clusters Score -1565571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1565572.125000 Penalty: 3075.413086
	Iteration 74Q: 3 clusters Score -1565572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1565571.750000 Penalty: 3075.413086
	Iteration 75Q: 3 clusters Score -1565572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1565574.125000 Penalty: 3075.413086
	Iteration 76Q: 3 clusters Score -1565574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1565575.000000 Penalty: 3075.413086
	Iteration 77Q: 3 clusters Score -1565575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1565578.625000 Penalty: 3075.413086
	Iteration 78Q: 3 clusters Score -1565579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1565580.750000 Penalty: 3075.413086
	Iteration 79Q: 3 clusters Score -1565581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1565580.875000 Penalty: 3075.413086
	Iteration 80F: 3 clusters Score -1565581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1565580.250000 Penalty: 3075.413086
	Iteration 81Q: 3 clusters Score -1565580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1565583.750000 Penalty: 3075.413086
	Iteration 82Q: 3 clusters Score -1565584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1565582.125000 Penalty: 3075.413086
	Iteration 83Q: 3 clusters Score -1565582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1565585.500000 Penalty: 3075.413086
	Iteration 84Q: 3 clusters Score -1565586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1565584.125000 Penalty: 3075.413086
	Iteration 85Q: 3 clusters Score -1565584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1565585.125000 Penalty: 3075.413086
	Iteration 86Q: 3 clusters Score -1565585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1565587.875000 Penalty: 3075.413086
	Iteration 87Q: 3 clusters Score -1565588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1565586.750000 Penalty: 3075.413086
	Iteration 88Q: 3 clusters Score -1565587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1565588.625000 Penalty: 3075.413086
	Iteration 89Q: 3 clusters Score -1565589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1565587.125000 Penalty: 3075.413086
	Iteration 90Q: 3 clusters Score -1565587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1565591.375000 Penalty: 3075.413086
	Iteration 91Q: 3 clusters Score -1565591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1565593.375000 Penalty: 3075.413086
	Iteration 92Q: 3 clusters Score -1565593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1565603.500000 Penalty: 3075.413086
	Iteration 93Q: 3 clusters Score -1565604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1565609.125000 Penalty: 3075.413086
	Iteration 94Q: 3 clusters Score -1565609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1565620.500000 Penalty: 3075.413086
	Iteration 95Q: 3 clusters Score -1565620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1565620.375000 Penalty: 3075.413086
	Iteration 96Q: 3 clusters Score -1565620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1565623.625000 Penalty: 3075.413086
	Iteration 97Q: 3 clusters Score -1565624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1565626.375000 Penalty: 3075.413086
	Iteration 98Q: 3 clusters Score -1565626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1565628.125000 Penalty: 3075.413086
	Iteration 99Q: 3 clusters Score -1565628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1565628.375000 Penalty: 3075.413086
	Iteration 100F: 3 clusters Score -1565628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1565631.875000 Penalty: 3075.413086
	Iteration 101Q: 3 clusters Score -1565632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1565635.625000 Penalty: 3075.413086
	Iteration 102Q: 3 clusters Score -1565636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1565643.750000 Penalty: 3075.413086
	Iteration 103Q: 3 clusters Score -1565644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1565646.375000 Penalty: 3075.413086
	Iteration 104Q: 3 clusters Score -1565646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1565653.125000 Penalty: 3075.413086
	Iteration 105Q: 3 clusters Score -1565653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1565649.500000 Penalty: 3075.413086
	Iteration 106Q: 3 clusters Score -1565650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1565656.125000 Penalty: 3075.413086
	Iteration 107Q: 3 clusters Score -1565656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1565657.500000 Penalty: 3075.413086
	Iteration 108Q: 3 clusters Score -1565658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1565659.125000 Penalty: 3075.413086
	Iteration 109Q: 3 clusters Score -1565659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1565672.125000 Penalty: 3075.413086
	Iteration 110Q: 3 clusters Score -1565672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1565681.125000 Penalty: 3075.413086
	Iteration 111Q: 3 clusters Score -1565681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1565679.750000 Penalty: 3075.413086
	Iteration 112Q: 3 clusters Score -1565680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1565683.875000 Penalty: 3075.413086
	Iteration 113Q: 3 clusters Score -1565684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1565689.500000 Penalty: 3075.413086
	Iteration 114Q: 3 clusters Score -1565690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1565695.000000 Penalty: 3075.413086
	Iteration 115Q: 3 clusters Score -1565695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1565697.875000 Penalty: 3075.413086
	Iteration 116Q: 3 clusters Score -1565698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1565699.000000 Penalty: 3075.413086
	Iteration 117Q: 3 clusters Score -1565699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1565706.125000 Penalty: 3075.413086
	Iteration 118Q: 3 clusters Score -1565706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1565706.375000 Penalty: 3075.413086
	Iteration 119Q: 3 clusters Score -1565706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1565705.000000 Penalty: 3075.413086
	Iteration 120F: 3 clusters Score -1565705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1565707.125000 Penalty: 3075.413086
	Iteration 121Q: 3 clusters Score -1565707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1565710.875000 Penalty: 3075.413086
	Iteration 122Q: 3 clusters Score -1565711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1565718.625000 Penalty: 3075.413086
	Iteration 123Q: 3 clusters Score -1565719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1565719.125000 Penalty: 3075.413086
	Iteration 124Q: 3 clusters Score -1565719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1565721.625000 Penalty: 3075.413086
	Iteration 125Q: 3 clusters Score -1565722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1565725.625000 Penalty: 3075.413086
	Iteration 126Q: 3 clusters Score -1565726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1565729.000000 Penalty: 3075.413086
	Iteration 127Q: 3 clusters Score -1565729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1565733.250000 Penalty: 3075.413086
	Iteration 128Q: 3 clusters Score -1565733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1565738.125000 Penalty: 3075.413086
	Iteration 129Q: 3 clusters Score -1565738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1565737.625000 Penalty: 3075.413086
	Iteration 130Q: 3 clusters Score -1565738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1565737.375000 Penalty: 3075.413086
	Iteration 131Q: 3 clusters Score -1565737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1565738.500000 Penalty: 3075.413086
	Iteration 132Q: 3 clusters Score -1565738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1565742.375000 Penalty: 3075.413086
	Iteration 133Q: 3 clusters Score -1565742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1565741.500000 Penalty: 3075.413086
	Iteration 134Q: 3 clusters Score -1565742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1565738.625000 Penalty: 3075.413086
	Iteration 135Q: 3 clusters Score -1565739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1565739.125000 Penalty: 3075.413086
	Iteration 136Q: 3 clusters Score -1565739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1565740.750000 Penalty: 3075.413086
	Iteration 137Q: 3 clusters Score -1565741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1565740.125000 Penalty: 3075.413086
	Iteration 138Q: 3 clusters Score -1565740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1565740.250000 Penalty: 3075.413086
	Iteration 139Q: 3 clusters Score -1565740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1565741.875000 Penalty: 3075.413086
	Iteration 140F: 3 clusters Score -1565742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1565742.000000 Penalty: 3075.413086
	Iteration 141Q: 3 clusters Score -1565742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1565746.125000 Penalty: 3075.413086
	Iteration 142Q: 3 clusters Score -1565746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1565744.500000 Penalty: 3075.413086
	Iteration 143Q: 3 clusters Score -1565744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1565746.875000 Penalty: 3075.413086
	Iteration 144Q: 3 clusters Score -1565747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1565746.875000 Penalty: 3075.413086
	Iteration 145F: 3 clusters Score -1565747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -736460.250000 Penalty: 1406.783569
	Iteration 0F: 2 clusters Score -736460.2 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 2851 members 
Entering Unmasked Estep 
Score: -731977.000000 Penalty: 2813.567139
	Iteration 0F: 3 clusters Score -731977 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -733227.875000 Penalty: 2813.567139
	Iteration 1F: 3 clusters Score -733227.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -733443.000000 Penalty: 2813.567139
	Iteration 2F: 3 clusters Score -733443 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -733633.062500 Penalty: 2813.567139
	Iteration 3F: 3 clusters Score -733633.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -733805.500000 Penalty: 2813.567139
	Iteration 4Q: 3 clusters Score -733805.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -733988.937500 Penalty: 2813.567139
	Iteration 5Q: 3 clusters Score -733988.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -734228.687500 Penalty: 2813.567139
	Iteration 6Q: 3 clusters Score -734228.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -734552.875000 Penalty: 2813.567139
	Iteration 7F: 3 clusters Score -734552.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -734927.312500 Penalty: 2813.567139
	Iteration 8F: 3 clusters Score -734927.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -735309.125000 Penalty: 2813.567139
	Iteration 9F: 3 clusters Score -735309.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -735623.500000 Penalty: 2813.567139
	Iteration 10F: 3 clusters Score -735623.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -735829.125000 Penalty: 2813.567139
	Iteration 11Q: 3 clusters Score -735829.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -735943.375000 Penalty: 2813.567139
	Iteration 12Q: 3 clusters Score -735943.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -736002.000000 Penalty: 2813.567139
	Iteration 13Q: 3 clusters Score -736002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -736029.062500 Penalty: 2813.567139
	Iteration 14Q: 3 clusters Score -736029.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -736040.812500 Penalty: 2813.567139
	Iteration 15Q: 3 clusters Score -736040.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -736051.187500 Penalty: 2813.567139
	Iteration 16Q: 3 clusters Score -736051.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -736053.937500 Penalty: 2813.567139
	Iteration 17Q: 3 clusters Score -736053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -736056.437500 Penalty: 2813.567139
	Iteration 18Q: 3 clusters Score -736056.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -736057.812500 Penalty: 2813.567139
	Iteration 19Q: 3 clusters Score -736057.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -736058.687500 Penalty: 2813.567139
	Iteration 20F: 3 clusters Score -736058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -736059.625000 Penalty: 2813.567139
	Iteration 21Q: 3 clusters Score -736059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -736061.687500 Penalty: 2813.567139
	Iteration 22Q: 3 clusters Score -736061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -736062.125000 Penalty: 2813.567139
	Iteration 23Q: 3 clusters Score -736062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -736062.812500 Penalty: 2813.567139
	Iteration 24Q: 3 clusters Score -736062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -736061.875000 Penalty: 2813.567139
	Iteration 25Q: 3 clusters Score -736061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -736061.875000 Penalty: 2813.567139
	Iteration 26Q: 3 clusters Score -736061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -736062.937500 Penalty: 2813.567139
	Iteration 27Q: 3 clusters Score -736062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -736065.187500 Penalty: 2813.567139
	Iteration 28Q: 3 clusters Score -736065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -736064.687500 Penalty: 2813.567139
	Iteration 29Q: 3 clusters Score -736064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -736064.875000 Penalty: 2813.567139
	Iteration 30Q: 3 clusters Score -736064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -736066.000000 Penalty: 2813.567139
	Iteration 31Q: 3 clusters Score -736066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -736066.000000 Penalty: 2813.567139
	Iteration 32Q: 3 clusters Score -736066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -736065.437500 Penalty: 2813.567139
	Iteration 33Q: 3 clusters Score -736065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -736068.062500 Penalty: 2813.567139
	Iteration 34Q: 3 clusters Score -736068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -736068.000000 Penalty: 2813.567139
	Iteration 35Q: 3 clusters Score -736068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -736068.125000 Penalty: 2813.567139
	Iteration 36Q: 3 clusters Score -736068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -736067.500000 Penalty: 2813.567139
	Iteration 37Q: 3 clusters Score -736067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -736067.500000 Penalty: 2813.567139
	Iteration 38F: 3 clusters Score -736067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -236588.062500 Penalty: 1219.731812
	Iteration 0F: 2 clusters Score -236588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -234608.093750 Penalty: 2439.463623
	Iteration 0F: 3 clusters Score -234608.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -234977.968750 Penalty: 2439.463623
	Iteration 1F: 3 clusters Score -234978 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -235077.468750 Penalty: 2439.463623
	Iteration 2F: 3 clusters Score -235077.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -235141.609375 Penalty: 2439.463623
	Iteration 3Q: 3 clusters Score -235141.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -235191.828125 Penalty: 2439.463623
	Iteration 4Q: 3 clusters Score -235191.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -235223.328125 Penalty: 2439.463623
	Iteration 5Q: 3 clusters Score -235223.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -235247.875000 Penalty: 2439.463623
	Iteration 6Q: 3 clusters Score -235247.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -235266.546875 Penalty: 2439.463623
	Iteration 7Q: 3 clusters Score -235266.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -235276.015625 Penalty: 2439.463623
	Iteration 8Q: 3 clusters Score -235276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -235283.218750 Penalty: 2439.463623
	Iteration 9Q: 3 clusters Score -235283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -235285.890625 Penalty: 2439.463623
	Iteration 10Q: 3 clusters Score -235285.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -235289.265625 Penalty: 2439.463623
	Iteration 11Q: 3 clusters Score -235289.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -235291.453125 Penalty: 2439.463623
	Iteration 12Q: 3 clusters Score -235291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -235294.906250 Penalty: 2439.463623
	Iteration 13Q: 3 clusters Score -235294.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -235298.609375 Penalty: 2439.463623
	Iteration 14Q: 3 clusters Score -235298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -235302.031250 Penalty: 2439.463623
	Iteration 15Q: 3 clusters Score -235302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -235306.593750 Penalty: 2439.463623
	Iteration 16Q: 3 clusters Score -235306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -235309.375000 Penalty: 2439.463623
	Iteration 17Q: 3 clusters Score -235309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -235310.312500 Penalty: 2439.463623
	Iteration 18Q: 3 clusters Score -235310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -235310.718750 Penalty: 2439.463623
	Iteration 19Q: 3 clusters Score -235310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -235311.375000 Penalty: 2439.463623
	Iteration 20F: 3 clusters Score -235311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Entering Unmasked Estep 
Score: -7666677.500000 Penalty: 1786.961304
	Iteration 0F: 2 clusters Score -7666678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -7628757.000000 Penalty: 3573.922607
	Iteration 0F: 3 clusters Score -7628757 nChanged 28199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -7644809.000000 Penalty: 3573.922607
	Iteration 1F: 3 clusters Score -7644809 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -7645259.000000 Penalty: 3573.922607
	Iteration 2Q: 3 clusters Score -7645259 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -7645729.500000 Penalty: 3573.922607
	Iteration 3Q: 3 clusters Score -7645730 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -7646326.000000 Penalty: 3573.922607
	Iteration 4Q: 3 clusters Score -7646326 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -7647153.000000 Penalty: 3573.922607
	Iteration 5Q: 3 clusters Score -7647153 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -7648511.500000 Penalty: 3573.922607
	Iteration 6Q: 3 clusters Score -7648512 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -7650688.500000 Penalty: 3573.922607
	Iteration 7F: 3 clusters Score -7650688 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -7653785.500000 Penalty: 3573.922607
	Iteration 8F: 3 clusters Score -7653786 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -7657416.500000 Penalty: 3573.922607
	Iteration 9F: 3 clusters Score -7657416 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -7660707.000000 Penalty: 3573.922607
	Iteration 10F: 3 clusters Score -7660707 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -7662931.500000 Penalty: 3573.922607
	Iteration 11Q: 3 clusters Score -7662932 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -7664236.000000 Penalty: 3573.922607
	Iteration 12Q: 3 clusters Score -7664236 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -7664963.500000 Penalty: 3573.922607
	Iteration 13Q: 3 clusters Score -7664964 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -7665522.000000 Penalty: 3573.922607
	Iteration 14Q: 3 clusters Score -7665522 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7665935.000000 Penalty: 3573.922607
	Iteration 15Q: 3 clusters Score -7665935 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -7666294.000000 Penalty: 3573.922607
	Iteration 16Q: 3 clusters Score -7666294 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7666559.500000 Penalty: 3573.922607
	Iteration 17Q: 3 clusters Score -7666560 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7666761.000000 Penalty: 3573.922607
	Iteration 18Q: 3 clusters Score -7666761 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7666853.000000 Penalty: 3573.922607
	Iteration 19Q: 3 clusters Score -7666853 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7666911.000000 Penalty: 3573.922607
	Iteration 20F: 3 clusters Score -7666911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7666936.500000 Penalty: 3573.922607
	Iteration 21Q: 3 clusters Score -7666936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7666935.500000 Penalty: 3573.922607
	Iteration 22Q: 3 clusters Score -7666936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7666968.000000 Penalty: 3573.922607
	Iteration 23Q: 3 clusters Score -7666968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7666974.500000 Penalty: 3573.922607
	Iteration 24Q: 3 clusters Score -7666974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7666984.000000 Penalty: 3573.922607
	Iteration 25Q: 3 clusters Score -7666984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7666992.000000 Penalty: 3573.922607
	Iteration 26Q: 3 clusters Score -7666992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7666991.000000 Penalty: 3573.922607
	Iteration 27Q: 3 clusters Score -7666991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7667000.000000 Penalty: 3573.922607
	Iteration 28Q: 3 clusters Score -7667000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7667000.000000 Penalty: 3573.922607
	Iteration 29Q: 3 clusters Score -7667000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7666999.500000 Penalty: 3573.922607
	Iteration 30Q: 3 clusters Score -7667000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7667011.500000 Penalty: 3573.922607
	Iteration 31Q: 3 clusters Score -7667012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7667006.500000 Penalty: 3573.922607
	Iteration 32Q: 3 clusters Score -7667006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7667010.500000 Penalty: 3573.922607
	Iteration 33Q: 3 clusters Score -7667010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7667010.500000 Penalty: 3573.922607
	Iteration 34F: 3 clusters Score -7667010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 57516 members 
Mstep: Class 5 contains 69222 members 
Mstep: Class 6 contains 77459 members 
Mstep: Class 7 contains 142 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 80496 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 14 contains 37819 members 
Mstep: Class 15 contains 45975 members 
Mstep: Class 16 contains 46920 members 
Mstep: Class 19 contains 14339 members 
Mstep: Class 21 contains 72331 members 
Entering Unmasked Estep 
Score: -65800956.000000 Penalty: 32109.041016
Splitting cluster 4 changes total score from -65800760.000000 to -65800956.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (69222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Entering Unmasked Estep 
Score: -8877183.000000 Penalty: 1811.074463
	Iteration 0F: 2 clusters Score -8877183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -8833040.000000 Penalty: 3622.148926
	Iteration 0F: 3 clusters Score -8833040 nChanged 32828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -8851588.000000 Penalty: 3622.148926
	Iteration 1F: 3 clusters Score -8851588 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -8852073.000000 Penalty: 3622.148926
	Iteration 2Q: 3 clusters Score -8852073 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -8852617.000000 Penalty: 3622.148926
	Iteration 3Q: 3 clusters Score -8852617 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -8853201.000000 Penalty: 3622.148926
	Iteration 4Q: 3 clusters Score -8853201 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -8854020.000000 Penalty: 3622.148926
	Iteration 5Q: 3 clusters Score -8854020 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8855162.000000 Penalty: 3622.148926
	Iteration 6Q: 3 clusters Score -8855162 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -8856895.000000 Penalty: 3622.148926
	Iteration 7Q: 3 clusters Score -8856895 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -8859593.000000 Penalty: 3622.148926
	Iteration 8F: 3 clusters Score -8859593 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -8863058.000000 Penalty: 3622.148926
	Iteration 9F: 3 clusters Score -8863058 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -8865898.000000 Penalty: 3622.148926
	Iteration 10F: 3 clusters Score -8865898 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -8867169.000000 Penalty: 3622.148926
	Iteration 11Q: 3 clusters Score -8867169 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -8867680.000000 Penalty: 3622.148926
	Iteration 12Q: 3 clusters Score -8867680 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -8868023.000000 Penalty: 3622.148926
	Iteration 13Q: 3 clusters Score -8868023 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8868289.000000 Penalty: 3622.148926
	Iteration 14Q: 3 clusters Score -8868289 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -8868566.000000 Penalty: 3622.148926
	Iteration 15Q: 3 clusters Score -8868566 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -8868822.000000 Penalty: 3622.148926
	Iteration 16Q: 3 clusters Score -8868822 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8869041.000000 Penalty: 3622.148926
	Iteration 17Q: 3 clusters Score -8869041 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -8869237.000000 Penalty: 3622.148926
	Iteration 18Q: 3 clusters Score -8869237 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -8869401.000000 Penalty: 3622.148926
	Iteration 19Q: 3 clusters Score -8869401 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -8869560.000000 Penalty: 3622.148926
	Iteration 20F: 3 clusters Score -8869560 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -8869657.000000 Penalty: 3622.148926
	Iteration 21Q: 3 clusters Score -8869657 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -8869747.000000 Penalty: 3622.148926
	Iteration 22Q: 3 clusters Score -8869747 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -8869855.000000 Penalty: 3622.148926
	Iteration 23Q: 3 clusters Score -8869855 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -8869941.000000 Penalty: 3622.148926
	Iteration 24Q: 3 clusters Score -8869941 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -8870038.000000 Penalty: 3622.148926
	Iteration 25Q: 3 clusters Score -8870038 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -8870097.000000 Penalty: 3622.148926
	Iteration 26Q: 3 clusters Score -8870097 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -8870181.000000 Penalty: 3622.148926
	Iteration 27Q: 3 clusters Score -8870181 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -8870283.000000 Penalty: 3622.148926
	Iteration 28Q: 3 clusters Score -8870283 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -8870339.000000 Penalty: 3622.148926
	Iteration 29Q: 3 clusters Score -8870339 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8870426.000000 Penalty: 3622.148926
	Iteration 30Q: 3 clusters Score -8870426 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8870464.000000 Penalty: 3622.148926
	Iteration 31Q: 3 clusters Score -8870464 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -8870494.000000 Penalty: 3622.148926
	Iteration 32Q: 3 clusters Score -8870494 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8870525.000000 Penalty: 3622.148926
	Iteration 33Q: 3 clusters Score -8870525 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8870555.000000 Penalty: 3622.148926
	Iteration 34Q: 3 clusters Score -8870555 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -8870598.000000 Penalty: 3622.148926
	Iteration 35Q: 3 clusters Score -8870598 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8870651.000000 Penalty: 3622.148926
	Iteration 36Q: 3 clusters Score -8870651 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8870734.000000 Penalty: 3622.148926
	Iteration 37Q: 3 clusters Score -8870734 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -8870783.000000 Penalty: 3622.148926
	Iteration 38Q: 3 clusters Score -8870783 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -8870833.000000 Penalty: 3622.148926
	Iteration 39Q: 3 clusters Score -8870833 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -8870907.000000 Penalty: 3622.148926
	Iteration 40F: 3 clusters Score -8870907 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -8870975.000000 Penalty: 3622.148926
	Iteration 41Q: 3 clusters Score -8870975 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -8870999.000000 Penalty: 3622.148926
	Iteration 42Q: 3 clusters Score -8870999 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8871063.000000 Penalty: 3622.148926
	Iteration 43Q: 3 clusters Score -8871063 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -8871156.000000 Penalty: 3622.148926
	Iteration 44Q: 3 clusters Score -8871156 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -8871179.000000 Penalty: 3622.148926
	Iteration 45Q: 3 clusters Score -8871179 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -8871195.000000 Penalty: 3622.148926
	Iteration 46Q: 3 clusters Score -8871195 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -8871277.000000 Penalty: 3622.148926
	Iteration 47Q: 3 clusters Score -8871277 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -8871328.000000 Penalty: 3622.148926
	Iteration 48Q: 3 clusters Score -8871328 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -8871384.000000 Penalty: 3622.148926
	Iteration 49Q: 3 clusters Score -8871384 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -8871458.000000 Penalty: 3622.148926
	Iteration 50Q: 3 clusters Score -8871458 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -8871569.000000 Penalty: 3622.148926
	Iteration 51Q: 3 clusters Score -8871569 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -8871700.000000 Penalty: 3622.148926
	Iteration 52Q: 3 clusters Score -8871700 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -8871824.000000 Penalty: 3622.148926
	Iteration 53Q: 3 clusters Score -8871824 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -8872030.000000 Penalty: 3622.148926
	Iteration 54Q: 3 clusters Score -8872030 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -8872181.000000 Penalty: 3622.148926
	Iteration 55Q: 3 clusters Score -8872181 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -8872418.000000 Penalty: 3622.148926
	Iteration 56Q: 3 clusters Score -8872418 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -8872623.000000 Penalty: 3622.148926
	Iteration 57Q: 3 clusters Score -8872623 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -8872803.000000 Penalty: 3622.148926
	Iteration 58Q: 3 clusters Score -8872803 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -8873085.000000 Penalty: 3622.148926
	Iteration 59Q: 3 clusters Score -8873085 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -8873356.000000 Penalty: 3622.148926
	Iteration 60F: 3 clusters Score -8873356 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -8873593.000000 Penalty: 3622.148926
	Iteration 61Q: 3 clusters Score -8873593 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -8873832.000000 Penalty: 3622.148926
	Iteration 62Q: 3 clusters Score -8873832 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -8874011.000000 Penalty: 3622.148926
	Iteration 63Q: 3 clusters Score -8874011 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -8874207.000000 Penalty: 3622.148926
	Iteration 64Q: 3 clusters Score -8874207 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -8874340.000000 Penalty: 3622.148926
	Iteration 65Q: 3 clusters Score -8874340 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -8874508.000000 Penalty: 3622.148926
	Iteration 66Q: 3 clusters Score -8874508 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -8874651.000000 Penalty: 3622.148926
	Iteration 67Q: 3 clusters Score -8874651 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -8874790.000000 Penalty: 3622.148926
	Iteration 68Q: 3 clusters Score -8874790 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -8874934.000000 Penalty: 3622.148926
	Iteration 69Q: 3 clusters Score -8874934 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -8875048.000000 Penalty: 3622.148926
	Iteration 70Q: 3 clusters Score -8875048 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -8875178.000000 Penalty: 3622.148926
	Iteration 71Q: 3 clusters Score -8875178 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -8875242.000000 Penalty: 3622.148926
	Iteration 72Q: 3 clusters Score -8875242 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -8875334.000000 Penalty: 3622.148926
	Iteration 73Q: 3 clusters Score -8875334 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -8875422.000000 Penalty: 3622.148926
	Iteration 74Q: 3 clusters Score -8875422 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -8875549.000000 Penalty: 3622.148926
	Iteration 75Q: 3 clusters Score -8875549 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -8875612.000000 Penalty: 3622.148926
	Iteration 76Q: 3 clusters Score -8875612 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -8875654.000000 Penalty: 3622.148926
	Iteration 77Q: 3 clusters Score -8875654 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -8875722.000000 Penalty: 3622.148926
	Iteration 78Q: 3 clusters Score -8875722 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -8875793.000000 Penalty: 3622.148926
	Iteration 79Q: 3 clusters Score -8875793 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -8875862.000000 Penalty: 3622.148926
	Iteration 80F: 3 clusters Score -8875862 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -8875901.000000 Penalty: 3622.148926
	Iteration 81Q: 3 clusters Score -8875901 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -8875962.000000 Penalty: 3622.148926
	Iteration 82Q: 3 clusters Score -8875962 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -8875974.000000 Penalty: 3622.148926
	Iteration 83Q: 3 clusters Score -8875974 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -8876057.000000 Penalty: 3622.148926
	Iteration 84Q: 3 clusters Score -8876057 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -8876100.000000 Penalty: 3622.148926
	Iteration 85Q: 3 clusters Score -8876100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -8876128.000000 Penalty: 3622.148926
	Iteration 86Q: 3 clusters Score -8876128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -8876153.000000 Penalty: 3622.148926
	Iteration 87Q: 3 clusters Score -8876153 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -8876199.000000 Penalty: 3622.148926
	Iteration 88Q: 3 clusters Score -8876199 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -8876224.000000 Penalty: 3622.148926
	Iteration 89Q: 3 clusters Score -8876224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -8876226.000000 Penalty: 3622.148926
	Iteration 90Q: 3 clusters Score -8876226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -8876233.000000 Penalty: 3622.148926
	Iteration 91Q: 3 clusters Score -8876233 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -8876239.000000 Penalty: 3622.148926
	Iteration 92Q: 3 clusters Score -8876239 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -8876266.000000 Penalty: 3622.148926
	Iteration 93Q: 3 clusters Score -8876266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -8876304.000000 Penalty: 3622.148926
	Iteration 94Q: 3 clusters Score -8876304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -8876324.000000 Penalty: 3622.148926
	Iteration 95Q: 3 clusters Score -8876324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -8876340.000000 Penalty: 3622.148926
	Iteration 96Q: 3 clusters Score -8876340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -8876359.000000 Penalty: 3622.148926
	Iteration 97Q: 3 clusters Score -8876359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -8876369.000000 Penalty: 3622.148926
	Iteration 98Q: 3 clusters Score -8876369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -8876397.000000 Penalty: 3622.148926
	Iteration 99Q: 3 clusters Score -8876397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -8876398.000000 Penalty: 3622.148926
	Iteration 100F: 3 clusters Score -8876398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -8876406.000000 Penalty: 3622.148926
	Iteration 101Q: 3 clusters Score -8876406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -8876411.000000 Penalty: 3622.148926
	Iteration 102Q: 3 clusters Score -8876411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -8876420.000000 Penalty: 3622.148926
	Iteration 103Q: 3 clusters Score -8876420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -8876429.000000 Penalty: 3622.148926
	Iteration 104Q: 3 clusters Score -8876429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -8876437.000000 Penalty: 3622.148926
	Iteration 105Q: 3 clusters Score -8876437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -8876457.000000 Penalty: 3622.148926
	Iteration 106Q: 3 clusters Score -8876457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -8876472.000000 Penalty: 3622.148926
	Iteration 107Q: 3 clusters Score -8876472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -8876482.000000 Penalty: 3622.148926
	Iteration 108Q: 3 clusters Score -8876482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -8876484.000000 Penalty: 3622.148926
	Iteration 109Q: 3 clusters Score -8876484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -8876476.000000 Penalty: 3622.148926
	Iteration 110Q: 3 clusters Score -8876476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -8876481.000000 Penalty: 3622.148926
	Iteration 111Q: 3 clusters Score -8876481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -8876492.000000 Penalty: 3622.148926
	Iteration 112Q: 3 clusters Score -8876492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -8876500.000000 Penalty: 3622.148926
	Iteration 113Q: 3 clusters Score -8876500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -8876498.000000 Penalty: 3622.148926
	Iteration 114Q: 3 clusters Score -8876498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -8876502.000000 Penalty: 3622.148926
	Iteration 115Q: 3 clusters Score -8876502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -8876498.000000 Penalty: 3622.148926
	Iteration 116Q: 3 clusters Score -8876498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -8876486.000000 Penalty: 3622.148926
	Iteration 117Q: 3 clusters Score -8876486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -8876491.000000 Penalty: 3622.148926
	Iteration 118Q: 3 clusters Score -8876491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -8876494.000000 Penalty: 3622.148926
	Iteration 119Q: 3 clusters Score -8876494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -8876505.000000 Penalty: 3622.148926
	Iteration 120F: 3 clusters Score -8876505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -8876511.000000 Penalty: 3622.148926
	Iteration 121Q: 3 clusters Score -8876511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -8876505.000000 Penalty: 3622.148926
	Iteration 122Q: 3 clusters Score -8876505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -8876502.000000 Penalty: 3622.148926
	Iteration 123Q: 3 clusters Score -8876502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -8876499.000000 Penalty: 3622.148926
	Iteration 124Q: 3 clusters Score -8876499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -8876507.000000 Penalty: 3622.148926
	Iteration 125Q: 3 clusters Score -8876507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -8876507.000000 Penalty: 3622.148926
	Iteration 126F: 3 clusters Score -8876507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Entering Unmasked Estep 
Score: -9895779.000000 Penalty: 1829.344482
	Iteration 0F: 2 clusters Score -9895779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -9844534.000000 Penalty: 3658.688965
	Iteration 0F: 3 clusters Score -9844534 nChanged 36707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -9865660.000000 Penalty: 3658.688965
	Iteration 1F: 3 clusters Score -9865660 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -9866408.000000 Penalty: 3658.688965
	Iteration 2Q: 3 clusters Score -9866408 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -9867263.000000 Penalty: 3658.688965
	Iteration 3Q: 3 clusters Score -9867263 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -9868412.000000 Penalty: 3658.688965
	Iteration 4Q: 3 clusters Score -9868412 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -9870118.000000 Penalty: 3658.688965
	Iteration 5Q: 3 clusters Score -9870118 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -9872729.000000 Penalty: 3658.688965
	Iteration 6F: 3 clusters Score -9872729 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -9876484.000000 Penalty: 3658.688965
	Iteration 7F: 3 clusters Score -9876484 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -9880373.000000 Penalty: 3658.688965
	Iteration 8F: 3 clusters Score -9880373 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -9882930.000000 Penalty: 3658.688965
	Iteration 9F: 3 clusters Score -9882930 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -9883979.000000 Penalty: 3658.688965
	Iteration 10Q: 3 clusters Score -9883979 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -9884435.000000 Penalty: 3658.688965
	Iteration 11Q: 3 clusters Score -9884435 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -9884687.000000 Penalty: 3658.688965
	Iteration 12Q: 3 clusters Score -9884687 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -9884868.000000 Penalty: 3658.688965
	Iteration 13Q: 3 clusters Score -9884868 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -9885062.000000 Penalty: 3658.688965
	Iteration 14Q: 3 clusters Score -9885062 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -9885272.000000 Penalty: 3658.688965
	Iteration 15Q: 3 clusters Score -9885272 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -9885458.000000 Penalty: 3658.688965
	Iteration 16Q: 3 clusters Score -9885458 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -9885588.000000 Penalty: 3658.688965
	Iteration 17Q: 3 clusters Score -9885588 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -9885736.000000 Penalty: 3658.688965
	Iteration 18Q: 3 clusters Score -9885736 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -9885914.000000 Penalty: 3658.688965
	Iteration 19Q: 3 clusters Score -9885914 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -9886086.000000 Penalty: 3658.688965
	Iteration 20F: 3 clusters Score -9886086 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -9886234.000000 Penalty: 3658.688965
	Iteration 21Q: 3 clusters Score -9886234 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -9886467.000000 Penalty: 3658.688965
	Iteration 22Q: 3 clusters Score -9886467 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -9886591.000000 Penalty: 3658.688965
	Iteration 23Q: 3 clusters Score -9886591 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -9886774.000000 Penalty: 3658.688965
	Iteration 24Q: 3 clusters Score -9886774 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -9886949.000000 Penalty: 3658.688965
	Iteration 25Q: 3 clusters Score -9886949 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -9887098.000000 Penalty: 3658.688965
	Iteration 26Q: 3 clusters Score -9887098 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -9887278.000000 Penalty: 3658.688965
	Iteration 27Q: 3 clusters Score -9887278 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -9887420.000000 Penalty: 3658.688965
	Iteration 28Q: 3 clusters Score -9887420 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -9887559.000000 Penalty: 3658.688965
	Iteration 29Q: 3 clusters Score -9887559 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -9887796.000000 Penalty: 3658.688965
	Iteration 30Q: 3 clusters Score -9887796 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -9888051.000000 Penalty: 3658.688965
	Iteration 31Q: 3 clusters Score -9888051 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -9888226.000000 Penalty: 3658.688965
	Iteration 32Q: 3 clusters Score -9888226 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -9888554.000000 Penalty: 3658.688965
	Iteration 33Q: 3 clusters Score -9888554 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -9888830.000000 Penalty: 3658.688965
	Iteration 34Q: 3 clusters Score -9888830 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -9889108.000000 Penalty: 3658.688965
	Iteration 35Q: 3 clusters Score -9889108 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -9889397.000000 Penalty: 3658.688965
	Iteration 36Q: 3 clusters Score -9889397 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -9889712.000000 Penalty: 3658.688965
	Iteration 37Q: 3 clusters Score -9889712 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -9890018.000000 Penalty: 3658.688965
	Iteration 38Q: 3 clusters Score -9890018 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -9890388.000000 Penalty: 3658.688965
	Iteration 39Q: 3 clusters Score -9890388 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -9890674.000000 Penalty: 3658.688965
	Iteration 40F: 3 clusters Score -9890674 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -9890978.000000 Penalty: 3658.688965
	Iteration 41Q: 3 clusters Score -9890978 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -9891274.000000 Penalty: 3658.688965
	Iteration 42Q: 3 clusters Score -9891274 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -9891587.000000 Penalty: 3658.688965
	Iteration 43Q: 3 clusters Score -9891587 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -9891858.000000 Penalty: 3658.688965
	Iteration 44Q: 3 clusters Score -9891858 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -9892175.000000 Penalty: 3658.688965
	Iteration 45Q: 3 clusters Score -9892175 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -9892407.000000 Penalty: 3658.688965
	Iteration 46Q: 3 clusters Score -9892407 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -9892668.000000 Penalty: 3658.688965
	Iteration 47Q: 3 clusters Score -9892668 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9892943.000000 Penalty: 3658.688965
	Iteration 48Q: 3 clusters Score -9892943 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -9893273.000000 Penalty: 3658.688965
	Iteration 49Q: 3 clusters Score -9893273 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9893470.000000 Penalty: 3658.688965
	Iteration 50Q: 3 clusters Score -9893470 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -9893661.000000 Penalty: 3658.688965
	Iteration 51Q: 3 clusters Score -9893661 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9893841.000000 Penalty: 3658.688965
	Iteration 52Q: 3 clusters Score -9893841 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9893901.000000 Penalty: 3658.688965
	Iteration 53Q: 3 clusters Score -9893901 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9894020.000000 Penalty: 3658.688965
	Iteration 54Q: 3 clusters Score -9894020 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -9894093.000000 Penalty: 3658.688965
	Iteration 55Q: 3 clusters Score -9894093 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9894144.000000 Penalty: 3658.688965
	Iteration 56Q: 3 clusters Score -9894144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9894163.000000 Penalty: 3658.688965
	Iteration 57Q: 3 clusters Score -9894163 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9894200.000000 Penalty: 3658.688965
	Iteration 58Q: 3 clusters Score -9894200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9894222.000000 Penalty: 3658.688965
	Iteration 59Q: 3 clusters Score -9894222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9894251.000000 Penalty: 3658.688965
	Iteration 60F: 3 clusters Score -9894251 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9894251.000000 Penalty: 3658.688965
	Iteration 61Q: 3 clusters Score -9894251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9894276.000000 Penalty: 3658.688965
	Iteration 62Q: 3 clusters Score -9894276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9894293.000000 Penalty: 3658.688965
	Iteration 63Q: 3 clusters Score -9894293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9894295.000000 Penalty: 3658.688965
	Iteration 64Q: 3 clusters Score -9894295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9894296.000000 Penalty: 3658.688965
	Iteration 65Q: 3 clusters Score -9894296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76602 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9894304.000000 Penalty: 3658.688965
	Iteration 66Q: 3 clusters Score -9894304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76628 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9894299.000000 Penalty: 3658.688965
	Iteration 67Q: 3 clusters Score -9894299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9894290.000000 Penalty: 3658.688965
	Iteration 68Q: 3 clusters Score -9894290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9894300.000000 Penalty: 3658.688965
	Iteration 69Q: 3 clusters Score -9894300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9894297.000000 Penalty: 3658.688965
	Iteration 70Q: 3 clusters Score -9894297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9894319.000000 Penalty: 3658.688965
	Iteration 71Q: 3 clusters Score -9894319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9894321.000000 Penalty: 3658.688965
	Iteration 72Q: 3 clusters Score -9894321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9894321.000000 Penalty: 3658.688965
	Iteration 73Q: 3 clusters Score -9894321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9894330.000000 Penalty: 3658.688965
	Iteration 74Q: 3 clusters Score -9894330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9894329.000000 Penalty: 3658.688965
	Iteration 75Q: 3 clusters Score -9894329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9894336.000000 Penalty: 3658.688965
	Iteration 76Q: 3 clusters Score -9894336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9894341.000000 Penalty: 3658.688965
	Iteration 77Q: 3 clusters Score -9894341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9894355.000000 Penalty: 3658.688965
	Iteration 78Q: 3 clusters Score -9894355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9894356.000000 Penalty: 3658.688965
	Iteration 79Q: 3 clusters Score -9894356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76782 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9894351.000000 Penalty: 3658.688965
	Iteration 80F: 3 clusters Score -9894351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9894347.000000 Penalty: 3658.688965
	Iteration 81Q: 3 clusters Score -9894347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9894350.000000 Penalty: 3658.688965
	Iteration 82Q: 3 clusters Score -9894350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9894357.000000 Penalty: 3658.688965
	Iteration 83Q: 3 clusters Score -9894357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9894363.000000 Penalty: 3658.688965
	Iteration 84Q: 3 clusters Score -9894363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9894360.000000 Penalty: 3658.688965
	Iteration 85Q: 3 clusters Score -9894360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9894357.000000 Penalty: 3658.688965
	Iteration 86Q: 3 clusters Score -9894357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9894355.000000 Penalty: 3658.688965
	Iteration 87Q: 3 clusters Score -9894355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9894352.000000 Penalty: 3658.688965
	Iteration 88Q: 3 clusters Score -9894352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9894355.000000 Penalty: 3658.688965
	Iteration 89Q: 3 clusters Score -9894355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9894359.000000 Penalty: 3658.688965
	Iteration 90Q: 3 clusters Score -9894359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9894361.000000 Penalty: 3658.688965
	Iteration 91Q: 3 clusters Score -9894361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9894354.000000 Penalty: 3658.688965
	Iteration 92Q: 3 clusters Score -9894354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9894358.000000 Penalty: 3658.688965
	Iteration 93Q: 3 clusters Score -9894358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9894359.000000 Penalty: 3658.688965
	Iteration 94Q: 3 clusters Score -9894359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9894366.000000 Penalty: 3658.688965
	Iteration 95Q: 3 clusters Score -9894366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9894360.000000 Penalty: 3658.688965
	Iteration 96Q: 3 clusters Score -9894360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9894367.000000 Penalty: 3658.688965
	Iteration 97Q: 3 clusters Score -9894367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9894361.000000 Penalty: 3658.688965
	Iteration 98Q: 3 clusters Score -9894361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9894361.000000 Penalty: 3658.688965
	Iteration 99F: 3 clusters Score -9894361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -11643.378906 Penalty: 805.321899
	Iteration 0F: 2 clusters Score -11643.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11097.594727 Penalty: 1610.643799
	Iteration 0F: 3 clusters Score -11097.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11167.552734 Penalty: 1610.643799
	Iteration 1F: 3 clusters Score -11167.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11193.134766 Penalty: 1610.643799
	Iteration 2Q: 3 clusters Score -11193.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11219.776367 Penalty: 1610.643799
	Iteration 3F: 3 clusters Score -11219.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11248.646484 Penalty: 1610.643799
	Iteration 4Q: 3 clusters Score -11248.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -11264.469727 Penalty: 1610.643799
	Iteration 5Q: 3 clusters Score -11264.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11269.165039 Penalty: 1610.643799
	Iteration 6Q: 3 clusters Score -11269.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11269.165039 Penalty: 1610.643799
	Iteration 7F: 3 clusters Score -11269.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Entering Unmasked Estep 
Score: -10309221.000000 Penalty: 1835.593872
	Iteration 0F: 2 clusters Score -1.030922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -10259418.000000 Penalty: 3671.187744
	Iteration 0F: 3 clusters Score -1.025942e+07 nChanged 38308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -10281680.000000 Penalty: 3671.187744
	Iteration 1F: 3 clusters Score -1.028168e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -10282598.000000 Penalty: 3671.187744
	Iteration 2Q: 3 clusters Score -1.02826e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -10284001.000000 Penalty: 3671.187744
	Iteration 3Q: 3 clusters Score -1.0284e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -10286257.000000 Penalty: 3671.187744
	Iteration 4F: 3 clusters Score -1.028626e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -10290263.000000 Penalty: 3671.187744
	Iteration 5F: 3 clusters Score -1.029026e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -10295403.000000 Penalty: 3671.187744
	Iteration 6F: 3 clusters Score -1.02954e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -10301605.000000 Penalty: 3671.187744
	Iteration 7F: 3 clusters Score -1.03016e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -10305344.000000 Penalty: 3671.187744
	Iteration 8F: 3 clusters Score -1.030534e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -10306822.000000 Penalty: 3671.187744
	Iteration 9Q: 3 clusters Score -1.030682e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -10307300.000000 Penalty: 3671.187744
	Iteration 10Q: 3 clusters Score -1.03073e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -10307439.000000 Penalty: 3671.187744
	Iteration 11Q: 3 clusters Score -1.030744e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -10307524.000000 Penalty: 3671.187744
	Iteration 12Q: 3 clusters Score -1.030752e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -10307579.000000 Penalty: 3671.187744
	Iteration 13Q: 3 clusters Score -1.030758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -10307592.000000 Penalty: 3671.187744
	Iteration 14Q: 3 clusters Score -1.030759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -10307612.000000 Penalty: 3671.187744
	Iteration 15Q: 3 clusters Score -1.030761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -10307620.000000 Penalty: 3671.187744
	Iteration 16Q: 3 clusters Score -1.030762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -10307630.000000 Penalty: 3671.187744
	Iteration 17Q: 3 clusters Score -1.030763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -10307623.000000 Penalty: 3671.187744
	Iteration 18Q: 3 clusters Score -1.030762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -10307628.000000 Penalty: 3671.187744
	Iteration 19Q: 3 clusters Score -1.030763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -10307625.000000 Penalty: 3671.187744
	Iteration 20F: 3 clusters Score -1.030762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -10307628.000000 Penalty: 3671.187744
	Iteration 21Q: 3 clusters Score -1.030763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -10307628.000000 Penalty: 3671.187744
	Iteration 22Q: 3 clusters Score -1.030763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -10307628.000000 Penalty: 3671.187744
	Iteration 23F: 3 clusters Score -1.030763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -122536.109375 Penalty: 1137.554321
	Iteration 0F: 2 clusters Score -122536.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -121176.414062 Penalty: 2275.108643
	Iteration 0F: 3 clusters Score -121176.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -121851.695312 Penalty: 2275.108643
	Iteration 1F: 3 clusters Score -121851.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122138.679688 Penalty: 2275.108643
	Iteration 2F: 3 clusters Score -122138.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122437.664062 Penalty: 2275.108643
	Iteration 3F: 3 clusters Score -122437.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122600.492188 Penalty: 2275.108643
	Iteration 4F: 3 clusters Score -122600.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122734.515625 Penalty: 2275.108643
	Iteration 5F: 3 clusters Score -122734.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -122843.054688 Penalty: 2275.108643
	Iteration 6Q: 3 clusters Score -122843.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -122949.960938 Penalty: 2275.108643
	Iteration 7Q: 3 clusters Score -122950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -123031.750000 Penalty: 2275.108643
	Iteration 8Q: 3 clusters Score -123031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -123051.507812 Penalty: 2275.108643
	Iteration 9Q: 3 clusters Score -123051.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -123055.398438 Penalty: 2275.108643
	Iteration 10Q: 3 clusters Score -123055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123062.328125 Penalty: 2275.108643
	Iteration 11Q: 3 clusters Score -123062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123069.226562 Penalty: 2275.108643
	Iteration 12Q: 3 clusters Score -123069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -123073.125000 Penalty: 2275.108643
	Iteration 13Q: 3 clusters Score -123073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123075.132812 Penalty: 2275.108643
	Iteration 14Q: 3 clusters Score -123075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123076.398438 Penalty: 2275.108643
	Iteration 15Q: 3 clusters Score -123076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123076.398438 Penalty: 2275.108643
	Iteration 16F: 3 clusters Score -123076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 57516 members 
Mstep: Class 5 contains 69222 members 
Mstep: Class 6 contains 77459 members 
Mstep: Class 7 contains 142 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 80496 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 605 members 
Mstep: Class 14 contains 37819 members 
Mstep: Class 15 contains 45975 members 
Mstep: Class 16 contains 46920 members 
Mstep: Class 19 contains 14339 members 
Mstep: Class 21 contains 72331 members 
Entering Unmasked Estep 
Score: -65800504.000000 Penalty: 34249.644531
Splitting cluster 11 changes total score from -65800760.000000 to -65800504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (37819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Entering Unmasked Estep 
Score: -4800256.000000 Penalty: 1712.842041
	Iteration 0F: 2 clusters Score -4800256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4774960.000000 Penalty: 3425.684082
	Iteration 0F: 3 clusters Score -4774960 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -4784803.000000 Penalty: 3425.684082
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 18356 members 
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Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 17514 members 
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Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4788400 nChanged 2188
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Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4790029 nChanged 2275
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Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 15281 members 
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	Iteration 8F: 3 clusters Score -4791750 nChanged 2099
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Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4793165 nChanged 1675
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Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4795188 nChanged 720
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Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4795798 nChanged 619
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Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4796031 nChanged 555
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Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4796234 nChanged 464
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Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4796361 nChanged 442
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Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4796486 nChanged 399
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Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 10210 members 
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	Iteration 20F: 3 clusters Score -4796583 nChanged 343
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Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 9991 members 
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	Iteration 21Q: 3 clusters Score -4796651 nChanged 291
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Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 9792 members 
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	Iteration 22Q: 3 clusters Score -4796718 nChanged 256
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Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4796752 nChanged 218
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Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4796774 nChanged 180
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Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 9302 members 
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	Iteration 25Q: 3 clusters Score -4796788 nChanged 161
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Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4796833 nChanged 155
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Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 9022 members 
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	Iteration 27Q: 3 clusters Score -4796846 nChanged 150
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Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 8886 members 
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	Iteration 28Q: 3 clusters Score -4796866 nChanged 133
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Mstep: Class 1 contains 29062 members 
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	Iteration 29Q: 3 clusters Score -4796882 nChanged 128
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Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 8635 members 
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	Iteration 30Q: 3 clusters Score -4796894 nChanged 142
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Mstep: Class 1 contains 29320 members 
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	Iteration 32Q: 3 clusters Score -4796916 nChanged 148
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Mstep: Class 1 contains 29756 members 
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Mstep: Class 1 contains 29900 members 
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Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 7768 members 
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Mstep: Class 1 contains 30180 members 
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	Iteration 37Q: 3 clusters Score -4797003 nChanged 126
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Mstep: Class 1 contains 30304 members 
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	Iteration 38Q: 3 clusters Score -4797005 nChanged 123
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Mstep: Class 1 contains 30427 members 
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	Iteration 39Q: 3 clusters Score -4797030 nChanged 116
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Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 7276 members 
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	Iteration 40F: 3 clusters Score -4797051 nChanged 122
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Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 7154 members 
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Mstep: Class 1 contains 30805 members 
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	Iteration 42Q: 3 clusters Score -4797112 nChanged 155
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Mstep: Class 1 contains 30960 members 
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Mstep: Class 1 contains 31134 members 
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Mstep: Class 1 contains 31317 members 
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Mstep: Class 1 contains 31673 members 
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	Iteration 47Q: 3 clusters Score -4797248 nChanged 147
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Mstep: Class 1 contains 31818 members 
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	Iteration 48Q: 3 clusters Score -4797274 nChanged 170
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	Iteration 49Q: 3 clusters Score -4797287 nChanged 172
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Mstep: Class 1 contains 32156 members 
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	Iteration 50Q: 3 clusters Score -4797310 nChanged 168
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Mstep: Class 1 contains 32324 members 
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	Iteration 51Q: 3 clusters Score -4797350 nChanged 174
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Mstep: Class 1 contains 32496 members 
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	Iteration 52Q: 3 clusters Score -4797371 nChanged 202
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	Iteration 53Q: 3 clusters Score -4797422 nChanged 220
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	Iteration 56Q: 3 clusters Score -4797604 nChanged 212
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Mstep: Class 1 contains 33557 members 
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	Iteration 57Q: 3 clusters Score -4797654 nChanged 227
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Mstep: Class 1 contains 33782 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4797727 nChanged 218
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Mstep: Class 1 contains 33994 members 
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	Iteration 59Q: 3 clusters Score -4797792 nChanged 206
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Mstep: Class 1 contains 34200 members 
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	Iteration 60F: 3 clusters Score -4797846 nChanged 202
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Mstep: Class 1 contains 34400 members 
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	Iteration 61Q: 3 clusters Score -4797888 nChanged 188
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Mstep: Class 1 contains 34586 members 
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	Iteration 62Q: 3 clusters Score -4797930 nChanged 183
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Mstep: Class 1 contains 34767 members 
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	Iteration 63Q: 3 clusters Score -4797970 nChanged 164
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Mstep: Class 1 contains 34927 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4798023 nChanged 156
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Mstep: Class 1 contains 35081 members 
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	Iteration 65Q: 3 clusters Score -4798067 nChanged 138
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4798121 nChanged 147
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	Iteration 67Q: 3 clusters Score -4798167 nChanged 146
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	Iteration 68Q: 3 clusters Score -4798215 nChanged 165
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4798279 nChanged 159
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Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4798328 nChanged 146
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	Iteration 71Q: 3 clusters Score -4798378 nChanged 119
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	Iteration 72Q: 3 clusters Score -4798425 nChanged 112
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Mstep: Class 2 contains 1628 members 
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	Iteration 73Q: 3 clusters Score -4798455 nChanged 90
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Mstep: Class 1 contains 36281 members 
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	Iteration 74Q: 3 clusters Score -4798486 nChanged 95
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Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4798522 nChanged 77
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	Iteration 76Q: 3 clusters Score -4798560 nChanged 73
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	Iteration 77Q: 3 clusters Score -4798590 nChanged 76
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	Iteration 78Q: 3 clusters Score -4798611 nChanged 64
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	Iteration 79Q: 3 clusters Score -4798628 nChanged 56
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	Iteration 80F: 3 clusters Score -4798640 nChanged 55
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	Iteration 81Q: 3 clusters Score -4798674 nChanged 50
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	Iteration 82Q: 3 clusters Score -4798692 nChanged 41
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	Iteration 83Q: 3 clusters Score -4798708 nChanged 44
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	Iteration 84Q: 3 clusters Score -4798725 nChanged 32
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	Iteration 85Q: 3 clusters Score -4798746 nChanged 25
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Mstep: Class 2 contains 922 members 
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	Iteration 86Q: 3 clusters Score -4798757 nChanged 19
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	Iteration 87Q: 3 clusters Score -4798769 nChanged 13
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	Iteration 88Q: 3 clusters Score -4798768 nChanged 10
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4798775 nChanged 10
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4798768 nChanged 16
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	Iteration 91Q: 3 clusters Score -4798780 nChanged 11
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4798786 nChanged 5
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	Iteration 93Q: 3 clusters Score -4798786 nChanged 7
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Score: -4798784.000000 Penalty: 3425.684082
	Iteration 94Q: 3 clusters Score -4798784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4798783.000000 Penalty: 3425.684082
	Iteration 95Q: 3 clusters Score -4798783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4798783.500000 Penalty: 3425.684082
	Iteration 96Q: 3 clusters Score -4798784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4798784.000000 Penalty: 3425.684082
	Iteration 97Q: 3 clusters Score -4798784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4798784.000000 Penalty: 3425.684082
	Iteration 98Q: 3 clusters Score -4798784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4798788.000000 Penalty: 3425.684082
	Iteration 99Q: 3 clusters Score -4798788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4798784.000000 Penalty: 3425.684082
	Iteration 100F: 3 clusters Score -4798784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Entering Unmasked Estep 
Score: -5833356.000000 Penalty: 1744.576172
	Iteration 0F: 2 clusters Score -5833356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -5802654.500000 Penalty: 3489.152344
	Iteration 0F: 3 clusters Score -5802654 nChanged 21513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5815159.000000 Penalty: 3489.152344
	Iteration 1F: 3 clusters Score -5815159 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5816051.000000 Penalty: 3489.152344
	Iteration 2Q: 3 clusters Score -5816051 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5817144.000000 Penalty: 3489.152344
	Iteration 3Q: 3 clusters Score -5817144 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5818705.000000 Penalty: 3489.152344
	Iteration 4F: 3 clusters Score -5818705 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -5820887.000000 Penalty: 3489.152344
	Iteration 5F: 3 clusters Score -5820887 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5823809.500000 Penalty: 3489.152344
	Iteration 6F: 3 clusters Score -5823810 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -5826645.500000 Penalty: 3489.152344
	Iteration 7F: 3 clusters Score -5826646 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -5828507.000000 Penalty: 3489.152344
	Iteration 8F: 3 clusters Score -5828507 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -5829568.000000 Penalty: 3489.152344
	Iteration 9Q: 3 clusters Score -5829568 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -5830373.000000 Penalty: 3489.152344
	Iteration 10Q: 3 clusters Score -5830373 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5831019.500000 Penalty: 3489.152344
	Iteration 11Q: 3 clusters Score -5831020 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5831523.500000 Penalty: 3489.152344
	Iteration 12Q: 3 clusters Score -5831524 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -5831869.000000 Penalty: 3489.152344
	Iteration 13Q: 3 clusters Score -5831869 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -5832033.500000 Penalty: 3489.152344
	Iteration 14Q: 3 clusters Score -5832034 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5832131.000000 Penalty: 3489.152344
	Iteration 15Q: 3 clusters Score -5832131 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -5832232.000000 Penalty: 3489.152344
	Iteration 16Q: 3 clusters Score -5832232 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5832319.000000 Penalty: 3489.152344
	Iteration 17Q: 3 clusters Score -5832319 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -5832348.500000 Penalty: 3489.152344
	Iteration 18Q: 3 clusters Score -5832348 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5832395.000000 Penalty: 3489.152344
	Iteration 19Q: 3 clusters Score -5832395 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -5832410.000000 Penalty: 3489.152344
	Iteration 20F: 3 clusters Score -5832410 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5832428.000000 Penalty: 3489.152344
	Iteration 21Q: 3 clusters Score -5832428 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -5832456.500000 Penalty: 3489.152344
	Iteration 22Q: 3 clusters Score -5832456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -5832469.500000 Penalty: 3489.152344
	Iteration 23Q: 3 clusters Score -5832470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -5832474.500000 Penalty: 3489.152344
	Iteration 24Q: 3 clusters Score -5832474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5832485.500000 Penalty: 3489.152344
	Iteration 25Q: 3 clusters Score -5832486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -5832504.500000 Penalty: 3489.152344
	Iteration 26Q: 3 clusters Score -5832504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5832513.000000 Penalty: 3489.152344
	Iteration 27Q: 3 clusters Score -5832513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -5832515.500000 Penalty: 3489.152344
	Iteration 28Q: 3 clusters Score -5832516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5832534.500000 Penalty: 3489.152344
	Iteration 29Q: 3 clusters Score -5832534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5832538.500000 Penalty: 3489.152344
	Iteration 30Q: 3 clusters Score -5832538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -5832542.000000 Penalty: 3489.152344
	Iteration 31Q: 3 clusters Score -5832542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -5832549.000000 Penalty: 3489.152344
	Iteration 32Q: 3 clusters Score -5832549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -5832554.000000 Penalty: 3489.152344
	Iteration 33Q: 3 clusters Score -5832554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5832560.000000 Penalty: 3489.152344
	Iteration 34Q: 3 clusters Score -5832560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -5832549.500000 Penalty: 3489.152344
	Iteration 35Q: 3 clusters Score -5832550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5832559.500000 Penalty: 3489.152344
	Iteration 36Q: 3 clusters Score -5832560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -5832554.500000 Penalty: 3489.152344
	Iteration 37Q: 3 clusters Score -5832554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -5832546.000000 Penalty: 3489.152344
	Iteration 38Q: 3 clusters Score -5832546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5832553.000000 Penalty: 3489.152344
	Iteration 39Q: 3 clusters Score -5832553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5832553.500000 Penalty: 3489.152344
	Iteration 40F: 3 clusters Score -5832554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -5832556.500000 Penalty: 3489.152344
	Iteration 41Q: 3 clusters Score -5832556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5832558.500000 Penalty: 3489.152344
	Iteration 42Q: 3 clusters Score -5832558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -5832557.000000 Penalty: 3489.152344
	Iteration 43Q: 3 clusters Score -5832557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -5832561.500000 Penalty: 3489.152344
	Iteration 44Q: 3 clusters Score -5832562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -5832559.000000 Penalty: 3489.152344
	Iteration 45Q: 3 clusters Score -5832559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -5832555.500000 Penalty: 3489.152344
	Iteration 46Q: 3 clusters Score -5832556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5832557.000000 Penalty: 3489.152344
	Iteration 47Q: 3 clusters Score -5832557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5832559.000000 Penalty: 3489.152344
	Iteration 48Q: 3 clusters Score -5832559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -5832562.000000 Penalty: 3489.152344
	Iteration 49Q: 3 clusters Score -5832562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -5832568.000000 Penalty: 3489.152344
	Iteration 50Q: 3 clusters Score -5832568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5832570.500000 Penalty: 3489.152344
	Iteration 51Q: 3 clusters Score -5832570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5832569.000000 Penalty: 3489.152344
	Iteration 52Q: 3 clusters Score -5832569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -5832566.000000 Penalty: 3489.152344
	Iteration 53Q: 3 clusters Score -5832566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -5832570.000000 Penalty: 3489.152344
	Iteration 54Q: 3 clusters Score -5832570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -5832569.000000 Penalty: 3489.152344
	Iteration 55Q: 3 clusters Score -5832569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -5832568.500000 Penalty: 3489.152344
	Iteration 56Q: 3 clusters Score -5832568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -5832563.000000 Penalty: 3489.152344
	Iteration 57Q: 3 clusters Score -5832563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -5832568.000000 Penalty: 3489.152344
	Iteration 58Q: 3 clusters Score -5832568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5832574.000000 Penalty: 3489.152344
	Iteration 59Q: 3 clusters Score -5832574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5832574.000000 Penalty: 3489.152344
	Iteration 60F: 3 clusters Score -5832574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Entering Unmasked Estep 
Score: -6067563.500000 Penalty: 1747.882324
	Iteration 0F: 2 clusters Score -6067564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -6036562.500000 Penalty: 3495.764648
	Iteration 0F: 3 clusters Score -6036562 nChanged 21915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -6049159.000000 Penalty: 3495.764648
	Iteration 1F: 3 clusters Score -6049159 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -6049806.000000 Penalty: 3495.764648
	Iteration 2Q: 3 clusters Score -6049806 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -6050731.500000 Penalty: 3495.764648
	Iteration 3Q: 3 clusters Score -6050732 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -6052357.500000 Penalty: 3495.764648
	Iteration 4F: 3 clusters Score -6052358 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -6055103.500000 Penalty: 3495.764648
	Iteration 5F: 3 clusters Score -6055104 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -6058913.000000 Penalty: 3495.764648
	Iteration 6F: 3 clusters Score -6058913 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6062571.000000 Penalty: 3495.764648
	Iteration 7F: 3 clusters Score -6062571 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6064663.000000 Penalty: 3495.764648
	Iteration 8Q: 3 clusters Score -6064663 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6065540.000000 Penalty: 3495.764648
	Iteration 9Q: 3 clusters Score -6065540 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6065839.000000 Penalty: 3495.764648
	Iteration 10Q: 3 clusters Score -6065839 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6065956.000000 Penalty: 3495.764648
	Iteration 11Q: 3 clusters Score -6065956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6066019.000000 Penalty: 3495.764648
	Iteration 12Q: 3 clusters Score -6066019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6066066.500000 Penalty: 3495.764648
	Iteration 13Q: 3 clusters Score -6066066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6066083.000000 Penalty: 3495.764648
	Iteration 14Q: 3 clusters Score -6066083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6066098.000000 Penalty: 3495.764648
	Iteration 15Q: 3 clusters Score -6066098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6066115.000000 Penalty: 3495.764648
	Iteration 16Q: 3 clusters Score -6066115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6066123.000000 Penalty: 3495.764648
	Iteration 17Q: 3 clusters Score -6066123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6066124.500000 Penalty: 3495.764648
	Iteration 18Q: 3 clusters Score -6066124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6066122.500000 Penalty: 3495.764648
	Iteration 19Q: 3 clusters Score -6066122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6066122.500000 Penalty: 3495.764648
	Iteration 20F: 3 clusters Score -6066122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Entering Unmasked Estep 
Score: -1818525.000000 Penalty: 1555.244995
	Iteration 0F: 2 clusters Score -1818525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1808503.250000 Penalty: 3110.489990
	Iteration 0F: 3 clusters Score -1808503 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1811898.500000 Penalty: 3110.489990
	Iteration 1F: 3 clusters Score -1811898 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1812230.625000 Penalty: 3110.489990
	Iteration 2F: 3 clusters Score -1812231 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1812522.250000 Penalty: 3110.489990
	Iteration 3Q: 3 clusters Score -1812522 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1812818.625000 Penalty: 3110.489990
	Iteration 4Q: 3 clusters Score -1812819 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1813111.875000 Penalty: 3110.489990
	Iteration 5Q: 3 clusters Score -1813112 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1813443.625000 Penalty: 3110.489990
	Iteration 6Q: 3 clusters Score -1813444 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1813816.750000 Penalty: 3110.489990
	Iteration 7Q: 3 clusters Score -1813817 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1814198.500000 Penalty: 3110.489990
	Iteration 8Q: 3 clusters Score -1814198 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1814584.125000 Penalty: 3110.489990
	Iteration 9Q: 3 clusters Score -1814584 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1814973.625000 Penalty: 3110.489990
	Iteration 10Q: 3 clusters Score -1814974 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1815287.750000 Penalty: 3110.489990
	Iteration 11Q: 3 clusters Score -1815288 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1815579.750000 Penalty: 3110.489990
	Iteration 12Q: 3 clusters Score -1815580 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1815784.000000 Penalty: 3110.489990
	Iteration 13Q: 3 clusters Score -1815784 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1815929.750000 Penalty: 3110.489990
	Iteration 14Q: 3 clusters Score -1815930 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1816044.750000 Penalty: 3110.489990
	Iteration 15Q: 3 clusters Score -1816045 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1816125.750000 Penalty: 3110.489990
	Iteration 16Q: 3 clusters Score -1816126 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1816217.750000 Penalty: 3110.489990
	Iteration 17Q: 3 clusters Score -1816218 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1816297.625000 Penalty: 3110.489990
	Iteration 18Q: 3 clusters Score -1816298 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1816377.625000 Penalty: 3110.489990
	Iteration 19Q: 3 clusters Score -1816378 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1816464.500000 Penalty: 3110.489990
	Iteration 20F: 3 clusters Score -1816464 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1816522.375000 Penalty: 3110.489990
	Iteration 21Q: 3 clusters Score -1816522 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1816604.500000 Penalty: 3110.489990
	Iteration 22Q: 3 clusters Score -1816604 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1816693.625000 Penalty: 3110.489990
	Iteration 23Q: 3 clusters Score -1816694 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1816776.250000 Penalty: 3110.489990
	Iteration 24Q: 3 clusters Score -1816776 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1816847.875000 Penalty: 3110.489990
	Iteration 25Q: 3 clusters Score -1816848 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1816893.875000 Penalty: 3110.489990
	Iteration 26Q: 3 clusters Score -1816894 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1816940.625000 Penalty: 3110.489990
	Iteration 27Q: 3 clusters Score -1816941 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1816969.125000 Penalty: 3110.489990
	Iteration 28Q: 3 clusters Score -1816969 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1817009.125000 Penalty: 3110.489990
	Iteration 29Q: 3 clusters Score -1817009 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1817031.000000 Penalty: 3110.489990
	Iteration 30Q: 3 clusters Score -1817031 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1817051.750000 Penalty: 3110.489990
	Iteration 31Q: 3 clusters Score -1817052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1817091.375000 Penalty: 3110.489990
	Iteration 32Q: 3 clusters Score -1817091 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1817126.250000 Penalty: 3110.489990
	Iteration 33Q: 3 clusters Score -1817126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1817155.750000 Penalty: 3110.489990
	Iteration 34Q: 3 clusters Score -1817156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1817176.875000 Penalty: 3110.489990
	Iteration 35Q: 3 clusters Score -1817177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1817205.250000 Penalty: 3110.489990
	Iteration 36Q: 3 clusters Score -1817205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1817221.500000 Penalty: 3110.489990
	Iteration 37Q: 3 clusters Score -1817222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1817241.375000 Penalty: 3110.489990
	Iteration 38Q: 3 clusters Score -1817241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1817266.500000 Penalty: 3110.489990
	Iteration 39Q: 3 clusters Score -1817266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1817282.625000 Penalty: 3110.489990
	Iteration 40F: 3 clusters Score -1817283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1817306.500000 Penalty: 3110.489990
	Iteration 41Q: 3 clusters Score -1817306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1817322.375000 Penalty: 3110.489990
	Iteration 42Q: 3 clusters Score -1817322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1817331.625000 Penalty: 3110.489990
	Iteration 43Q: 3 clusters Score -1817332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1817351.000000 Penalty: 3110.489990
	Iteration 44Q: 3 clusters Score -1817351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1817361.125000 Penalty: 3110.489990
	Iteration 45Q: 3 clusters Score -1817361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1817373.375000 Penalty: 3110.489990
	Iteration 46Q: 3 clusters Score -1817373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1817385.000000 Penalty: 3110.489990
	Iteration 47Q: 3 clusters Score -1817385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1817396.375000 Penalty: 3110.489990
	Iteration 48Q: 3 clusters Score -1817396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1817406.500000 Penalty: 3110.489990
	Iteration 49Q: 3 clusters Score -1817406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1817417.875000 Penalty: 3110.489990
	Iteration 50Q: 3 clusters Score -1817418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1817436.750000 Penalty: 3110.489990
	Iteration 51Q: 3 clusters Score -1817437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1817449.375000 Penalty: 3110.489990
	Iteration 52Q: 3 clusters Score -1817449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1817458.625000 Penalty: 3110.489990
	Iteration 53Q: 3 clusters Score -1817459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1817465.375000 Penalty: 3110.489990
	Iteration 54Q: 3 clusters Score -1817465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1817474.000000 Penalty: 3110.489990
	Iteration 55Q: 3 clusters Score -1817474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1817474.375000 Penalty: 3110.489990
	Iteration 56Q: 3 clusters Score -1817474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1817477.625000 Penalty: 3110.489990
	Iteration 57Q: 3 clusters Score -1817478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1817479.000000 Penalty: 3110.489990
	Iteration 58Q: 3 clusters Score -1817479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1817479.125000 Penalty: 3110.489990
	Iteration 59Q: 3 clusters Score -1817479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1817481.250000 Penalty: 3110.489990
	Iteration 60F: 3 clusters Score -1817481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1817481.125000 Penalty: 3110.489990
	Iteration 61Q: 3 clusters Score -1817481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1817482.625000 Penalty: 3110.489990
	Iteration 62Q: 3 clusters Score -1817483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1817482.625000 Penalty: 3110.489990
	Iteration 63F: 3 clusters Score -1817483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (72331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Entering Unmasked Estep 
Score: -9049400.000000 Penalty: 1818.213745
	Iteration 0F: 2 clusters Score -9049400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -9001432.000000 Penalty: 3636.427490
	Iteration 0F: 3 clusters Score -9001432 nChanged 34288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -9021621.000000 Penalty: 3636.427490
	Iteration 1F: 3 clusters Score -9021621 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -9022682.000000 Penalty: 3636.427490
	Iteration 2Q: 3 clusters Score -9022682 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -9023997.000000 Penalty: 3636.427490
	Iteration 3Q: 3 clusters Score -9023997 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -9025989.000000 Penalty: 3636.427490
	Iteration 4F: 3 clusters Score -9025989 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -9028797.000000 Penalty: 3636.427490
	Iteration 5F: 3 clusters Score -9028797 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -9032270.000000 Penalty: 3636.427490
	Iteration 6F: 3 clusters Score -9032270 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -9035983.000000 Penalty: 3636.427490
	Iteration 7F: 3 clusters Score -9035983 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -9039112.000000 Penalty: 3636.427490
	Iteration 8F: 3 clusters Score -9039112 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -9040908.000000 Penalty: 3636.427490
	Iteration 9Q: 3 clusters Score -9040908 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -9041751.000000 Penalty: 3636.427490
	Iteration 10Q: 3 clusters Score -9041751 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -9042235.000000 Penalty: 3636.427490
	Iteration 11Q: 3 clusters Score -9042235 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -9042556.000000 Penalty: 3636.427490
	Iteration 12Q: 3 clusters Score -9042556 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -9042857.000000 Penalty: 3636.427490
	Iteration 13Q: 3 clusters Score -9042857 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -9043171.000000 Penalty: 3636.427490
	Iteration 14Q: 3 clusters Score -9043171 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -9043524.000000 Penalty: 3636.427490
	Iteration 15Q: 3 clusters Score -9043524 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -9043826.000000 Penalty: 3636.427490
	Iteration 16Q: 3 clusters Score -9043826 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -9044166.000000 Penalty: 3636.427490
	Iteration 17Q: 3 clusters Score -9044166 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -9044506.000000 Penalty: 3636.427490
	Iteration 18Q: 3 clusters Score -9044506 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -9044923.000000 Penalty: 3636.427490
	Iteration 19Q: 3 clusters Score -9044923 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -9045279.000000 Penalty: 3636.427490
	Iteration 20F: 3 clusters Score -9045279 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -9045655.000000 Penalty: 3636.427490
	Iteration 21Q: 3 clusters Score -9045655 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -9046002.000000 Penalty: 3636.427490
	Iteration 22Q: 3 clusters Score -9046002 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -9046294.000000 Penalty: 3636.427490
	Iteration 23Q: 3 clusters Score -9046294 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -9046534.000000 Penalty: 3636.427490
	Iteration 24Q: 3 clusters Score -9046534 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -9046710.000000 Penalty: 3636.427490
	Iteration 25Q: 3 clusters Score -9046710 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -9046857.000000 Penalty: 3636.427490
	Iteration 26Q: 3 clusters Score -9046857 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65510 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66754 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66836 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9047408 nChanged 64
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67090 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9047405 nChanged 40
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Mstep: Class 1 contains 67128 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9047410 nChanged 42
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Mstep: Class 1 contains 67170 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 67207 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9047435 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67243 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9047429 nChanged 40
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Mstep: Class 1 contains 67279 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67353 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9047453 nChanged 24
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Mstep: Class 1 contains 67377 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9047453 nChanged 23
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9047464 nChanged 17
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9047490 nChanged 23
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9047534 nChanged 21
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9047548 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -9047634.000000 Penalty: 3636.427490
	Iteration 119Q: 3 clusters Score -9047634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9047637.000000 Penalty: 3636.427490
	Iteration 120F: 3 clusters Score -9047637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -9047628.000000 Penalty: 3636.427490
	Iteration 121Q: 3 clusters Score -9047628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -9047629.000000 Penalty: 3636.427490
	Iteration 122Q: 3 clusters Score -9047629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -9047638.000000 Penalty: 3636.427490
	Iteration 123Q: 3 clusters Score -9047638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -9047626.000000 Penalty: 3636.427490
	Iteration 124Q: 3 clusters Score -9047626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -9047635.000000 Penalty: 3636.427490
	Iteration 125Q: 3 clusters Score -9047635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9047634.000000 Penalty: 3636.427490
	Iteration 126Q: 3 clusters Score -9047634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9047628.000000 Penalty: 3636.427490
	Iteration 127Q: 3 clusters Score -9047628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -9047623.000000 Penalty: 3636.427490
	Iteration 128Q: 3 clusters Score -9047623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9047627.000000 Penalty: 3636.427490
	Iteration 129Q: 3 clusters Score -9047627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -9047647.000000 Penalty: 3636.427490
	Iteration 130Q: 3 clusters Score -9047647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -9047659.000000 Penalty: 3636.427490
	Iteration 131Q: 3 clusters Score -9047659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9047653.000000 Penalty: 3636.427490
	Iteration 132Q: 3 clusters Score -9047653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -9047655.000000 Penalty: 3636.427490
	Iteration 133Q: 3 clusters Score -9047655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -9047656.000000 Penalty: 3636.427490
	Iteration 134Q: 3 clusters Score -9047656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -9047665.000000 Penalty: 3636.427490
	Iteration 135Q: 3 clusters Score -9047665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -9047664.000000 Penalty: 3636.427490
	Iteration 136Q: 3 clusters Score -9047664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -9047676.000000 Penalty: 3636.427490
	Iteration 137Q: 3 clusters Score -9047676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -9047678.000000 Penalty: 3636.427490
	Iteration 138Q: 3 clusters Score -9047678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9047690.000000 Penalty: 3636.427490
	Iteration 139Q: 3 clusters Score -9047690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9047687.000000 Penalty: 3636.427490
	Iteration 140F: 3 clusters Score -9047687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -9047682.000000 Penalty: 3636.427490
	Iteration 141Q: 3 clusters Score -9047682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -9047687.000000 Penalty: 3636.427490
	Iteration 142Q: 3 clusters Score -9047687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -9047699.000000 Penalty: 3636.427490
	Iteration 143Q: 3 clusters Score -9047699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9047698.000000 Penalty: 3636.427490
	Iteration 144Q: 3 clusters Score -9047698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69606 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -9047703.000000 Penalty: 3636.427490
	Iteration 145Q: 3 clusters Score -9047703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -9047720.000000 Penalty: 3636.427490
	Iteration 146Q: 3 clusters Score -9047720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -9047726.000000 Penalty: 3636.427490
	Iteration 147Q: 3 clusters Score -9047726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9047730.000000 Penalty: 3636.427490
	Iteration 148Q: 3 clusters Score -9047730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9047728.000000 Penalty: 3636.427490
	Iteration 149Q: 3 clusters Score -9047728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9047726.000000 Penalty: 3636.427490
	Iteration 150Q: 3 clusters Score -9047726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9047737.000000 Penalty: 3636.427490
	Iteration 151Q: 3 clusters Score -9047737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9047744.000000 Penalty: 3636.427490
	Iteration 152Q: 3 clusters Score -9047744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -9047748.000000 Penalty: 3636.427490
	Iteration 153Q: 3 clusters Score -9047748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -9047750.000000 Penalty: 3636.427490
	Iteration 154Q: 3 clusters Score -9047750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9047757.000000 Penalty: 3636.427490
	Iteration 155Q: 3 clusters Score -9047757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9047758.000000 Penalty: 3636.427490
	Iteration 156Q: 3 clusters Score -9047758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -9047746.000000 Penalty: 3636.427490
	Iteration 157Q: 3 clusters Score -9047746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9047749.000000 Penalty: 3636.427490
	Iteration 158Q: 3 clusters Score -9047749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9047759.000000 Penalty: 3636.427490
	Iteration 159Q: 3 clusters Score -9047759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9047766.000000 Penalty: 3636.427490
	Iteration 160F: 3 clusters Score -9047766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9047770.000000 Penalty: 3636.427490
	Iteration 161Q: 3 clusters Score -9047770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9047766.000000 Penalty: 3636.427490
	Iteration 162Q: 3 clusters Score -9047766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9047767.000000 Penalty: 3636.427490
	Iteration 163Q: 3 clusters Score -9047767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -9047772.000000 Penalty: 3636.427490
	Iteration 164Q: 3 clusters Score -9047772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9047765.000000 Penalty: 3636.427490
	Iteration 165Q: 3 clusters Score -9047765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -9047763.000000 Penalty: 3636.427490
	Iteration 166Q: 3 clusters Score -9047763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9047767.000000 Penalty: 3636.427490
	Iteration 167Q: 3 clusters Score -9047767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9047774.000000 Penalty: 3636.427490
	Iteration 168Q: 3 clusters Score -9047774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9047770.000000 Penalty: 3636.427490
	Iteration 169Q: 3 clusters Score -9047770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9047774.000000 Penalty: 3636.427490
	Iteration 170Q: 3 clusters Score -9047774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9047774.000000 Penalty: 3636.427490
	Iteration 171F: 3 clusters Score -9047774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 57516 members 
Mstep: Class 5 contains 69222 members 
Mstep: Class 6 contains 77459 members 
Mstep: Class 7 contains 142 members 
Mstep: Class 9 contains 80496 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 14 contains 37819 members 
Mstep: Class 15 contains 45975 members 
Mstep: Class 16 contains 46920 members 
Mstep: Class 19 contains 14339 members 
Mstep: Class 21 contains 72331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801444.000000 Penalty: 32109.041016
Iteration 119Q: 16 clusters Score -6.580144e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 57241 members 
Mstep: Class 5 contains 69232 members 
Mstep: Class 6 contains 77333 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 80967 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 14 contains 37799 members 
Mstep: Class 15 contains 45811 members 
Mstep: Class 16 contains 46888 members 
Mstep: Class 19 contains 14364 members 
Mstep: Class 21 contains 72285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801924.000000 Penalty: 32109.041016
Iteration 120F: 16 clusters Score -6.580192e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 5737 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 57031 members 
Mstep: Class 5 contains 69242 members 
Mstep: Class 6 contains 77292 members 
Mstep: Class 7 contains 147 members 
Mstep: Class 8 contains 2514 members 
Mstep: Class 9 contains 81376 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 14 contains 37780 members 
Mstep: Class 15 contains 45613 members 
Mstep: Class 16 contains 46874 members 
Mstep: Class 19 contains 14348 members 
Mstep: Class 21 contains 72208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802340.000000 Penalty: 32109.041016
Iteration 121Q: 16 clusters Score -6.580234e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5736 members 
Mstep: Class 3 contains 1736 members 
Mstep: Class 4 contains 56891 members 
Mstep: Class 5 contains 69254 members 
Mstep: Class 6 contains 77307 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 81705 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 14 contains 37757 members 
Mstep: Class 15 contains 45392 members 
Mstep: Class 16 contains 46868 members 
Mstep: Class 19 contains 14364 members 
Mstep: Class 21 contains 72107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802608.000000 Penalty: 32109.041016
Iteration 122Q: 16 clusters Score -6.580261e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 5727 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 56776 members 
Mstep: Class 5 contains 69276 members 
Mstep: Class 6 contains 77350 members 
Mstep: Class 7 contains 153 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 81931 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 14 contains 37735 members 
Mstep: Class 15 contains 45206 members 
Mstep: Class 16 contains 46856 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 21 contains 72009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802536.000000 Penalty: 32109.041016
Iteration 123Q: 16 clusters Score -6.580254e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 56646 members 
Mstep: Class 5 contains 69296 members 
Mstep: Class 6 contains 77436 members 
Mstep: Class 7 contains 155 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 82130 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 14 contains 37721 members 
Mstep: Class 15 contains 44998 members 
Mstep: Class 16 contains 46840 members 
Mstep: Class 19 contains 14451 members 
Mstep: Class 21 contains 71939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802412.000000 Penalty: 32109.041016
Iteration 124Q: 16 clusters Score -6.580241e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 56544 members 
Mstep: Class 5 contains 69308 members 
Mstep: Class 6 contains 77500 members 
Mstep: Class 7 contains 155 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 82300 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 14 contains 37710 members 
Mstep: Class 15 contains 44815 members 
Mstep: Class 16 contains 46837 members 
Mstep: Class 19 contains 14477 members 
Mstep: Class 21 contains 71903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2117.157959 but Gain 2140.601562
Score: -65802336.000000 Penalty: 29968.439453
Iteration 125Q: 15 clusters Score -6.580234e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 5789 members 
Mstep: Class 4 contains 56439 members 
Mstep: Class 5 contains 69504 members 
Mstep: Class 6 contains 77648 members 
Mstep: Class 7 contains 155 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 82455 members 
Mstep: Class 11 contains 1230 members 
Mstep: Class 14 contains 37754 members 
Mstep: Class 15 contains 44684 members 
Mstep: Class 16 contains 47196 members 
Mstep: Class 19 contains 14590 members 
Mstep: Class 21 contains 72655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804148.000000 Penalty: 29968.439453
Iteration 126Q: 15 clusters Score -6.580415e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 5794 members 
Mstep: Class 4 contains 56379 members 
Mstep: Class 5 contains 69432 members 
Mstep: Class 6 contains 77677 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3076 members 
Mstep: Class 9 contains 82595 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 14 contains 37724 members 
Mstep: Class 15 contains 44510 members 
Mstep: Class 16 contains 47256 members 
Mstep: Class 19 contains 14622 members 
Mstep: Class 21 contains 72645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804304.000000 Penalty: 29968.439453
Iteration 127Q: 15 clusters Score -6.58043e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 4 contains 56325 members 
Mstep: Class 5 contains 69401 members 
Mstep: Class 6 contains 77701 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3148 members 
Mstep: Class 9 contains 82695 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 14 contains 37698 members 
Mstep: Class 15 contains 44313 members 
Mstep: Class 16 contains 47322 members 
Mstep: Class 19 contains 14650 members 
Mstep: Class 21 contains 72646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804152.000000 Penalty: 29968.439453
Iteration 128Q: 15 clusters Score -6.580415e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5802 members 
Mstep: Class 4 contains 56299 members 
Mstep: Class 5 contains 69375 members 
Mstep: Class 6 contains 77727 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 82749 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 14 contains 37678 members 
Mstep: Class 15 contains 44119 members 
Mstep: Class 16 contains 47389 members 
Mstep: Class 19 contains 14684 members 
Mstep: Class 21 contains 72646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804472.000000 Penalty: 29968.439453
Iteration 129Q: 15 clusters Score -6.580447e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 5803 members 
Mstep: Class 4 contains 56326 members 
Mstep: Class 5 contains 69353 members 
Mstep: Class 6 contains 77701 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 82798 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 14 contains 37671 members 
Mstep: Class 15 contains 43892 members 
Mstep: Class 16 contains 47466 members 
Mstep: Class 19 contains 14710 members 
Mstep: Class 21 contains 72678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804596.000000 Penalty: 29968.439453
Iteration 130Q: 15 clusters Score -6.58046e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 5801 members 
Mstep: Class 4 contains 56352 members 
Mstep: Class 5 contains 69337 members 
Mstep: Class 6 contains 77731 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 82836 members 
Mstep: Class 11 contains 1270 members 
Mstep: Class 14 contains 37664 members 
Mstep: Class 15 contains 43668 members 
Mstep: Class 16 contains 47532 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 21 contains 72674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804680.000000 Penalty: 29968.439453
Iteration 131Q: 15 clusters Score -6.580468e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 4 contains 56360 members 
Mstep: Class 5 contains 69327 members 
Mstep: Class 6 contains 77748 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 82847 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 14 contains 37649 members 
Mstep: Class 15 contains 43477 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 21 contains 72702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804708.000000 Penalty: 29968.439453
Iteration 132Q: 15 clusters Score -6.580471e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 5790 members 
Mstep: Class 4 contains 56346 members 
Mstep: Class 5 contains 69311 members 
Mstep: Class 6 contains 77814 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 82858 members 
Mstep: Class 11 contains 1278 members 
Mstep: Class 14 contains 37649 members 
Mstep: Class 15 contains 43307 members 
Mstep: Class 16 contains 47674 members 
Mstep: Class 19 contains 14794 members 
Mstep: Class 21 contains 72689 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 15 clusters Score -6.580478e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 5792 members 
Mstep: Class 4 contains 56326 members 
Mstep: Class 5 contains 69294 members 
Mstep: Class 6 contains 77880 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 82876 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 14 contains 37645 members 
Mstep: Class 15 contains 43158 members 
Mstep: Class 16 contains 47744 members 
Mstep: Class 19 contains 14812 members 
Mstep: Class 21 contains 72661 members 
Entering Unmasked Estep 
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Iteration 134Q: 15 clusters Score -6.580494e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5786 members 
Mstep: Class 4 contains 56284 members 
Mstep: Class 5 contains 69285 members 
Mstep: Class 6 contains 77955 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 82898 members 
Mstep: Class 11 contains 1293 members 
Mstep: Class 14 contains 37636 members 
Mstep: Class 15 contains 43014 members 
Mstep: Class 16 contains 47820 members 
Mstep: Class 19 contains 14842 members 
Mstep: Class 21 contains 72640 members 
Entering Unmasked Estep 
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Iteration 135Q: 15 clusters Score -6.580498e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 5769 members 
Mstep: Class 4 contains 56233 members 
Mstep: Class 5 contains 69281 members 
Mstep: Class 6 contains 78014 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3529 members 
Mstep: Class 9 contains 82928 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 14 contains 37626 members 
Mstep: Class 15 contains 42874 members 
Mstep: Class 16 contains 47898 members 
Mstep: Class 19 contains 14887 members 
Mstep: Class 21 contains 72612 members 
Entering Unmasked Estep 
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Iteration 136Q: 15 clusters Score -6.580501e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 5764 members 
Mstep: Class 4 contains 56187 members 
Mstep: Class 5 contains 69264 members 
Mstep: Class 6 contains 78083 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 9 contains 82937 members 
Mstep: Class 11 contains 1300 members 
Mstep: Class 14 contains 37629 members 
Mstep: Class 15 contains 42738 members 
Mstep: Class 16 contains 47966 members 
Mstep: Class 19 contains 14914 members 
Mstep: Class 21 contains 72606 members 
Entering Unmasked Estep 
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Iteration 137Q: 15 clusters Score -6.58049e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 4 contains 56141 members 
Mstep: Class 5 contains 69270 members 
Mstep: Class 6 contains 78156 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 82928 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 14 contains 37630 members 
Mstep: Class 15 contains 42619 members 
Mstep: Class 16 contains 48049 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 21 contains 72570 members 
Entering Unmasked Estep 
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Iteration 138Q: 15 clusters Score -6.580495e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 5756 members 
Mstep: Class 4 contains 56109 members 
Mstep: Class 5 contains 69264 members 
Mstep: Class 6 contains 78230 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 82948 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 14 contains 37630 members 
Mstep: Class 15 contains 42489 members 
Mstep: Class 16 contains 48135 members 
Mstep: Class 19 contains 14927 members 
Mstep: Class 21 contains 72512 members 
Entering Unmasked Estep 
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Iteration 139Q: 15 clusters Score -6.58049e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 4 contains 56069 members 
Mstep: Class 5 contains 69270 members 
Mstep: Class 6 contains 78282 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 82988 members 
Mstep: Class 11 contains 1308 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 42358 members 
Mstep: Class 16 contains 48224 members 
Mstep: Class 19 contains 14935 members 
Mstep: Class 21 contains 72446 members 
Entering Unmasked Estep 
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Iteration 140F: 15 clusters Score -6.580515e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 5736 members 
Mstep: Class 4 contains 56014 members 
Mstep: Class 5 contains 69272 members 
Mstep: Class 6 contains 78280 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 83030 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 14 contains 37630 members 
Mstep: Class 15 contains 42246 members 
Mstep: Class 16 contains 48346 members 
Mstep: Class 19 contains 14941 members 
Mstep: Class 21 contains 72381 members 
Entering Unmasked Estep 
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Iteration 141Q: 15 clusters Score -6.580562e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 4 contains 55989 members 
Mstep: Class 5 contains 69263 members 
Mstep: Class 6 contains 78276 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 83050 members 
Mstep: Class 11 contains 1322 members 
Mstep: Class 14 contains 37648 members 
Mstep: Class 15 contains 42119 members 
Mstep: Class 16 contains 48460 members 
Mstep: Class 19 contains 14942 members 
Mstep: Class 21 contains 72332 members 
Entering Unmasked Estep 
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Iteration 142Q: 15 clusters Score -6.580587e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 4 contains 55974 members 
Mstep: Class 5 contains 69249 members 
Mstep: Class 6 contains 78279 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 83061 members 
Mstep: Class 11 contains 1346 members 
Mstep: Class 14 contains 37656 members 
Mstep: Class 15 contains 41982 members 
Mstep: Class 16 contains 48570 members 
Mstep: Class 19 contains 14941 members 
Mstep: Class 21 contains 72283 members 
Entering Unmasked Estep 
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Iteration 143Q: 15 clusters Score -6.580596e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 4 contains 55966 members 
Mstep: Class 5 contains 69226 members 
Mstep: Class 6 contains 78301 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 83069 members 
Mstep: Class 11 contains 1368 members 
Mstep: Class 14 contains 37660 members 
Mstep: Class 15 contains 41829 members 
Mstep: Class 16 contains 48670 members 
Mstep: Class 19 contains 14930 members 
Mstep: Class 21 contains 72242 members 
Entering Unmasked Estep 
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Iteration 144Q: 15 clusters Score -6.580592e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 5674 members 
Mstep: Class 4 contains 55972 members 
Mstep: Class 5 contains 69208 members 
Mstep: Class 6 contains 78321 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 83069 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 14 contains 37655 members 
Mstep: Class 15 contains 41685 members 
Mstep: Class 16 contains 48764 members 
Mstep: Class 19 contains 14912 members 
Mstep: Class 21 contains 72205 members 
Entering Unmasked Estep 
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Iteration 145Q: 15 clusters Score -6.580588e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5660 members 
Mstep: Class 4 contains 55980 members 
Mstep: Class 5 contains 69181 members 
Mstep: Class 6 contains 78331 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 83080 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 14 contains 37656 members 
Mstep: Class 15 contains 41551 members 
Mstep: Class 16 contains 48841 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 21 contains 72186 members 
Entering Unmasked Estep 
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Iteration 146Q: 15 clusters Score -6.5806e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 5637 members 
Mstep: Class 4 contains 55979 members 
Mstep: Class 5 contains 69169 members 
Mstep: Class 6 contains 78327 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 83087 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 14 contains 37645 members 
Mstep: Class 15 contains 41417 members 
Mstep: Class 16 contains 48943 members 
Mstep: Class 19 contains 14883 members 
Mstep: Class 21 contains 72137 members 
Entering Unmasked Estep 
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Iteration 147Q: 15 clusters Score -6.580612e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 5628 members 
Mstep: Class 4 contains 55991 members 
Mstep: Class 5 contains 69167 members 
Mstep: Class 6 contains 78345 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 83098 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 14 contains 37632 members 
Mstep: Class 15 contains 41267 members 
Mstep: Class 16 contains 49027 members 
Mstep: Class 19 contains 14839 members 
Mstep: Class 21 contains 72095 members 
Entering Unmasked Estep 
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Iteration 148Q: 15 clusters Score -6.58064e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 5619 members 
Mstep: Class 4 contains 56023 members 
Mstep: Class 5 contains 69166 members 
Mstep: Class 6 contains 78334 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 83103 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 49111 members 
Mstep: Class 19 contains 14798 members 
Mstep: Class 21 contains 72044 members 
Entering Unmasked Estep 
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Iteration 149Q: 15 clusters Score -6.580656e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 4 contains 56053 members 
Mstep: Class 5 contains 69158 members 
Mstep: Class 6 contains 78352 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 83100 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 41072 members 
Mstep: Class 16 contains 49170 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 21 contains 71986 members 
Entering Unmasked Estep 
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Iteration 150Q: 15 clusters Score -6.580654e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 4 contains 56083 members 
Mstep: Class 5 contains 69144 members 
Mstep: Class 6 contains 78348 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 83087 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 14 contains 37638 members 
Mstep: Class 15 contains 41009 members 
Mstep: Class 16 contains 49208 members 
Mstep: Class 19 contains 14737 members 
Mstep: Class 21 contains 71939 members 
Entering Unmasked Estep 
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Iteration 151Q: 15 clusters Score -6.580658e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 4 contains 56104 members 
Mstep: Class 5 contains 69140 members 
Mstep: Class 6 contains 78338 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4809 members 
Mstep: Class 9 contains 83088 members 
Mstep: Class 11 contains 1444 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 40981 members 
Mstep: Class 16 contains 49249 members 
Mstep: Class 19 contains 14720 members 
Mstep: Class 21 contains 71888 members 
Entering Unmasked Estep 
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Iteration 152Q: 15 clusters Score -6.580653e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 4 contains 56113 members 
Mstep: Class 5 contains 69142 members 
Mstep: Class 6 contains 78330 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4875 members 
Mstep: Class 9 contains 83082 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 14 contains 37619 members 
Mstep: Class 15 contains 40949 members 
Mstep: Class 16 contains 49287 members 
Mstep: Class 19 contains 14695 members 
Mstep: Class 21 contains 71833 members 
Entering Unmasked Estep 
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Iteration 153Q: 15 clusters Score -6.580652e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 5600 members 
Mstep: Class 4 contains 56144 members 
Mstep: Class 5 contains 69143 members 
Mstep: Class 6 contains 78317 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 83068 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 14 contains 37607 members 
Mstep: Class 15 contains 40924 members 
Mstep: Class 16 contains 49326 members 
Mstep: Class 19 contains 14680 members 
Mstep: Class 21 contains 71785 members 
Entering Unmasked Estep 
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Iteration 154Q: 15 clusters Score -6.580643e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 4 contains 56172 members 
Mstep: Class 5 contains 69136 members 
Mstep: Class 6 contains 78289 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 83061 members 
Mstep: Class 11 contains 1455 members 
Mstep: Class 14 contains 37593 members 
Mstep: Class 15 contains 40906 members 
Mstep: Class 16 contains 49372 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 21 contains 71747 members 
Entering Unmasked Estep 
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Iteration 155Q: 15 clusters Score -6.580647e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 5592 members 
Mstep: Class 4 contains 56195 members 
Mstep: Class 5 contains 69131 members 
Mstep: Class 6 contains 78257 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 83060 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 14 contains 37583 members 
Mstep: Class 15 contains 40873 members 
Mstep: Class 16 contains 49422 members 
Mstep: Class 19 contains 14669 members 
Mstep: Class 21 contains 71743 members 
Entering Unmasked Estep 
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Iteration 156Q: 15 clusters Score -6.580654e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 4 contains 56229 members 
Mstep: Class 5 contains 69121 members 
Mstep: Class 6 contains 78236 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 9 contains 83061 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37575 members 
Mstep: Class 15 contains 40860 members 
Mstep: Class 16 contains 49460 members 
Mstep: Class 19 contains 14647 members 
Mstep: Class 21 contains 71723 members 
Entering Unmasked Estep 
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Iteration 157Q: 15 clusters Score -6.580661e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 5592 members 
Mstep: Class 4 contains 56255 members 
Mstep: Class 5 contains 69112 members 
Mstep: Class 6 contains 78218 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4988 members 
Mstep: Class 9 contains 83054 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 14 contains 37564 members 
Mstep: Class 15 contains 40850 members 
Mstep: Class 16 contains 49490 members 
Mstep: Class 19 contains 14636 members 
Mstep: Class 21 contains 71711 members 
Entering Unmasked Estep 
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Iteration 158Q: 15 clusters Score -6.580656e+07 nChanged 223
Entering ConstructFrom: 
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Entering ConstructFrom: 
Trying to split cluster 1 (12821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Entering Unmasked Estep 
Score: -1564433.500000 Penalty: 1537.061401
	Iteration 0F: 2 clusters Score -1564434 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 6482 members 
Entering Unmasked Estep 
Score: -1555319.500000 Penalty: 3074.122803
	Iteration 0F: 3 clusters Score -1555320 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1558606 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1559147 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1559898 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1560767 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1561673.875000 Penalty: 3074.122803
	Iteration 5F: 3 clusters Score -1561674 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1562436.875000 Penalty: 3074.122803
	Iteration 6F: 3 clusters Score -1562437 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1562998.750000 Penalty: 3074.122803
	Iteration 7F: 3 clusters Score -1562999 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1563406 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1563635.875000 Penalty: 3074.122803
	Iteration 9Q: 3 clusters Score -1563636 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1563700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1563726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1563743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1563751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1563760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1563761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1563768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1563773.000000 Penalty: 3074.122803
	Iteration 17Q: 3 clusters Score -1563773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1563777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1563781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1563784.625000 Penalty: 3074.122803
	Iteration 20F: 3 clusters Score -1563785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1563790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1563790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1563791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1563793.250000 Penalty: 3074.122803
	Iteration 24Q: 3 clusters Score -1563793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1563796.750000 Penalty: 3074.122803
	Iteration 25Q: 3 clusters Score -1563797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1563798.375000 Penalty: 3074.122803
	Iteration 26Q: 3 clusters Score -1563798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1563797.750000 Penalty: 3074.122803
	Iteration 27Q: 3 clusters Score -1563798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1563799.125000 Penalty: 3074.122803
	Iteration 28Q: 3 clusters Score -1563799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1563800.375000 Penalty: 3074.122803
	Iteration 29Q: 3 clusters Score -1563800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1563803.875000 Penalty: 3074.122803
	Iteration 30Q: 3 clusters Score -1563804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1563804.125000 Penalty: 3074.122803
	Iteration 31Q: 3 clusters Score -1563804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1563805.500000 Penalty: 3074.122803
	Iteration 32Q: 3 clusters Score -1563806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1563806.875000 Penalty: 3074.122803
	Iteration 33Q: 3 clusters Score -1563807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1563806.375000 Penalty: 3074.122803
	Iteration 34Q: 3 clusters Score -1563806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1563804.375000 Penalty: 3074.122803
	Iteration 35Q: 3 clusters Score -1563804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1563805.750000 Penalty: 3074.122803
	Iteration 36Q: 3 clusters Score -1563806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1563807.000000 Penalty: 3074.122803
	Iteration 37Q: 3 clusters Score -1563807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1563804.625000 Penalty: 3074.122803
	Iteration 38Q: 3 clusters Score -1563805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1563801.625000 Penalty: 3074.122803
	Iteration 39Q: 3 clusters Score -1563802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1563804.250000 Penalty: 3074.122803
	Iteration 40F: 3 clusters Score -1563804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1563804.625000 Penalty: 3074.122803
	Iteration 41Q: 3 clusters Score -1563805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1563807.250000 Penalty: 3074.122803
	Iteration 42Q: 3 clusters Score -1563807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1563808.125000 Penalty: 3074.122803
	Iteration 43Q: 3 clusters Score -1563808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1563808.125000 Penalty: 3074.122803
	Iteration 44Q: 3 clusters Score -1563808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1563808.125000 Penalty: 3074.122803
	Iteration 45F: 3 clusters Score -1563808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -715842.312500 Penalty: 1402.169312
	Iteration 0F: 2 clusters Score -715842.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -711511.875000 Penalty: 2804.338623
	Iteration 0F: 3 clusters Score -711511.9 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -712698.687500 Penalty: 2804.338623
	Iteration 1F: 3 clusters Score -712698.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -712865.250000 Penalty: 2804.338623
	Iteration 2F: 3 clusters Score -712865.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -712973.562500 Penalty: 2804.338623
	Iteration 3Q: 3 clusters Score -712973.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -713049.875000 Penalty: 2804.338623
	Iteration 4Q: 3 clusters Score -713049.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -713098.562500 Penalty: 2804.338623
	Iteration 5Q: 3 clusters Score -713098.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -713140.875000 Penalty: 2804.338623
	Iteration 6Q: 3 clusters Score -713140.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -713177.375000 Penalty: 2804.338623
	Iteration 7Q: 3 clusters Score -713177.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -713217.687500 Penalty: 2804.338623
	Iteration 8Q: 3 clusters Score -713217.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -713262.625000 Penalty: 2804.338623
	Iteration 9Q: 3 clusters Score -713262.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -713315.812500 Penalty: 2804.338623
	Iteration 10Q: 3 clusters Score -713315.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -713389.250000 Penalty: 2804.338623
	Iteration 11Q: 3 clusters Score -713389.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -713474.750000 Penalty: 2804.338623
	Iteration 12Q: 3 clusters Score -713474.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -713601.125000 Penalty: 2804.338623
	Iteration 13Q: 3 clusters Score -713601.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -713760.687500 Penalty: 2804.338623
	Iteration 14Q: 3 clusters Score -713760.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -713956.437500 Penalty: 2804.338623
	Iteration 15Q: 3 clusters Score -713956.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -714151.000000 Penalty: 2804.338623
	Iteration 16Q: 3 clusters Score -714151 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -714354.500000 Penalty: 2804.338623
	Iteration 17Q: 3 clusters Score -714354.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -714594.687500 Penalty: 2804.338623
	Iteration 18Q: 3 clusters Score -714594.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -714851.562500 Penalty: 2804.338623
	Iteration 19Q: 3 clusters Score -714851.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -715065.500000 Penalty: 2804.338623
	Iteration 20F: 3 clusters Score -715065.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -715211.125000 Penalty: 2804.338623
	Iteration 21Q: 3 clusters Score -715211.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -715299.312500 Penalty: 2804.338623
	Iteration 22Q: 3 clusters Score -715299.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -715340.187500 Penalty: 2804.338623
	Iteration 23Q: 3 clusters Score -715340.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -715361.062500 Penalty: 2804.338623
	Iteration 24Q: 3 clusters Score -715361.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -715375.625000 Penalty: 2804.338623
	Iteration 25Q: 3 clusters Score -715375.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -715388.687500 Penalty: 2804.338623
	Iteration 26Q: 3 clusters Score -715388.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -715395.875000 Penalty: 2804.338623
	Iteration 27Q: 3 clusters Score -715395.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -715403.062500 Penalty: 2804.338623
	Iteration 28Q: 3 clusters Score -715403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -715406.000000 Penalty: 2804.338623
	Iteration 29Q: 3 clusters Score -715406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -715407.937500 Penalty: 2804.338623
	Iteration 30Q: 3 clusters Score -715407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -715410.625000 Penalty: 2804.338623
	Iteration 31Q: 3 clusters Score -715410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -715411.562500 Penalty: 2804.338623
	Iteration 32Q: 3 clusters Score -715411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -715410.437500 Penalty: 2804.338623
	Iteration 33Q: 3 clusters Score -715410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -715410.750000 Penalty: 2804.338623
	Iteration 34Q: 3 clusters Score -715410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -715411.250000 Penalty: 2804.338623
	Iteration 35Q: 3 clusters Score -715411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -715411.562500 Penalty: 2804.338623
	Iteration 36Q: 3 clusters Score -715411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -715412.312500 Penalty: 2804.338623
	Iteration 37Q: 3 clusters Score -715412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -715412.562500 Penalty: 2804.338623
	Iteration 38Q: 3 clusters Score -715412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -715413.937500 Penalty: 2804.338623
	Iteration 39Q: 3 clusters Score -715413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -715414.250000 Penalty: 2804.338623
	Iteration 40F: 3 clusters Score -715414.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Entering Unmasked Estep 
Score: -7247731.500000 Penalty: 1777.431763
	Iteration 0F: 2 clusters Score -7247732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -7211867.000000 Penalty: 3554.863525
	Iteration 0F: 3 clusters Score -7211867 nChanged 26309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -7226827.000000 Penalty: 3554.863525
	Iteration 1F: 3 clusters Score -7226827 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -7227301.500000 Penalty: 3554.863525
	Iteration 2Q: 3 clusters Score -7227302 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -7227900.500000 Penalty: 3554.863525
	Iteration 3Q: 3 clusters Score -7227900 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -7228620.500000 Penalty: 3554.863525
	Iteration 4Q: 3 clusters Score -7228620 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -7229761.500000 Penalty: 3554.863525
	Iteration 5Q: 3 clusters Score -7229762 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -7231637.000000 Penalty: 3554.863525
	Iteration 6F: 3 clusters Score -7231637 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -7234436.500000 Penalty: 3554.863525
	Iteration 7F: 3 clusters Score -7234436 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -7237684.500000 Penalty: 3554.863525
	Iteration 8F: 3 clusters Score -7237684 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -7240740.500000 Penalty: 3554.863525
	Iteration 9F: 3 clusters Score -7240740 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -7243089.000000 Penalty: 3554.863525
	Iteration 10Q: 3 clusters Score -7243089 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -7244469.000000 Penalty: 3554.863525
	Iteration 11Q: 3 clusters Score -7244469 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -7245208.000000 Penalty: 3554.863525
	Iteration 12Q: 3 clusters Score -7245208 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -7245581.500000 Penalty: 3554.863525
	Iteration 13Q: 3 clusters Score -7245582 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -7245775.500000 Penalty: 3554.863525
	Iteration 14Q: 3 clusters Score -7245776 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -7245906.500000 Penalty: 3554.863525
	Iteration 15Q: 3 clusters Score -7245906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -7246009.500000 Penalty: 3554.863525
	Iteration 16Q: 3 clusters Score -7246010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -7246064.500000 Penalty: 3554.863525
	Iteration 17Q: 3 clusters Score -7246064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -7246077.500000 Penalty: 3554.863525
	Iteration 18Q: 3 clusters Score -7246078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -7246095.000000 Penalty: 3554.863525
	Iteration 19Q: 3 clusters Score -7246095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -7246104.500000 Penalty: 3554.863525
	Iteration 20F: 3 clusters Score -7246104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7246116.000000 Penalty: 3554.863525
	Iteration 21Q: 3 clusters Score -7246116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -7246120.000000 Penalty: 3554.863525
	Iteration 22Q: 3 clusters Score -7246120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -7246126.500000 Penalty: 3554.863525
	Iteration 23Q: 3 clusters Score -7246126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -7246127.000000 Penalty: 3554.863525
	Iteration 24Q: 3 clusters Score -7246127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -7246134.000000 Penalty: 3554.863525
	Iteration 25Q: 3 clusters Score -7246134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -7246140.000000 Penalty: 3554.863525
	Iteration 26Q: 3 clusters Score -7246140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -7246145.500000 Penalty: 3554.863525
	Iteration 27Q: 3 clusters Score -7246146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -7246148.000000 Penalty: 3554.863525
	Iteration 28Q: 3 clusters Score -7246148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -7246148.500000 Penalty: 3554.863525
	Iteration 29Q: 3 clusters Score -7246148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -7246153.500000 Penalty: 3554.863525
	Iteration 30Q: 3 clusters Score -7246154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -7246157.500000 Penalty: 3554.863525
	Iteration 31Q: 3 clusters Score -7246158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -7246160.500000 Penalty: 3554.863525
	Iteration 32Q: 3 clusters Score -7246160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -7246162.500000 Penalty: 3554.863525
	Iteration 33Q: 3 clusters Score -7246162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -7246165.000000 Penalty: 3554.863525
	Iteration 34Q: 3 clusters Score -7246165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -7246165.000000 Penalty: 3554.863525
	Iteration 35F: 3 clusters Score -7246165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Entering Unmasked Estep 
Score: -8864936.000000 Penalty: 1810.830322
	Iteration 0F: 2 clusters Score -8864936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -8820682.000000 Penalty: 3621.660645
	Iteration 0F: 3 clusters Score -8820682 nChanged 32812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -8840017.000000 Penalty: 3621.660645
	Iteration 1F: 3 clusters Score -8840017 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -8841102.000000 Penalty: 3621.660645
	Iteration 2Q: 3 clusters Score -8841102 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -8842837.000000 Penalty: 3621.660645
	Iteration 3Q: 3 clusters Score -8842837 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -8845070.000000 Penalty: 3621.660645
	Iteration 4F: 3 clusters Score -8845070 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -8847988.000000 Penalty: 3621.660645
	Iteration 5F: 3 clusters Score -8847988 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -8851500.000000 Penalty: 3621.660645
	Iteration 6F: 3 clusters Score -8851500 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -8854688.000000 Penalty: 3621.660645
	Iteration 7F: 3 clusters Score -8854688 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -8856811.000000 Penalty: 3621.660645
	Iteration 8F: 3 clusters Score -8856811 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -8857874.000000 Penalty: 3621.660645
	Iteration 9Q: 3 clusters Score -8857874 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -8858430.000000 Penalty: 3621.660645
	Iteration 10Q: 3 clusters Score -8858430 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -8858877.000000 Penalty: 3621.660645
	Iteration 11Q: 3 clusters Score -8858877 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -8859236.000000 Penalty: 3621.660645
	Iteration 12Q: 3 clusters Score -8859236 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -8859611.000000 Penalty: 3621.660645
	Iteration 13Q: 3 clusters Score -8859611 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -8860000.000000 Penalty: 3621.660645
	Iteration 14Q: 3 clusters Score -8860000 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -8860343.000000 Penalty: 3621.660645
	Iteration 15Q: 3 clusters Score -8860343 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -8860718.000000 Penalty: 3621.660645
	Iteration 16Q: 3 clusters Score -8860718 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -8861019.000000 Penalty: 3621.660645
	Iteration 17Q: 3 clusters Score -8861019 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -8861306.000000 Penalty: 3621.660645
	Iteration 18Q: 3 clusters Score -8861306 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -8861541.000000 Penalty: 3621.660645
	Iteration 19Q: 3 clusters Score -8861541 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -8861765.000000 Penalty: 3621.660645
	Iteration 20F: 3 clusters Score -8861765 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -8862008.000000 Penalty: 3621.660645
	Iteration 21Q: 3 clusters Score -8862008 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -8862212.000000 Penalty: 3621.660645
	Iteration 22Q: 3 clusters Score -8862212 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -8862429.000000 Penalty: 3621.660645
	Iteration 23Q: 3 clusters Score -8862429 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -8862556.000000 Penalty: 3621.660645
	Iteration 24Q: 3 clusters Score -8862556 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -8862705.000000 Penalty: 3621.660645
	Iteration 25Q: 3 clusters Score -8862705 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -8862862.000000 Penalty: 3621.660645
	Iteration 26Q: 3 clusters Score -8862862 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -8863008.000000 Penalty: 3621.660645
	Iteration 27Q: 3 clusters Score -8863008 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -8863117.000000 Penalty: 3621.660645
	Iteration 28Q: 3 clusters Score -8863117 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -8863223.000000 Penalty: 3621.660645
	Iteration 29Q: 3 clusters Score -8863223 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -8863337.000000 Penalty: 3621.660645
	Iteration 30Q: 3 clusters Score -8863337 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -8863435.000000 Penalty: 3621.660645
	Iteration 31Q: 3 clusters Score -8863435 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -8863513.000000 Penalty: 3621.660645
	Iteration 32Q: 3 clusters Score -8863513 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -8863566.000000 Penalty: 3621.660645
	Iteration 33Q: 3 clusters Score -8863566 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -8863617.000000 Penalty: 3621.660645
	Iteration 34Q: 3 clusters Score -8863617 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -8863645.000000 Penalty: 3621.660645
	Iteration 35Q: 3 clusters Score -8863645 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -8863706.000000 Penalty: 3621.660645
	Iteration 36Q: 3 clusters Score -8863706 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -8863739.000000 Penalty: 3621.660645
	Iteration 37Q: 3 clusters Score -8863739 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -8863827.000000 Penalty: 3621.660645
	Iteration 38Q: 3 clusters Score -8863827 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -8863881.000000 Penalty: 3621.660645
	Iteration 39Q: 3 clusters Score -8863881 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -8863922.000000 Penalty: 3621.660645
	Iteration 40F: 3 clusters Score -8863922 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -8863972.000000 Penalty: 3621.660645
	Iteration 41Q: 3 clusters Score -8863972 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -8864002.000000 Penalty: 3621.660645
	Iteration 42Q: 3 clusters Score -8864002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -8864049.000000 Penalty: 3621.660645
	Iteration 43Q: 3 clusters Score -8864049 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -8864085.000000 Penalty: 3621.660645
	Iteration 44Q: 3 clusters Score -8864085 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -8864112.000000 Penalty: 3621.660645
	Iteration 45Q: 3 clusters Score -8864112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -8864158.000000 Penalty: 3621.660645
	Iteration 46Q: 3 clusters Score -8864158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -8864193.000000 Penalty: 3621.660645
	Iteration 47Q: 3 clusters Score -8864193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -8864221.000000 Penalty: 3621.660645
	Iteration 48Q: 3 clusters Score -8864221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -8864241.000000 Penalty: 3621.660645
	Iteration 49Q: 3 clusters Score -8864241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -8864246.000000 Penalty: 3621.660645
	Iteration 50Q: 3 clusters Score -8864246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -8864266.000000 Penalty: 3621.660645
	Iteration 51Q: 3 clusters Score -8864266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -8864259.000000 Penalty: 3621.660645
	Iteration 52Q: 3 clusters Score -8864259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -8864267.000000 Penalty: 3621.660645
	Iteration 53Q: 3 clusters Score -8864267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 66302 members 
Entering Unmasked Estep 
Score: -8864277.000000 Penalty: 3621.660645
	Iteration 54Q: 3 clusters Score -8864277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -8864279.000000 Penalty: 3621.660645
	Iteration 55Q: 3 clusters Score -8864279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -8864280.000000 Penalty: 3621.660645
	Iteration 56Q: 3 clusters Score -8864280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 66366 members 
Entering Unmasked Estep 
Score: -8864281.000000 Penalty: 3621.660645
	Iteration 57Q: 3 clusters Score -8864281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -8864293.000000 Penalty: 3621.660645
	Iteration 58Q: 3 clusters Score -8864293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -8864292.000000 Penalty: 3621.660645
	Iteration 59Q: 3 clusters Score -8864292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -8864297.000000 Penalty: 3621.660645
	Iteration 60F: 3 clusters Score -8864297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -8864301.000000 Penalty: 3621.660645
	Iteration 61Q: 3 clusters Score -8864301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -8864300.000000 Penalty: 3621.660645
	Iteration 62Q: 3 clusters Score -8864300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -8864306.000000 Penalty: 3621.660645
	Iteration 63Q: 3 clusters Score -8864306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -8864305.000000 Penalty: 3621.660645
	Iteration 64Q: 3 clusters Score -8864305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -8864301.000000 Penalty: 3621.660645
	Iteration 65Q: 3 clusters Score -8864301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -8864309.000000 Penalty: 3621.660645
	Iteration 66Q: 3 clusters Score -8864309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -8864307.000000 Penalty: 3621.660645
	Iteration 67Q: 3 clusters Score -8864307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -8864316.000000 Penalty: 3621.660645
	Iteration 68Q: 3 clusters Score -8864316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -8864324.000000 Penalty: 3621.660645
	Iteration 69Q: 3 clusters Score -8864324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -8864320.000000 Penalty: 3621.660645
	Iteration 70Q: 3 clusters Score -8864320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -8864312.000000 Penalty: 3621.660645
	Iteration 71Q: 3 clusters Score -8864312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -8864324.000000 Penalty: 3621.660645
	Iteration 72Q: 3 clusters Score -8864324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -8864321.000000 Penalty: 3621.660645
	Iteration 73Q: 3 clusters Score -8864321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -8864325.000000 Penalty: 3621.660645
	Iteration 74Q: 3 clusters Score -8864325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -8864326.000000 Penalty: 3621.660645
	Iteration 75Q: 3 clusters Score -8864326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -8864322.000000 Penalty: 3621.660645
	Iteration 76Q: 3 clusters Score -8864322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -8864322.000000 Penalty: 3621.660645
	Iteration 77F: 3 clusters Score -8864322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Entering Unmasked Estep 
Score: -9977553.000000 Penalty: 1830.860352
	Iteration 0F: 2 clusters Score -9977553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -9925461.000000 Penalty: 3661.720703
	Iteration 0F: 3 clusters Score -9925461 nChanged 37443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -9947566.000000 Penalty: 3661.720703
	Iteration 1F: 3 clusters Score -9947566 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -9948657.000000 Penalty: 3661.720703
	Iteration 2Q: 3 clusters Score -9948657 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -9950407.000000 Penalty: 3661.720703
	Iteration 3Q: 3 clusters Score -9950407 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -9953137.000000 Penalty: 3661.720703
	Iteration 4F: 3 clusters Score -9953137 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -9957357.000000 Penalty: 3661.720703
	Iteration 5F: 3 clusters Score -9957357 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -9962990.000000 Penalty: 3661.720703
	Iteration 6F: 3 clusters Score -9962990 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -9968758.000000 Penalty: 3661.720703
	Iteration 7F: 3 clusters Score -9968758 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -9972816.000000 Penalty: 3661.720703
	Iteration 8F: 3 clusters Score -9972816 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9974766.000000 Penalty: 3661.720703
	Iteration 9Q: 3 clusters Score -9974766 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9975505.000000 Penalty: 3661.720703
	Iteration 10Q: 3 clusters Score -9975505 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9975748.000000 Penalty: 3661.720703
	Iteration 11Q: 3 clusters Score -9975748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9975837.000000 Penalty: 3661.720703
	Iteration 12Q: 3 clusters Score -9975837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9975874.000000 Penalty: 3661.720703
	Iteration 13Q: 3 clusters Score -9975874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9975894.000000 Penalty: 3661.720703
	Iteration 14Q: 3 clusters Score -9975894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9975903.000000 Penalty: 3661.720703
	Iteration 15Q: 3 clusters Score -9975903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9975912.000000 Penalty: 3661.720703
	Iteration 16Q: 3 clusters Score -9975912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9975907.000000 Penalty: 3661.720703
	Iteration 17Q: 3 clusters Score -9975907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9975915.000000 Penalty: 3661.720703
	Iteration 18Q: 3 clusters Score -9975915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9975924.000000 Penalty: 3661.720703
	Iteration 19Q: 3 clusters Score -9975924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9975922.000000 Penalty: 3661.720703
	Iteration 20F: 3 clusters Score -9975922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77990 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9975921.000000 Penalty: 3661.720703
	Iteration 21Q: 3 clusters Score -9975921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9975919.000000 Penalty: 3661.720703
	Iteration 22Q: 3 clusters Score -9975919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9975920.000000 Penalty: 3661.720703
	Iteration 23Q: 3 clusters Score -9975920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9975936.000000 Penalty: 3661.720703
	Iteration 24Q: 3 clusters Score -9975936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9975941.000000 Penalty: 3661.720703
	Iteration 25Q: 3 clusters Score -9975941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9975939.000000 Penalty: 3661.720703
	Iteration 26Q: 3 clusters Score -9975939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9975937.000000 Penalty: 3661.720703
	Iteration 27Q: 3 clusters Score -9975937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9975933.000000 Penalty: 3661.720703
	Iteration 28Q: 3 clusters Score -9975933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9975933.000000 Penalty: 3661.720703
	Iteration 29Q: 3 clusters Score -9975933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9975933.000000 Penalty: 3661.720703
	Iteration 30F: 3 clusters Score -9975933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -14265.923828 Penalty: 841.124329
	Iteration 0F: 2 clusters Score -14265.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13665.022461 Penalty: 1682.248657
	Iteration 0F: 3 clusters Score -13665.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13796.598633 Penalty: 1682.248657
	Iteration 1F: 3 clusters Score -13796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13806.994141 Penalty: 1682.248657
	Iteration 2Q: 3 clusters Score -13806.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13825.798828 Penalty: 1682.248657
	Iteration 3Q: 3 clusters Score -13825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13834.445312 Penalty: 1682.248657
	Iteration 4Q: 3 clusters Score -13834.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13838.304688 Penalty: 1682.248657
	Iteration 5Q: 3 clusters Score -13838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13838.304688 Penalty: 1682.248657
	Iteration 6F: 3 clusters Score -13838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -633303.812500 Penalty: 1383.913818
	Iteration 0F: 2 clusters Score -633303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -629336.000000 Penalty: 2767.827637
	Iteration 0F: 3 clusters Score -629336 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -630444.750000 Penalty: 2767.827637
	Iteration 1F: 3 clusters Score -630444.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -630624.937500 Penalty: 2767.827637
	Iteration 2F: 3 clusters Score -630624.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -630728.937500 Penalty: 2767.827637
	Iteration 3Q: 3 clusters Score -630728.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -630821.750000 Penalty: 2767.827637
	Iteration 4Q: 3 clusters Score -630821.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -630916.375000 Penalty: 2767.827637
	Iteration 5Q: 3 clusters Score -630916.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -631007.375000 Penalty: 2767.827637
	Iteration 6Q: 3 clusters Score -631007.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -631112.687500 Penalty: 2767.827637
	Iteration 7Q: 3 clusters Score -631112.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -631229.250000 Penalty: 2767.827637
	Iteration 8Q: 3 clusters Score -631229.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -631339.375000 Penalty: 2767.827637
	Iteration 9Q: 3 clusters Score -631339.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -631436.625000 Penalty: 2767.827637
	Iteration 10Q: 3 clusters Score -631436.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -631524.250000 Penalty: 2767.827637
	Iteration 11Q: 3 clusters Score -631524.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -631610.875000 Penalty: 2767.827637
	Iteration 12Q: 3 clusters Score -631610.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -631676.437500 Penalty: 2767.827637
	Iteration 13Q: 3 clusters Score -631676.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -631733.500000 Penalty: 2767.827637
	Iteration 14Q: 3 clusters Score -631733.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -631784.062500 Penalty: 2767.827637
	Iteration 15Q: 3 clusters Score -631784.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -631829.562500 Penalty: 2767.827637
	Iteration 16Q: 3 clusters Score -631829.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -631857.562500 Penalty: 2767.827637
	Iteration 17Q: 3 clusters Score -631857.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -631890.812500 Penalty: 2767.827637
	Iteration 18Q: 3 clusters Score -631890.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -631915.000000 Penalty: 2767.827637
	Iteration 19Q: 3 clusters Score -631915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -631943.125000 Penalty: 2767.827637
	Iteration 20F: 3 clusters Score -631943.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -631972.500000 Penalty: 2767.827637
	Iteration 21Q: 3 clusters Score -631972.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -631993.000000 Penalty: 2767.827637
	Iteration 22Q: 3 clusters Score -631993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -632008.750000 Penalty: 2767.827637
	Iteration 23Q: 3 clusters Score -632008.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -632023.000000 Penalty: 2767.827637
	Iteration 24Q: 3 clusters Score -632023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -632035.500000 Penalty: 2767.827637
	Iteration 25Q: 3 clusters Score -632035.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -632048.500000 Penalty: 2767.827637
	Iteration 26Q: 3 clusters Score -632048.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -632055.875000 Penalty: 2767.827637
	Iteration 27Q: 3 clusters Score -632055.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -632063.312500 Penalty: 2767.827637
	Iteration 28Q: 3 clusters Score -632063.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -632071.250000 Penalty: 2767.827637
	Iteration 29Q: 3 clusters Score -632071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -632074.125000 Penalty: 2767.827637
	Iteration 30Q: 3 clusters Score -632074.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -632080.187500 Penalty: 2767.827637
	Iteration 31Q: 3 clusters Score -632080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -632090.062500 Penalty: 2767.827637
	Iteration 32Q: 3 clusters Score -632090.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -632098.687500 Penalty: 2767.827637
	Iteration 33Q: 3 clusters Score -632098.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -632105.562500 Penalty: 2767.827637
	Iteration 34Q: 3 clusters Score -632105.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -632110.500000 Penalty: 2767.827637
	Iteration 35Q: 3 clusters Score -632110.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -632121.000000 Penalty: 2767.827637
	Iteration 36Q: 3 clusters Score -632121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -632129.500000 Penalty: 2767.827637
	Iteration 37Q: 3 clusters Score -632129.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -632136.437500 Penalty: 2767.827637
	Iteration 38Q: 3 clusters Score -632136.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -632145.312500 Penalty: 2767.827637
	Iteration 39Q: 3 clusters Score -632145.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -632154.812500 Penalty: 2767.827637
	Iteration 40F: 3 clusters Score -632154.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -632160.437500 Penalty: 2767.827637
	Iteration 41Q: 3 clusters Score -632160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -632160.625000 Penalty: 2767.827637
	Iteration 42Q: 3 clusters Score -632160.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -632163.000000 Penalty: 2767.827637
	Iteration 43Q: 3 clusters Score -632163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -632167.375000 Penalty: 2767.827637
	Iteration 44Q: 3 clusters Score -632167.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -632173.687500 Penalty: 2767.827637
	Iteration 45Q: 3 clusters Score -632173.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -632182.312500 Penalty: 2767.827637
	Iteration 46Q: 3 clusters Score -632182.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -632190.875000 Penalty: 2767.827637
	Iteration 47Q: 3 clusters Score -632190.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -632201.312500 Penalty: 2767.827637
	Iteration 48Q: 3 clusters Score -632201.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -632228.562500 Penalty: 2767.827637
	Iteration 49Q: 3 clusters Score -632228.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -632255.000000 Penalty: 2767.827637
	Iteration 50Q: 3 clusters Score -632255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -632265.500000 Penalty: 2767.827637
	Iteration 51Q: 3 clusters Score -632265.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -632274.187500 Penalty: 2767.827637
	Iteration 52Q: 3 clusters Score -632274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -632277.125000 Penalty: 2767.827637
	Iteration 53Q: 3 clusters Score -632277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -632280.312500 Penalty: 2767.827637
	Iteration 54Q: 3 clusters Score -632280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -632281.562500 Penalty: 2767.827637
	Iteration 55Q: 3 clusters Score -632281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -632284.687500 Penalty: 2767.827637
	Iteration 56Q: 3 clusters Score -632284.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -632287.125000 Penalty: 2767.827637
	Iteration 57Q: 3 clusters Score -632287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -632289.062500 Penalty: 2767.827637
	Iteration 58Q: 3 clusters Score -632289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -632290.500000 Penalty: 2767.827637
	Iteration 59Q: 3 clusters Score -632290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -632291.750000 Penalty: 2767.827637
	Iteration 60F: 3 clusters Score -632291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -632292.187500 Penalty: 2767.827637
	Iteration 61Q: 3 clusters Score -632292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -632294.125000 Penalty: 2767.827637
	Iteration 62Q: 3 clusters Score -632294.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -632294.187500 Penalty: 2767.827637
	Iteration 63Q: 3 clusters Score -632294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -632295.312500 Penalty: 2767.827637
	Iteration 64Q: 3 clusters Score -632295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -632298.000000 Penalty: 2767.827637
	Iteration 65Q: 3 clusters Score -632298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -632299.625000 Penalty: 2767.827637
	Iteration 66Q: 3 clusters Score -632299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -632299.375000 Penalty: 2767.827637
	Iteration 67Q: 3 clusters Score -632299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -632299.625000 Penalty: 2767.827637
	Iteration 68Q: 3 clusters Score -632299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -632300.812500 Penalty: 2767.827637
	Iteration 69Q: 3 clusters Score -632300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -632301.375000 Penalty: 2767.827637
	Iteration 70Q: 3 clusters Score -632301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -632301.687500 Penalty: 2767.827637
	Iteration 71Q: 3 clusters Score -632301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -632302.437500 Penalty: 2767.827637
	Iteration 72Q: 3 clusters Score -632302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -632302.812500 Penalty: 2767.827637
	Iteration 73Q: 3 clusters Score -632302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -632302.187500 Penalty: 2767.827637
	Iteration 74Q: 3 clusters Score -632302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -632302.187500 Penalty: 2767.827637
	Iteration 75F: 3 clusters Score -632302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Entering Unmasked Estep 
Score: -10630485.000000 Penalty: 1840.659912
	Iteration 0F: 2 clusters Score -1.063048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -10580440.000000 Penalty: 3681.319824
	Iteration 0F: 3 clusters Score -1.058044e+07 nChanged 39468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -10603304.000000 Penalty: 3681.319824
	Iteration 1F: 3 clusters Score -1.06033e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -10603979.000000 Penalty: 3681.319824
	Iteration 2Q: 3 clusters Score -1.060398e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -10604843.000000 Penalty: 3681.319824
	Iteration 3Q: 3 clusters Score -1.060484e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -10606264.000000 Penalty: 3681.319824
	Iteration 4Q: 3 clusters Score -1.060626e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -10608516.000000 Penalty: 3681.319824
	Iteration 5F: 3 clusters Score -1.060852e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -10612003.000000 Penalty: 3681.319824
	Iteration 6F: 3 clusters Score -1.0612e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -10616687.000000 Penalty: 3681.319824
	Iteration 7F: 3 clusters Score -1.061669e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -10622295.000000 Penalty: 3681.319824
	Iteration 8F: 3 clusters Score -1.06223e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -10625938.000000 Penalty: 3681.319824
	Iteration 9F: 3 clusters Score -1.062594e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -10627412.000000 Penalty: 3681.319824
	Iteration 10Q: 3 clusters Score -1.062741e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -10628124.000000 Penalty: 3681.319824
	Iteration 11Q: 3 clusters Score -1.062812e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -10628513.000000 Penalty: 3681.319824
	Iteration 12Q: 3 clusters Score -1.062851e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -10628678.000000 Penalty: 3681.319824
	Iteration 13Q: 3 clusters Score -1.062868e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -10628761.000000 Penalty: 3681.319824
	Iteration 14Q: 3 clusters Score -1.062876e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -10628827.000000 Penalty: 3681.319824
	Iteration 15Q: 3 clusters Score -1.062883e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -10628852.000000 Penalty: 3681.319824
	Iteration 16Q: 3 clusters Score -1.062885e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 82750 members 
Entering Unmasked Estep 
Score: -10628908.000000 Penalty: 3681.319824
	Iteration 17Q: 3 clusters Score -1.062891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -10628931.000000 Penalty: 3681.319824
	Iteration 18Q: 3 clusters Score -1.062893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -10628945.000000 Penalty: 3681.319824
	Iteration 19Q: 3 clusters Score -1.062894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -10628942.000000 Penalty: 3681.319824
	Iteration 20F: 3 clusters Score -1.062894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -10628946.000000 Penalty: 3681.319824
	Iteration 21Q: 3 clusters Score -1.062895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -10628946.000000 Penalty: 3681.319824
	Iteration 22F: 3 clusters Score -1.062895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -166866.671875 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -166866.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165179.359375 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -165179.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -165707.609375 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -165707.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -165976.734375 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -165976.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -166161.984375 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -166162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166334.203125 Penalty: 2368.457031
	Iteration 4F: 3 clusters Score -166334.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -166492.937500 Penalty: 2368.457031
	Iteration 5F: 3 clusters Score -166492.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -166618.953125 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -166619 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -166751.093750 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -166751.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -166885.250000 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -166885.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166970.531250 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -166970.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -167070.531250 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -167070.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -167125.671875 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -167125.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -167152.406250 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -167152.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -167174.062500 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -167174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -167211.281250 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -167211.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -167230.875000 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -167230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -167237.703125 Penalty: 2368.457031
	Iteration 16Q: 3 clusters Score -167237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -167240.218750 Penalty: 2368.457031
	Iteration 17Q: 3 clusters Score -167240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -167242.015625 Penalty: 2368.457031
	Iteration 18Q: 3 clusters Score -167242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -167242.687500 Penalty: 2368.457031
	Iteration 19Q: 3 clusters Score -167242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -167244.921875 Penalty: 2368.457031
	Iteration 20F: 3 clusters Score -167244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -167245.921875 Penalty: 2368.457031
	Iteration 21Q: 3 clusters Score -167245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -167246.609375 Penalty: 2368.457031
	Iteration 22Q: 3 clusters Score -167246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -167246.609375 Penalty: 2368.457031
	Iteration 23F: 3 clusters Score -167246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 5590 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 56277 members 
Mstep: Class 5 contains 69118 members 
Mstep: Class 6 contains 78185 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4996 members 
Mstep: Class 9 contains 83045 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 14 contains 37555 members 
Mstep: Class 15 contains 40844 members 
Mstep: Class 16 contains 49520 members 
Mstep: Class 19 contains 14628 members 
Mstep: Class 21 contains 71708 members 
Entering Unmasked Estep 
Score: -65806108.000000 Penalty: 32109.041016
Splitting cluster 11 changes total score from -65806556.000000 to -65806108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (37555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Entering Unmasked Estep 
Score: -4766562.000000 Penalty: 1711.703735
	Iteration 0F: 2 clusters Score -4766562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4741413.000000 Penalty: 3423.407471
	Iteration 0F: 3 clusters Score -4741413 nChanged 17381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4751334.000000 Penalty: 3423.407471
	Iteration 1F: 3 clusters Score -4751334 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4751828.500000 Penalty: 3423.407471
	Iteration 2Q: 3 clusters Score -4751828 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4752388.500000 Penalty: 3423.407471
	Iteration 3Q: 3 clusters Score -4752388 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4753121.500000 Penalty: 3423.407471
	Iteration 4Q: 3 clusters Score -4753122 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4754096.000000 Penalty: 3423.407471
	Iteration 5Q: 3 clusters Score -4754096 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -4755306.500000 Penalty: 3423.407471
	Iteration 6F: 3 clusters Score -4755306 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -4756818.500000 Penalty: 3423.407471
	Iteration 7F: 3 clusters Score -4756818 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -4758361.000000 Penalty: 3423.407471
	Iteration 8F: 3 clusters Score -4758361 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4759755.000000 Penalty: 3423.407471
	Iteration 9Q: 3 clusters Score -4759755 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4760849.500000 Penalty: 3423.407471
	Iteration 10Q: 3 clusters Score -4760850 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4761743.500000 Penalty: 3423.407471
	Iteration 11Q: 3 clusters Score -4761744 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4762423.500000 Penalty: 3423.407471
	Iteration 12Q: 3 clusters Score -4762424 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4763019.500000 Penalty: 3423.407471
	Iteration 13Q: 3 clusters Score -4763020 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4763502.500000 Penalty: 3423.407471
	Iteration 14Q: 3 clusters Score -4763502 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -4763929.000000 Penalty: 3423.407471
	Iteration 15Q: 3 clusters Score -4763929 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -4764250.500000 Penalty: 3423.407471
	Iteration 16Q: 3 clusters Score -4764250 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -4764489.000000 Penalty: 3423.407471
	Iteration 17Q: 3 clusters Score -4764489 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4764664.000000 Penalty: 3423.407471
	Iteration 18Q: 3 clusters Score -4764664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4764806.000000 Penalty: 3423.407471
	Iteration 19Q: 3 clusters Score -4764806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -4764892.000000 Penalty: 3423.407471
	Iteration 20F: 3 clusters Score -4764892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -4764947.000000 Penalty: 3423.407471
	Iteration 21Q: 3 clusters Score -4764947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4764976.500000 Penalty: 3423.407471
	Iteration 22Q: 3 clusters Score -4764976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -4764999.000000 Penalty: 3423.407471
	Iteration 23Q: 3 clusters Score -4764999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4765013.000000 Penalty: 3423.407471
	Iteration 24Q: 3 clusters Score -4765013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4765036.000000 Penalty: 3423.407471
	Iteration 25Q: 3 clusters Score -4765036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -4765045.500000 Penalty: 3423.407471
	Iteration 26Q: 3 clusters Score -4765046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4765056.000000 Penalty: 3423.407471
	Iteration 27Q: 3 clusters Score -4765056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4765060.500000 Penalty: 3423.407471
	Iteration 28Q: 3 clusters Score -4765060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4765061.000000 Penalty: 3423.407471
	Iteration 29Q: 3 clusters Score -4765061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4765070.000000 Penalty: 3423.407471
	Iteration 30Q: 3 clusters Score -4765070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4765075.500000 Penalty: 3423.407471
	Iteration 31Q: 3 clusters Score -4765076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -4765082.500000 Penalty: 3423.407471
	Iteration 32Q: 3 clusters Score -4765082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4765089.000000 Penalty: 3423.407471
	Iteration 33Q: 3 clusters Score -4765089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4765091.500000 Penalty: 3423.407471
	Iteration 34Q: 3 clusters Score -4765092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4765094.000000 Penalty: 3423.407471
	Iteration 35Q: 3 clusters Score -4765094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4765094.000000 Penalty: 3423.407471
	Iteration 36F: 3 clusters Score -4765094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Entering Unmasked Estep 
Score: -5191816.500000 Penalty: 1725.346313
	Iteration 0F: 2 clusters Score -5191816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5164531.500000 Penalty: 3450.692627
	Iteration 0F: 3 clusters Score -5164532 nChanged 19098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -5175060.500000 Penalty: 3450.692627
	Iteration 1F: 3 clusters Score -5175060 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5175581.500000 Penalty: 3450.692627
	Iteration 2Q: 3 clusters Score -5175582 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -5176061.000000 Penalty: 3450.692627
	Iteration 3Q: 3 clusters Score -5176061 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5176542.000000 Penalty: 3450.692627
	Iteration 4Q: 3 clusters Score -5176542 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -5177071.500000 Penalty: 3450.692627
	Iteration 5Q: 3 clusters Score -5177072 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5177647.000000 Penalty: 3450.692627
	Iteration 6Q: 3 clusters Score -5177647 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5178358.500000 Penalty: 3450.692627
	Iteration 7Q: 3 clusters Score -5178358 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -5179352.500000 Penalty: 3450.692627
	Iteration 8Q: 3 clusters Score -5179352 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -5180831.500000 Penalty: 3450.692627
	Iteration 9F: 3 clusters Score -5180832 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -5182689.500000 Penalty: 3450.692627
	Iteration 10F: 3 clusters Score -5182690 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -5184312.500000 Penalty: 3450.692627
	Iteration 11F: 3 clusters Score -5184312 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5185199.000000 Penalty: 3450.692627
	Iteration 12Q: 3 clusters Score -5185199 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5185710.500000 Penalty: 3450.692627
	Iteration 13Q: 3 clusters Score -5185710 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5186012.000000 Penalty: 3450.692627
	Iteration 14Q: 3 clusters Score -5186012 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5186218.000000 Penalty: 3450.692627
	Iteration 15Q: 3 clusters Score -5186218 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -5186434.500000 Penalty: 3450.692627
	Iteration 16Q: 3 clusters Score -5186434 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -5186653.500000 Penalty: 3450.692627
	Iteration 17Q: 3 clusters Score -5186654 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -5186860.000000 Penalty: 3450.692627
	Iteration 18Q: 3 clusters Score -5186860 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -5187071.500000 Penalty: 3450.692627
	Iteration 19Q: 3 clusters Score -5187072 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -5187290.500000 Penalty: 3450.692627
	Iteration 20F: 3 clusters Score -5187290 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5187462.000000 Penalty: 3450.692627
	Iteration 21Q: 3 clusters Score -5187462 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -5187633.000000 Penalty: 3450.692627
	Iteration 22Q: 3 clusters Score -5187633 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -5187788.500000 Penalty: 3450.692627
	Iteration 23Q: 3 clusters Score -5187788 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -5187949.500000 Penalty: 3450.692627
	Iteration 24Q: 3 clusters Score -5187950 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -5188104.000000 Penalty: 3450.692627
	Iteration 25Q: 3 clusters Score -5188104 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -5188238.500000 Penalty: 3450.692627
	Iteration 26Q: 3 clusters Score -5188238 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -5188380.500000 Penalty: 3450.692627
	Iteration 27Q: 3 clusters Score -5188380 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5188542.500000 Penalty: 3450.692627
	Iteration 28Q: 3 clusters Score -5188542 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -5188684.000000 Penalty: 3450.692627
	Iteration 29Q: 3 clusters Score -5188684 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -5188838.500000 Penalty: 3450.692627
	Iteration 30Q: 3 clusters Score -5188838 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -5188961.500000 Penalty: 3450.692627
	Iteration 31Q: 3 clusters Score -5188962 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -5189092.000000 Penalty: 3450.692627
	Iteration 32Q: 3 clusters Score -5189092 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -5189217.000000 Penalty: 3450.692627
	Iteration 33Q: 3 clusters Score -5189217 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5189336.000000 Penalty: 3450.692627
	Iteration 34Q: 3 clusters Score -5189336 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5189423.000000 Penalty: 3450.692627
	Iteration 35Q: 3 clusters Score -5189423 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5189510.000000 Penalty: 3450.692627
	Iteration 36Q: 3 clusters Score -5189510 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -5189590.500000 Penalty: 3450.692627
	Iteration 37Q: 3 clusters Score -5189590 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5189675.000000 Penalty: 3450.692627
	Iteration 38Q: 3 clusters Score -5189675 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -5189763.500000 Penalty: 3450.692627
	Iteration 39Q: 3 clusters Score -5189764 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -5189849.000000 Penalty: 3450.692627
	Iteration 40F: 3 clusters Score -5189849 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -5189898.500000 Penalty: 3450.692627
	Iteration 41Q: 3 clusters Score -5189898 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -5189971.000000 Penalty: 3450.692627
	Iteration 42Q: 3 clusters Score -5189971 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -5190018.000000 Penalty: 3450.692627
	Iteration 43Q: 3 clusters Score -5190018 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -5190061.000000 Penalty: 3450.692627
	Iteration 44Q: 3 clusters Score -5190061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5190092.500000 Penalty: 3450.692627
	Iteration 45Q: 3 clusters Score -5190092 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5190117.000000 Penalty: 3450.692627
	Iteration 46Q: 3 clusters Score -5190117 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5190123.000000 Penalty: 3450.692627
	Iteration 47Q: 3 clusters Score -5190123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5190150.000000 Penalty: 3450.692627
	Iteration 48Q: 3 clusters Score -5190150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5190164.000000 Penalty: 3450.692627
	Iteration 49Q: 3 clusters Score -5190164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -5190183.000000 Penalty: 3450.692627
	Iteration 50Q: 3 clusters Score -5190183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5190204.500000 Penalty: 3450.692627
	Iteration 51Q: 3 clusters Score -5190204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -5190229.000000 Penalty: 3450.692627
	Iteration 52Q: 3 clusters Score -5190229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5190247.500000 Penalty: 3450.692627
	Iteration 53Q: 3 clusters Score -5190248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5190264.000000 Penalty: 3450.692627
	Iteration 54Q: 3 clusters Score -5190264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5190303.000000 Penalty: 3450.692627
	Iteration 55Q: 3 clusters Score -5190303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -5190310.000000 Penalty: 3450.692627
	Iteration 56Q: 3 clusters Score -5190310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -5190332.000000 Penalty: 3450.692627
	Iteration 57Q: 3 clusters Score -5190332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5190340.000000 Penalty: 3450.692627
	Iteration 58Q: 3 clusters Score -5190340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -5190359.500000 Penalty: 3450.692627
	Iteration 59Q: 3 clusters Score -5190360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5190354.500000 Penalty: 3450.692627
	Iteration 60F: 3 clusters Score -5190354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5190370.000000 Penalty: 3450.692627
	Iteration 61Q: 3 clusters Score -5190370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5190372.500000 Penalty: 3450.692627
	Iteration 62Q: 3 clusters Score -5190372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -5190383.500000 Penalty: 3450.692627
	Iteration 63Q: 3 clusters Score -5190384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -5190386.000000 Penalty: 3450.692627
	Iteration 64Q: 3 clusters Score -5190386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5190391.000000 Penalty: 3450.692627
	Iteration 65Q: 3 clusters Score -5190391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -5190404.000000 Penalty: 3450.692627
	Iteration 66Q: 3 clusters Score -5190404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5190402.500000 Penalty: 3450.692627
	Iteration 67Q: 3 clusters Score -5190402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -5190407.000000 Penalty: 3450.692627
	Iteration 68Q: 3 clusters Score -5190407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5190417.500000 Penalty: 3450.692627
	Iteration 69Q: 3 clusters Score -5190418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5190420.000000 Penalty: 3450.692627
	Iteration 70Q: 3 clusters Score -5190420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -5190425.000000 Penalty: 3450.692627
	Iteration 71Q: 3 clusters Score -5190425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5190419.000000 Penalty: 3450.692627
	Iteration 72Q: 3 clusters Score -5190419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -5190427.000000 Penalty: 3450.692627
	Iteration 73Q: 3 clusters Score -5190427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5190430.000000 Penalty: 3450.692627
	Iteration 74Q: 3 clusters Score -5190430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5190429.000000 Penalty: 3450.692627
	Iteration 75Q: 3 clusters Score -5190429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5190435.000000 Penalty: 3450.692627
	Iteration 76Q: 3 clusters Score -5190435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5190437.500000 Penalty: 3450.692627
	Iteration 77Q: 3 clusters Score -5190438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5190437.500000 Penalty: 3450.692627
	Iteration 78F: 3 clusters Score -5190438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Entering Unmasked Estep 
Score: -6399018.000000 Penalty: 1756.646484
	Iteration 0F: 2 clusters Score -6399018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -6366307.500000 Penalty: 3513.292969
	Iteration 0F: 3 clusters Score -6366308 nChanged 23256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -6379685.500000 Penalty: 3513.292969
	Iteration 1F: 3 clusters Score -6379686 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -6380204.000000 Penalty: 3513.292969
	Iteration 2Q: 3 clusters Score -6380204 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -6380924.000000 Penalty: 3513.292969
	Iteration 3Q: 3 clusters Score -6380924 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -6381855.000000 Penalty: 3513.292969
	Iteration 4Q: 3 clusters Score -6381855 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -6383175.500000 Penalty: 3513.292969
	Iteration 5F: 3 clusters Score -6383176 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -6384926.500000 Penalty: 3513.292969
	Iteration 6F: 3 clusters Score -6384926 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -6387051.500000 Penalty: 3513.292969
	Iteration 7F: 3 clusters Score -6387052 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -6389237.000000 Penalty: 3513.292969
	Iteration 8F: 3 clusters Score -6389237 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -6390893.000000 Penalty: 3513.292969
	Iteration 9F: 3 clusters Score -6390893 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -6391864.500000 Penalty: 3513.292969
	Iteration 10Q: 3 clusters Score -6391864 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -6392402.000000 Penalty: 3513.292969
	Iteration 11Q: 3 clusters Score -6392402 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -6392761.000000 Penalty: 3513.292969
	Iteration 12Q: 3 clusters Score -6392761 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -6393082.500000 Penalty: 3513.292969
	Iteration 13Q: 3 clusters Score -6393082 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -6393482.500000 Penalty: 3513.292969
	Iteration 14Q: 3 clusters Score -6393482 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -6393789.000000 Penalty: 3513.292969
	Iteration 15Q: 3 clusters Score -6393789 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -6394078.500000 Penalty: 3513.292969
	Iteration 16Q: 3 clusters Score -6394078 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -6394372.500000 Penalty: 3513.292969
	Iteration 17Q: 3 clusters Score -6394372 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -6394680.500000 Penalty: 3513.292969
	Iteration 18Q: 3 clusters Score -6394680 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -6394970.500000 Penalty: 3513.292969
	Iteration 19Q: 3 clusters Score -6394970 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -6395216.500000 Penalty: 3513.292969
	Iteration 20F: 3 clusters Score -6395216 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -6395417.500000 Penalty: 3513.292969
	Iteration 21Q: 3 clusters Score -6395418 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -6395645.500000 Penalty: 3513.292969
	Iteration 22Q: 3 clusters Score -6395646 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -6395878.500000 Penalty: 3513.292969
	Iteration 23Q: 3 clusters Score -6395878 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -6396097.500000 Penalty: 3513.292969
	Iteration 24Q: 3 clusters Score -6396098 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -6396281.500000 Penalty: 3513.292969
	Iteration 25Q: 3 clusters Score -6396282 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -6396470.000000 Penalty: 3513.292969
	Iteration 26Q: 3 clusters Score -6396470 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -6396658.000000 Penalty: 3513.292969
	Iteration 27Q: 3 clusters Score -6396658 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -6396848.000000 Penalty: 3513.292969
	Iteration 28Q: 3 clusters Score -6396848 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -6396991.000000 Penalty: 3513.292969
	Iteration 29Q: 3 clusters Score -6396991 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -6397117.500000 Penalty: 3513.292969
	Iteration 30Q: 3 clusters Score -6397118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -6397196.000000 Penalty: 3513.292969
	Iteration 31Q: 3 clusters Score -6397196 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -6397290.000000 Penalty: 3513.292969
	Iteration 32Q: 3 clusters Score -6397290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -6397355.500000 Penalty: 3513.292969
	Iteration 33Q: 3 clusters Score -6397356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -6397420.000000 Penalty: 3513.292969
	Iteration 34Q: 3 clusters Score -6397420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -6397462.500000 Penalty: 3513.292969
	Iteration 35Q: 3 clusters Score -6397462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -6397497.500000 Penalty: 3513.292969
	Iteration 36Q: 3 clusters Score -6397498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -6397516.000000 Penalty: 3513.292969
	Iteration 37Q: 3 clusters Score -6397516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -6397521.500000 Penalty: 3513.292969
	Iteration 38Q: 3 clusters Score -6397522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -6397523.500000 Penalty: 3513.292969
	Iteration 39Q: 3 clusters Score -6397524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -6397534.500000 Penalty: 3513.292969
	Iteration 40F: 3 clusters Score -6397534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -6397534.500000 Penalty: 3513.292969
	Iteration 41Q: 3 clusters Score -6397534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6397535.000000 Penalty: 3513.292969
	Iteration 42Q: 3 clusters Score -6397535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -6397541.500000 Penalty: 3513.292969
	Iteration 43Q: 3 clusters Score -6397542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6397544.500000 Penalty: 3513.292969
	Iteration 44Q: 3 clusters Score -6397544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -6397543.000000 Penalty: 3513.292969
	Iteration 45Q: 3 clusters Score -6397543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -6397546.500000 Penalty: 3513.292969
	Iteration 46Q: 3 clusters Score -6397546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -6397546.000000 Penalty: 3513.292969
	Iteration 47Q: 3 clusters Score -6397546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -6397549.000000 Penalty: 3513.292969
	Iteration 48Q: 3 clusters Score -6397549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -6397549.500000 Penalty: 3513.292969
	Iteration 49Q: 3 clusters Score -6397550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -6397549.500000 Penalty: 3513.292969
	Iteration 50F: 3 clusters Score -6397550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Entering Unmasked Estep 
Score: -1856894.875000 Penalty: 1558.487549
	Iteration 0F: 2 clusters Score -1856895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1846702.000000 Penalty: 3116.975098
	Iteration 0F: 3 clusters Score -1846702 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1850456.500000 Penalty: 3116.975098
	Iteration 1F: 3 clusters Score -1850456 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1850835.000000 Penalty: 3116.975098
	Iteration 2F: 3 clusters Score -1850835 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1851173.875000 Penalty: 3116.975098
	Iteration 3F: 3 clusters Score -1851174 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1851496.375000 Penalty: 3116.975098
	Iteration 4Q: 3 clusters Score -1851496 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1851824.500000 Penalty: 3116.975098
	Iteration 5Q: 3 clusters Score -1851824 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1852188.875000 Penalty: 3116.975098
	Iteration 6Q: 3 clusters Score -1852189 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1852560.250000 Penalty: 3116.975098
	Iteration 7Q: 3 clusters Score -1852560 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1852941.375000 Penalty: 3116.975098
	Iteration 8Q: 3 clusters Score -1852941 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1853274.500000 Penalty: 3116.975098
	Iteration 9Q: 3 clusters Score -1853274 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1853535.375000 Penalty: 3116.975098
	Iteration 10Q: 3 clusters Score -1853535 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1853716.125000 Penalty: 3116.975098
	Iteration 11Q: 3 clusters Score -1853716 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1853866.000000 Penalty: 3116.975098
	Iteration 12Q: 3 clusters Score -1853866 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1853994.125000 Penalty: 3116.975098
	Iteration 13Q: 3 clusters Score -1853994 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1854119.250000 Penalty: 3116.975098
	Iteration 14Q: 3 clusters Score -1854119 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1854240.625000 Penalty: 3116.975098
	Iteration 15Q: 3 clusters Score -1854241 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1854382.875000 Penalty: 3116.975098
	Iteration 16Q: 3 clusters Score -1854383 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1854536.000000 Penalty: 3116.975098
	Iteration 17Q: 3 clusters Score -1854536 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1854691.375000 Penalty: 3116.975098
	Iteration 18Q: 3 clusters Score -1854691 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1854819.375000 Penalty: 3116.975098
	Iteration 19Q: 3 clusters Score -1854819 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1854922.625000 Penalty: 3116.975098
	Iteration 20F: 3 clusters Score -1854923 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1854996.875000 Penalty: 3116.975098
	Iteration 21Q: 3 clusters Score -1854997 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1855071.750000 Penalty: 3116.975098
	Iteration 22Q: 3 clusters Score -1855072 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1855137.000000 Penalty: 3116.975098
	Iteration 23Q: 3 clusters Score -1855137 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1855202.750000 Penalty: 3116.975098
	Iteration 24Q: 3 clusters Score -1855203 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1855275.000000 Penalty: 3116.975098
	Iteration 25Q: 3 clusters Score -1855275 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1855340.375000 Penalty: 3116.975098
	Iteration 26Q: 3 clusters Score -1855340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1855395.500000 Penalty: 3116.975098
	Iteration 27Q: 3 clusters Score -1855396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1855422.500000 Penalty: 3116.975098
	Iteration 28Q: 3 clusters Score -1855422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1855448.125000 Penalty: 3116.975098
	Iteration 29Q: 3 clusters Score -1855448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1855472.625000 Penalty: 3116.975098
	Iteration 30Q: 3 clusters Score -1855473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1855499.500000 Penalty: 3116.975098
	Iteration 31Q: 3 clusters Score -1855500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1855514.750000 Penalty: 3116.975098
	Iteration 32Q: 3 clusters Score -1855515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1855529.000000 Penalty: 3116.975098
	Iteration 33Q: 3 clusters Score -1855529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1855533.750000 Penalty: 3116.975098
	Iteration 34Q: 3 clusters Score -1855534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1855539.500000 Penalty: 3116.975098
	Iteration 35Q: 3 clusters Score -1855540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1855540.125000 Penalty: 3116.975098
	Iteration 36Q: 3 clusters Score -1855540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1855541.625000 Penalty: 3116.975098
	Iteration 37Q: 3 clusters Score -1855542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1855544.500000 Penalty: 3116.975098
	Iteration 38Q: 3 clusters Score -1855544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1855543.875000 Penalty: 3116.975098
	Iteration 39Q: 3 clusters Score -1855544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1855548.750000 Penalty: 3116.975098
	Iteration 40F: 3 clusters Score -1855549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1855552.125000 Penalty: 3116.975098
	Iteration 41Q: 3 clusters Score -1855552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1855557.625000 Penalty: 3116.975098
	Iteration 42Q: 3 clusters Score -1855558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1855559.125000 Penalty: 3116.975098
	Iteration 43Q: 3 clusters Score -1855559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1855561.125000 Penalty: 3116.975098
	Iteration 44Q: 3 clusters Score -1855561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1855562.625000 Penalty: 3116.975098
	Iteration 45Q: 3 clusters Score -1855563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1855565.500000 Penalty: 3116.975098
	Iteration 46Q: 3 clusters Score -1855566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1855568.375000 Penalty: 3116.975098
	Iteration 47Q: 3 clusters Score -1855568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1855568.750000 Penalty: 3116.975098
	Iteration 48Q: 3 clusters Score -1855569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1855571.125000 Penalty: 3116.975098
	Iteration 49Q: 3 clusters Score -1855571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1855568.875000 Penalty: 3116.975098
	Iteration 50Q: 3 clusters Score -1855569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1855570.125000 Penalty: 3116.975098
	Iteration 51Q: 3 clusters Score -1855570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1855570.125000 Penalty: 3116.975098
	Iteration 52F: 3 clusters Score -1855570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Entering Unmasked Estep 
Score: -8975142.000000 Penalty: 1816.808105
	Iteration 0F: 2 clusters Score -8975142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -8927681.000000 Penalty: 3633.616211
	Iteration 0F: 3 clusters Score -8927681 nChanged 33801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -8946611.000000 Penalty: 3633.616211
	Iteration 1F: 3 clusters Score -8946611 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -8947081.000000 Penalty: 3633.616211
	Iteration 2Q: 3 clusters Score -8947081 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -8947476.000000 Penalty: 3633.616211
	Iteration 3Q: 3 clusters Score -8947476 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -8947888.000000 Penalty: 3633.616211
	Iteration 4Q: 3 clusters Score -8947888 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -8948351.000000 Penalty: 3633.616211
	Iteration 5Q: 3 clusters Score -8948351 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -8948863.000000 Penalty: 3633.616211
	Iteration 6Q: 3 clusters Score -8948863 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -8949646.000000 Penalty: 3633.616211
	Iteration 7Q: 3 clusters Score -8949646 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -8950841.000000 Penalty: 3633.616211
	Iteration 8Q: 3 clusters Score -8950841 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8952843.000000 Penalty: 3633.616211
	Iteration 9Q: 3 clusters Score -8952843 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -8956004.000000 Penalty: 3633.616211
	Iteration 10F: 3 clusters Score -8956004 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -8959883.000000 Penalty: 3633.616211
	Iteration 11F: 3 clusters Score -8959883 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -8963712.000000 Penalty: 3633.616211
	Iteration 12F: 3 clusters Score -8963712 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -8966544.000000 Penalty: 3633.616211
	Iteration 13Q: 3 clusters Score -8966544 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -8968623.000000 Penalty: 3633.616211
	Iteration 14Q: 3 clusters Score -8968623 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -8970070.000000 Penalty: 3633.616211
	Iteration 15Q: 3 clusters Score -8970070 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -8971122.000000 Penalty: 3633.616211
	Iteration 16Q: 3 clusters Score -8971122 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -8971819.000000 Penalty: 3633.616211
	Iteration 17Q: 3 clusters Score -8971819 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -8972330.000000 Penalty: 3633.616211
	Iteration 18Q: 3 clusters Score -8972330 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -8972657.000000 Penalty: 3633.616211
	Iteration 19Q: 3 clusters Score -8972657 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -8972865.000000 Penalty: 3633.616211
	Iteration 20F: 3 clusters Score -8972865 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -8973028.000000 Penalty: 3633.616211
	Iteration 21Q: 3 clusters Score -8973028 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -8973123.000000 Penalty: 3633.616211
	Iteration 22Q: 3 clusters Score -8973123 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -8973182.000000 Penalty: 3633.616211
	Iteration 23Q: 3 clusters Score -8973182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -8973246.000000 Penalty: 3633.616211
	Iteration 24Q: 3 clusters Score -8973246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -8973285.000000 Penalty: 3633.616211
	Iteration 25Q: 3 clusters Score -8973285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -8973322.000000 Penalty: 3633.616211
	Iteration 26Q: 3 clusters Score -8973322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -8973363.000000 Penalty: 3633.616211
	Iteration 27Q: 3 clusters Score -8973363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -8973378.000000 Penalty: 3633.616211
	Iteration 28Q: 3 clusters Score -8973378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -8973410.000000 Penalty: 3633.616211
	Iteration 29Q: 3 clusters Score -8973410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -8973448.000000 Penalty: 3633.616211
	Iteration 30Q: 3 clusters Score -8973448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 71179 members 
Entering Unmasked Estep 
Score: -8973473.000000 Penalty: 3633.616211
	Iteration 31Q: 3 clusters Score -8973473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -8973489.000000 Penalty: 3633.616211
	Iteration 32Q: 3 clusters Score -8973489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 71209 members 
Entering Unmasked Estep 
Score: -8973498.000000 Penalty: 3633.616211
	Iteration 33Q: 3 clusters Score -8973498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -8973506.000000 Penalty: 3633.616211
	Iteration 34Q: 3 clusters Score -8973506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
Score: -8973510.000000 Penalty: 3633.616211
	Iteration 35Q: 3 clusters Score -8973510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -8973520.000000 Penalty: 3633.616211
	Iteration 36Q: 3 clusters Score -8973520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -8973522.000000 Penalty: 3633.616211
	Iteration 37Q: 3 clusters Score -8973522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -8973522.000000 Penalty: 3633.616211
	Iteration 38F: 3 clusters Score -8973522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 5590 members 
Mstep: Class 4 contains 56277 members 
Mstep: Class 5 contains 69118 members 
Mstep: Class 6 contains 78185 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 4996 members 
Mstep: Class 9 contains 83045 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 14 contains 37555 members 
Mstep: Class 15 contains 40844 members 
Mstep: Class 16 contains 49520 members 
Mstep: Class 19 contains 14628 members 
Mstep: Class 21 contains 71708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806608.000000 Penalty: 29968.439453
Iteration 159Q: 15 clusters Score -6.580661e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5591 members 
Mstep: Class 4 contains 56303 members 
Mstep: Class 5 contains 69122 members 
Mstep: Class 6 contains 78165 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 83034 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 14 contains 37534 members 
Mstep: Class 15 contains 40834 members 
Mstep: Class 16 contains 49539 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 21 contains 71701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806724.000000 Penalty: 29968.439453
Iteration 160F: 15 clusters Score -6.580672e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 4 contains 56320 members 
Mstep: Class 5 contains 69122 members 
Mstep: Class 6 contains 78151 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 83028 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 14 contains 37510 members 
Mstep: Class 15 contains 40798 members 
Mstep: Class 16 contains 49555 members 
Mstep: Class 19 contains 14640 members 
Mstep: Class 21 contains 71677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806728.000000 Penalty: 29968.439453
Iteration 161Q: 15 clusters Score -6.580673e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 5587 members 
Mstep: Class 4 contains 56338 members 
Mstep: Class 5 contains 69116 members 
Mstep: Class 6 contains 78150 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5141 members 
Mstep: Class 9 contains 83026 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37496 members 
Mstep: Class 15 contains 40746 members 
Mstep: Class 16 contains 49569 members 
Mstep: Class 19 contains 14635 members 
Mstep: Class 21 contains 71657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806828.000000 Penalty: 29968.439453
Iteration 162Q: 15 clusters Score -6.580683e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5585 members 
Mstep: Class 4 contains 56369 members 
Mstep: Class 5 contains 69113 members 
Mstep: Class 6 contains 78138 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 83028 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37488 members 
Mstep: Class 15 contains 40711 members 
Mstep: Class 16 contains 49585 members 
Mstep: Class 19 contains 14627 members 
Mstep: Class 21 contains 71620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806828.000000 Penalty: 29968.439453
Iteration 163Q: 15 clusters Score -6.580683e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 5591 members 
Mstep: Class 4 contains 56395 members 
Mstep: Class 5 contains 69109 members 
Mstep: Class 6 contains 78138 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 83021 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37479 members 
Mstep: Class 15 contains 40681 members 
Mstep: Class 16 contains 49597 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 21 contains 71588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806804.000000 Penalty: 29968.439453
Iteration 164Q: 15 clusters Score -6.58068e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 5588 members 
Mstep: Class 4 contains 56425 members 
Mstep: Class 5 contains 69106 members 
Mstep: Class 6 contains 78127 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 83003 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37478 members 
Mstep: Class 15 contains 40661 members 
Mstep: Class 16 contains 49618 members 
Mstep: Class 19 contains 14608 members 
Mstep: Class 21 contains 71560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806844.000000 Penalty: 29968.439453
Iteration 165Q: 15 clusters Score -6.580684e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 4 contains 56463 members 
Mstep: Class 5 contains 69092 members 
Mstep: Class 6 contains 78119 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 82987 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37469 members 
Mstep: Class 15 contains 40651 members 
Mstep: Class 16 contains 49640 members 
Mstep: Class 19 contains 14599 members 
Mstep: Class 21 contains 71535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806808.000000 Penalty: 29968.439453
Iteration 166Q: 15 clusters Score -6.580681e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 4 contains 56489 members 
Mstep: Class 5 contains 69081 members 
Mstep: Class 6 contains 78128 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 82976 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37464 members 
Mstep: Class 15 contains 40637 members 
Mstep: Class 16 contains 49650 members 
Mstep: Class 19 contains 14591 members 
Mstep: Class 21 contains 71510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806848.000000 Penalty: 29968.439453
Iteration 167Q: 15 clusters Score -6.580685e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 4 contains 56509 members 
Mstep: Class 5 contains 69065 members 
Mstep: Class 6 contains 78137 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 82966 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37462 members 
Mstep: Class 15 contains 40626 members 
Mstep: Class 16 contains 49663 members 
Mstep: Class 19 contains 14582 members 
Mstep: Class 21 contains 71493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806988.000000 Penalty: 29968.439453
Iteration 168Q: 15 clusters Score -6.580699e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 5599 members 
Mstep: Class 4 contains 56526 members 
Mstep: Class 5 contains 69062 members 
Mstep: Class 6 contains 78131 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5373 members 
Mstep: Class 9 contains 82961 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37452 members 
Mstep: Class 15 contains 40616 members 
Mstep: Class 16 contains 49676 members 
Mstep: Class 19 contains 14579 members 
Mstep: Class 21 contains 71468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806996.000000 Penalty: 29968.439453
Iteration 169Q: 15 clusters Score -6.5807e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 4 contains 56544 members 
Mstep: Class 5 contains 69058 members 
Mstep: Class 6 contains 78130 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5405 members 
Mstep: Class 9 contains 82955 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37441 members 
Mstep: Class 15 contains 40599 members 
Mstep: Class 16 contains 49685 members 
Mstep: Class 19 contains 14575 members 
Mstep: Class 21 contains 71456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806944.000000 Penalty: 29968.439453
Iteration 170Q: 15 clusters Score -6.580694e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 5590 members 
Mstep: Class 4 contains 56552 members 
Mstep: Class 5 contains 69056 members 
Mstep: Class 6 contains 78137 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 9 contains 82946 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37423 members 
Mstep: Class 15 contains 40593 members 
Mstep: Class 16 contains 49688 members 
Mstep: Class 19 contains 14574 members 
Mstep: Class 21 contains 71450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807000.000000 Penalty: 29968.439453
Iteration 171Q: 15 clusters Score -6.5807e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 5588 members 
Mstep: Class 4 contains 56552 members 
Mstep: Class 5 contains 69055 members 
Mstep: Class 6 contains 78151 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 82934 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 14 contains 37414 members 
Mstep: Class 15 contains 40589 members 
Mstep: Class 16 contains 49692 members 
Mstep: Class 19 contains 14573 members 
Mstep: Class 21 contains 71439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807028.000000 Penalty: 29968.439453
Iteration 172Q: 15 clusters Score -6.580703e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 5588 members 
Mstep: Class 4 contains 56544 members 
Mstep: Class 5 contains 69050 members 
Mstep: Class 6 contains 78156 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5476 members 
Mstep: Class 9 contains 82932 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37410 members 
Mstep: Class 15 contains 40584 members 
Mstep: Class 16 contains 49701 members 
Mstep: Class 19 contains 14571 members 
Mstep: Class 21 contains 71430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807096.000000 Penalty: 29968.439453
Iteration 173Q: 15 clusters Score -6.58071e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 5584 members 
Mstep: Class 4 contains 56545 members 
Mstep: Class 5 contains 69047 members 
Mstep: Class 6 contains 78166 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5482 members 
Mstep: Class 9 contains 82928 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37401 members 
Mstep: Class 15 contains 40581 members 
Mstep: Class 16 contains 49704 members 
Mstep: Class 19 contains 14573 members 
Mstep: Class 21 contains 71430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807152.000000 Penalty: 29968.439453
Iteration 174Q: 15 clusters Score -6.580715e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 4 contains 56544 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78170 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5486 members 
Mstep: Class 9 contains 82924 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37392 members 
Mstep: Class 15 contains 40592 members 
Mstep: Class 16 contains 49704 members 
Mstep: Class 19 contains 14578 members 
Mstep: Class 21 contains 71422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807156.000000 Penalty: 29968.439453
Iteration 175Q: 15 clusters Score -6.580716e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56542 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78173 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 82925 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37386 members 
Mstep: Class 15 contains 40601 members 
Mstep: Class 16 contains 49706 members 
Mstep: Class 19 contains 14578 members 
Mstep: Class 21 contains 71413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807156.000000 Penalty: 29968.439453
Iteration 176Q: 15 clusters Score -6.580716e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56543 members 
Mstep: Class 5 contains 69048 members 
Mstep: Class 6 contains 78169 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5493 members 
Mstep: Class 9 contains 82922 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37377 members 
Mstep: Class 15 contains 40603 members 
Mstep: Class 16 contains 49709 members 
Mstep: Class 19 contains 14581 members 
Mstep: Class 21 contains 71415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807216.000000 Penalty: 29968.439453
Iteration 177Q: 15 clusters Score -6.580722e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56550 members 
Mstep: Class 5 contains 69048 members 
Mstep: Class 6 contains 78166 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5495 members 
Mstep: Class 9 contains 82923 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37370 members 
Mstep: Class 15 contains 40606 members 
Mstep: Class 16 contains 49709 members 
Mstep: Class 19 contains 14582 members 
Mstep: Class 21 contains 71412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807224.000000 Penalty: 29968.439453
Iteration 178Q: 15 clusters Score -6.580722e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56555 members 
Mstep: Class 5 contains 69052 members 
Mstep: Class 6 contains 78168 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 82922 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37351 members 
Mstep: Class 15 contains 40611 members 
Mstep: Class 16 contains 49709 members 
Mstep: Class 19 contains 14583 members 
Mstep: Class 21 contains 71413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807240.000000 Penalty: 29968.439453
Iteration 179Q: 15 clusters Score -6.580724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56556 members 
Mstep: Class 5 contains 69051 members 
Mstep: Class 6 contains 78171 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 82921 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37347 members 
Mstep: Class 15 contains 40613 members 
Mstep: Class 16 contains 49710 members 
Mstep: Class 19 contains 14582 members 
Mstep: Class 21 contains 71411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807256.000000 Penalty: 29968.439453
Iteration 180F: 15 clusters Score -6.580726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56563 members 
Mstep: Class 5 contains 69050 members 
Mstep: Class 6 contains 78172 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 82912 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37345 members 
Mstep: Class 15 contains 40613 members 
Mstep: Class 16 contains 49712 members 
Mstep: Class 19 contains 14584 members 
Mstep: Class 21 contains 71409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807272.000000 Penalty: 29968.439453
Iteration 181Q: 15 clusters Score -6.580727e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56562 members 
Mstep: Class 5 contains 69047 members 
Mstep: Class 6 contains 78175 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5505 members 
Mstep: Class 9 contains 82914 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37340 members 
Mstep: Class 15 contains 40611 members 
Mstep: Class 16 contains 49714 members 
Mstep: Class 19 contains 14585 members 
Mstep: Class 21 contains 71406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807296.000000 Penalty: 29968.439453
Iteration 182Q: 15 clusters Score -6.58073e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56560 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78180 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 82913 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37337 members 
Mstep: Class 15 contains 40616 members 
Mstep: Class 16 contains 49715 members 
Mstep: Class 19 contains 14582 members 
Mstep: Class 21 contains 71404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807280.000000 Penalty: 29968.439453
Iteration 183Q: 15 clusters Score -6.580728e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56561 members 
Mstep: Class 5 contains 69041 members 
Mstep: Class 6 contains 78177 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 82909 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 14 contains 37335 members 
Mstep: Class 15 contains 40622 members 
Mstep: Class 16 contains 49719 members 
Mstep: Class 19 contains 14584 members 
Mstep: Class 21 contains 71397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807296.000000 Penalty: 29968.439453
Iteration 184Q: 15 clusters Score -6.58073e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56556 members 
Mstep: Class 5 contains 69040 members 
Mstep: Class 6 contains 78182 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 82907 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 14 contains 37337 members 
Mstep: Class 15 contains 40616 members 
Mstep: Class 16 contains 49720 members 
Mstep: Class 19 contains 14588 members 
Mstep: Class 21 contains 71393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807308.000000 Penalty: 29968.439453
Iteration 185Q: 15 clusters Score -6.580731e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56554 members 
Mstep: Class 5 contains 69042 members 
Mstep: Class 6 contains 78184 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5522 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 14 contains 37336 members 
Mstep: Class 15 contains 40613 members 
Mstep: Class 16 contains 49721 members 
Mstep: Class 19 contains 14594 members 
Mstep: Class 21 contains 71384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807292.000000 Penalty: 29968.439453
Iteration 186Q: 15 clusters Score -6.580729e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56553 members 
Mstep: Class 5 contains 69042 members 
Mstep: Class 6 contains 78184 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 82903 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 14 contains 37334 members 
Mstep: Class 15 contains 40611 members 
Mstep: Class 16 contains 49722 members 
Mstep: Class 19 contains 14596 members 
Mstep: Class 21 contains 71378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807312.000000 Penalty: 29968.439453
Iteration 187Q: 15 clusters Score -6.580731e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 4 contains 56555 members 
Mstep: Class 5 contains 69042 members 
Mstep: Class 6 contains 78182 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 82901 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 14 contains 37331 members 
Mstep: Class 15 contains 40614 members 
Mstep: Class 16 contains 49725 members 
Mstep: Class 19 contains 14597 members 
Mstep: Class 21 contains 71374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807324.000000 Penalty: 29968.439453
Iteration 188Q: 15 clusters Score -6.580732e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56560 members 
Mstep: Class 5 contains 69041 members 
Mstep: Class 6 contains 78186 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 82900 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 14 contains 37327 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 49726 members 
Mstep: Class 19 contains 14594 members 
Mstep: Class 21 contains 71365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807276.000000 Penalty: 29968.439453
Iteration 189Q: 15 clusters Score -6.580728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56562 members 
Mstep: Class 5 contains 69041 members 
Mstep: Class 6 contains 78184 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 82899 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 14 contains 37323 members 
Mstep: Class 15 contains 40626 members 
Mstep: Class 16 contains 49726 members 
Mstep: Class 19 contains 14595 members 
Mstep: Class 21 contains 71362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807244.000000 Penalty: 29968.439453
Iteration 190Q: 15 clusters Score -6.580724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56562 members 
Mstep: Class 5 contains 69042 members 
Mstep: Class 6 contains 78181 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 82900 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 14 contains 37320 members 
Mstep: Class 15 contains 40628 members 
Mstep: Class 16 contains 49726 members 
Mstep: Class 19 contains 14597 members 
Mstep: Class 21 contains 71361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807256.000000 Penalty: 29968.439453
Iteration 191Q: 15 clusters Score -6.580726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56562 members 
Mstep: Class 5 contains 69043 members 
Mstep: Class 6 contains 78180 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5534 members 
Mstep: Class 9 contains 82901 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 14 contains 37317 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 49726 members 
Mstep: Class 19 contains 14600 members 
Mstep: Class 21 contains 71357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807276.000000 Penalty: 29968.439453
Iteration 192Q: 15 clusters Score -6.580728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56563 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78179 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82902 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37312 members 
Mstep: Class 15 contains 40631 members 
Mstep: Class 16 contains 49727 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807224.000000 Penalty: 29968.439453
Iteration 193Q: 15 clusters Score -6.580722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56563 members 
Mstep: Class 5 contains 69044 members 
Mstep: Class 6 contains 78176 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82904 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37308 members 
Mstep: Class 15 contains 40631 members 
Mstep: Class 16 contains 49727 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807232.000000 Penalty: 29968.439453
Iteration 194Q: 15 clusters Score -6.580723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56563 members 
Mstep: Class 5 contains 69044 members 
Mstep: Class 6 contains 78174 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37305 members 
Mstep: Class 15 contains 40631 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807264.000000 Penalty: 29968.439453
Iteration 195Q: 15 clusters Score -6.580726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56564 members 
Mstep: Class 5 contains 69044 members 
Mstep: Class 6 contains 78173 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37303 members 
Mstep: Class 15 contains 40631 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807240.000000 Penalty: 29968.439453
Iteration 196Q: 15 clusters Score -6.580724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56564 members 
Mstep: Class 5 contains 69044 members 
Mstep: Class 6 contains 78173 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37302 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807256.000000 Penalty: 29968.439453
Iteration 197Q: 15 clusters Score -6.580726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56564 members 
Mstep: Class 5 contains 69044 members 
Mstep: Class 6 contains 78173 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37301 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807276.000000 Penalty: 29968.439453
Iteration 198Q: 15 clusters Score -6.580728e+07 nChanged 1
Entering ConstructFrom: 
Score: -65807276.000000 Penalty: 29968.439453
Entering ConstructFrom: 
Trying to split cluster 1 (12862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Entering Unmasked Estep 
Score: -1569483.250000 Penalty: 1537.580200
	Iteration 0F: 2 clusters Score -1569483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1560360.625000 Penalty: 3075.160400
	Iteration 0F: 3 clusters Score -1560361 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1563520.625000 Penalty: 3075.160400
	Iteration 1F: 3 clusters Score -1563521 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1563900.500000 Penalty: 3075.160400
	Iteration 2F: 3 clusters Score -1563900 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1564452.375000 Penalty: 3075.160400
	Iteration 3F: 3 clusters Score -1564452 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1565307.875000 Penalty: 3075.160400
	Iteration 4F: 3 clusters Score -1565308 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1566431.375000 Penalty: 3075.160400
	Iteration 5F: 3 clusters Score -1566431 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1567324.500000 Penalty: 3075.160400
	Iteration 6F: 3 clusters Score -1567324 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1567881.375000 Penalty: 3075.160400
	Iteration 7F: 3 clusters Score -1567881 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1568178.125000 Penalty: 3075.160400
	Iteration 8Q: 3 clusters Score -1568178 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1568350.125000 Penalty: 3075.160400
	Iteration 9Q: 3 clusters Score -1568350 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1568513.125000 Penalty: 3075.160400
	Iteration 10Q: 3 clusters Score -1568513 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1568634.250000 Penalty: 3075.160400
	Iteration 11Q: 3 clusters Score -1568634 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1568743.000000 Penalty: 3075.160400
	Iteration 12Q: 3 clusters Score -1568743 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1568797.625000 Penalty: 3075.160400
	Iteration 13Q: 3 clusters Score -1568798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1568831.500000 Penalty: 3075.160400
	Iteration 14Q: 3 clusters Score -1568832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1568846.625000 Penalty: 3075.160400
	Iteration 15Q: 3 clusters Score -1568847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1568863.500000 Penalty: 3075.160400
	Iteration 16Q: 3 clusters Score -1568864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1568871.750000 Penalty: 3075.160400
	Iteration 17Q: 3 clusters Score -1568872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1568873.375000 Penalty: 3075.160400
	Iteration 18Q: 3 clusters Score -1568873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1568875.625000 Penalty: 3075.160400
	Iteration 19Q: 3 clusters Score -1568876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1568877.625000 Penalty: 3075.160400
	Iteration 20F: 3 clusters Score -1568878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1568875.875000 Penalty: 3075.160400
	Iteration 21Q: 3 clusters Score -1568876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1568877.250000 Penalty: 3075.160400
	Iteration 22Q: 3 clusters Score -1568877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1568878.875000 Penalty: 3075.160400
	Iteration 23Q: 3 clusters Score -1568879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1568881.000000 Penalty: 3075.160400
	Iteration 24Q: 3 clusters Score -1568881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1568882.500000 Penalty: 3075.160400
	Iteration 25Q: 3 clusters Score -1568882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1568882.500000 Penalty: 3075.160400
	Iteration 26F: 3 clusters Score -1568882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -714579.687500 Penalty: 1401.849365
	Iteration 0F: 2 clusters Score -714579.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -710265.812500 Penalty: 2803.698730
	Iteration 0F: 3 clusters Score -710265.8 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -711439.812500 Penalty: 2803.698730
	Iteration 1F: 3 clusters Score -711439.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -711633.250000 Penalty: 2803.698730
	Iteration 2F: 3 clusters Score -711633.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -711780.875000 Penalty: 2803.698730
	Iteration 3F: 3 clusters Score -711780.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -711907.375000 Penalty: 2803.698730
	Iteration 4Q: 3 clusters Score -711907.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -712020.875000 Penalty: 2803.698730
	Iteration 5Q: 3 clusters Score -712020.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -712132.062500 Penalty: 2803.698730
	Iteration 6Q: 3 clusters Score -712132.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -712230.375000 Penalty: 2803.698730
	Iteration 7Q: 3 clusters Score -712230.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -712345.562500 Penalty: 2803.698730
	Iteration 8Q: 3 clusters Score -712345.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -712494.187500 Penalty: 2803.698730
	Iteration 9Q: 3 clusters Score -712494.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -712701.750000 Penalty: 2803.698730
	Iteration 10Q: 3 clusters Score -712701.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -712996.687500 Penalty: 2803.698730
	Iteration 11Q: 3 clusters Score -712996.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -713362.500000 Penalty: 2803.698730
	Iteration 12F: 3 clusters Score -713362.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -713689.500000 Penalty: 2803.698730
	Iteration 13Q: 3 clusters Score -713689.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -713879.875000 Penalty: 2803.698730
	Iteration 14Q: 3 clusters Score -713879.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -713980.312500 Penalty: 2803.698730
	Iteration 15Q: 3 clusters Score -713980.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -714056.812500 Penalty: 2803.698730
	Iteration 16Q: 3 clusters Score -714056.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -714097.312500 Penalty: 2803.698730
	Iteration 17Q: 3 clusters Score -714097.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -714121.125000 Penalty: 2803.698730
	Iteration 18Q: 3 clusters Score -714121.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -714133.437500 Penalty: 2803.698730
	Iteration 19Q: 3 clusters Score -714133.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -714146.250000 Penalty: 2803.698730
	Iteration 20F: 3 clusters Score -714146.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -714159.187500 Penalty: 2803.698730
	Iteration 21Q: 3 clusters Score -714159.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -714166.625000 Penalty: 2803.698730
	Iteration 22Q: 3 clusters Score -714166.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -714171.000000 Penalty: 2803.698730
	Iteration 23Q: 3 clusters Score -714171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -714179.000000 Penalty: 2803.698730
	Iteration 24Q: 3 clusters Score -714179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -714183.750000 Penalty: 2803.698730
	Iteration 25Q: 3 clusters Score -714183.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -714189.062500 Penalty: 2803.698730
	Iteration 26Q: 3 clusters Score -714189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -714189.062500 Penalty: 2803.698730
	Iteration 27Q: 3 clusters Score -714189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -714190.812500 Penalty: 2803.698730
	Iteration 28Q: 3 clusters Score -714190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -714192.187500 Penalty: 2803.698730
	Iteration 29Q: 3 clusters Score -714192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -714191.000000 Penalty: 2803.698730
	Iteration 30Q: 3 clusters Score -714191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -714193.187500 Penalty: 2803.698730
	Iteration 31Q: 3 clusters Score -714193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -714194.187500 Penalty: 2803.698730
	Iteration 32Q: 3 clusters Score -714194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -714192.687500 Penalty: 2803.698730
	Iteration 33Q: 3 clusters Score -714192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -714192.687500 Penalty: 2803.698730
	Iteration 34F: 3 clusters Score -714192.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Entering Unmasked Estep 
Score: -7284048.000000 Penalty: 1778.258301
	Iteration 0F: 2 clusters Score -7284048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -7248053.000000 Penalty: 3556.516602
	Iteration 0F: 3 clusters Score -7248053 nChanged 26535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -7263632.000000 Penalty: 3556.516602
	Iteration 1F: 3 clusters Score -7263632 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -7264760.500000 Penalty: 3556.516602
	Iteration 2Q: 3 clusters Score -7264760 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -7266416.500000 Penalty: 3556.516602
	Iteration 3F: 3 clusters Score -7266416 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -7268514.500000 Penalty: 3556.516602
	Iteration 4F: 3 clusters Score -7268514 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -7270843.500000 Penalty: 3556.516602
	Iteration 5F: 3 clusters Score -7270844 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -7272729.000000 Penalty: 3556.516602
	Iteration 6F: 3 clusters Score -7272729 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -7273956.000000 Penalty: 3556.516602
	Iteration 7Q: 3 clusters Score -7273956 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -7274710.500000 Penalty: 3556.516602
	Iteration 8Q: 3 clusters Score -7274710 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -7275252.000000 Penalty: 3556.516602
	Iteration 9Q: 3 clusters Score -7275252 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -7275596.000000 Penalty: 3556.516602
	Iteration 10Q: 3 clusters Score -7275596 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -7275937.500000 Penalty: 3556.516602
	Iteration 11Q: 3 clusters Score -7275938 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -7276238.000000 Penalty: 3556.516602
	Iteration 12Q: 3 clusters Score -7276238 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -7276583.000000 Penalty: 3556.516602
	Iteration 13Q: 3 clusters Score -7276583 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -7276798.000000 Penalty: 3556.516602
	Iteration 14Q: 3 clusters Score -7276798 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -7276994.500000 Penalty: 3556.516602
	Iteration 15Q: 3 clusters Score -7276994 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -7277092.000000 Penalty: 3556.516602
	Iteration 16Q: 3 clusters Score -7277092 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -7277134.500000 Penalty: 3556.516602
	Iteration 17Q: 3 clusters Score -7277134 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -7277163.500000 Penalty: 3556.516602
	Iteration 18Q: 3 clusters Score -7277164 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -7277195.500000 Penalty: 3556.516602
	Iteration 19Q: 3 clusters Score -7277196 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -7277251.000000 Penalty: 3556.516602
	Iteration 20F: 3 clusters Score -7277251 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -7277255.500000 Penalty: 3556.516602
	Iteration 21Q: 3 clusters Score -7277256 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -7277289.500000 Penalty: 3556.516602
	Iteration 22Q: 3 clusters Score -7277290 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -7277343.000000 Penalty: 3556.516602
	Iteration 23Q: 3 clusters Score -7277343 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -7277367.000000 Penalty: 3556.516602
	Iteration 24Q: 3 clusters Score -7277367 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -7277424.500000 Penalty: 3556.516602
	Iteration 25Q: 3 clusters Score -7277424 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -7277475.500000 Penalty: 3556.516602
	Iteration 26Q: 3 clusters Score -7277476 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -7277567.500000 Penalty: 3556.516602
	Iteration 27Q: 3 clusters Score -7277568 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -7277579.000000 Penalty: 3556.516602
	Iteration 28Q: 3 clusters Score -7277579 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -7277682.500000 Penalty: 3556.516602
	Iteration 29Q: 3 clusters Score -7277682 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -7277788.500000 Penalty: 3556.516602
	Iteration 30Q: 3 clusters Score -7277788 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -7277951.500000 Penalty: 3556.516602
	Iteration 31Q: 3 clusters Score -7277952 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -7278228.000000 Penalty: 3556.516602
	Iteration 32Q: 3 clusters Score -7278228 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -7278505.000000 Penalty: 3556.516602
	Iteration 33Q: 3 clusters Score -7278505 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -7278932.500000 Penalty: 3556.516602
	Iteration 34Q: 3 clusters Score -7278932 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7279471.000000 Penalty: 3556.516602
	Iteration 35Q: 3 clusters Score -7279471 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7280035.000000 Penalty: 3556.516602
	Iteration 36Q: 3 clusters Score -7280035 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7280480.000000 Penalty: 3556.516602
	Iteration 37Q: 3 clusters Score -7280480 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7280717.500000 Penalty: 3556.516602
	Iteration 38Q: 3 clusters Score -7280718 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7280878.500000 Penalty: 3556.516602
	Iteration 39Q: 3 clusters Score -7280878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7281324.500000 Penalty: 3556.516602
	Iteration 40F: 3 clusters Score -7281324 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7281891.000000 Penalty: 3556.516602
	Iteration 41Q: 3 clusters Score -7281891 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7282149.000000 Penalty: 3556.516602
	Iteration 42Q: 3 clusters Score -7282149 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7282305.000000 Penalty: 3556.516602
	Iteration 43Q: 3 clusters Score -7282305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7282388.000000 Penalty: 3556.516602
	Iteration 44Q: 3 clusters Score -7282388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7282436.000000 Penalty: 3556.516602
	Iteration 45Q: 3 clusters Score -7282436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7282453.500000 Penalty: 3556.516602
	Iteration 46Q: 3 clusters Score -7282454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7282459.500000 Penalty: 3556.516602
	Iteration 47Q: 3 clusters Score -7282460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7282470.500000 Penalty: 3556.516602
	Iteration 48Q: 3 clusters Score -7282470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7282482.000000 Penalty: 3556.516602
	Iteration 49Q: 3 clusters Score -7282482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7282485.000000 Penalty: 3556.516602
	Iteration 50Q: 3 clusters Score -7282485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7282491.500000 Penalty: 3556.516602
	Iteration 51Q: 3 clusters Score -7282492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7282490.500000 Penalty: 3556.516602
	Iteration 52Q: 3 clusters Score -7282490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7282486.000000 Penalty: 3556.516602
	Iteration 53Q: 3 clusters Score -7282486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7282494.000000 Penalty: 3556.516602
	Iteration 54Q: 3 clusters Score -7282494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7282487.000000 Penalty: 3556.516602
	Iteration 55Q: 3 clusters Score -7282487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7282488.500000 Penalty: 3556.516602
	Iteration 56Q: 3 clusters Score -7282488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7282488.500000 Penalty: 3556.516602
	Iteration 57F: 3 clusters Score -7282488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Entering Unmasked Estep 
Score: -8855801.000000 Penalty: 1810.658447
	Iteration 0F: 2 clusters Score -8855801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -8811770.000000 Penalty: 3621.316895
	Iteration 0F: 3 clusters Score -8811770 nChanged 32725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -8830729.000000 Penalty: 3621.316895
	Iteration 1F: 3 clusters Score -8830729 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -8831733.000000 Penalty: 3621.316895
	Iteration 2Q: 3 clusters Score -8831733 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8833440.000000 Penalty: 3621.316895
	Iteration 3F: 3 clusters Score -8833440 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -8836120.000000 Penalty: 3621.316895
	Iteration 4F: 3 clusters Score -8836120 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -8840034.000000 Penalty: 3621.316895
	Iteration 5F: 3 clusters Score -8840034 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -8844465.000000 Penalty: 3621.316895
	Iteration 6F: 3 clusters Score -8844465 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -8848069.000000 Penalty: 3621.316895
	Iteration 7F: 3 clusters Score -8848069 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -8850521.000000 Penalty: 3621.316895
	Iteration 8Q: 3 clusters Score -8850521 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -8852001.000000 Penalty: 3621.316895
	Iteration 9Q: 3 clusters Score -8852001 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -8852825.000000 Penalty: 3621.316895
	Iteration 10Q: 3 clusters Score -8852825 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -8853344.000000 Penalty: 3621.316895
	Iteration 11Q: 3 clusters Score -8853344 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -8853602.000000 Penalty: 3621.316895
	Iteration 12Q: 3 clusters Score -8853602 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -8853834.000000 Penalty: 3621.316895
	Iteration 13Q: 3 clusters Score -8853834 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -8854000.000000 Penalty: 3621.316895
	Iteration 14Q: 3 clusters Score -8854000 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -8854137.000000 Penalty: 3621.316895
	Iteration 15Q: 3 clusters Score -8854137 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -8854265.000000 Penalty: 3621.316895
	Iteration 16Q: 3 clusters Score -8854265 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -8854359.000000 Penalty: 3621.316895
	Iteration 17Q: 3 clusters Score -8854359 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -8854415.000000 Penalty: 3621.316895
	Iteration 18Q: 3 clusters Score -8854415 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -8854479.000000 Penalty: 3621.316895
	Iteration 19Q: 3 clusters Score -8854479 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -8854527.000000 Penalty: 3621.316895
	Iteration 20F: 3 clusters Score -8854527 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -8854568.000000 Penalty: 3621.316895
	Iteration 21Q: 3 clusters Score -8854568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -8854613.000000 Penalty: 3621.316895
	Iteration 22Q: 3 clusters Score -8854613 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -8854648.000000 Penalty: 3621.316895
	Iteration 23Q: 3 clusters Score -8854648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -8854687.000000 Penalty: 3621.316895
	Iteration 24Q: 3 clusters Score -8854687 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -8854722.000000 Penalty: 3621.316895
	Iteration 25Q: 3 clusters Score -8854722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -8854735.000000 Penalty: 3621.316895
	Iteration 26Q: 3 clusters Score -8854735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -8854763.000000 Penalty: 3621.316895
	Iteration 27Q: 3 clusters Score -8854763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -8854776.000000 Penalty: 3621.316895
	Iteration 28Q: 3 clusters Score -8854776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -8854802.000000 Penalty: 3621.316895
	Iteration 29Q: 3 clusters Score -8854802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -8854816.000000 Penalty: 3621.316895
	Iteration 30Q: 3 clusters Score -8854816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -8854810.000000 Penalty: 3621.316895
	Iteration 31Q: 3 clusters Score -8854810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -8854813.000000 Penalty: 3621.316895
	Iteration 32Q: 3 clusters Score -8854813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -8854825.000000 Penalty: 3621.316895
	Iteration 33Q: 3 clusters Score -8854825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -8854826.000000 Penalty: 3621.316895
	Iteration 34Q: 3 clusters Score -8854826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -8854826.000000 Penalty: 3621.316895
	Iteration 35Q: 3 clusters Score -8854826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -8854830.000000 Penalty: 3621.316895
	Iteration 36Q: 3 clusters Score -8854830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -8854839.000000 Penalty: 3621.316895
	Iteration 37Q: 3 clusters Score -8854839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -8854840.000000 Penalty: 3621.316895
	Iteration 38Q: 3 clusters Score -8854840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -8854846.000000 Penalty: 3621.316895
	Iteration 39Q: 3 clusters Score -8854846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -8854833.000000 Penalty: 3621.316895
	Iteration 40F: 3 clusters Score -8854833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -8854848.000000 Penalty: 3621.316895
	Iteration 41Q: 3 clusters Score -8854848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -8854846.000000 Penalty: 3621.316895
	Iteration 42Q: 3 clusters Score -8854846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -8854851.000000 Penalty: 3621.316895
	Iteration 43Q: 3 clusters Score -8854851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -8854842.000000 Penalty: 3621.316895
	Iteration 44Q: 3 clusters Score -8854842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -8854846.000000 Penalty: 3621.316895
	Iteration 45Q: 3 clusters Score -8854846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -8854843.000000 Penalty: 3621.316895
	Iteration 46Q: 3 clusters Score -8854843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -8854847.000000 Penalty: 3621.316895
	Iteration 47Q: 3 clusters Score -8854847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -8854852.000000 Penalty: 3621.316895
	Iteration 48Q: 3 clusters Score -8854852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -8854859.000000 Penalty: 3621.316895
	Iteration 49Q: 3 clusters Score -8854859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -8854857.000000 Penalty: 3621.316895
	Iteration 50Q: 3 clusters Score -8854857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -8854857.000000 Penalty: 3621.316895
	Iteration 51Q: 3 clusters Score -8854857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -8854854.000000 Penalty: 3621.316895
	Iteration 52Q: 3 clusters Score -8854854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -8854854.000000 Penalty: 3621.316895
	Iteration 53F: 3 clusters Score -8854854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Entering Unmasked Estep 
Score: -9975846.000000 Penalty: 1830.835449
	Iteration 0F: 2 clusters Score -9975846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -9923996.000000 Penalty: 3661.670898
	Iteration 0F: 3 clusters Score -9923996 nChanged 37166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -9946146.000000 Penalty: 3661.670898
	Iteration 1F: 3 clusters Score -9946146 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -9947386.000000 Penalty: 3661.670898
	Iteration 2Q: 3 clusters Score -9947386 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -9949216.000000 Penalty: 3661.670898
	Iteration 3Q: 3 clusters Score -9949216 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -9951911.000000 Penalty: 3661.670898
	Iteration 4F: 3 clusters Score -9951911 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -9955480.000000 Penalty: 3661.670898
	Iteration 5F: 3 clusters Score -9955480 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -9959859.000000 Penalty: 3661.670898
	Iteration 6F: 3 clusters Score -9959859 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -9963421.000000 Penalty: 3661.670898
	Iteration 7F: 3 clusters Score -9963421 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -9965303.000000 Penalty: 3661.670898
	Iteration 8Q: 3 clusters Score -9965303 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -9966100.000000 Penalty: 3661.670898
	Iteration 9Q: 3 clusters Score -9966100 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -9966444.000000 Penalty: 3661.670898
	Iteration 10Q: 3 clusters Score -9966444 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -9966706.000000 Penalty: 3661.670898
	Iteration 11Q: 3 clusters Score -9966706 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9966859.000000 Penalty: 3661.670898
	Iteration 12Q: 3 clusters Score -9966859 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -9967019.000000 Penalty: 3661.670898
	Iteration 13Q: 3 clusters Score -9967019 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -9967142.000000 Penalty: 3661.670898
	Iteration 14Q: 3 clusters Score -9967142 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -9967275.000000 Penalty: 3661.670898
	Iteration 15Q: 3 clusters Score -9967275 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -9967375.000000 Penalty: 3661.670898
	Iteration 16Q: 3 clusters Score -9967375 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -9967547.000000 Penalty: 3661.670898
	Iteration 17Q: 3 clusters Score -9967547 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -9967665.000000 Penalty: 3661.670898
	Iteration 18Q: 3 clusters Score -9967665 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -9967832.000000 Penalty: 3661.670898
	Iteration 19Q: 3 clusters Score -9967832 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -9967948.000000 Penalty: 3661.670898
	Iteration 20F: 3 clusters Score -9967948 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -9968114.000000 Penalty: 3661.670898
	Iteration 21Q: 3 clusters Score -9968114 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -9968225.000000 Penalty: 3661.670898
	Iteration 22Q: 3 clusters Score -9968225 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -9968354.000000 Penalty: 3661.670898
	Iteration 23Q: 3 clusters Score -9968354 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -9968523.000000 Penalty: 3661.670898
	Iteration 24Q: 3 clusters Score -9968523 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -9968639.000000 Penalty: 3661.670898
	Iteration 25Q: 3 clusters Score -9968639 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -9968796.000000 Penalty: 3661.670898
	Iteration 26Q: 3 clusters Score -9968796 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -9968925.000000 Penalty: 3661.670898
	Iteration 27Q: 3 clusters Score -9968925 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -9969054.000000 Penalty: 3661.670898
	Iteration 28Q: 3 clusters Score -9969054 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -9969192.000000 Penalty: 3661.670898
	Iteration 29Q: 3 clusters Score -9969192 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -9969408.000000 Penalty: 3661.670898
	Iteration 30Q: 3 clusters Score -9969408 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -9969633.000000 Penalty: 3661.670898
	Iteration 31Q: 3 clusters Score -9969633 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -9969901.000000 Penalty: 3661.670898
	Iteration 32Q: 3 clusters Score -9969901 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -9970183.000000 Penalty: 3661.670898
	Iteration 33Q: 3 clusters Score -9970183 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -9970457.000000 Penalty: 3661.670898
	Iteration 34Q: 3 clusters Score -9970457 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -9970872.000000 Penalty: 3661.670898
	Iteration 35Q: 3 clusters Score -9970872 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -9971247.000000 Penalty: 3661.670898
	Iteration 36Q: 3 clusters Score -9971247 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -9971634.000000 Penalty: 3661.670898
	Iteration 37Q: 3 clusters Score -9971634 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -9971964.000000 Penalty: 3661.670898
	Iteration 38Q: 3 clusters Score -9971964 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 68374 members 
Entering Unmasked Estep 
Score: -9972317.000000 Penalty: 3661.670898
	Iteration 39Q: 3 clusters Score -9972317 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -9972649.000000 Penalty: 3661.670898
	Iteration 40F: 3 clusters Score -9972649 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -9972996.000000 Penalty: 3661.670898
	Iteration 41Q: 3 clusters Score -9972996 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -9973322.000000 Penalty: 3661.670898
	Iteration 42Q: 3 clusters Score -9973322 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -9973674.000000 Penalty: 3661.670898
	Iteration 43Q: 3 clusters Score -9973674 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -9973989.000000 Penalty: 3661.670898
	Iteration 44Q: 3 clusters Score -9973989 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -9974205.000000 Penalty: 3661.670898
	Iteration 45Q: 3 clusters Score -9974205 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -9974374.000000 Penalty: 3661.670898
	Iteration 46Q: 3 clusters Score -9974374 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -9974503.000000 Penalty: 3661.670898
	Iteration 47Q: 3 clusters Score -9974503 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -9974602.000000 Penalty: 3661.670898
	Iteration 48Q: 3 clusters Score -9974602 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -9974635.000000 Penalty: 3661.670898
	Iteration 49Q: 3 clusters Score -9974635 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -9974648.000000 Penalty: 3661.670898
	Iteration 50Q: 3 clusters Score -9974648 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -9974681.000000 Penalty: 3661.670898
	Iteration 51Q: 3 clusters Score -9974681 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -9974751.000000 Penalty: 3661.670898
	Iteration 52Q: 3 clusters Score -9974751 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -9974776.000000 Penalty: 3661.670898
	Iteration 53Q: 3 clusters Score -9974776 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -9974783.000000 Penalty: 3661.670898
	Iteration 54Q: 3 clusters Score -9974783 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -9974776.000000 Penalty: 3661.670898
	Iteration 55Q: 3 clusters Score -9974776 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -9974830.000000 Penalty: 3661.670898
	Iteration 56Q: 3 clusters Score -9974830 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -9974848.000000 Penalty: 3661.670898
	Iteration 57Q: 3 clusters Score -9974848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -9974853.000000 Penalty: 3661.670898
	Iteration 58Q: 3 clusters Score -9974853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -9974832.000000 Penalty: 3661.670898
	Iteration 59Q: 3 clusters Score -9974832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -9974834.000000 Penalty: 3661.670898
	Iteration 60F: 3 clusters Score -9974834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -9974847.000000 Penalty: 3661.670898
	Iteration 61Q: 3 clusters Score -9974847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 75684 members 
Entering Unmasked Estep 
Score: -9974862.000000 Penalty: 3661.670898
	Iteration 62Q: 3 clusters Score -9974862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -9974882.000000 Penalty: 3661.670898
	Iteration 63Q: 3 clusters Score -9974882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -9974871.000000 Penalty: 3661.670898
	Iteration 64Q: 3 clusters Score -9974871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -9974877.000000 Penalty: 3661.670898
	Iteration 65Q: 3 clusters Score -9974877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -9974887.000000 Penalty: 3661.670898
	Iteration 66Q: 3 clusters Score -9974887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -9974886.000000 Penalty: 3661.670898
	Iteration 67Q: 3 clusters Score -9974886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -9974872.000000 Penalty: 3661.670898
	Iteration 68Q: 3 clusters Score -9974872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -9974899.000000 Penalty: 3661.670898
	Iteration 69Q: 3 clusters Score -9974899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -9974894.000000 Penalty: 3661.670898
	Iteration 70Q: 3 clusters Score -9974894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 76011 members 
Entering Unmasked Estep 
Score: -9974886.000000 Penalty: 3661.670898
	Iteration 71Q: 3 clusters Score -9974886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -9974898.000000 Penalty: 3661.670898
	Iteration 72Q: 3 clusters Score -9974898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -9974900.000000 Penalty: 3661.670898
	Iteration 73Q: 3 clusters Score -9974900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -9974901.000000 Penalty: 3661.670898
	Iteration 74Q: 3 clusters Score -9974901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
Score: -9974891.000000 Penalty: 3661.670898
	Iteration 75Q: 3 clusters Score -9974891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -9974884.000000 Penalty: 3661.670898
	Iteration 76Q: 3 clusters Score -9974884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -9974893.000000 Penalty: 3661.670898
	Iteration 77Q: 3 clusters Score -9974893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -9974904.000000 Penalty: 3661.670898
	Iteration 78Q: 3 clusters Score -9974904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -9974907.000000 Penalty: 3661.670898
	Iteration 79Q: 3 clusters Score -9974907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -9974908.000000 Penalty: 3661.670898
	Iteration 80F: 3 clusters Score -9974908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -9974901.000000 Penalty: 3661.670898
	Iteration 81Q: 3 clusters Score -9974901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -9974903.000000 Penalty: 3661.670898
	Iteration 82Q: 3 clusters Score -9974903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -9974903.000000 Penalty: 3661.670898
	Iteration 83Q: 3 clusters Score -9974903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -9974894.000000 Penalty: 3661.670898
	Iteration 84Q: 3 clusters Score -9974894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -9974899.000000 Penalty: 3661.670898
	Iteration 85Q: 3 clusters Score -9974899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -9974888.000000 Penalty: 3661.670898
	Iteration 86Q: 3 clusters Score -9974888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -9974890.000000 Penalty: 3661.670898
	Iteration 87Q: 3 clusters Score -9974890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -9974897.000000 Penalty: 3661.670898
	Iteration 88Q: 3 clusters Score -9974897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -9974906.000000 Penalty: 3661.670898
	Iteration 89Q: 3 clusters Score -9974906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -9974897.000000 Penalty: 3661.670898
	Iteration 90Q: 3 clusters Score -9974897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -9974895.000000 Penalty: 3661.670898
	Iteration 91Q: 3 clusters Score -9974895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -9974908.000000 Penalty: 3661.670898
	Iteration 92Q: 3 clusters Score -9974908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -9974902.000000 Penalty: 3661.670898
	Iteration 93Q: 3 clusters Score -9974902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -9974890.000000 Penalty: 3661.670898
	Iteration 94Q: 3 clusters Score -9974890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -9974904.000000 Penalty: 3661.670898
	Iteration 95Q: 3 clusters Score -9974904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -9974910.000000 Penalty: 3661.670898
	Iteration 96Q: 3 clusters Score -9974910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -9974911.000000 Penalty: 3661.670898
	Iteration 97Q: 3 clusters Score -9974911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -9974915.000000 Penalty: 3661.670898
	Iteration 98Q: 3 clusters Score -9974915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -9974917.000000 Penalty: 3661.670898
	Iteration 99Q: 3 clusters Score -9974917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -9974918.000000 Penalty: 3661.670898
	Iteration 100F: 3 clusters Score -9974918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -9974917.000000 Penalty: 3661.670898
	Iteration 101Q: 3 clusters Score -9974917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -9974918.000000 Penalty: 3661.670898
	Iteration 102Q: 3 clusters Score -9974918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -9974920.000000 Penalty: 3661.670898
	Iteration 103Q: 3 clusters Score -9974920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -9974914.000000 Penalty: 3661.670898
	Iteration 104Q: 3 clusters Score -9974914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -9974914.000000 Penalty: 3661.670898
	Iteration 105F: 3 clusters Score -9974914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -14397.435547 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -14397.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13805.991211 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -13805.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13892.062500 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -13892.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13926.047852 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -13926.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13927.063477 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -13927.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13930.633789 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -13930.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13930.633789 Penalty: 1687.711060
	Iteration 5F: 3 clusters Score -13930.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Entering Unmasked Estep 
Score: -700349.250000 Penalty: 1400.503906
	Iteration 0F: 2 clusters Score -700349.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -696038.187500 Penalty: 2801.007812
	Iteration 0F: 3 clusters Score -696038.2 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -697296.187500 Penalty: 2801.007812
	Iteration 1F: 3 clusters Score -697296.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -697533.375000 Penalty: 2801.007812
	Iteration 2F: 3 clusters Score -697533.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -697725.187500 Penalty: 2801.007812
	Iteration 3F: 3 clusters Score -697725.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -697901.562500 Penalty: 2801.007812
	Iteration 4Q: 3 clusters Score -697901.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -698076.625000 Penalty: 2801.007812
	Iteration 5Q: 3 clusters Score -698076.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -698234.562500 Penalty: 2801.007812
	Iteration 6Q: 3 clusters Score -698234.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -698361.625000 Penalty: 2801.007812
	Iteration 7Q: 3 clusters Score -698361.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -698454.000000 Penalty: 2801.007812
	Iteration 8Q: 3 clusters Score -698454 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -698535.687500 Penalty: 2801.007812
	Iteration 9Q: 3 clusters Score -698535.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -698607.875000 Penalty: 2801.007812
	Iteration 10Q: 3 clusters Score -698607.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -698669.437500 Penalty: 2801.007812
	Iteration 11Q: 3 clusters Score -698669.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -698724.125000 Penalty: 2801.007812
	Iteration 12Q: 3 clusters Score -698724.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -698766.812500 Penalty: 2801.007812
	Iteration 13Q: 3 clusters Score -698766.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -698800.875000 Penalty: 2801.007812
	Iteration 14Q: 3 clusters Score -698800.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -698832.562500 Penalty: 2801.007812
	Iteration 15Q: 3 clusters Score -698832.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -698859.250000 Penalty: 2801.007812
	Iteration 16Q: 3 clusters Score -698859.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -698884.500000 Penalty: 2801.007812
	Iteration 17Q: 3 clusters Score -698884.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -698912.750000 Penalty: 2801.007812
	Iteration 18Q: 3 clusters Score -698912.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -698941.937500 Penalty: 2801.007812
	Iteration 19Q: 3 clusters Score -698941.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -698974.187500 Penalty: 2801.007812
	Iteration 20F: 3 clusters Score -698974.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -698998.125000 Penalty: 2801.007812
	Iteration 21Q: 3 clusters Score -698998.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -699024.125000 Penalty: 2801.007812
	Iteration 22Q: 3 clusters Score -699024.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -699048.375000 Penalty: 2801.007812
	Iteration 23Q: 3 clusters Score -699048.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -699075.062500 Penalty: 2801.007812
	Iteration 24Q: 3 clusters Score -699075.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -699093.875000 Penalty: 2801.007812
	Iteration 25Q: 3 clusters Score -699093.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -699103.125000 Penalty: 2801.007812
	Iteration 26Q: 3 clusters Score -699103.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -699110.875000 Penalty: 2801.007812
	Iteration 27Q: 3 clusters Score -699110.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -699121.312500 Penalty: 2801.007812
	Iteration 28Q: 3 clusters Score -699121.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -699129.687500 Penalty: 2801.007812
	Iteration 29Q: 3 clusters Score -699129.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -699131.875000 Penalty: 2801.007812
	Iteration 30Q: 3 clusters Score -699131.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -699137.375000 Penalty: 2801.007812
	Iteration 31Q: 3 clusters Score -699137.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -699140.562500 Penalty: 2801.007812
	Iteration 32Q: 3 clusters Score -699140.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -699144.500000 Penalty: 2801.007812
	Iteration 33Q: 3 clusters Score -699144.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -699145.875000 Penalty: 2801.007812
	Iteration 34Q: 3 clusters Score -699145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -699148.812500 Penalty: 2801.007812
	Iteration 35Q: 3 clusters Score -699148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -699150.625000 Penalty: 2801.007812
	Iteration 36Q: 3 clusters Score -699150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -699154.562500 Penalty: 2801.007812
	Iteration 37Q: 3 clusters Score -699154.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -699156.125000 Penalty: 2801.007812
	Iteration 38Q: 3 clusters Score -699156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -699158.312500 Penalty: 2801.007812
	Iteration 39Q: 3 clusters Score -699158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -699159.250000 Penalty: 2801.007812
	Iteration 40F: 3 clusters Score -699159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -699160.187500 Penalty: 2801.007812
	Iteration 41Q: 3 clusters Score -699160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -699161.125000 Penalty: 2801.007812
	Iteration 42Q: 3 clusters Score -699161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -699161.687500 Penalty: 2801.007812
	Iteration 43Q: 3 clusters Score -699161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -699163.125000 Penalty: 2801.007812
	Iteration 44Q: 3 clusters Score -699163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -699164.312500 Penalty: 2801.007812
	Iteration 45Q: 3 clusters Score -699164.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -699163.250000 Penalty: 2801.007812
	Iteration 46Q: 3 clusters Score -699163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -699166.312500 Penalty: 2801.007812
	Iteration 47Q: 3 clusters Score -699166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -699169.375000 Penalty: 2801.007812
	Iteration 48Q: 3 clusters Score -699169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -699170.625000 Penalty: 2801.007812
	Iteration 49Q: 3 clusters Score -699170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -699174.062500 Penalty: 2801.007812
	Iteration 50Q: 3 clusters Score -699174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -699181.500000 Penalty: 2801.007812
	Iteration 51Q: 3 clusters Score -699181.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -699189.125000 Penalty: 2801.007812
	Iteration 52Q: 3 clusters Score -699189.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -699202.062500 Penalty: 2801.007812
	Iteration 53Q: 3 clusters Score -699202.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -699218.687500 Penalty: 2801.007812
	Iteration 54Q: 3 clusters Score -699218.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -699249.062500 Penalty: 2801.007812
	Iteration 55Q: 3 clusters Score -699249.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -699286.125000 Penalty: 2801.007812
	Iteration 56Q: 3 clusters Score -699286.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -699336.500000 Penalty: 2801.007812
	Iteration 57Q: 3 clusters Score -699336.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -699392.312500 Penalty: 2801.007812
	Iteration 58Q: 3 clusters Score -699392.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -699418.875000 Penalty: 2801.007812
	Iteration 59Q: 3 clusters Score -699418.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -699433.250000 Penalty: 2801.007812
	Iteration 60F: 3 clusters Score -699433.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -699442.437500 Penalty: 2801.007812
	Iteration 61Q: 3 clusters Score -699442.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -699451.062500 Penalty: 2801.007812
	Iteration 62Q: 3 clusters Score -699451.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -699457.437500 Penalty: 2801.007812
	Iteration 63Q: 3 clusters Score -699457.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -699464.125000 Penalty: 2801.007812
	Iteration 64Q: 3 clusters Score -699464.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -699473.562500 Penalty: 2801.007812
	Iteration 65Q: 3 clusters Score -699473.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -699478.625000 Penalty: 2801.007812
	Iteration 66Q: 3 clusters Score -699478.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -699483.062500 Penalty: 2801.007812
	Iteration 67Q: 3 clusters Score -699483.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -699485.812500 Penalty: 2801.007812
	Iteration 68Q: 3 clusters Score -699485.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -699490.250000 Penalty: 2801.007812
	Iteration 69Q: 3 clusters Score -699490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -699489.750000 Penalty: 2801.007812
	Iteration 70Q: 3 clusters Score -699489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -699490.125000 Penalty: 2801.007812
	Iteration 71Q: 3 clusters Score -699490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -699489.687500 Penalty: 2801.007812
	Iteration 72Q: 3 clusters Score -699489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -699489.562500 Penalty: 2801.007812
	Iteration 73Q: 3 clusters Score -699489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -699489.562500 Penalty: 2801.007812
	Iteration 74F: 3 clusters Score -699489.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Entering Unmasked Estep 
Score: -10613027.000000 Penalty: 1840.385742
	Iteration 0F: 2 clusters Score -1.061303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -10562565.000000 Penalty: 3680.771484
	Iteration 0F: 3 clusters Score -1.056256e+07 nChanged 39629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -10586255.000000 Penalty: 3680.771484
	Iteration 1F: 3 clusters Score -1.058626e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -10587663.000000 Penalty: 3680.771484
	Iteration 2Q: 3 clusters Score -1.058766e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -10589921.000000 Penalty: 3680.771484
	Iteration 3F: 3 clusters Score -1.058992e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -10593668.000000 Penalty: 3680.771484
	Iteration 4F: 3 clusters Score -1.059367e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -10598762.000000 Penalty: 3680.771484
	Iteration 5F: 3 clusters Score -1.059876e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -10602614.000000 Penalty: 3680.771484
	Iteration 6F: 3 clusters Score -1.060261e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -10604080.000000 Penalty: 3680.771484
	Iteration 7Q: 3 clusters Score -1.060408e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -10604442.000000 Penalty: 3680.771484
	Iteration 8Q: 3 clusters Score -1.060444e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -10604520.000000 Penalty: 3680.771484
	Iteration 9Q: 3 clusters Score -1.060452e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -10604668.000000 Penalty: 3680.771484
	Iteration 10Q: 3 clusters Score -1.060467e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -10604714.000000 Penalty: 3680.771484
	Iteration 11Q: 3 clusters Score -1.060471e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -10604859.000000 Penalty: 3680.771484
	Iteration 12Q: 3 clusters Score -1.060486e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -10604997.000000 Penalty: 3680.771484
	Iteration 13Q: 3 clusters Score -1.0605e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -10605129.000000 Penalty: 3680.771484
	Iteration 14Q: 3 clusters Score -1.060513e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -10605263.000000 Penalty: 3680.771484
	Iteration 15Q: 3 clusters Score -1.060526e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -10605484.000000 Penalty: 3680.771484
	Iteration 16Q: 3 clusters Score -1.060548e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -10605670.000000 Penalty: 3680.771484
	Iteration 17Q: 3 clusters Score -1.060567e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -10605817.000000 Penalty: 3680.771484
	Iteration 18Q: 3 clusters Score -1.060582e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -10605844.000000 Penalty: 3680.771484
	Iteration 19Q: 3 clusters Score -1.060584e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -10605882.000000 Penalty: 3680.771484
	Iteration 20F: 3 clusters Score -1.060588e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -10605929.000000 Penalty: 3680.771484
	Iteration 21Q: 3 clusters Score -1.060593e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -10606004.000000 Penalty: 3680.771484
	Iteration 22Q: 3 clusters Score -1.0606e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -10606112.000000 Penalty: 3680.771484
	Iteration 23Q: 3 clusters Score -1.060611e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -10606275.000000 Penalty: 3680.771484
	Iteration 24Q: 3 clusters Score -1.060628e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -10606560.000000 Penalty: 3680.771484
	Iteration 25Q: 3 clusters Score -1.060656e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -10606872.000000 Penalty: 3680.771484
	Iteration 26Q: 3 clusters Score -1.060687e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -10607334.000000 Penalty: 3680.771484
	Iteration 27Q: 3 clusters Score -1.060733e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -10607966.000000 Penalty: 3680.771484
	Iteration 28Q: 3 clusters Score -1.060797e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -10609087.000000 Penalty: 3680.771484
	Iteration 29Q: 3 clusters Score -1.060909e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -10610140.000000 Penalty: 3680.771484
	Iteration 30Q: 3 clusters Score -1.061014e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -10610721.000000 Penalty: 3680.771484
	Iteration 31Q: 3 clusters Score -1.061072e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -10610965.000000 Penalty: 3680.771484
	Iteration 32Q: 3 clusters Score -1.061096e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -10611049.000000 Penalty: 3680.771484
	Iteration 33Q: 3 clusters Score -1.061105e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -10611165.000000 Penalty: 3680.771484
	Iteration 34Q: 3 clusters Score -1.061116e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -10611242.000000 Penalty: 3680.771484
	Iteration 35Q: 3 clusters Score -1.061124e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -10611288.000000 Penalty: 3680.771484
	Iteration 36Q: 3 clusters Score -1.061129e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -10611345.000000 Penalty: 3680.771484
	Iteration 37Q: 3 clusters Score -1.061134e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10611370.000000 Penalty: 3680.771484
	Iteration 38Q: 3 clusters Score -1.061137e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10611427.000000 Penalty: 3680.771484
	Iteration 39Q: 3 clusters Score -1.061143e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10611640.000000 Penalty: 3680.771484
	Iteration 40F: 3 clusters Score -1.061164e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10611640.000000 Penalty: 3680.771484
	Iteration 41Q: 3 clusters Score -1.061164e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10611644.000000 Penalty: 3680.771484
	Iteration 42Q: 3 clusters Score -1.061164e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10611638.000000 Penalty: 3680.771484
	Iteration 43Q: 3 clusters Score -1.061164e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10611641.000000 Penalty: 3680.771484
	Iteration 44Q: 3 clusters Score -1.061164e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10611629.000000 Penalty: 3680.771484
	Iteration 45Q: 3 clusters Score -1.061163e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10611607.000000 Penalty: 3680.771484
	Iteration 46Q: 3 clusters Score -1.061161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10611631.000000 Penalty: 3680.771484
	Iteration 47Q: 3 clusters Score -1.061163e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10611641.000000 Penalty: 3680.771484
	Iteration 48Q: 3 clusters Score -1.061164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10611654.000000 Penalty: 3680.771484
	Iteration 49Q: 3 clusters Score -1.061165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82553 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10611654.000000 Penalty: 3680.771484
	Iteration 50Q: 3 clusters Score -1.061165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10611662.000000 Penalty: 3680.771484
	Iteration 51Q: 3 clusters Score -1.061166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10611657.000000 Penalty: 3680.771484
	Iteration 52Q: 3 clusters Score -1.061166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10611661.000000 Penalty: 3680.771484
	Iteration 53Q: 3 clusters Score -1.061166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10611660.000000 Penalty: 3680.771484
	Iteration 54Q: 3 clusters Score -1.061166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10611663.000000 Penalty: 3680.771484
	Iteration 55Q: 3 clusters Score -1.061166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10611682.000000 Penalty: 3680.771484
	Iteration 56Q: 3 clusters Score -1.061168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10611682.000000 Penalty: 3680.771484
	Iteration 57Q: 3 clusters Score -1.061168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10611679.000000 Penalty: 3680.771484
	Iteration 58Q: 3 clusters Score -1.061168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10611676.000000 Penalty: 3680.771484
	Iteration 59Q: 3 clusters Score -1.061168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10611687.000000 Penalty: 3680.771484
	Iteration 60F: 3 clusters Score -1.061169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10611685.000000 Penalty: 3680.771484
	Iteration 61Q: 3 clusters Score -1.061168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10611691.000000 Penalty: 3680.771484
	Iteration 62Q: 3 clusters Score -1.061169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10611692.000000 Penalty: 3680.771484
	Iteration 63Q: 3 clusters Score -1.061169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10611699.000000 Penalty: 3680.771484
	Iteration 64Q: 3 clusters Score -1.06117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10611699.000000 Penalty: 3680.771484
	Iteration 65F: 3 clusters Score -1.06117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -167117.500000 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -167117.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -165453.562500 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -165453.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -165886.406250 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -165886.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -166040.187500 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -166040.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -166184.984375 Penalty: 2368.901367
	Iteration 3F: 3 clusters Score -166185 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -166391.937500 Penalty: 2368.901367
	Iteration 4F: 3 clusters Score -166391.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -166685.187500 Penalty: 2368.901367
	Iteration 5F: 3 clusters Score -166685.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -166951.046875 Penalty: 2368.901367
	Iteration 6F: 3 clusters Score -166951 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -167139.593750 Penalty: 2368.901367
	Iteration 7F: 3 clusters Score -167139.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167235.078125 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -167235.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -167309.421875 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -167309.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167364.500000 Penalty: 2368.901367
	Iteration 10Q: 3 clusters Score -167364.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167398.640625 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -167398.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -167426.718750 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -167426.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -167444.890625 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -167444.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -167469.562500 Penalty: 2368.901367
	Iteration 14Q: 3 clusters Score -167469.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167487.140625 Penalty: 2368.901367
	Iteration 15Q: 3 clusters Score -167487.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -167491.750000 Penalty: 2368.901367
	Iteration 16Q: 3 clusters Score -167491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -167493.593750 Penalty: 2368.901367
	Iteration 17Q: 3 clusters Score -167493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -167493.593750 Penalty: 2368.901367
	Iteration 18F: 3 clusters Score -167493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 531 members 
Mstep: Class 4 contains 56564 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78173 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 14 contains 37300 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71365 members 
Entering Unmasked Estep 
Score: -65806728.000000 Penalty: 32109.041016
Splitting cluster 11 changes total score from -65807276.000000 to -65806728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (37300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Entering Unmasked Estep 
Score: -4734649.500000 Penalty: 1710.596680
	Iteration 0F: 2 clusters Score -4734650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -4709544.000000 Penalty: 3421.193359
	Iteration 0F: 3 clusters Score -4709544 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4719424.000000 Penalty: 3421.193359
	Iteration 1F: 3 clusters Score -4719424 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4720016.000000 Penalty: 3421.193359
	Iteration 2Q: 3 clusters Score -4720016 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -4720636.500000 Penalty: 3421.193359
	Iteration 3Q: 3 clusters Score -4720636 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4721372.000000 Penalty: 3421.193359
	Iteration 4Q: 3 clusters Score -4721372 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4722431.500000 Penalty: 3421.193359
	Iteration 5F: 3 clusters Score -4722432 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -4723869.000000 Penalty: 3421.193359
	Iteration 6F: 3 clusters Score -4723869 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4725650.500000 Penalty: 3421.193359
	Iteration 7F: 3 clusters Score -4725650 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -4727643.000000 Penalty: 3421.193359
	Iteration 8F: 3 clusters Score -4727643 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4729433.000000 Penalty: 3421.193359
	Iteration 9F: 3 clusters Score -4729433 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4730761.500000 Penalty: 3421.193359
	Iteration 10Q: 3 clusters Score -4730762 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4731622.500000 Penalty: 3421.193359
	Iteration 11Q: 3 clusters Score -4731622 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4732150.500000 Penalty: 3421.193359
	Iteration 12Q: 3 clusters Score -4732150 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4732527.000000 Penalty: 3421.193359
	Iteration 13Q: 3 clusters Score -4732527 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4732734.500000 Penalty: 3421.193359
	Iteration 14Q: 3 clusters Score -4732734 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4732861.000000 Penalty: 3421.193359
	Iteration 15Q: 3 clusters Score -4732861 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4732941.500000 Penalty: 3421.193359
	Iteration 16Q: 3 clusters Score -4732942 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4733011.500000 Penalty: 3421.193359
	Iteration 17Q: 3 clusters Score -4733012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4733055.000000 Penalty: 3421.193359
	Iteration 18Q: 3 clusters Score -4733055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4733087.000000 Penalty: 3421.193359
	Iteration 19Q: 3 clusters Score -4733087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4733122.000000 Penalty: 3421.193359
	Iteration 20F: 3 clusters Score -4733122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4733149.500000 Penalty: 3421.193359
	Iteration 21Q: 3 clusters Score -4733150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4733170.500000 Penalty: 3421.193359
	Iteration 22Q: 3 clusters Score -4733170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4733189.000000 Penalty: 3421.193359
	Iteration 23Q: 3 clusters Score -4733189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4733195.500000 Penalty: 3421.193359
	Iteration 24Q: 3 clusters Score -4733196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4733205.500000 Penalty: 3421.193359
	Iteration 25Q: 3 clusters Score -4733206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4733211.000000 Penalty: 3421.193359
	Iteration 26Q: 3 clusters Score -4733211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4733216.000000 Penalty: 3421.193359
	Iteration 27Q: 3 clusters Score -4733216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4733222.000000 Penalty: 3421.193359
	Iteration 28Q: 3 clusters Score -4733222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4733230.500000 Penalty: 3421.193359
	Iteration 29Q: 3 clusters Score -4733230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4733241.500000 Penalty: 3421.193359
	Iteration 30Q: 3 clusters Score -4733242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4733242.500000 Penalty: 3421.193359
	Iteration 31Q: 3 clusters Score -4733242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4733249.000000 Penalty: 3421.193359
	Iteration 32Q: 3 clusters Score -4733249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4733252.000000 Penalty: 3421.193359
	Iteration 33Q: 3 clusters Score -4733252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4733249.000000 Penalty: 3421.193359
	Iteration 34Q: 3 clusters Score -4733249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4733250.500000 Penalty: 3421.193359
	Iteration 35Q: 3 clusters Score -4733250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4733248.500000 Penalty: 3421.193359
	Iteration 36Q: 3 clusters Score -4733248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4733253.500000 Penalty: 3421.193359
	Iteration 37Q: 3 clusters Score -4733254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4733253.500000 Penalty: 3421.193359
	Iteration 38Q: 3 clusters Score -4733254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4733249.500000 Penalty: 3421.193359
	Iteration 39Q: 3 clusters Score -4733250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4733252.500000 Penalty: 3421.193359
	Iteration 40F: 3 clusters Score -4733252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4733254.000000 Penalty: 3421.193359
	Iteration 41Q: 3 clusters Score -4733254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4733255.500000 Penalty: 3421.193359
	Iteration 42Q: 3 clusters Score -4733256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4733253.500000 Penalty: 3421.193359
	Iteration 43Q: 3 clusters Score -4733254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4733256.000000 Penalty: 3421.193359
	Iteration 44Q: 3 clusters Score -4733256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4733258.000000 Penalty: 3421.193359
	Iteration 45Q: 3 clusters Score -4733258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4733258.000000 Penalty: 3421.193359
	Iteration 46F: 3 clusters Score -4733258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Entering Unmasked Estep 
Score: -5165885.000000 Penalty: 1724.492554
	Iteration 0F: 2 clusters Score -5165885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5138629.500000 Penalty: 3448.985107
	Iteration 0F: 3 clusters Score -5138630 nChanged 18818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5149208.000000 Penalty: 3448.985107
	Iteration 1F: 3 clusters Score -5149208 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -5149614.500000 Penalty: 3448.985107
	Iteration 2Q: 3 clusters Score -5149614 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -5150003.000000 Penalty: 3448.985107
	Iteration 3Q: 3 clusters Score -5150003 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -5150404.000000 Penalty: 3448.985107
	Iteration 4Q: 3 clusters Score -5150404 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5150864.500000 Penalty: 3448.985107
	Iteration 5Q: 3 clusters Score -5150864 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -5151478.000000 Penalty: 3448.985107
	Iteration 6Q: 3 clusters Score -5151478 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -5152326.500000 Penalty: 3448.985107
	Iteration 7Q: 3 clusters Score -5152326 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5153561.000000 Penalty: 3448.985107
	Iteration 8Q: 3 clusters Score -5153561 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -5155162.500000 Penalty: 3448.985107
	Iteration 9F: 3 clusters Score -5155162 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -5156828.000000 Penalty: 3448.985107
	Iteration 10F: 3 clusters Score -5156828 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -5158008.500000 Penalty: 3448.985107
	Iteration 11F: 3 clusters Score -5158008 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5158610.500000 Penalty: 3448.985107
	Iteration 12Q: 3 clusters Score -5158610 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -5158910.000000 Penalty: 3448.985107
	Iteration 13Q: 3 clusters Score -5158910 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -5159092.500000 Penalty: 3448.985107
	Iteration 14Q: 3 clusters Score -5159092 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -5159292.500000 Penalty: 3448.985107
	Iteration 15Q: 3 clusters Score -5159292 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -5159436.000000 Penalty: 3448.985107
	Iteration 16Q: 3 clusters Score -5159436 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5159613.500000 Penalty: 3448.985107
	Iteration 17Q: 3 clusters Score -5159614 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -5159786.500000 Penalty: 3448.985107
	Iteration 18Q: 3 clusters Score -5159786 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -5159941.000000 Penalty: 3448.985107
	Iteration 19Q: 3 clusters Score -5159941 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -5160101.500000 Penalty: 3448.985107
	Iteration 20F: 3 clusters Score -5160102 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -5160276.000000 Penalty: 3448.985107
	Iteration 21Q: 3 clusters Score -5160276 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -5160455.000000 Penalty: 3448.985107
	Iteration 22Q: 3 clusters Score -5160455 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -5160636.000000 Penalty: 3448.985107
	Iteration 23Q: 3 clusters Score -5160636 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -5160825.000000 Penalty: 3448.985107
	Iteration 24Q: 3 clusters Score -5160825 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -5161045.000000 Penalty: 3448.985107
	Iteration 25Q: 3 clusters Score -5161045 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -5161255.500000 Penalty: 3448.985107
	Iteration 26Q: 3 clusters Score -5161256 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -5161445.500000 Penalty: 3448.985107
	Iteration 27Q: 3 clusters Score -5161446 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -5161695.500000 Penalty: 3448.985107
	Iteration 28Q: 3 clusters Score -5161696 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -5161941.500000 Penalty: 3448.985107
	Iteration 29Q: 3 clusters Score -5161942 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -5162186.000000 Penalty: 3448.985107
	Iteration 30Q: 3 clusters Score -5162186 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -5162430.000000 Penalty: 3448.985107
	Iteration 31Q: 3 clusters Score -5162430 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -5162602.500000 Penalty: 3448.985107
	Iteration 32Q: 3 clusters Score -5162602 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -5162767.500000 Penalty: 3448.985107
	Iteration 33Q: 3 clusters Score -5162768 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5162935.500000 Penalty: 3448.985107
	Iteration 34Q: 3 clusters Score -5162936 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -5163106.500000 Penalty: 3448.985107
	Iteration 35Q: 3 clusters Score -5163106 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5163256.500000 Penalty: 3448.985107
	Iteration 36Q: 3 clusters Score -5163256 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -5163375.500000 Penalty: 3448.985107
	Iteration 37Q: 3 clusters Score -5163376 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -5163511.500000 Penalty: 3448.985107
	Iteration 38Q: 3 clusters Score -5163512 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -5163655.500000 Penalty: 3448.985107
	Iteration 39Q: 3 clusters Score -5163656 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5163746.000000 Penalty: 3448.985107
	Iteration 40F: 3 clusters Score -5163746 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -5163844.000000 Penalty: 3448.985107
	Iteration 41Q: 3 clusters Score -5163844 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5163945.500000 Penalty: 3448.985107
	Iteration 42Q: 3 clusters Score -5163946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -5164029.500000 Penalty: 3448.985107
	Iteration 43Q: 3 clusters Score -5164030 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -5164110.500000 Penalty: 3448.985107
	Iteration 44Q: 3 clusters Score -5164110 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -5164171.500000 Penalty: 3448.985107
	Iteration 45Q: 3 clusters Score -5164172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -5164214.500000 Penalty: 3448.985107
	Iteration 46Q: 3 clusters Score -5164214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5164254.500000 Penalty: 3448.985107
	Iteration 47Q: 3 clusters Score -5164254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -5164273.000000 Penalty: 3448.985107
	Iteration 48Q: 3 clusters Score -5164273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -5164297.000000 Penalty: 3448.985107
	Iteration 49Q: 3 clusters Score -5164297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5164319.500000 Penalty: 3448.985107
	Iteration 50Q: 3 clusters Score -5164320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -5164319.500000 Penalty: 3448.985107
	Iteration 51Q: 3 clusters Score -5164320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5164329.000000 Penalty: 3448.985107
	Iteration 52Q: 3 clusters Score -5164329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5164329.500000 Penalty: 3448.985107
	Iteration 53Q: 3 clusters Score -5164330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5164331.000000 Penalty: 3448.985107
	Iteration 54Q: 3 clusters Score -5164331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -5164335.500000 Penalty: 3448.985107
	Iteration 55Q: 3 clusters Score -5164336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5164341.000000 Penalty: 3448.985107
	Iteration 56Q: 3 clusters Score -5164341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -5164337.500000 Penalty: 3448.985107
	Iteration 57Q: 3 clusters Score -5164338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -5164345.500000 Penalty: 3448.985107
	Iteration 58Q: 3 clusters Score -5164346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -5164347.500000 Penalty: 3448.985107
	Iteration 59Q: 3 clusters Score -5164348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5164355.500000 Penalty: 3448.985107
	Iteration 60F: 3 clusters Score -5164356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -5164350.500000 Penalty: 3448.985107
	Iteration 61Q: 3 clusters Score -5164350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -5164360.000000 Penalty: 3448.985107
	Iteration 62Q: 3 clusters Score -5164360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -5164364.000000 Penalty: 3448.985107
	Iteration 63Q: 3 clusters Score -5164364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5164364.500000 Penalty: 3448.985107
	Iteration 64Q: 3 clusters Score -5164364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5164365.500000 Penalty: 3448.985107
	Iteration 65Q: 3 clusters Score -5164366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -5164366.000000 Penalty: 3448.985107
	Iteration 66Q: 3 clusters Score -5164366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5164372.500000 Penalty: 3448.985107
	Iteration 67Q: 3 clusters Score -5164372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -5164380.000000 Penalty: 3448.985107
	Iteration 68Q: 3 clusters Score -5164380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5164385.000000 Penalty: 3448.985107
	Iteration 69Q: 3 clusters Score -5164385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -5164393.500000 Penalty: 3448.985107
	Iteration 70Q: 3 clusters Score -5164394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -5164397.500000 Penalty: 3448.985107
	Iteration 71Q: 3 clusters Score -5164398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -5164401.500000 Penalty: 3448.985107
	Iteration 72Q: 3 clusters Score -5164402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -5164403.500000 Penalty: 3448.985107
	Iteration 73Q: 3 clusters Score -5164404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5164405.000000 Penalty: 3448.985107
	Iteration 74Q: 3 clusters Score -5164405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -5164409.000000 Penalty: 3448.985107
	Iteration 75Q: 3 clusters Score -5164409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5164410.500000 Penalty: 3448.985107
	Iteration 76Q: 3 clusters Score -5164410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5164407.000000 Penalty: 3448.985107
	Iteration 77Q: 3 clusters Score -5164407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -5164411.000000 Penalty: 3448.985107
	Iteration 78Q: 3 clusters Score -5164411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5164410.000000 Penalty: 3448.985107
	Iteration 79Q: 3 clusters Score -5164410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5164409.000000 Penalty: 3448.985107
	Iteration 80F: 3 clusters Score -5164409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Entering Unmasked Estep 
Score: -6425283.500000 Penalty: 1757.327515
	Iteration 0F: 2 clusters Score -6425284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -6392298.000000 Penalty: 3514.655029
	Iteration 0F: 3 clusters Score -6392298 nChanged 23411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -6405417.000000 Penalty: 3514.655029
	Iteration 1F: 3 clusters Score -6405417 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -6405791.500000 Penalty: 3514.655029
	Iteration 2Q: 3 clusters Score -6405792 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -6406184.500000 Penalty: 3514.655029
	Iteration 3Q: 3 clusters Score -6406184 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -6406558.500000 Penalty: 3514.655029
	Iteration 4Q: 3 clusters Score -6406558 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -6407016.500000 Penalty: 3514.655029
	Iteration 5Q: 3 clusters Score -6407016 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -6407574.500000 Penalty: 3514.655029
	Iteration 6Q: 3 clusters Score -6407574 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -6408295.500000 Penalty: 3514.655029
	Iteration 7Q: 3 clusters Score -6408296 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -6409355.000000 Penalty: 3514.655029
	Iteration 8Q: 3 clusters Score -6409355 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -6410957.000000 Penalty: 3514.655029
	Iteration 9F: 3 clusters Score -6410957 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -6413088.500000 Penalty: 3514.655029
	Iteration 10F: 3 clusters Score -6413088 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -6415572.500000 Penalty: 3514.655029
	Iteration 11F: 3 clusters Score -6415572 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -6417598.000000 Penalty: 3514.655029
	Iteration 12F: 3 clusters Score -6417598 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -6418934.500000 Penalty: 3514.655029
	Iteration 13Q: 3 clusters Score -6418934 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -6419668.000000 Penalty: 3514.655029
	Iteration 14Q: 3 clusters Score -6419668 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -6420064.000000 Penalty: 3514.655029
	Iteration 15Q: 3 clusters Score -6420064 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -6420380.000000 Penalty: 3514.655029
	Iteration 16Q: 3 clusters Score -6420380 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -6420621.500000 Penalty: 3514.655029
	Iteration 17Q: 3 clusters Score -6420622 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -6420871.500000 Penalty: 3514.655029
	Iteration 18Q: 3 clusters Score -6420872 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -6421071.000000 Penalty: 3514.655029
	Iteration 19Q: 3 clusters Score -6421071 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -6421270.000000 Penalty: 3514.655029
	Iteration 20F: 3 clusters Score -6421270 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -6421416.500000 Penalty: 3514.655029
	Iteration 21Q: 3 clusters Score -6421416 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -6421543.000000 Penalty: 3514.655029
	Iteration 22Q: 3 clusters Score -6421543 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -6421636.500000 Penalty: 3514.655029
	Iteration 23Q: 3 clusters Score -6421636 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -6421768.000000 Penalty: 3514.655029
	Iteration 24Q: 3 clusters Score -6421768 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -6421876.500000 Penalty: 3514.655029
	Iteration 25Q: 3 clusters Score -6421876 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -6421965.000000 Penalty: 3514.655029
	Iteration 26Q: 3 clusters Score -6421965 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -6422069.500000 Penalty: 3514.655029
	Iteration 27Q: 3 clusters Score -6422070 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -6422175.500000 Penalty: 3514.655029
	Iteration 28Q: 3 clusters Score -6422176 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6422257.000000 Penalty: 3514.655029
	Iteration 29Q: 3 clusters Score -6422257 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -6422340.500000 Penalty: 3514.655029
	Iteration 30Q: 3 clusters Score -6422340 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -6422421.500000 Penalty: 3514.655029
	Iteration 31Q: 3 clusters Score -6422422 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6422511.000000 Penalty: 3514.655029
	Iteration 32Q: 3 clusters Score -6422511 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -6422593.500000 Penalty: 3514.655029
	Iteration 33Q: 3 clusters Score -6422594 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -6422712.500000 Penalty: 3514.655029
	Iteration 34Q: 3 clusters Score -6422712 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -6422774.000000 Penalty: 3514.655029
	Iteration 35Q: 3 clusters Score -6422774 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -6422855.000000 Penalty: 3514.655029
	Iteration 36Q: 3 clusters Score -6422855 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -6422937.500000 Penalty: 3514.655029
	Iteration 37Q: 3 clusters Score -6422938 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -6423018.000000 Penalty: 3514.655029
	Iteration 38Q: 3 clusters Score -6423018 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -6423061.500000 Penalty: 3514.655029
	Iteration 39Q: 3 clusters Score -6423062 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -6423133.000000 Penalty: 3514.655029
	Iteration 40F: 3 clusters Score -6423133 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -6423163.500000 Penalty: 3514.655029
	Iteration 41Q: 3 clusters Score -6423164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -6423219.000000 Penalty: 3514.655029
	Iteration 42Q: 3 clusters Score -6423219 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -6423261.500000 Penalty: 3514.655029
	Iteration 43Q: 3 clusters Score -6423262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -6423307.500000 Penalty: 3514.655029
	Iteration 44Q: 3 clusters Score -6423308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -6423334.000000 Penalty: 3514.655029
	Iteration 45Q: 3 clusters Score -6423334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -6423371.000000 Penalty: 3514.655029
	Iteration 46Q: 3 clusters Score -6423371 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -6423403.000000 Penalty: 3514.655029
	Iteration 47Q: 3 clusters Score -6423403 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -6423436.000000 Penalty: 3514.655029
	Iteration 48Q: 3 clusters Score -6423436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -6423458.000000 Penalty: 3514.655029
	Iteration 49Q: 3 clusters Score -6423458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -6423469.500000 Penalty: 3514.655029
	Iteration 50Q: 3 clusters Score -6423470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -6423486.500000 Penalty: 3514.655029
	Iteration 51Q: 3 clusters Score -6423486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -6423506.000000 Penalty: 3514.655029
	Iteration 52Q: 3 clusters Score -6423506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -6423538.500000 Penalty: 3514.655029
	Iteration 53Q: 3 clusters Score -6423538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -6423544.500000 Penalty: 3514.655029
	Iteration 54Q: 3 clusters Score -6423544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -6423560.500000 Penalty: 3514.655029
	Iteration 55Q: 3 clusters Score -6423560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -6423579.500000 Penalty: 3514.655029
	Iteration 56Q: 3 clusters Score -6423580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -6423598.000000 Penalty: 3514.655029
	Iteration 57Q: 3 clusters Score -6423598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -6423617.500000 Penalty: 3514.655029
	Iteration 58Q: 3 clusters Score -6423618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -6423633.000000 Penalty: 3514.655029
	Iteration 59Q: 3 clusters Score -6423633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -6423646.000000 Penalty: 3514.655029
	Iteration 60F: 3 clusters Score -6423646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -6423664.500000 Penalty: 3514.655029
	Iteration 61Q: 3 clusters Score -6423664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -6423670.000000 Penalty: 3514.655029
	Iteration 62Q: 3 clusters Score -6423670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -6423674.000000 Penalty: 3514.655029
	Iteration 63Q: 3 clusters Score -6423674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -6423672.000000 Penalty: 3514.655029
	Iteration 64Q: 3 clusters Score -6423672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -6423684.500000 Penalty: 3514.655029
	Iteration 65Q: 3 clusters Score -6423684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -6423691.500000 Penalty: 3514.655029
	Iteration 66Q: 3 clusters Score -6423692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -6423698.500000 Penalty: 3514.655029
	Iteration 67Q: 3 clusters Score -6423698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -6423699.500000 Penalty: 3514.655029
	Iteration 68Q: 3 clusters Score -6423700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -6423701.000000 Penalty: 3514.655029
	Iteration 69Q: 3 clusters Score -6423701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -6423699.000000 Penalty: 3514.655029
	Iteration 70Q: 3 clusters Score -6423699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -6423701.500000 Penalty: 3514.655029
	Iteration 71Q: 3 clusters Score -6423702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -6423706.500000 Penalty: 3514.655029
	Iteration 72Q: 3 clusters Score -6423706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -6423703.000000 Penalty: 3514.655029
	Iteration 73Q: 3 clusters Score -6423703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -6423702.000000 Penalty: 3514.655029
	Iteration 74Q: 3 clusters Score -6423702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -6423702.000000 Penalty: 3514.655029
	Iteration 75F: 3 clusters Score -6423702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Entering Unmasked Estep 
Score: -1853595.125000 Penalty: 1558.187378
	Iteration 0F: 2 clusters Score -1853595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1843473.250000 Penalty: 3116.374756
	Iteration 0F: 3 clusters Score -1843473 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1846872.625000 Penalty: 3116.374756
	Iteration 1F: 3 clusters Score -1846873 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1847146.000000 Penalty: 3116.374756
	Iteration 2F: 3 clusters Score -1847146 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1847372.875000 Penalty: 3116.374756
	Iteration 3Q: 3 clusters Score -1847373 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1847590.625000 Penalty: 3116.374756
	Iteration 4Q: 3 clusters Score -1847591 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1847854.375000 Penalty: 3116.374756
	Iteration 5Q: 3 clusters Score -1847854 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1848175.750000 Penalty: 3116.374756
	Iteration 6Q: 3 clusters Score -1848176 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1848589.000000 Penalty: 3116.374756
	Iteration 7Q: 3 clusters Score -1848589 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1849147.875000 Penalty: 3116.374756
	Iteration 8F: 3 clusters Score -1849148 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1849860.500000 Penalty: 3116.374756
	Iteration 9F: 3 clusters Score -1849860 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1850567.625000 Penalty: 3116.374756
	Iteration 10F: 3 clusters Score -1850568 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1851174.250000 Penalty: 3116.374756
	Iteration 11Q: 3 clusters Score -1851174 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1851559.000000 Penalty: 3116.374756
	Iteration 12Q: 3 clusters Score -1851559 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1851788.500000 Penalty: 3116.374756
	Iteration 13Q: 3 clusters Score -1851788 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1851927.500000 Penalty: 3116.374756
	Iteration 14Q: 3 clusters Score -1851928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1852009.500000 Penalty: 3116.374756
	Iteration 15Q: 3 clusters Score -1852010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1852075.000000 Penalty: 3116.374756
	Iteration 16Q: 3 clusters Score -1852075 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1852115.250000 Penalty: 3116.374756
	Iteration 17Q: 3 clusters Score -1852115 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1852156.875000 Penalty: 3116.374756
	Iteration 18Q: 3 clusters Score -1852157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1852172.625000 Penalty: 3116.374756
	Iteration 19Q: 3 clusters Score -1852173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1852183.125000 Penalty: 3116.374756
	Iteration 20F: 3 clusters Score -1852183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1852200.625000 Penalty: 3116.374756
	Iteration 21Q: 3 clusters Score -1852201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1852205.125000 Penalty: 3116.374756
	Iteration 22Q: 3 clusters Score -1852205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1852213.000000 Penalty: 3116.374756
	Iteration 23Q: 3 clusters Score -1852213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1852213.000000 Penalty: 3116.374756
	Iteration 24Q: 3 clusters Score -1852213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1852216.500000 Penalty: 3116.374756
	Iteration 25Q: 3 clusters Score -1852216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1852216.500000 Penalty: 3116.374756
	Iteration 26Q: 3 clusters Score -1852216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1852220.000000 Penalty: 3116.374756
	Iteration 27Q: 3 clusters Score -1852220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1852219.375000 Penalty: 3116.374756
	Iteration 28Q: 3 clusters Score -1852219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1852218.250000 Penalty: 3116.374756
	Iteration 29Q: 3 clusters Score -1852218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1852220.000000 Penalty: 3116.374756
	Iteration 30Q: 3 clusters Score -1852220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1852220.500000 Penalty: 3116.374756
	Iteration 31Q: 3 clusters Score -1852220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1852222.750000 Penalty: 3116.374756
	Iteration 32Q: 3 clusters Score -1852223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1852226.125000 Penalty: 3116.374756
	Iteration 33Q: 3 clusters Score -1852226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1852228.875000 Penalty: 3116.374756
	Iteration 34Q: 3 clusters Score -1852229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1852231.750000 Penalty: 3116.374756
	Iteration 35Q: 3 clusters Score -1852232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1852231.875000 Penalty: 3116.374756
	Iteration 36Q: 3 clusters Score -1852232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1852236.000000 Penalty: 3116.374756
	Iteration 37Q: 3 clusters Score -1852236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1852239.750000 Penalty: 3116.374756
	Iteration 38Q: 3 clusters Score -1852240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1852239.625000 Penalty: 3116.374756
	Iteration 39Q: 3 clusters Score -1852240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1852240.625000 Penalty: 3116.374756
	Iteration 40F: 3 clusters Score -1852241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1852244.625000 Penalty: 3116.374756
	Iteration 41Q: 3 clusters Score -1852245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1852247.125000 Penalty: 3116.374756
	Iteration 42Q: 3 clusters Score -1852247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1852247.625000 Penalty: 3116.374756
	Iteration 43Q: 3 clusters Score -1852248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1852248.000000 Penalty: 3116.374756
	Iteration 44Q: 3 clusters Score -1852248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1852248.000000 Penalty: 3116.374756
	Iteration 45F: 3 clusters Score -1852248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Entering Unmasked Estep 
Score: -8932472.000000 Penalty: 1816.028931
	Iteration 0F: 2 clusters Score -8932472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -8885172.000000 Penalty: 3632.057861
	Iteration 0F: 3 clusters Score -8885172 nChanged 33819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -8904801.000000 Penalty: 3632.057861
	Iteration 1F: 3 clusters Score -8904801 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -8905552.000000 Penalty: 3632.057861
	Iteration 2Q: 3 clusters Score -8905552 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -8906615.000000 Penalty: 3632.057861
	Iteration 3Q: 3 clusters Score -8906615 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -8908222.000000 Penalty: 3632.057861
	Iteration 4F: 3 clusters Score -8908222 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -8910705.000000 Penalty: 3632.057861
	Iteration 5F: 3 clusters Score -8910705 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -8914526.000000 Penalty: 3632.057861
	Iteration 6F: 3 clusters Score -8914526 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -8919012.000000 Penalty: 3632.057861
	Iteration 7F: 3 clusters Score -8919012 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -8923278.000000 Penalty: 3632.057861
	Iteration 8F: 3 clusters Score -8923278 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -8926867.000000 Penalty: 3632.057861
	Iteration 9Q: 3 clusters Score -8926867 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -8928860.000000 Penalty: 3632.057861
	Iteration 10Q: 3 clusters Score -8928860 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8929695.000000 Penalty: 3632.057861
	Iteration 11Q: 3 clusters Score -8929695 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -8930081.000000 Penalty: 3632.057861
	Iteration 12Q: 3 clusters Score -8930081 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -8930293.000000 Penalty: 3632.057861
	Iteration 13Q: 3 clusters Score -8930293 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -8930461.000000 Penalty: 3632.057861
	Iteration 14Q: 3 clusters Score -8930461 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8930556.000000 Penalty: 3632.057861
	Iteration 15Q: 3 clusters Score -8930556 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -8930625.000000 Penalty: 3632.057861
	Iteration 16Q: 3 clusters Score -8930625 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -8930649.000000 Penalty: 3632.057861
	Iteration 17Q: 3 clusters Score -8930649 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8930707.000000 Penalty: 3632.057861
	Iteration 18Q: 3 clusters Score -8930707 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -8930715.000000 Penalty: 3632.057861
	Iteration 19Q: 3 clusters Score -8930715 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8930743.000000 Penalty: 3632.057861
	Iteration 20F: 3 clusters Score -8930743 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -8930760.000000 Penalty: 3632.057861
	Iteration 21Q: 3 clusters Score -8930760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -8930773.000000 Penalty: 3632.057861
	Iteration 22Q: 3 clusters Score -8930773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8930779.000000 Penalty: 3632.057861
	Iteration 23Q: 3 clusters Score -8930779 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8930794.000000 Penalty: 3632.057861
	Iteration 24Q: 3 clusters Score -8930794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -8930796.000000 Penalty: 3632.057861
	Iteration 25Q: 3 clusters Score -8930796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8930794.000000 Penalty: 3632.057861
	Iteration 26Q: 3 clusters Score -8930794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -8930802.000000 Penalty: 3632.057861
	Iteration 27Q: 3 clusters Score -8930802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8930786.000000 Penalty: 3632.057861
	Iteration 28Q: 3 clusters Score -8930786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -8930786.000000 Penalty: 3632.057861
	Iteration 29Q: 3 clusters Score -8930786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -8930789.000000 Penalty: 3632.057861
	Iteration 30Q: 3 clusters Score -8930789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8930801.000000 Penalty: 3632.057861
	Iteration 31Q: 3 clusters Score -8930801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -8930796.000000 Penalty: 3632.057861
	Iteration 32Q: 3 clusters Score -8930796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -8930803.000000 Penalty: 3632.057861
	Iteration 33Q: 3 clusters Score -8930803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8930798.000000 Penalty: 3632.057861
	Iteration 34Q: 3 clusters Score -8930798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -8930810.000000 Penalty: 3632.057861
	Iteration 35Q: 3 clusters Score -8930810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8930811.000000 Penalty: 3632.057861
	Iteration 36Q: 3 clusters Score -8930811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -8930814.000000 Penalty: 3632.057861
	Iteration 37Q: 3 clusters Score -8930814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8930802.000000 Penalty: 3632.057861
	Iteration 38Q: 3 clusters Score -8930802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8930803.000000 Penalty: 3632.057861
	Iteration 39Q: 3 clusters Score -8930803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8930819.000000 Penalty: 3632.057861
	Iteration 40F: 3 clusters Score -8930819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8930820.000000 Penalty: 3632.057861
	Iteration 41Q: 3 clusters Score -8930820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8930822.000000 Penalty: 3632.057861
	Iteration 42Q: 3 clusters Score -8930822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8930851.000000 Penalty: 3632.057861
	Iteration 43Q: 3 clusters Score -8930851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -8930852.000000 Penalty: 3632.057861
	Iteration 44Q: 3 clusters Score -8930852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8930845.000000 Penalty: 3632.057861
	Iteration 45Q: 3 clusters Score -8930845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8930843.000000 Penalty: 3632.057861
	Iteration 46Q: 3 clusters Score -8930843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -8930844.000000 Penalty: 3632.057861
	Iteration 47Q: 3 clusters Score -8930844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8930861.000000 Penalty: 3632.057861
	Iteration 48Q: 3 clusters Score -8930861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8930866.000000 Penalty: 3632.057861
	Iteration 49Q: 3 clusters Score -8930866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8930864.000000 Penalty: 3632.057861
	Iteration 50Q: 3 clusters Score -8930864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -8930862.000000 Penalty: 3632.057861
	Iteration 51Q: 3 clusters Score -8930862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8930870.000000 Penalty: 3632.057861
	Iteration 52Q: 3 clusters Score -8930870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8930877.000000 Penalty: 3632.057861
	Iteration 53Q: 3 clusters Score -8930877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -8930888.000000 Penalty: 3632.057861
	Iteration 54Q: 3 clusters Score -8930888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8930878.000000 Penalty: 3632.057861
	Iteration 55Q: 3 clusters Score -8930878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8930888.000000 Penalty: 3632.057861
	Iteration 56Q: 3 clusters Score -8930888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8930902.000000 Penalty: 3632.057861
	Iteration 57Q: 3 clusters Score -8930902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8930905.000000 Penalty: 3632.057861
	Iteration 58Q: 3 clusters Score -8930905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8930911.000000 Penalty: 3632.057861
	Iteration 59Q: 3 clusters Score -8930911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -8930923.000000 Penalty: 3632.057861
	Iteration 60F: 3 clusters Score -8930923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8930934.000000 Penalty: 3632.057861
	Iteration 61Q: 3 clusters Score -8930934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8930944.000000 Penalty: 3632.057861
	Iteration 62Q: 3 clusters Score -8930944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -8930952.000000 Penalty: 3632.057861
	Iteration 63Q: 3 clusters Score -8930952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8930964.000000 Penalty: 3632.057861
	Iteration 64Q: 3 clusters Score -8930964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8930963.000000 Penalty: 3632.057861
	Iteration 65Q: 3 clusters Score -8930963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8930958.000000 Penalty: 3632.057861
	Iteration 66Q: 3 clusters Score -8930958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8930951.000000 Penalty: 3632.057861
	Iteration 67Q: 3 clusters Score -8930951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8930948.000000 Penalty: 3632.057861
	Iteration 68Q: 3 clusters Score -8930948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8930949.000000 Penalty: 3632.057861
	Iteration 69Q: 3 clusters Score -8930949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8930967.000000 Penalty: 3632.057861
	Iteration 70Q: 3 clusters Score -8930967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8930968.000000 Penalty: 3632.057861
	Iteration 71Q: 3 clusters Score -8930968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8930968.000000 Penalty: 3632.057861
	Iteration 72Q: 3 clusters Score -8930968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8930976.000000 Penalty: 3632.057861
	Iteration 73Q: 3 clusters Score -8930976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8930978.000000 Penalty: 3632.057861
	Iteration 74Q: 3 clusters Score -8930978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8930975.000000 Penalty: 3632.057861
	Iteration 75Q: 3 clusters Score -8930975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8930970.000000 Penalty: 3632.057861
	Iteration 76Q: 3 clusters Score -8930970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8930960.000000 Penalty: 3632.057861
	Iteration 77Q: 3 clusters Score -8930960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8930967.000000 Penalty: 3632.057861
	Iteration 78Q: 3 clusters Score -8930967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8930962.000000 Penalty: 3632.057861
	Iteration 79Q: 3 clusters Score -8930962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -8930961.000000 Penalty: 3632.057861
	Iteration 80F: 3 clusters Score -8930961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8930964.000000 Penalty: 3632.057861
	Iteration 81Q: 3 clusters Score -8930964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8930964.000000 Penalty: 3632.057861
	Iteration 82Q: 3 clusters Score -8930964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8930958.000000 Penalty: 3632.057861
	Iteration 83Q: 3 clusters Score -8930958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8930953.000000 Penalty: 3632.057861
	Iteration 84Q: 3 clusters Score -8930953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8930956.000000 Penalty: 3632.057861
	Iteration 85Q: 3 clusters Score -8930956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8930969.000000 Penalty: 3632.057861
	Iteration 86Q: 3 clusters Score -8930969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8930970.000000 Penalty: 3632.057861
	Iteration 87Q: 3 clusters Score -8930970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8930960.000000 Penalty: 3632.057861
	Iteration 88Q: 3 clusters Score -8930960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8930969.000000 Penalty: 3632.057861
	Iteration 89Q: 3 clusters Score -8930969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8930965.000000 Penalty: 3632.057861
	Iteration 90Q: 3 clusters Score -8930965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8930962.000000 Penalty: 3632.057861
	Iteration 91Q: 3 clusters Score -8930962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8930955.000000 Penalty: 3632.057861
	Iteration 92Q: 3 clusters Score -8930955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8930951.000000 Penalty: 3632.057861
	Iteration 93Q: 3 clusters Score -8930951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8930951.000000 Penalty: 3632.057861
	Iteration 94F: 3 clusters Score -8930951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56564 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78173 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37300 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807284.000000 Penalty: 29968.439453
Iteration 199Q: 15 clusters Score -6.580728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56565 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78173 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37299 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807276.000000 Penalty: 29968.439453
Iteration 200F: 15 clusters Score -6.580728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56564 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78174 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37298 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807268.000000 Penalty: 29968.439453
Iteration 201Q: 15 clusters Score -6.580727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 4 contains 56564 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78174 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 14 contains 37298 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807268.000000 Penalty: 29968.439453
Iteration 202F: 15 clusters Score -6.580727e+07 nChanged 0
Entering ConstructFrom: 
Score: -65807268.000000 Penalty: 29968.439453
Entering ConstructFrom: 
Trying to split cluster 1 (12862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Entering Unmasked Estep 
Score: -1569483.250000 Penalty: 1537.580200
	Iteration 0F: 2 clusters Score -1569483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1560489.750000 Penalty: 3075.160400
	Iteration 0F: 3 clusters Score -1560490 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1563621.000000 Penalty: 3075.160400
	Iteration 1F: 3 clusters Score -1563621 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1563933.125000 Penalty: 3075.160400
	Iteration 2F: 3 clusters Score -1563933 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1564246.000000 Penalty: 3075.160400
	Iteration 3Q: 3 clusters Score -1564246 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1564700.125000 Penalty: 3075.160400
	Iteration 4Q: 3 clusters Score -1564700 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1565293.000000 Penalty: 3075.160400
	Iteration 5F: 3 clusters Score -1565293 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1565973.750000 Penalty: 3075.160400
	Iteration 6F: 3 clusters Score -1565974 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1566643.125000 Penalty: 3075.160400
	Iteration 7F: 3 clusters Score -1566643 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1567127.000000 Penalty: 3075.160400
	Iteration 8F: 3 clusters Score -1567127 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1567481.250000 Penalty: 3075.160400
	Iteration 9Q: 3 clusters Score -1567481 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1567741.000000 Penalty: 3075.160400
	Iteration 10Q: 3 clusters Score -1567741 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1567936.000000 Penalty: 3075.160400
	Iteration 11Q: 3 clusters Score -1567936 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1568139.125000 Penalty: 3075.160400
	Iteration 12Q: 3 clusters Score -1568139 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1568347.500000 Penalty: 3075.160400
	Iteration 13Q: 3 clusters Score -1568348 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1568551.125000 Penalty: 3075.160400
	Iteration 14Q: 3 clusters Score -1568551 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1568672.500000 Penalty: 3075.160400
	Iteration 15Q: 3 clusters Score -1568672 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1568739.000000 Penalty: 3075.160400
	Iteration 16Q: 3 clusters Score -1568739 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1568771.875000 Penalty: 3075.160400
	Iteration 17Q: 3 clusters Score -1568772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1568792.500000 Penalty: 3075.160400
	Iteration 18Q: 3 clusters Score -1568792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1568804.125000 Penalty: 3075.160400
	Iteration 19Q: 3 clusters Score -1568804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1568816.000000 Penalty: 3075.160400
	Iteration 20F: 3 clusters Score -1568816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1568824.125000 Penalty: 3075.160400
	Iteration 21Q: 3 clusters Score -1568824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1568831.625000 Penalty: 3075.160400
	Iteration 22Q: 3 clusters Score -1568832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1568832.875000 Penalty: 3075.160400
	Iteration 23Q: 3 clusters Score -1568833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1568836.625000 Penalty: 3075.160400
	Iteration 24Q: 3 clusters Score -1568837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1568842.750000 Penalty: 3075.160400
	Iteration 25Q: 3 clusters Score -1568843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1568845.375000 Penalty: 3075.160400
	Iteration 26Q: 3 clusters Score -1568845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1568847.000000 Penalty: 3075.160400
	Iteration 27Q: 3 clusters Score -1568847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1568847.875000 Penalty: 3075.160400
	Iteration 28Q: 3 clusters Score -1568848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1568850.875000 Penalty: 3075.160400
	Iteration 29Q: 3 clusters Score -1568851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1568851.375000 Penalty: 3075.160400
	Iteration 30Q: 3 clusters Score -1568851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1568855.750000 Penalty: 3075.160400
	Iteration 31Q: 3 clusters Score -1568856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1568853.750000 Penalty: 3075.160400
	Iteration 32Q: 3 clusters Score -1568854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1568857.625000 Penalty: 3075.160400
	Iteration 33Q: 3 clusters Score -1568858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1568858.500000 Penalty: 3075.160400
	Iteration 34Q: 3 clusters Score -1568858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1568860.375000 Penalty: 3075.160400
	Iteration 35Q: 3 clusters Score -1568860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1568860.625000 Penalty: 3075.160400
	Iteration 36Q: 3 clusters Score -1568861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1568862.625000 Penalty: 3075.160400
	Iteration 37Q: 3 clusters Score -1568863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1568866.000000 Penalty: 3075.160400
	Iteration 38Q: 3 clusters Score -1568866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1568867.875000 Penalty: 3075.160400
	Iteration 39Q: 3 clusters Score -1568868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1568869.000000 Penalty: 3075.160400
	Iteration 40F: 3 clusters Score -1568869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1568867.500000 Penalty: 3075.160400
	Iteration 41Q: 3 clusters Score -1568868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1568867.500000 Penalty: 3075.160400
	Iteration 42Q: 3 clusters Score -1568868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1568867.375000 Penalty: 3075.160400
	Iteration 43Q: 3 clusters Score -1568867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1568866.125000 Penalty: 3075.160400
	Iteration 44Q: 3 clusters Score -1568866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1568864.125000 Penalty: 3075.160400
	Iteration 45Q: 3 clusters Score -1568864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1568866.875000 Penalty: 3075.160400
	Iteration 46Q: 3 clusters Score -1568867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1568867.125000 Penalty: 3075.160400
	Iteration 47Q: 3 clusters Score -1568867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1568867.000000 Penalty: 3075.160400
	Iteration 48Q: 3 clusters Score -1568867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1568866.125000 Penalty: 3075.160400
	Iteration 49Q: 3 clusters Score -1568866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1568866.750000 Penalty: 3075.160400
	Iteration 50Q: 3 clusters Score -1568867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1568867.125000 Penalty: 3075.160400
	Iteration 51Q: 3 clusters Score -1568867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1568869.375000 Penalty: 3075.160400
	Iteration 52Q: 3 clusters Score -1568869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1568871.375000 Penalty: 3075.160400
	Iteration 53Q: 3 clusters Score -1568871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1568871.625000 Penalty: 3075.160400
	Iteration 54Q: 3 clusters Score -1568872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1568871.625000 Penalty: 3075.160400
	Iteration 55F: 3 clusters Score -1568872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -714579.687500 Penalty: 1401.849365
	Iteration 0F: 2 clusters Score -714579.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -710189.500000 Penalty: 2803.698730
	Iteration 0F: 3 clusters Score -710189.5 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -711423.187500 Penalty: 2803.698730
	Iteration 1F: 3 clusters Score -711423.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -711584.125000 Penalty: 2803.698730
	Iteration 2F: 3 clusters Score -711584.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -711699.000000 Penalty: 2803.698730
	Iteration 3Q: 3 clusters Score -711699 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -711795.062500 Penalty: 2803.698730
	Iteration 4Q: 3 clusters Score -711795.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -711872.500000 Penalty: 2803.698730
	Iteration 5Q: 3 clusters Score -711872.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -711939.187500 Penalty: 2803.698730
	Iteration 6Q: 3 clusters Score -711939.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -712016.500000 Penalty: 2803.698730
	Iteration 7Q: 3 clusters Score -712016.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -712109.625000 Penalty: 2803.698730
	Iteration 8Q: 3 clusters Score -712109.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -712206.750000 Penalty: 2803.698730
	Iteration 9Q: 3 clusters Score -712206.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -712285.312500 Penalty: 2803.698730
	Iteration 10Q: 3 clusters Score -712285.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -712368.000000 Penalty: 2803.698730
	Iteration 11Q: 3 clusters Score -712368 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -712485.937500 Penalty: 2803.698730
	Iteration 12Q: 3 clusters Score -712485.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -712656.750000 Penalty: 2803.698730
	Iteration 13Q: 3 clusters Score -712656.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -712840.250000 Penalty: 2803.698730
	Iteration 14Q: 3 clusters Score -712840.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -713014.500000 Penalty: 2803.698730
	Iteration 15Q: 3 clusters Score -713014.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -713209.937500 Penalty: 2803.698730
	Iteration 16Q: 3 clusters Score -713209.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -713424.437500 Penalty: 2803.698730
	Iteration 17Q: 3 clusters Score -713424.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -713591.187500 Penalty: 2803.698730
	Iteration 18Q: 3 clusters Score -713591.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -713748.812500 Penalty: 2803.698730
	Iteration 19Q: 3 clusters Score -713748.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -713877.625000 Penalty: 2803.698730
	Iteration 20F: 3 clusters Score -713877.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -713952.375000 Penalty: 2803.698730
	Iteration 21Q: 3 clusters Score -713952.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -714006.125000 Penalty: 2803.698730
	Iteration 22Q: 3 clusters Score -714006.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -714041.000000 Penalty: 2803.698730
	Iteration 23Q: 3 clusters Score -714041 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -714077.437500 Penalty: 2803.698730
	Iteration 24Q: 3 clusters Score -714077.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -714101.812500 Penalty: 2803.698730
	Iteration 25Q: 3 clusters Score -714101.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -714120.125000 Penalty: 2803.698730
	Iteration 26Q: 3 clusters Score -714120.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -714132.625000 Penalty: 2803.698730
	Iteration 27Q: 3 clusters Score -714132.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -714142.437500 Penalty: 2803.698730
	Iteration 28Q: 3 clusters Score -714142.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -714149.687500 Penalty: 2803.698730
	Iteration 29Q: 3 clusters Score -714149.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -714151.812500 Penalty: 2803.698730
	Iteration 30Q: 3 clusters Score -714151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -714154.000000 Penalty: 2803.698730
	Iteration 31Q: 3 clusters Score -714154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -714156.687500 Penalty: 2803.698730
	Iteration 32Q: 3 clusters Score -714156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -714159.687500 Penalty: 2803.698730
	Iteration 33Q: 3 clusters Score -714159.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -714161.562500 Penalty: 2803.698730
	Iteration 34Q: 3 clusters Score -714161.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -714164.125000 Penalty: 2803.698730
	Iteration 35Q: 3 clusters Score -714164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -714164.750000 Penalty: 2803.698730
	Iteration 36Q: 3 clusters Score -714164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -714167.187500 Penalty: 2803.698730
	Iteration 37Q: 3 clusters Score -714167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -714167.937500 Penalty: 2803.698730
	Iteration 38Q: 3 clusters Score -714167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -714170.625000 Penalty: 2803.698730
	Iteration 39Q: 3 clusters Score -714170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -714171.687500 Penalty: 2803.698730
	Iteration 40F: 3 clusters Score -714171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -714172.875000 Penalty: 2803.698730
	Iteration 41Q: 3 clusters Score -714172.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -714176.937500 Penalty: 2803.698730
	Iteration 42Q: 3 clusters Score -714176.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -714178.250000 Penalty: 2803.698730
	Iteration 43Q: 3 clusters Score -714178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -714178.812500 Penalty: 2803.698730
	Iteration 44Q: 3 clusters Score -714178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -714180.750000 Penalty: 2803.698730
	Iteration 45Q: 3 clusters Score -714180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -714181.437500 Penalty: 2803.698730
	Iteration 46Q: 3 clusters Score -714181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -714181.187500 Penalty: 2803.698730
	Iteration 47Q: 3 clusters Score -714181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -714180.687500 Penalty: 2803.698730
	Iteration 48Q: 3 clusters Score -714180.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -714180.687500 Penalty: 2803.698730
	Iteration 49F: 3 clusters Score -714180.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Entering Unmasked Estep 
Score: -7284045.000000 Penalty: 1778.258301
	Iteration 0F: 2 clusters Score -7284045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -7247910.500000 Penalty: 3556.516602
	Iteration 0F: 3 clusters Score -7247910 nChanged 26654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -7263029.500000 Penalty: 3556.516602
	Iteration 1F: 3 clusters Score -7263030 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -7263435.500000 Penalty: 3556.516602
	Iteration 2Q: 3 clusters Score -7263436 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -7263881.000000 Penalty: 3556.516602
	Iteration 3Q: 3 clusters Score -7263881 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -7264427.000000 Penalty: 3556.516602
	Iteration 4Q: 3 clusters Score -7264427 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -7265185.000000 Penalty: 3556.516602
	Iteration 5Q: 3 clusters Score -7265185 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -7266351.000000 Penalty: 3556.516602
	Iteration 6Q: 3 clusters Score -7266351 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -7268243.000000 Penalty: 3556.516602
	Iteration 7F: 3 clusters Score -7268243 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -7271125.500000 Penalty: 3556.516602
	Iteration 8F: 3 clusters Score -7271126 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -7274647.500000 Penalty: 3556.516602
	Iteration 9F: 3 clusters Score -7274648 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -7277972.000000 Penalty: 3556.516602
	Iteration 10F: 3 clusters Score -7277972 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -7280321.500000 Penalty: 3556.516602
	Iteration 11Q: 3 clusters Score -7280322 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -7281546.000000 Penalty: 3556.516602
	Iteration 12Q: 3 clusters Score -7281546 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7282015.500000 Penalty: 3556.516602
	Iteration 13Q: 3 clusters Score -7282016 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -7282234.000000 Penalty: 3556.516602
	Iteration 14Q: 3 clusters Score -7282234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -7282345.500000 Penalty: 3556.516602
	Iteration 15Q: 3 clusters Score -7282346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -7282422.500000 Penalty: 3556.516602
	Iteration 16Q: 3 clusters Score -7282422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -7282444.500000 Penalty: 3556.516602
	Iteration 17Q: 3 clusters Score -7282444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -7282456.000000 Penalty: 3556.516602
	Iteration 18Q: 3 clusters Score -7282456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -7282467.500000 Penalty: 3556.516602
	Iteration 19Q: 3 clusters Score -7282468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -7282477.000000 Penalty: 3556.516602
	Iteration 20F: 3 clusters Score -7282477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -7282476.000000 Penalty: 3556.516602
	Iteration 21Q: 3 clusters Score -7282476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -7282480.000000 Penalty: 3556.516602
	Iteration 22Q: 3 clusters Score -7282480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -7282489.500000 Penalty: 3556.516602
	Iteration 23Q: 3 clusters Score -7282490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -7282492.500000 Penalty: 3556.516602
	Iteration 24Q: 3 clusters Score -7282492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -7282505.000000 Penalty: 3556.516602
	Iteration 25Q: 3 clusters Score -7282505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -7282522.000000 Penalty: 3556.516602
	Iteration 26Q: 3 clusters Score -7282522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -7282527.000000 Penalty: 3556.516602
	Iteration 27Q: 3 clusters Score -7282527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -7282524.500000 Penalty: 3556.516602
	Iteration 28Q: 3 clusters Score -7282524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -7282534.500000 Penalty: 3556.516602
	Iteration 29Q: 3 clusters Score -7282534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -7282534.500000 Penalty: 3556.516602
	Iteration 30F: 3 clusters Score -7282534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Entering Unmasked Estep 
Score: -8855801.000000 Penalty: 1810.658447
	Iteration 0F: 2 clusters Score -8855801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -8811669.000000 Penalty: 3621.316895
	Iteration 0F: 3 clusters Score -8811669 nChanged 32685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -8830440.000000 Penalty: 3621.316895
	Iteration 1F: 3 clusters Score -8830440 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -8831403.000000 Penalty: 3621.316895
	Iteration 2Q: 3 clusters Score -8831403 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8833210.000000 Penalty: 3621.316895
	Iteration 3F: 3 clusters Score -8833210 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -8836151.000000 Penalty: 3621.316895
	Iteration 4F: 3 clusters Score -8836151 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -8840605.000000 Penalty: 3621.316895
	Iteration 5F: 3 clusters Score -8840605 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -8845585.000000 Penalty: 3621.316895
	Iteration 6F: 3 clusters Score -8845585 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -8849546.000000 Penalty: 3621.316895
	Iteration 7F: 3 clusters Score -8849546 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -8851880.000000 Penalty: 3621.316895
	Iteration 8Q: 3 clusters Score -8851880 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -8853032.000000 Penalty: 3621.316895
	Iteration 9Q: 3 clusters Score -8853032 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -8853495.000000 Penalty: 3621.316895
	Iteration 10Q: 3 clusters Score -8853495 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -8853699.000000 Penalty: 3621.316895
	Iteration 11Q: 3 clusters Score -8853699 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -8853806.000000 Penalty: 3621.316895
	Iteration 12Q: 3 clusters Score -8853806 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -8853907.000000 Penalty: 3621.316895
	Iteration 13Q: 3 clusters Score -8853907 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -8853990.000000 Penalty: 3621.316895
	Iteration 14Q: 3 clusters Score -8853990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -8854043.000000 Penalty: 3621.316895
	Iteration 15Q: 3 clusters Score -8854043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -8854082.000000 Penalty: 3621.316895
	Iteration 16Q: 3 clusters Score -8854082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -8854094.000000 Penalty: 3621.316895
	Iteration 17Q: 3 clusters Score -8854094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -8854112.000000 Penalty: 3621.316895
	Iteration 18Q: 3 clusters Score -8854112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -8854142.000000 Penalty: 3621.316895
	Iteration 19Q: 3 clusters Score -8854142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -8854169.000000 Penalty: 3621.316895
	Iteration 20F: 3 clusters Score -8854169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -8854180.000000 Penalty: 3621.316895
	Iteration 21Q: 3 clusters Score -8854180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -8854192.000000 Penalty: 3621.316895
	Iteration 22Q: 3 clusters Score -8854192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -8854202.000000 Penalty: 3621.316895
	Iteration 23Q: 3 clusters Score -8854202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -8854204.000000 Penalty: 3621.316895
	Iteration 24Q: 3 clusters Score -8854204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -8854207.000000 Penalty: 3621.316895
	Iteration 25Q: 3 clusters Score -8854207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -8854207.000000 Penalty: 3621.316895
	Iteration 26Q: 3 clusters Score -8854207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -8854209.000000 Penalty: 3621.316895
	Iteration 27Q: 3 clusters Score -8854209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -8854217.000000 Penalty: 3621.316895
	Iteration 28Q: 3 clusters Score -8854217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -8854228.000000 Penalty: 3621.316895
	Iteration 29Q: 3 clusters Score -8854228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -8854233.000000 Penalty: 3621.316895
	Iteration 30Q: 3 clusters Score -8854233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -8854236.000000 Penalty: 3621.316895
	Iteration 31Q: 3 clusters Score -8854236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -8854240.000000 Penalty: 3621.316895
	Iteration 32Q: 3 clusters Score -8854240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -8854237.000000 Penalty: 3621.316895
	Iteration 33Q: 3 clusters Score -8854237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -8854239.000000 Penalty: 3621.316895
	Iteration 34Q: 3 clusters Score -8854239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -8854239.000000 Penalty: 3621.316895
	Iteration 35F: 3 clusters Score -8854239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Entering Unmasked Estep 
Score: -9975978.000000 Penalty: 1830.837524
	Iteration 0F: 2 clusters Score -9975978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -9924163.000000 Penalty: 3661.675049
	Iteration 0F: 3 clusters Score -9924163 nChanged 37187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -9945778.000000 Penalty: 3661.675049
	Iteration 1F: 3 clusters Score -9945778 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -9946528.000000 Penalty: 3661.675049
	Iteration 2Q: 3 clusters Score -9946528 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -9947605.000000 Penalty: 3661.675049
	Iteration 3Q: 3 clusters Score -9947605 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -9948779.000000 Penalty: 3661.675049
	Iteration 4Q: 3 clusters Score -9948779 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -9950509.000000 Penalty: 3661.675049
	Iteration 5Q: 3 clusters Score -9950509 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -9952753.000000 Penalty: 3661.675049
	Iteration 6F: 3 clusters Score -9952753 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -9955542.000000 Penalty: 3661.675049
	Iteration 7F: 3 clusters Score -9955542 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -9958757.000000 Penalty: 3661.675049
	Iteration 8F: 3 clusters Score -9958757 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -9961826.000000 Penalty: 3661.675049
	Iteration 9F: 3 clusters Score -9961826 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -9964396.000000 Penalty: 3661.675049
	Iteration 10Q: 3 clusters Score -9964396 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -9966120.000000 Penalty: 3661.675049
	Iteration 11Q: 3 clusters Score -9966120 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -9966995.000000 Penalty: 3661.675049
	Iteration 12Q: 3 clusters Score -9966995 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -9967448.000000 Penalty: 3661.675049
	Iteration 13Q: 3 clusters Score -9967448 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -9967826.000000 Penalty: 3661.675049
	Iteration 14Q: 3 clusters Score -9967826 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -9968123.000000 Penalty: 3661.675049
	Iteration 15Q: 3 clusters Score -9968123 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -9968481.000000 Penalty: 3661.675049
	Iteration 16Q: 3 clusters Score -9968481 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -9968760.000000 Penalty: 3661.675049
	Iteration 17Q: 3 clusters Score -9968760 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -9969091.000000 Penalty: 3661.675049
	Iteration 18Q: 3 clusters Score -9969091 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -9969500.000000 Penalty: 3661.675049
	Iteration 19Q: 3 clusters Score -9969500 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -9969908.000000 Penalty: 3661.675049
	Iteration 20F: 3 clusters Score -9969908 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -9970302.000000 Penalty: 3661.675049
	Iteration 21Q: 3 clusters Score -9970302 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -9970590.000000 Penalty: 3661.675049
	Iteration 22Q: 3 clusters Score -9970590 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -9970969.000000 Penalty: 3661.675049
	Iteration 23Q: 3 clusters Score -9970969 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -9971348.000000 Penalty: 3661.675049
	Iteration 24Q: 3 clusters Score -9971348 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -9971655.000000 Penalty: 3661.675049
	Iteration 25Q: 3 clusters Score -9971655 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -9972028.000000 Penalty: 3661.675049
	Iteration 26Q: 3 clusters Score -9972028 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -9972377.000000 Penalty: 3661.675049
	Iteration 27Q: 3 clusters Score -9972377 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -9972745.000000 Penalty: 3661.675049
	Iteration 28Q: 3 clusters Score -9972745 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -9973064.000000 Penalty: 3661.675049
	Iteration 29Q: 3 clusters Score -9973064 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -9973320.000000 Penalty: 3661.675049
	Iteration 30Q: 3 clusters Score -9973320 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -9973636.000000 Penalty: 3661.675049
	Iteration 31Q: 3 clusters Score -9973636 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -9973877.000000 Penalty: 3661.675049
	Iteration 32Q: 3 clusters Score -9973877 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -9974051.000000 Penalty: 3661.675049
	Iteration 33Q: 3 clusters Score -9974051 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -9974208.000000 Penalty: 3661.675049
	Iteration 34Q: 3 clusters Score -9974208 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -9974350.000000 Penalty: 3661.675049
	Iteration 35Q: 3 clusters Score -9974350 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -9974426.000000 Penalty: 3661.675049
	Iteration 36Q: 3 clusters Score -9974426 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9974472.000000 Penalty: 3661.675049
	Iteration 37Q: 3 clusters Score -9974472 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -9974496.000000 Penalty: 3661.675049
	Iteration 38Q: 3 clusters Score -9974496 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -9974552.000000 Penalty: 3661.675049
	Iteration 39Q: 3 clusters Score -9974552 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -9974615.000000 Penalty: 3661.675049
	Iteration 40F: 3 clusters Score -9974615 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -9974639.000000 Penalty: 3661.675049
	Iteration 41Q: 3 clusters Score -9974639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9974682.000000 Penalty: 3661.675049
	Iteration 42Q: 3 clusters Score -9974682 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9974704.000000 Penalty: 3661.675049
	Iteration 43Q: 3 clusters Score -9974704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9974708.000000 Penalty: 3661.675049
	Iteration 44Q: 3 clusters Score -9974708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9974697.000000 Penalty: 3661.675049
	Iteration 45Q: 3 clusters Score -9974697 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9974692.000000 Penalty: 3661.675049
	Iteration 46Q: 3 clusters Score -9974692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9974688.000000 Penalty: 3661.675049
	Iteration 47Q: 3 clusters Score -9974688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9974685.000000 Penalty: 3661.675049
	Iteration 48Q: 3 clusters Score -9974685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9974679.000000 Penalty: 3661.675049
	Iteration 49Q: 3 clusters Score -9974679 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9974689.000000 Penalty: 3661.675049
	Iteration 50Q: 3 clusters Score -9974689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9974691.000000 Penalty: 3661.675049
	Iteration 51Q: 3 clusters Score -9974691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9974711.000000 Penalty: 3661.675049
	Iteration 52Q: 3 clusters Score -9974711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9974735.000000 Penalty: 3661.675049
	Iteration 53Q: 3 clusters Score -9974735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9974729.000000 Penalty: 3661.675049
	Iteration 54Q: 3 clusters Score -9974729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9974746.000000 Penalty: 3661.675049
	Iteration 55Q: 3 clusters Score -9974746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9974753.000000 Penalty: 3661.675049
	Iteration 56Q: 3 clusters Score -9974753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9974746.000000 Penalty: 3661.675049
	Iteration 57Q: 3 clusters Score -9974746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9974755.000000 Penalty: 3661.675049
	Iteration 58Q: 3 clusters Score -9974755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9974763.000000 Penalty: 3661.675049
	Iteration 59Q: 3 clusters Score -9974763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9974779.000000 Penalty: 3661.675049
	Iteration 60F: 3 clusters Score -9974779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9974777.000000 Penalty: 3661.675049
	Iteration 61Q: 3 clusters Score -9974777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9974776.000000 Penalty: 3661.675049
	Iteration 62Q: 3 clusters Score -9974776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9974777.000000 Penalty: 3661.675049
	Iteration 63Q: 3 clusters Score -9974777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -9974774.000000 Penalty: 3661.675049
	Iteration 64Q: 3 clusters Score -9974774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9974778.000000 Penalty: 3661.675049
	Iteration 65Q: 3 clusters Score -9974778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9974774.000000 Penalty: 3661.675049
	Iteration 66Q: 3 clusters Score -9974774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9974775.000000 Penalty: 3661.675049
	Iteration 67Q: 3 clusters Score -9974775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9974772.000000 Penalty: 3661.675049
	Iteration 68Q: 3 clusters Score -9974772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76563 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9974774.000000 Penalty: 3661.675049
	Iteration 69Q: 3 clusters Score -9974774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9974773.000000 Penalty: 3661.675049
	Iteration 70Q: 3 clusters Score -9974773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9974773.000000 Penalty: 3661.675049
	Iteration 71Q: 3 clusters Score -9974773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9974769.000000 Penalty: 3661.675049
	Iteration 72Q: 3 clusters Score -9974769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9974773.000000 Penalty: 3661.675049
	Iteration 73Q: 3 clusters Score -9974773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9974774.000000 Penalty: 3661.675049
	Iteration 74Q: 3 clusters Score -9974774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9974782.000000 Penalty: 3661.675049
	Iteration 75Q: 3 clusters Score -9974782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9974780.000000 Penalty: 3661.675049
	Iteration 76Q: 3 clusters Score -9974780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9974780.000000 Penalty: 3661.675049
	Iteration 77F: 3 clusters Score -9974780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -14397.435547 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -14397.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13865.835938 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -13865.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14014.404297 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -14014.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14057.370117 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -14057.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14069.214844 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -14069.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14075.820312 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -14075.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14080.840820 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -14080.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14081.974609 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -14081.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14083.167969 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -14083.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14083.167969 Penalty: 1687.711060
	Iteration 8F: 3 clusters Score -14083.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Entering Unmasked Estep 
Score: -700349.250000 Penalty: 1400.503906
	Iteration 0F: 2 clusters Score -700349.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -696073.125000 Penalty: 2801.007812
	Iteration 0F: 3 clusters Score -696073.1 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -697383.062500 Penalty: 2801.007812
	Iteration 1F: 3 clusters Score -697383.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -697636.562500 Penalty: 2801.007812
	Iteration 2F: 3 clusters Score -697636.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -697849.937500 Penalty: 2801.007812
	Iteration 3F: 3 clusters Score -697849.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -698052.437500 Penalty: 2801.007812
	Iteration 4F: 3 clusters Score -698052.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -698239.625000 Penalty: 2801.007812
	Iteration 5Q: 3 clusters Score -698239.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -698392.875000 Penalty: 2801.007812
	Iteration 6Q: 3 clusters Score -698392.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -698531.687500 Penalty: 2801.007812
	Iteration 7Q: 3 clusters Score -698531.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -698661.812500 Penalty: 2801.007812
	Iteration 8Q: 3 clusters Score -698661.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -698761.625000 Penalty: 2801.007812
	Iteration 9Q: 3 clusters Score -698761.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -698837.312500 Penalty: 2801.007812
	Iteration 10Q: 3 clusters Score -698837.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -698895.687500 Penalty: 2801.007812
	Iteration 11Q: 3 clusters Score -698895.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -698935.937500 Penalty: 2801.007812
	Iteration 12Q: 3 clusters Score -698935.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -698962.750000 Penalty: 2801.007812
	Iteration 13Q: 3 clusters Score -698962.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -698983.500000 Penalty: 2801.007812
	Iteration 14Q: 3 clusters Score -698983.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -699001.000000 Penalty: 2801.007812
	Iteration 15Q: 3 clusters Score -699001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -699015.000000 Penalty: 2801.007812
	Iteration 16Q: 3 clusters Score -699015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -699024.062500 Penalty: 2801.007812
	Iteration 17Q: 3 clusters Score -699024.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -699033.312500 Penalty: 2801.007812
	Iteration 18Q: 3 clusters Score -699033.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -699039.625000 Penalty: 2801.007812
	Iteration 19Q: 3 clusters Score -699039.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -699042.562500 Penalty: 2801.007812
	Iteration 20F: 3 clusters Score -699042.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -699044.312500 Penalty: 2801.007812
	Iteration 21Q: 3 clusters Score -699044.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -699047.687500 Penalty: 2801.007812
	Iteration 22Q: 3 clusters Score -699047.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -699048.625000 Penalty: 2801.007812
	Iteration 23Q: 3 clusters Score -699048.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -699049.000000 Penalty: 2801.007812
	Iteration 24Q: 3 clusters Score -699049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -699050.187500 Penalty: 2801.007812
	Iteration 25Q: 3 clusters Score -699050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -699051.937500 Penalty: 2801.007812
	Iteration 26Q: 3 clusters Score -699051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -699052.937500 Penalty: 2801.007812
	Iteration 27Q: 3 clusters Score -699052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -699053.250000 Penalty: 2801.007812
	Iteration 28Q: 3 clusters Score -699053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -699053.750000 Penalty: 2801.007812
	Iteration 29Q: 3 clusters Score -699053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -699052.437500 Penalty: 2801.007812
	Iteration 30Q: 3 clusters Score -699052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -699053.250000 Penalty: 2801.007812
	Iteration 31Q: 3 clusters Score -699053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -699055.250000 Penalty: 2801.007812
	Iteration 32Q: 3 clusters Score -699055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -699053.625000 Penalty: 2801.007812
	Iteration 33Q: 3 clusters Score -699053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -699054.562500 Penalty: 2801.007812
	Iteration 34Q: 3 clusters Score -699054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -699054.500000 Penalty: 2801.007812
	Iteration 35Q: 3 clusters Score -699054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -699055.625000 Penalty: 2801.007812
	Iteration 36Q: 3 clusters Score -699055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -699056.375000 Penalty: 2801.007812
	Iteration 37Q: 3 clusters Score -699056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -699056.437500 Penalty: 2801.007812
	Iteration 38Q: 3 clusters Score -699056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -699056.250000 Penalty: 2801.007812
	Iteration 39Q: 3 clusters Score -699056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -699056.312500 Penalty: 2801.007812
	Iteration 40F: 3 clusters Score -699056.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Entering Unmasked Estep 
Score: -10613027.000000 Penalty: 1840.385742
	Iteration 0F: 2 clusters Score -1.061303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -10562695.000000 Penalty: 3680.771484
	Iteration 0F: 3 clusters Score -1.05627e+07 nChanged 39599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -10586142.000000 Penalty: 3680.771484
	Iteration 1F: 3 clusters Score -1.058614e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -10587277.000000 Penalty: 3680.771484
	Iteration 2Q: 3 clusters Score -1.058728e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -10588856.000000 Penalty: 3680.771484
	Iteration 3Q: 3 clusters Score -1.058886e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -10591266.000000 Penalty: 3680.771484
	Iteration 4F: 3 clusters Score -1.059127e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -10594578.000000 Penalty: 3680.771484
	Iteration 5F: 3 clusters Score -1.059458e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -10599273.000000 Penalty: 3680.771484
	Iteration 6F: 3 clusters Score -1.059927e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -10603558.000000 Penalty: 3680.771484
	Iteration 7F: 3 clusters Score -1.060356e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -10605723.000000 Penalty: 3680.771484
	Iteration 8Q: 3 clusters Score -1.060572e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -10606509.000000 Penalty: 3680.771484
	Iteration 9Q: 3 clusters Score -1.060651e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -10606908.000000 Penalty: 3680.771484
	Iteration 10Q: 3 clusters Score -1.060691e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -10607226.000000 Penalty: 3680.771484
	Iteration 11Q: 3 clusters Score -1.060723e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -10607490.000000 Penalty: 3680.771484
	Iteration 12Q: 3 clusters Score -1.060749e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -10607759.000000 Penalty: 3680.771484
	Iteration 13Q: 3 clusters Score -1.060776e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -10608040.000000 Penalty: 3680.771484
	Iteration 14Q: 3 clusters Score -1.060804e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -10608248.000000 Penalty: 3680.771484
	Iteration 15Q: 3 clusters Score -1.060825e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -10608524.000000 Penalty: 3680.771484
	Iteration 16Q: 3 clusters Score -1.060852e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -10608771.000000 Penalty: 3680.771484
	Iteration 17Q: 3 clusters Score -1.060877e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -10609000.000000 Penalty: 3680.771484
	Iteration 18Q: 3 clusters Score -1.0609e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -10609116.000000 Penalty: 3680.771484
	Iteration 19Q: 3 clusters Score -1.060912e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -10609398.000000 Penalty: 3680.771484
	Iteration 20F: 3 clusters Score -1.06094e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -10609657.000000 Penalty: 3680.771484
	Iteration 21Q: 3 clusters Score -1.060966e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -10609883.000000 Penalty: 3680.771484
	Iteration 22Q: 3 clusters Score -1.060988e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -10610097.000000 Penalty: 3680.771484
	Iteration 23Q: 3 clusters Score -1.06101e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -10610329.000000 Penalty: 3680.771484
	Iteration 24Q: 3 clusters Score -1.061033e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -10610744.000000 Penalty: 3680.771484
	Iteration 25Q: 3 clusters Score -1.061074e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -10611153.000000 Penalty: 3680.771484
	Iteration 26Q: 3 clusters Score -1.061115e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -10611496.000000 Penalty: 3680.771484
	Iteration 27Q: 3 clusters Score -1.06115e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -10611857.000000 Penalty: 3680.771484
	Iteration 28Q: 3 clusters Score -1.061186e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -10612239.000000 Penalty: 3680.771484
	Iteration 29Q: 3 clusters Score -1.061224e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -10612468.000000 Penalty: 3680.771484
	Iteration 30Q: 3 clusters Score -1.061247e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -10612776.000000 Penalty: 3680.771484
	Iteration 31Q: 3 clusters Score -1.061278e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -10612979.000000 Penalty: 3680.771484
	Iteration 32Q: 3 clusters Score -1.061298e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -10613198.000000 Penalty: 3680.771484
	Iteration 33Q: 3 clusters Score -1.06132e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -10613357.000000 Penalty: 3680.771484
	Iteration 34Q: 3 clusters Score -1.061336e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -10613432.000000 Penalty: 3680.771484
	Iteration 35Q: 3 clusters Score -1.061343e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -10613500.000000 Penalty: 3680.771484
	Iteration 36Q: 3 clusters Score -1.06135e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -10613504.000000 Penalty: 3680.771484
	Iteration 37Q: 3 clusters Score -1.06135e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -10613519.000000 Penalty: 3680.771484
	Iteration 38Q: 3 clusters Score -1.061352e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -10613489.000000 Penalty: 3680.771484
	Iteration 39Q: 3 clusters Score -1.061349e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -10613427.000000 Penalty: 3680.771484
	Iteration 40F: 3 clusters Score -1.061343e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78016 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -10613388.000000 Penalty: 3680.771484
	Iteration 41Q: 3 clusters Score -1.061339e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -10613343.000000 Penalty: 3680.771484
	Iteration 42Q: 3 clusters Score -1.061334e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -10613294.000000 Penalty: 3680.771484
	Iteration 43Q: 3 clusters Score -1.061329e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -10613243.000000 Penalty: 3680.771484
	Iteration 44Q: 3 clusters Score -1.061324e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -10613205.000000 Penalty: 3680.771484
	Iteration 45Q: 3 clusters Score -1.06132e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -10613166.000000 Penalty: 3680.771484
	Iteration 46Q: 3 clusters Score -1.061317e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -10613158.000000 Penalty: 3680.771484
	Iteration 47Q: 3 clusters Score -1.061316e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -10613104.000000 Penalty: 3680.771484
	Iteration 48Q: 3 clusters Score -1.06131e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -10613076.000000 Penalty: 3680.771484
	Iteration 49Q: 3 clusters Score -1.061308e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -10613064.000000 Penalty: 3680.771484
	Iteration 50Q: 3 clusters Score -1.061306e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -10613039.000000 Penalty: 3680.771484
	Iteration 51Q: 3 clusters Score -1.061304e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -10613020.000000 Penalty: 3680.771484
	Iteration 52Q: 3 clusters Score -1.061302e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -10613012.000000 Penalty: 3680.771484
	Iteration 53Q: 3 clusters Score -1.061301e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -10612991.000000 Penalty: 3680.771484
	Iteration 54Q: 3 clusters Score -1.061299e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -10612961.000000 Penalty: 3680.771484
	Iteration 55Q: 3 clusters Score -1.061296e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -10612958.000000 Penalty: 3680.771484
	Iteration 56Q: 3 clusters Score -1.061296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -10612935.000000 Penalty: 3680.771484
	Iteration 57Q: 3 clusters Score -1.061294e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -10612946.000000 Penalty: 3680.771484
	Iteration 58Q: 3 clusters Score -1.061295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -10612941.000000 Penalty: 3680.771484
	Iteration 59Q: 3 clusters Score -1.061294e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10612914.000000 Penalty: 3680.771484
	Iteration 60F: 3 clusters Score -1.061291e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10612904.000000 Penalty: 3680.771484
	Iteration 61Q: 3 clusters Score -1.06129e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10612891.000000 Penalty: 3680.771484
	Iteration 62Q: 3 clusters Score -1.061289e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10612880.000000 Penalty: 3680.771484
	Iteration 63Q: 3 clusters Score -1.061288e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10612878.000000 Penalty: 3680.771484
	Iteration 64Q: 3 clusters Score -1.061288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10612853.000000 Penalty: 3680.771484
	Iteration 65Q: 3 clusters Score -1.061285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10612831.000000 Penalty: 3680.771484
	Iteration 66Q: 3 clusters Score -1.061283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -10612819.000000 Penalty: 3680.771484
	Iteration 67Q: 3 clusters Score -1.061282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10612812.000000 Penalty: 3680.771484
	Iteration 68Q: 3 clusters Score -1.061281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10612802.000000 Penalty: 3680.771484
	Iteration 69Q: 3 clusters Score -1.06128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80775 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10612793.000000 Penalty: 3680.771484
	Iteration 70Q: 3 clusters Score -1.061279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10612800.000000 Penalty: 3680.771484
	Iteration 71Q: 3 clusters Score -1.06128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -10612801.000000 Penalty: 3680.771484
	Iteration 72Q: 3 clusters Score -1.06128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -10612805.000000 Penalty: 3680.771484
	Iteration 73Q: 3 clusters Score -1.06128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -10612802.000000 Penalty: 3680.771484
	Iteration 74Q: 3 clusters Score -1.06128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -10612805.000000 Penalty: 3680.771484
	Iteration 75Q: 3 clusters Score -1.06128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -10612795.000000 Penalty: 3680.771484
	Iteration 76Q: 3 clusters Score -1.06128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10612796.000000 Penalty: 3680.771484
	Iteration 77Q: 3 clusters Score -1.06128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80856 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -10612807.000000 Penalty: 3680.771484
	Iteration 78Q: 3 clusters Score -1.061281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -10612806.000000 Penalty: 3680.771484
	Iteration 79Q: 3 clusters Score -1.061281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10612798.000000 Penalty: 3680.771484
	Iteration 80F: 3 clusters Score -1.06128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10612799.000000 Penalty: 3680.771484
	Iteration 81Q: 3 clusters Score -1.06128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10612795.000000 Penalty: 3680.771484
	Iteration 82Q: 3 clusters Score -1.06128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10612795.000000 Penalty: 3680.771484
	Iteration 83F: 3 clusters Score -1.06128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -167117.500000 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -167117.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165492.843750 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -165492.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -166222.765625 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -166222.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -166673.890625 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -166673.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -166993.984375 Penalty: 2368.901367
	Iteration 3F: 3 clusters Score -166994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -167216.640625 Penalty: 2368.901367
	Iteration 4F: 3 clusters Score -167216.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167330.765625 Penalty: 2368.901367
	Iteration 5Q: 3 clusters Score -167330.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -167407.187500 Penalty: 2368.901367
	Iteration 6Q: 3 clusters Score -167407.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -167440.109375 Penalty: 2368.901367
	Iteration 7Q: 3 clusters Score -167440.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -167459.828125 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -167459.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -167473.281250 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -167473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -167485.687500 Penalty: 2368.901367
	Iteration 10Q: 3 clusters Score -167485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -167492.703125 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -167492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -167495.734375 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -167495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -167499.796875 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -167499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -167501.812500 Penalty: 2368.901367
	Iteration 14Q: 3 clusters Score -167501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -167502.859375 Penalty: 2368.901367
	Iteration 15Q: 3 clusters Score -167502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -167505.984375 Penalty: 2368.901367
	Iteration 16Q: 3 clusters Score -167506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -167507.734375 Penalty: 2368.901367
	Iteration 17Q: 3 clusters Score -167507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167508.234375 Penalty: 2368.901367
	Iteration 18Q: 3 clusters Score -167508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167508.234375 Penalty: 2368.901367
	Iteration 19F: 3 clusters Score -167508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 56564 members 
Mstep: Class 5 contains 69045 members 
Mstep: Class 6 contains 78174 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 82905 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 14 contains 37298 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 49728 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 21 contains 71366 members 
Entering Unmasked Estep 
Score: -65806740.000000 Penalty: 32109.041016
Splitting cluster 11 changes total score from -65807268.000000 to -65806740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (37298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Entering Unmasked Estep 
Score: -4734393.500000 Penalty: 1710.588013
	Iteration 0F: 2 clusters Score -4734394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4709438.000000 Penalty: 3421.176025
	Iteration 0F: 3 clusters Score -4709438 nChanged 17295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4719385.000000 Penalty: 3421.176025
	Iteration 1F: 3 clusters Score -4719385 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -4720047.500000 Penalty: 3421.176025
	Iteration 2Q: 3 clusters Score -4720048 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4720966.000000 Penalty: 3421.176025
	Iteration 3F: 3 clusters Score -4720966 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -4722172.000000 Penalty: 3421.176025
	Iteration 4F: 3 clusters Score -4722172 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4723974.500000 Penalty: 3421.176025
	Iteration 5F: 3 clusters Score -4723974 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4726351.500000 Penalty: 3421.176025
	Iteration 6F: 3 clusters Score -4726352 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4728828.000000 Penalty: 3421.176025
	Iteration 7F: 3 clusters Score -4728828 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4730713.500000 Penalty: 3421.176025
	Iteration 8F: 3 clusters Score -4730714 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -4731841.500000 Penalty: 3421.176025
	Iteration 9Q: 3 clusters Score -4731842 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4732373.500000 Penalty: 3421.176025
	Iteration 10Q: 3 clusters Score -4732374 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4732622.500000 Penalty: 3421.176025
	Iteration 11Q: 3 clusters Score -4732622 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4732768.500000 Penalty: 3421.176025
	Iteration 12Q: 3 clusters Score -4732768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -4732839.500000 Penalty: 3421.176025
	Iteration 13Q: 3 clusters Score -4732840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4732870.500000 Penalty: 3421.176025
	Iteration 14Q: 3 clusters Score -4732870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4732895.500000 Penalty: 3421.176025
	Iteration 15Q: 3 clusters Score -4732896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -4732914.000000 Penalty: 3421.176025
	Iteration 16Q: 3 clusters Score -4732914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4732937.000000 Penalty: 3421.176025
	Iteration 17Q: 3 clusters Score -4732937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4732953.500000 Penalty: 3421.176025
	Iteration 18Q: 3 clusters Score -4732954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -4732965.000000 Penalty: 3421.176025
	Iteration 19Q: 3 clusters Score -4732965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4732980.000000 Penalty: 3421.176025
	Iteration 20F: 3 clusters Score -4732980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4732981.500000 Penalty: 3421.176025
	Iteration 21Q: 3 clusters Score -4732982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4732978.500000 Penalty: 3421.176025
	Iteration 22Q: 3 clusters Score -4732978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -4732982.000000 Penalty: 3421.176025
	Iteration 23Q: 3 clusters Score -4732982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -4732982.000000 Penalty: 3421.176025
	Iteration 24F: 3 clusters Score -4732982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Entering Unmasked Estep 
Score: -5165885.000000 Penalty: 1724.492554
	Iteration 0F: 2 clusters Score -5165885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5138738.000000 Penalty: 3448.985107
	Iteration 0F: 3 clusters Score -5138738 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -5149065.000000 Penalty: 3448.985107
	Iteration 1F: 3 clusters Score -5149065 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -5149435.500000 Penalty: 3448.985107
	Iteration 2Q: 3 clusters Score -5149436 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5149724.500000 Penalty: 3448.985107
	Iteration 3Q: 3 clusters Score -5149724 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5149997.500000 Penalty: 3448.985107
	Iteration 4Q: 3 clusters Score -5149998 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5150345.000000 Penalty: 3448.985107
	Iteration 5Q: 3 clusters Score -5150345 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5150693.500000 Penalty: 3448.985107
	Iteration 6Q: 3 clusters Score -5150694 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5151124.500000 Penalty: 3448.985107
	Iteration 7Q: 3 clusters Score -5151124 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -5151758.500000 Penalty: 3448.985107
	Iteration 8Q: 3 clusters Score -5151758 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -5152592.500000 Penalty: 3448.985107
	Iteration 9Q: 3 clusters Score -5152592 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -5153889.000000 Penalty: 3448.985107
	Iteration 10F: 3 clusters Score -5153889 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5155520.500000 Penalty: 3448.985107
	Iteration 11F: 3 clusters Score -5155520 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5156729.500000 Penalty: 3448.985107
	Iteration 12F: 3 clusters Score -5156730 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5157289.500000 Penalty: 3448.985107
	Iteration 13Q: 3 clusters Score -5157290 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -5157503.000000 Penalty: 3448.985107
	Iteration 14Q: 3 clusters Score -5157503 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -5157566.000000 Penalty: 3448.985107
	Iteration 15Q: 3 clusters Score -5157566 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -5157594.500000 Penalty: 3448.985107
	Iteration 16Q: 3 clusters Score -5157594 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5157631.000000 Penalty: 3448.985107
	Iteration 17Q: 3 clusters Score -5157631 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -5157658.000000 Penalty: 3448.985107
	Iteration 18Q: 3 clusters Score -5157658 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -5157683.500000 Penalty: 3448.985107
	Iteration 19Q: 3 clusters Score -5157684 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -5157694.500000 Penalty: 3448.985107
	Iteration 20F: 3 clusters Score -5157694 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5157715.000000 Penalty: 3448.985107
	Iteration 21Q: 3 clusters Score -5157715 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -5157748.500000 Penalty: 3448.985107
	Iteration 22Q: 3 clusters Score -5157748 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -5157766.000000 Penalty: 3448.985107
	Iteration 23Q: 3 clusters Score -5157766 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5157797.500000 Penalty: 3448.985107
	Iteration 24Q: 3 clusters Score -5157798 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -5157818.000000 Penalty: 3448.985107
	Iteration 25Q: 3 clusters Score -5157818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5157835.500000 Penalty: 3448.985107
	Iteration 26Q: 3 clusters Score -5157836 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -5157886.500000 Penalty: 3448.985107
	Iteration 27Q: 3 clusters Score -5157886 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -5157903.000000 Penalty: 3448.985107
	Iteration 28Q: 3 clusters Score -5157903 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5157952.500000 Penalty: 3448.985107
	Iteration 29Q: 3 clusters Score -5157952 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -5157958.500000 Penalty: 3448.985107
	Iteration 30Q: 3 clusters Score -5157958 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5157962.500000 Penalty: 3448.985107
	Iteration 31Q: 3 clusters Score -5157962 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -5158002.000000 Penalty: 3448.985107
	Iteration 32Q: 3 clusters Score -5158002 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5158037.000000 Penalty: 3448.985107
	Iteration 33Q: 3 clusters Score -5158037 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5158037.500000 Penalty: 3448.985107
	Iteration 34Q: 3 clusters Score -5158038 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5158068.000000 Penalty: 3448.985107
	Iteration 35Q: 3 clusters Score -5158068 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5158111.000000 Penalty: 3448.985107
	Iteration 36Q: 3 clusters Score -5158111 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -5158132.000000 Penalty: 3448.985107
	Iteration 37Q: 3 clusters Score -5158132 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5158156.500000 Penalty: 3448.985107
	Iteration 38Q: 3 clusters Score -5158156 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5158185.500000 Penalty: 3448.985107
	Iteration 39Q: 3 clusters Score -5158186 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -5158205.000000 Penalty: 3448.985107
	Iteration 40F: 3 clusters Score -5158205 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -5158224.500000 Penalty: 3448.985107
	Iteration 41Q: 3 clusters Score -5158224 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5158243.000000 Penalty: 3448.985107
	Iteration 42Q: 3 clusters Score -5158243 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5158274.500000 Penalty: 3448.985107
	Iteration 43Q: 3 clusters Score -5158274 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -5158278.500000 Penalty: 3448.985107
	Iteration 44Q: 3 clusters Score -5158278 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -5158299.000000 Penalty: 3448.985107
	Iteration 45Q: 3 clusters Score -5158299 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -5158314.500000 Penalty: 3448.985107
	Iteration 46Q: 3 clusters Score -5158314 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -5158351.500000 Penalty: 3448.985107
	Iteration 47Q: 3 clusters Score -5158352 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5158361 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5158376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5158366 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5158382 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5158394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5158408 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5158438 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5158452 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5158470 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5158486 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5158519 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5158534 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5158574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5158592 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5158628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5158646 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5158656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5158669 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5158696 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5158727 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5158786 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5158828 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5158886 nChanged 260
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -5158909.000000 Penalty: 3448.985107
	Iteration 72Q: 3 clusters Score -5158909 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5158938 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5158986 nChanged 263
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Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5159018 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5159140 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5159200 nChanged 368
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Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5159300 nChanged 389
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Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5159386 nChanged 414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5159477 nChanged 429
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5159588 nChanged 468
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5159694 nChanged 471
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Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5159824 nChanged 469
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5159965 nChanged 468
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5160104 nChanged 485
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5160206 nChanged 491
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5160370 nChanged 490
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5160519 nChanged 482
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5160822 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5161104 nChanged 466
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5161256 nChanged 424
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Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5161519 nChanged 421
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5161645 nChanged 429
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5161778 nChanged 439
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5161892 nChanged 434
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5162018 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5162126 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -5162267.500000 Penalty: 3448.985107
	Iteration 102Q: 3 clusters Score -5162268 nChanged 385
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Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5162382 nChanged 381
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Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5162711 nChanged 332
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Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5162821 nChanged 331
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Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -5162929.500000 Penalty: 3448.985107
	Iteration 108Q: 3 clusters Score -5162930 nChanged 319
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Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5163046 nChanged 313
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Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5163166 nChanged 320
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Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5163256 nChanged 297
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Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5163380.500000 Penalty: 3448.985107
	Iteration 112Q: 3 clusters Score -5163380 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5163466 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5163581 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5163698 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5163772 nChanged 178
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Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5163872 nChanged 174
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Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5163951 nChanged 142
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Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5164000 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5164056.500000 Penalty: 3448.985107
	Iteration 120F: 3 clusters Score -5164056 nChanged 105
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Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5164110 nChanged 89
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Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5164156 nChanged 78
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Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5164191.000000 Penalty: 3448.985107
	Iteration 123Q: 3 clusters Score -5164191 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -5164231.500000 Penalty: 3448.985107
	Iteration 124Q: 3 clusters Score -5164232 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5164260 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -5164281.000000 Penalty: 3448.985107
	Iteration 126Q: 3 clusters Score -5164281 nChanged 46
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Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5164300 nChanged 38
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Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -5164321.500000 Penalty: 3448.985107
	Iteration 128Q: 3 clusters Score -5164322 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -5164334.000000 Penalty: 3448.985107
	Iteration 129Q: 3 clusters Score -5164334 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -5164354.500000 Penalty: 3448.985107
	Iteration 130Q: 3 clusters Score -5164354 nChanged 20
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Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 40057 members 
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	Iteration 131Q: 3 clusters Score -5164365 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -5164379.500000 Penalty: 3448.985107
	Iteration 132Q: 3 clusters Score -5164380 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -5164392.500000 Penalty: 3448.985107
	Iteration 133Q: 3 clusters Score -5164392 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -5164405.000000 Penalty: 3448.985107
	Iteration 134Q: 3 clusters Score -5164405 nChanged 22
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Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -5164425.000000 Penalty: 3448.985107
	Iteration 135Q: 3 clusters Score -5164425 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5164432.500000 Penalty: 3448.985107
	Iteration 136Q: 3 clusters Score -5164432 nChanged 9
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Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5164441.500000 Penalty: 3448.985107
	Iteration 137Q: 3 clusters Score -5164442 nChanged 6
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Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -5164442.500000 Penalty: 3448.985107
	Iteration 138Q: 3 clusters Score -5164442 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5164443.500000 Penalty: 3448.985107
	Iteration 139Q: 3 clusters Score -5164444 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -5164445.500000 Penalty: 3448.985107
	Iteration 140F: 3 clusters Score -5164446 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -5164445.000000 Penalty: 3448.985107
	Iteration 141Q: 3 clusters Score -5164445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -5164447.000000 Penalty: 3448.985107
	Iteration 142Q: 3 clusters Score -5164447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -5164444.500000 Penalty: 3448.985107
	Iteration 143Q: 3 clusters Score -5164444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -5164449.500000 Penalty: 3448.985107
	Iteration 144Q: 3 clusters Score -5164450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5164448.000000 Penalty: 3448.985107
	Iteration 145Q: 3 clusters Score -5164448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -5164448.000000 Penalty: 3448.985107
	Iteration 146Q: 3 clusters Score -5164448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -5164448.000000 Penalty: 3448.985107
	Iteration 147F: 3 clusters Score -5164448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Entering Unmasked Estep 
Score: -6425283.500000 Penalty: 1757.327515
	Iteration 0F: 2 clusters Score -6425284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -6392493.500000 Penalty: 3514.655029
	Iteration 0F: 3 clusters Score -6392494 nChanged 23409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -6405542.000000 Penalty: 3514.655029
	Iteration 1F: 3 clusters Score -6405542 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -6406084.000000 Penalty: 3514.655029
	Iteration 2Q: 3 clusters Score -6406084 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -6406746.000000 Penalty: 3514.655029
	Iteration 3Q: 3 clusters Score -6406746 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -6407666.500000 Penalty: 3514.655029
	Iteration 4Q: 3 clusters Score -6407666 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -6409041.000000 Penalty: 3514.655029
	Iteration 5F: 3 clusters Score -6409041 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -6411185.500000 Penalty: 3514.655029
	Iteration 6F: 3 clusters Score -6411186 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -6414264.500000 Penalty: 3514.655029
	Iteration 7F: 3 clusters Score -6414264 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -6417591.000000 Penalty: 3514.655029
	Iteration 8F: 3 clusters Score -6417591 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -6420394.000000 Penalty: 3514.655029
	Iteration 9F: 3 clusters Score -6420394 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -6422149.500000 Penalty: 3514.655029
	Iteration 10Q: 3 clusters Score -6422150 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -6423038.500000 Penalty: 3514.655029
	Iteration 11Q: 3 clusters Score -6423038 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -6423414.500000 Penalty: 3514.655029
	Iteration 12Q: 3 clusters Score -6423414 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -6423566.000000 Penalty: 3514.655029
	Iteration 13Q: 3 clusters Score -6423566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -6423670.000000 Penalty: 3514.655029
	Iteration 14Q: 3 clusters Score -6423670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -6423696.500000 Penalty: 3514.655029
	Iteration 15Q: 3 clusters Score -6423696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -6423720.000000 Penalty: 3514.655029
	Iteration 16Q: 3 clusters Score -6423720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -6423735.500000 Penalty: 3514.655029
	Iteration 17Q: 3 clusters Score -6423736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -6423750.000000 Penalty: 3514.655029
	Iteration 18Q: 3 clusters Score -6423750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -6423752.000000 Penalty: 3514.655029
	Iteration 19Q: 3 clusters Score -6423752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -6423756.500000 Penalty: 3514.655029
	Iteration 20F: 3 clusters Score -6423756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -6423755.000000 Penalty: 3514.655029
	Iteration 21Q: 3 clusters Score -6423755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -6423756.000000 Penalty: 3514.655029
	Iteration 22Q: 3 clusters Score -6423756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -6423759.000000 Penalty: 3514.655029
	Iteration 23Q: 3 clusters Score -6423759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -6423759.000000 Penalty: 3514.655029
	Iteration 24F: 3 clusters Score -6423759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Entering Unmasked Estep 
Score: -1853595.125000 Penalty: 1558.187378
	Iteration 0F: 2 clusters Score -1853595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1843458.500000 Penalty: 3116.374756
	Iteration 0F: 3 clusters Score -1843458 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1846958.250000 Penalty: 3116.374756
	Iteration 1F: 3 clusters Score -1846958 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1847226.625000 Penalty: 3116.374756
	Iteration 2F: 3 clusters Score -1847227 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1847489.000000 Penalty: 3116.374756
	Iteration 3Q: 3 clusters Score -1847489 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1847755.250000 Penalty: 3116.374756
	Iteration 4Q: 3 clusters Score -1847755 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1848077.375000 Penalty: 3116.374756
	Iteration 5Q: 3 clusters Score -1848077 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1848442.375000 Penalty: 3116.374756
	Iteration 6Q: 3 clusters Score -1848442 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1848909.375000 Penalty: 3116.374756
	Iteration 7F: 3 clusters Score -1848909 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1849503.000000 Penalty: 3116.374756
	Iteration 8F: 3 clusters Score -1849503 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1850107.500000 Penalty: 3116.374756
	Iteration 9F: 3 clusters Score -1850108 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1850678.750000 Penalty: 3116.374756
	Iteration 10Q: 3 clusters Score -1850679 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1851225.375000 Penalty: 3116.374756
	Iteration 11Q: 3 clusters Score -1851225 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1851569.500000 Penalty: 3116.374756
	Iteration 12Q: 3 clusters Score -1851570 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1851781.375000 Penalty: 3116.374756
	Iteration 13Q: 3 clusters Score -1851781 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1851913.250000 Penalty: 3116.374756
	Iteration 14Q: 3 clusters Score -1851913 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1851994.875000 Penalty: 3116.374756
	Iteration 15Q: 3 clusters Score -1851995 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1852056.625000 Penalty: 3116.374756
	Iteration 16Q: 3 clusters Score -1852057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1852101.625000 Penalty: 3116.374756
	Iteration 17Q: 3 clusters Score -1852102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1852132.125000 Penalty: 3116.374756
	Iteration 18Q: 3 clusters Score -1852132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1852160.250000 Penalty: 3116.374756
	Iteration 19Q: 3 clusters Score -1852160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1852189.000000 Penalty: 3116.374756
	Iteration 20F: 3 clusters Score -1852189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1852217.500000 Penalty: 3116.374756
	Iteration 21Q: 3 clusters Score -1852218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1852235.250000 Penalty: 3116.374756
	Iteration 22Q: 3 clusters Score -1852235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1852252.500000 Penalty: 3116.374756
	Iteration 23Q: 3 clusters Score -1852252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1852260.625000 Penalty: 3116.374756
	Iteration 24Q: 3 clusters Score -1852261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1852274.875000 Penalty: 3116.374756
	Iteration 25Q: 3 clusters Score -1852275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1852286.125000 Penalty: 3116.374756
	Iteration 26Q: 3 clusters Score -1852286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1852296.375000 Penalty: 3116.374756
	Iteration 27Q: 3 clusters Score -1852296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1852298.125000 Penalty: 3116.374756
	Iteration 28Q: 3 clusters Score -1852298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1852302.250000 Penalty: 3116.374756
	Iteration 29Q: 3 clusters Score -1852302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1852308.125000 Penalty: 3116.374756
	Iteration 30Q: 3 clusters Score -1852308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1852312.625000 Penalty: 3116.374756
	Iteration 31Q: 3 clusters Score -1852313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1852310.625000 Penalty: 3116.374756
	Iteration 32Q: 3 clusters Score -1852311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1852312.125000 Penalty: 3116.374756
	Iteration 33Q: 3 clusters Score -1852312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1852314.625000 Penalty: 3116.374756
	Iteration 34Q: 3 clusters Score -1852315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1852312.375000 Penalty: 3116.374756
	Iteration 35Q: 3 clusters Score -1852312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1852315.250000 Penalty: 3116.374756
	Iteration 36Q: 3 clusters Score -1852315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1852316.375000 Penalty: 3116.374756
	Iteration 37Q: 3 clusters Score -1852316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1852314.375000 Penalty: 3116.374756
	Iteration 38Q: 3 clusters Score -1852314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1852314.375000 Penalty: 3116.374756
	Iteration 39F: 3 clusters Score -1852314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Entering Unmasked Estep 
Score: -8932601.000000 Penalty: 1816.031250
	Iteration 0F: 2 clusters Score -8932601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -8885412.000000 Penalty: 3632.062500
	Iteration 0F: 3 clusters Score -8885412 nChanged 33712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -8904650.000000 Penalty: 3632.062500
	Iteration 1F: 3 clusters Score -8904650 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -8905268.000000 Penalty: 3632.062500
	Iteration 2Q: 3 clusters Score -8905268 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -8906121.000000 Penalty: 3632.062500
	Iteration 3Q: 3 clusters Score -8906121 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8907460.000000 Penalty: 3632.062500
	Iteration 4Q: 3 clusters Score -8907460 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -8909538.000000 Penalty: 3632.062500
	Iteration 5F: 3 clusters Score -8909538 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -8912861.000000 Penalty: 3632.062500
	Iteration 6F: 3 clusters Score -8912861 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -8917400.000000 Penalty: 3632.062500
	Iteration 7F: 3 clusters Score -8917400 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -8922090.000000 Penalty: 3632.062500
	Iteration 8F: 3 clusters Score -8922090 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -8925725.000000 Penalty: 3632.062500
	Iteration 9F: 3 clusters Score -8925725 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -8928227.000000 Penalty: 3632.062500
	Iteration 10Q: 3 clusters Score -8928227 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -8929527.000000 Penalty: 3632.062500
	Iteration 11Q: 3 clusters Score -8929527 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -8930097.000000 Penalty: 3632.062500
	Iteration 12Q: 3 clusters Score -8930097 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -8930488.000000 Penalty: 3632.062500
	Iteration 13Q: 3 clusters Score -8930488 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -8930682.000000 Penalty: 3632.062500
	Iteration 14Q: 3 clusters Score -8930682 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -8930818.000000 Penalty: 3632.062500
	Iteration 15Q: 3 clusters Score -8930818 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -8930912.000000 Penalty: 3632.062500
	Iteration 16Q: 3 clusters Score -8930912 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -8930996.000000 Penalty: 3632.062500
	Iteration 17Q: 3 clusters Score -8930996 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -8931041.000000 Penalty: 3632.062500
	Iteration 18Q: 3 clusters Score -8931041 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -8931054.000000 Penalty: 3632.062500
	Iteration 19Q: 3 clusters Score -8931054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -8931064.000000 Penalty: 3632.062500
	Iteration 20F: 3 clusters Score -8931064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -8931082.000000 Penalty: 3632.062500
	Iteration 21Q: 3 clusters Score -8931082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -8931077.000000 Penalty: 3632.062500
	Iteration 22Q: 3 clusters Score -8931077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -8931076.000000 Penalty: 3632.062500
	Iteration 23Q: 3 clusters Score -8931076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -8931087.000000 Penalty: 3632.062500
	Iteration 24Q: 3 clusters Score -8931087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -8931101.000000 Penalty: 3632.062500
	Iteration 25Q: 3 clusters Score -8931101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -8931108.000000 Penalty: 3632.062500
	Iteration 26Q: 3 clusters Score -8931108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -8931118.000000 Penalty: 3632.062500
	Iteration 27Q: 3 clusters Score -8931118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -8931123.000000 Penalty: 3632.062500
	Iteration 28Q: 3 clusters Score -8931123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -8931113.000000 Penalty: 3632.062500
	Iteration 29Q: 3 clusters Score -8931113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
Score: -8931113.000000 Penalty: 3632.062500
	Iteration 30Q: 3 clusters Score -8931113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -8931124.000000 Penalty: 3632.062500
	Iteration 31Q: 3 clusters Score -8931124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -8931131.000000 Penalty: 3632.062500
	Iteration 32Q: 3 clusters Score -8931131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -8931134.000000 Penalty: 3632.062500
	Iteration 33Q: 3 clusters Score -8931134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -8931123.000000 Penalty: 3632.062500
	Iteration 34Q: 3 clusters Score -8931123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -8931129.000000 Penalty: 3632.062500
	Iteration 35Q: 3 clusters Score -8931129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -8931119.000000 Penalty: 3632.062500
	Iteration 36Q: 3 clusters Score -8931119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -8931133.000000 Penalty: 3632.062500
	Iteration 37Q: 3 clusters Score -8931133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -8931136.000000 Penalty: 3632.062500
	Iteration 38Q: 3 clusters Score -8931136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -8931130.000000 Penalty: 3632.062500
	Iteration 39Q: 3 clusters Score -8931130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -8931120.000000 Penalty: 3632.062500
	Iteration 40F: 3 clusters Score -8931120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -8931116.000000 Penalty: 3632.062500
	Iteration 41Q: 3 clusters Score -8931116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -8931111.000000 Penalty: 3632.062500
	Iteration 42Q: 3 clusters Score -8931111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -8931121.000000 Penalty: 3632.062500
	Iteration 43Q: 3 clusters Score -8931121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -8931118.000000 Penalty: 3632.062500
	Iteration 44Q: 3 clusters Score -8931118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -8931103.000000 Penalty: 3632.062500
	Iteration 45Q: 3 clusters Score -8931103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -8931095.000000 Penalty: 3632.062500
	Iteration 46Q: 3 clusters Score -8931095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -8931103.000000 Penalty: 3632.062500
	Iteration 47Q: 3 clusters Score -8931103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -8931107.000000 Penalty: 3632.062500
	Iteration 48Q: 3 clusters Score -8931107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -8931100.000000 Penalty: 3632.062500
	Iteration 49Q: 3 clusters Score -8931100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -8931101.000000 Penalty: 3632.062500
	Iteration 50Q: 3 clusters Score -8931101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -8931110.000000 Penalty: 3632.062500
	Iteration 51Q: 3 clusters Score -8931110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -8931107.000000 Penalty: 3632.062500
	Iteration 52Q: 3 clusters Score -8931107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -8931102.000000 Penalty: 3632.062500
	Iteration 53Q: 3 clusters Score -8931102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -8931100.000000 Penalty: 3632.062500
	Iteration 54Q: 3 clusters Score -8931100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -8931097.000000 Penalty: 3632.062500
	Iteration 55Q: 3 clusters Score -8931097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -8931097.000000 Penalty: 3632.062500
	Iteration 56F: 3 clusters Score -8931097 nChanged 0
--- Evaluating fit on full set of 1577819 points ---
Entering Unmasked Estep 
Score: -197664880.000000 Penalty: 32467.785156
22->15 Clusters: Score -197664880.000000, best is -198131216.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 525939 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 23875 members 
Mstep: Class 3 contains 23806 members 
Mstep: Class 4 contains 23773 members 
Mstep: Class 5 contains 24214 members 
Mstep: Class 6 contains 23911 members 
Mstep: Class 7 contains 24102 members 
Mstep: Class 8 contains 23753 members 
Mstep: Class 9 contains 23873 members 
Mstep: Class 10 contains 24131 members 
Mstep: Class 11 contains 23914 members 
Mstep: Class 12 contains 23957 members 
Mstep: Class 13 contains 23639 members 
Mstep: Class 14 contains 23630 members 
Mstep: Class 15 contains 24043 members 
Mstep: Class 16 contains 23952 members 
Mstep: Class 17 contains 23990 members 
Mstep: Class 18 contains 24161 members 
Mstep: Class 19 contains 23974 members 
Mstep: Class 20 contains 23692 members 
Mstep: Class 21 contains 23570 members 
Mstep: Class 22 contains 23891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1738.995361 but Gain 2140.601562
Score: -64053776.000000 Penalty: 44952.660156
Iteration 0F: 22 clusters Score -6.405378e+07 nChanged 500520
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 24492 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 31452 members 
Mstep: Class 5 contains 18428 members 
Mstep: Class 6 contains 27757 members 
Mstep: Class 7 contains 18910 members 
Mstep: Class 8 contains 48912 members 
Mstep: Class 9 contains 4943 members 
Mstep: Class 10 contains 18938 members 
Mstep: Class 11 contains 122550 members 
Mstep: Class 12 contains 11268 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 32208 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 26213 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 11142 members 
Mstep: Class 21 contains 6625 members 
Mstep: Class 22 contains 6059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65055608.000000 Penalty: 44952.660156
Iteration 1F: 22 clusters Score -6.505561e+07 nChanged 157862
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 21340 members 
Mstep: Class 3 contains 15348 members 
Mstep: Class 4 contains 29336 members 
Mstep: Class 5 contains 15261 members 
Mstep: Class 6 contains 22656 members 
Mstep: Class 7 contains 13942 members 
Mstep: Class 8 contains 59226 members 
Mstep: Class 9 contains 2770 members 
Mstep: Class 10 contains 17160 members 
Mstep: Class 11 contains 165311 members 
Mstep: Class 12 contains 8874 members 
Mstep: Class 13 contains 45624 members 
Mstep: Class 14 contains 17459 members 
Mstep: Class 15 contains 21827 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 18 contains 24187 members 
Mstep: Class 19 contains 7257 members 
Mstep: Class 20 contains 7681 members 
Mstep: Class 21 contains 4157 members 
Mstep: Class 22 contains 6479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1806.937622 but Gain 2140.605469
Score: -65119700.000000 Penalty: 42812.054688
Iteration 2F: 21 clusters Score -6.51197e+07 nChanged 119142
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 19169 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 29925 members 
Mstep: Class 5 contains 13260 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 11811 members 
Mstep: Class 8 contains 78308 members 
Mstep: Class 10 contains 15843 members 
Mstep: Class 11 contains 163392 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 50360 members 
Mstep: Class 14 contains 15637 members 
Mstep: Class 15 contains 18181 members 
Mstep: Class 17 contains 5460 members 
Mstep: Class 18 contains 27578 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 5317 members 
Mstep: Class 21 contains 3041 members 
Mstep: Class 22 contains 6203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65209816.000000 Penalty: 42812.054688
Iteration 3F: 21 clusters Score -6.520982e+07 nChanged 94045
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 16667 members 
Mstep: Class 3 contains 26016 members 
Mstep: Class 4 contains 29260 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 14507 members 
Mstep: Class 7 contains 10507 members 
Mstep: Class 8 contains 101790 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 150663 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 57531 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 17225 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 31786 members 
Mstep: Class 19 contains 3671 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 2014 members 
Mstep: Class 22 contains 5380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65301760.000000 Penalty: 42812.054688
Iteration 4F: 21 clusters Score -6.530176e+07 nChanged 90367
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 30307 members 
Mstep: Class 4 contains 26756 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 10608 members 
Mstep: Class 7 contains 9615 members 
Mstep: Class 8 contains 123477 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 138155 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 68244 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 16702 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 18 contains 35352 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1677.654663 but Gain 2140.601562
Score: -65365832.000000 Penalty: 40671.453125
Iteration 5F: 20 clusters Score -6.536583e+07 nChanged 87807
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 33787 members 
Mstep: Class 4 contains 25102 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 7335 members 
Mstep: Class 7 contains 9689 members 
Mstep: Class 8 contains 136033 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 125291 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 84969 members 
Mstep: Class 14 contains 7582 members 
Mstep: Class 15 contains 16058 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 37738 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 21 contains 900 members 
Mstep: Class 22 contains 4141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1412.017456 but Gain 2140.601562
Score: -65422432.000000 Penalty: 38530.851562
Iteration 6F: 19 clusters Score -6.542243e+07 nChanged 75749
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10465 members 
Mstep: Class 3 contains 36489 members 
Mstep: Class 4 contains 25333 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 7 contains 10621 members 
Mstep: Class 8 contains 138465 members 
Mstep: Class 10 contains 5544 members 
Mstep: Class 11 contains 115243 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 103585 members 
Mstep: Class 14 contains 5780 members 
Mstep: Class 15 contains 15100 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 38717 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2096.820312 but Gain 2140.605469
Score: -65463720.000000 Penalty: 36390.246094
Iteration 7F: 18 clusters Score -6.546372e+07 nChanged 59884
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9894 members 
Mstep: Class 3 contains 38590 members 
Mstep: Class 4 contains 26742 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 6 contains 2897 members 
Mstep: Class 7 contains 12116 members 
Mstep: Class 8 contains 137906 members 
Mstep: Class 10 contains 4153 members 
Mstep: Class 11 contains 106956 members 
Mstep: Class 13 contains 116072 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 14888 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 40287 members 
Mstep: Class 21 contains 596 members 
Mstep: Class 22 contains 3788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1575.054077 but Gain 2140.601562
Score: -65492288.000000 Penalty: 34249.644531
Iteration 8F: 17 clusters Score -6.549229e+07 nChanged 45770
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 2 contains 9654 members 
Mstep: Class 3 contains 40703 members 
Mstep: Class 4 contains 28631 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 1798 members 
Mstep: Class 7 contains 13745 members 
Mstep: Class 8 contains 136557 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 99221 members 
Mstep: Class 13 contains 121682 members 
Mstep: Class 14 contains 3693 members 
Mstep: Class 15 contains 15366 members 
Mstep: Class 17 contains 1637 members 
Mstep: Class 18 contains 43818 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1208.192383 but Gain 2140.603516
Score: -65521444.000000 Penalty: 32109.041016
Iteration 9F: 16 clusters Score -6.552144e+07 nChanged 37355
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 9916 members 
Mstep: Class 3 contains 42045 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 7 contains 15262 members 
Mstep: Class 8 contains 134615 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 93112 members 
Mstep: Class 13 contains 122096 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 16407 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 48844 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1368.957764 but Gain 2140.601562
Score: -65551668.000000 Penalty: 29968.439453
Iteration 10F: 15 clusters Score -6.555167e+07 nChanged 32753
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 2 contains 10388 members 
Mstep: Class 3 contains 42956 members 
Mstep: Class 4 contains 31481 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 132180 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 88444 members 
Mstep: Class 13 contains 119587 members 
Mstep: Class 14 contains 2814 members 
Mstep: Class 15 contains 17979 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 55228 members 
Mstep: Class 21 contains 492 members 
Mstep: Class 22 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65578200.000000 Penalty: 29968.439453
Iteration 11F: 15 clusters Score -6.55782e+07 nChanged 28614
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 10876 members 
Mstep: Class 3 contains 43575 members 
Mstep: Class 4 contains 32180 members 
Mstep: Class 7 contains 17488 members 
Mstep: Class 8 contains 128655 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 85532 members 
Mstep: Class 13 contains 114810 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 62297 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 3791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2133.941406 but Gain 2140.603516
Score: -65600688.000000 Penalty: 27827.835938
Iteration 12F: 14 clusters Score -6.560069e+07 nChanged 26959
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 11596 members 
Mstep: Class 3 contains 44094 members 
Mstep: Class 4 contains 32696 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 125361 members 
Mstep: Class 11 contains 84026 members 
Mstep: Class 13 contains 109070 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 21994 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 70172 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 3816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65619300.000000 Penalty: 27827.835938
Iteration 13F: 14 clusters Score -6.56193e+07 nChanged 23039
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 12078 members 
Mstep: Class 3 contains 44335 members 
Mstep: Class 4 contains 32849 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 122340 members 
Mstep: Class 11 contains 83188 members 
Mstep: Class 13 contains 101522 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 23620 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 78490 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 3821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65633416.000000 Penalty: 27827.835938
Iteration 14Q: 14 clusters Score -6.563342e+07 nChanged 23881
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 12464 members 
Mstep: Class 3 contains 44382 members 
Mstep: Class 4 contains 33027 members 
Mstep: Class 7 contains 19559 members 
Mstep: Class 8 contains 119941 members 
Mstep: Class 11 contains 82416 members 
Mstep: Class 13 contains 91850 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 25300 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 88568 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 22 contains 3800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65644700.000000 Penalty: 27827.835938
Iteration 15Q: 14 clusters Score -6.56447e+07 nChanged 22927
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 12728 members 
Mstep: Class 3 contains 44618 members 
Mstep: Class 4 contains 33146 members 
Mstep: Class 7 contains 20015 members 
Mstep: Class 8 contains 118197 members 
Mstep: Class 11 contains 81596 members 
Mstep: Class 13 contains 82540 members 
Mstep: Class 14 contains 2035 members 
Mstep: Class 15 contains 26941 members 
Mstep: Class 17 contains 2218 members 
Mstep: Class 18 contains 97786 members 
Mstep: Class 21 contains 341 members 
Mstep: Class 22 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65655640.000000 Penalty: 27827.835938
Iteration 16Q: 14 clusters Score -6.565564e+07 nChanged 19100
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 12924 members 
Mstep: Class 3 contains 45003 members 
Mstep: Class 4 contains 33004 members 
Mstep: Class 7 contains 20462 members 
Mstep: Class 8 contains 116443 members 
Mstep: Class 11 contains 80617 members 
Mstep: Class 13 contains 76947 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 28495 members 
Mstep: Class 17 contains 2348 members 
Mstep: Class 18 contains 103706 members 
Mstep: Class 21 contains 332 members 
Mstep: Class 22 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65661852.000000 Penalty: 27827.835938
Iteration 17Q: 14 clusters Score -6.566185e+07 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 13064 members 
Mstep: Class 3 contains 45478 members 
Mstep: Class 4 contains 32583 members 
Mstep: Class 7 contains 20997 members 
Mstep: Class 8 contains 115227 members 
Mstep: Class 11 contains 79676 members 
Mstep: Class 13 contains 74117 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 29939 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 106502 members 
Mstep: Class 21 contains 329 members 
Mstep: Class 22 contains 3627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65667564.000000 Penalty: 27827.835938
Iteration 18Q: 14 clusters Score -6.566756e+07 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 13188 members 
Mstep: Class 3 contains 45936 members 
Mstep: Class 4 contains 32242 members 
Mstep: Class 7 contains 21573 members 
Mstep: Class 8 contains 114372 members 
Mstep: Class 11 contains 78804 members 
Mstep: Class 13 contains 73321 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 30964 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 107176 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65672852.000000 Penalty: 27827.835938
Iteration 19Q: 14 clusters Score -6.567285e+07 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 13315 members 
Mstep: Class 3 contains 46450 members 
Mstep: Class 4 contains 32002 members 
Mstep: Class 7 contains 22133 members 
Mstep: Class 8 contains 113726 members 
Mstep: Class 11 contains 78027 members 
Mstep: Class 13 contains 73449 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 31843 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 18 contains 106580 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65679756.000000 Penalty: 27827.835938
Iteration 20F: 14 clusters Score -6.567976e+07 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13494 members 
Mstep: Class 3 contains 47081 members 
Mstep: Class 4 contains 31929 members 
Mstep: Class 7 contains 22723 members 
Mstep: Class 8 contains 113014 members 
Mstep: Class 11 contains 77211 members 
Mstep: Class 13 contains 73418 members 
Mstep: Class 14 contains 1722 members 
Mstep: Class 15 contains 32730 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 105861 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65687756.000000 Penalty: 27827.835938
Iteration 21Q: 14 clusters Score -6.568776e+07 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13605 members 
Mstep: Class 3 contains 47777 members 
Mstep: Class 4 contains 31935 members 
Mstep: Class 7 contains 23304 members 
Mstep: Class 8 contains 112338 members 
Mstep: Class 11 contains 76390 members 
Mstep: Class 13 contains 73604 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 33526 members 
Mstep: Class 17 contains 3419 members 
Mstep: Class 18 contains 104888 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 3188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65697004.000000 Penalty: 27827.835938
Iteration 22Q: 14 clusters Score -6.5697e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 48459 members 
Mstep: Class 4 contains 32037 members 
Mstep: Class 7 contains 23865 members 
Mstep: Class 8 contains 111479 members 
Mstep: Class 11 contains 75610 members 
Mstep: Class 13 contains 73659 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 34068 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 104331 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65706668.000000 Penalty: 27827.835938
Iteration 23Q: 14 clusters Score -6.570667e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13699 members 
Mstep: Class 3 contains 48990 members 
Mstep: Class 4 contains 32237 members 
Mstep: Class 7 contains 24358 members 
Mstep: Class 8 contains 110536 members 
Mstep: Class 11 contains 74814 members 
Mstep: Class 13 contains 73510 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 34480 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 18 contains 104406 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65715456.000000 Penalty: 27827.835938
Iteration 24Q: 14 clusters Score -6.571546e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 49531 members 
Mstep: Class 4 contains 32522 members 
Mstep: Class 7 contains 24757 members 
Mstep: Class 8 contains 109538 members 
Mstep: Class 11 contains 74069 members 
Mstep: Class 13 contains 73039 members 
Mstep: Class 14 contains 1520 members 
Mstep: Class 15 contains 34737 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 104962 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2107.600342 but Gain 2140.601562
Score: -65722700.000000 Penalty: 25687.234375
Iteration 25Q: 13 clusters Score -6.57227e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13681 members 
Mstep: Class 3 contains 50019 members 
Mstep: Class 4 contains 32841 members 
Mstep: Class 7 contains 25290 members 
Mstep: Class 8 contains 108559 members 
Mstep: Class 11 contains 73970 members 
Mstep: Class 13 contains 72695 members 
Mstep: Class 15 contains 34885 members 
Mstep: Class 17 contains 5144 members 
Mstep: Class 18 contains 106265 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65728760.000000 Penalty: 25687.234375
Iteration 26Q: 13 clusters Score -6.572876e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13607 members 
Mstep: Class 3 contains 50447 members 
Mstep: Class 4 contains 33181 members 
Mstep: Class 7 contains 25641 members 
Mstep: Class 8 contains 107603 members 
Mstep: Class 11 contains 73369 members 
Mstep: Class 13 contains 72310 members 
Mstep: Class 15 contains 34768 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 107101 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65732060.000000 Penalty: 25687.234375
Iteration 27Q: 13 clusters Score -6.573206e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13509 members 
Mstep: Class 3 contains 50743 members 
Mstep: Class 4 contains 33619 members 
Mstep: Class 7 contains 26010 members 
Mstep: Class 8 contains 106753 members 
Mstep: Class 11 contains 72878 members 
Mstep: Class 13 contains 71947 members 
Mstep: Class 15 contains 34576 members 
Mstep: Class 17 contains 5659 members 
Mstep: Class 18 contains 107845 members 
Mstep: Class 21 contains 244 members 
Mstep: Class 22 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65734564.000000 Penalty: 25687.234375
Iteration 28Q: 13 clusters Score -6.573456e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13462 members 
Mstep: Class 3 contains 50913 members 
Mstep: Class 4 contains 34198 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 105999 members 
Mstep: Class 11 contains 72515 members 
Mstep: Class 13 contains 71632 members 
Mstep: Class 15 contains 34399 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 108329 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65736300.000000 Penalty: 25687.234375
Iteration 29Q: 13 clusters Score -6.57363e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13444 members 
Mstep: Class 3 contains 50925 members 
Mstep: Class 4 contains 34874 members 
Mstep: Class 7 contains 26643 members 
Mstep: Class 8 contains 105392 members 
Mstep: Class 11 contains 72206 members 
Mstep: Class 13 contains 71265 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 108703 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65737516.000000 Penalty: 25687.234375
Iteration 30Q: 13 clusters Score -6.573752e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13454 members 
Mstep: Class 3 contains 50757 members 
Mstep: Class 4 contains 35638 members 
Mstep: Class 7 contains 27016 members 
Mstep: Class 8 contains 104810 members 
Mstep: Class 11 contains 71885 members 
Mstep: Class 13 contains 70973 members 
Mstep: Class 15 contains 33965 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 109058 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65738412.000000 Penalty: 25687.234375
Iteration 31Q: 13 clusters Score -6.573841e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13443 members 
Mstep: Class 3 contains 50537 members 
Mstep: Class 4 contains 36475 members 
Mstep: Class 7 contains 27401 members 
Mstep: Class 8 contains 104258 members 
Mstep: Class 11 contains 71598 members 
Mstep: Class 13 contains 70753 members 
Mstep: Class 15 contains 33692 members 
Mstep: Class 17 contains 6209 members 
Mstep: Class 18 contains 109322 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65738856.000000 Penalty: 25687.234375
Iteration 32Q: 13 clusters Score -6.573886e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13461 members 
Mstep: Class 3 contains 50118 members 
Mstep: Class 4 contains 37433 members 
Mstep: Class 7 contains 27747 members 
Mstep: Class 8 contains 103709 members 
Mstep: Class 11 contains 71343 members 
Mstep: Class 13 contains 70616 members 
Mstep: Class 15 contains 33410 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 109567 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65739904.000000 Penalty: 25687.234375
Iteration 33Q: 13 clusters Score -6.57399e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13480 members 
Mstep: Class 3 contains 49594 members 
Mstep: Class 4 contains 38425 members 
Mstep: Class 7 contains 28122 members 
Mstep: Class 8 contains 103159 members 
Mstep: Class 11 contains 71081 members 
Mstep: Class 13 contains 70506 members 
Mstep: Class 15 contains 33154 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 109815 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65741212.000000 Penalty: 25687.234375
Iteration 34Q: 13 clusters Score -6.574121e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13505 members 
Mstep: Class 3 contains 49030 members 
Mstep: Class 4 contains 39439 members 
Mstep: Class 7 contains 28518 members 
Mstep: Class 8 contains 102611 members 
Mstep: Class 11 contains 70807 members 
Mstep: Class 13 contains 70354 members 
Mstep: Class 15 contains 32918 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 110091 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65741632.000000 Penalty: 25687.234375
Iteration 35Q: 13 clusters Score -6.574163e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13547 members 
Mstep: Class 3 contains 48440 members 
Mstep: Class 4 contains 40463 members 
Mstep: Class 7 contains 28892 members 
Mstep: Class 8 contains 102072 members 
Mstep: Class 11 contains 70519 members 
Mstep: Class 13 contains 70229 members 
Mstep: Class 15 contains 32720 members 
Mstep: Class 17 contains 6510 members 
Mstep: Class 18 contains 110341 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65742416.000000 Penalty: 25687.234375
Iteration 36Q: 13 clusters Score -6.574242e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13615 members 
Mstep: Class 3 contains 47818 members 
Mstep: Class 4 contains 41517 members 
Mstep: Class 7 contains 29302 members 
Mstep: Class 8 contains 101461 members 
Mstep: Class 11 contains 70225 members 
Mstep: Class 13 contains 70156 members 
Mstep: Class 15 contains 32512 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 110579 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743108.000000 Penalty: 25687.234375
Iteration 37Q: 13 clusters Score -6.574311e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13684 members 
Mstep: Class 3 contains 47179 members 
Mstep: Class 4 contains 42550 members 
Mstep: Class 7 contains 29721 members 
Mstep: Class 8 contains 100870 members 
Mstep: Class 11 contains 69936 members 
Mstep: Class 13 contains 70088 members 
Mstep: Class 15 contains 32318 members 
Mstep: Class 17 contains 6586 members 
Mstep: Class 18 contains 110815 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744076.000000 Penalty: 25687.234375
Iteration 38Q: 13 clusters Score -6.574408e+07 nChanged 3600
Entering ConstructFrom: 
Score: -65744076.000000 Penalty: 25687.234375
Entering ConstructFrom: 
Trying to split cluster 2 (13721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Entering Unmasked Estep 
Score: -1761392.875000 Penalty: 1548.085938
	Iteration 0F: 2 clusters Score -1761393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1751790.000000 Penalty: 3096.171875
	Iteration 0F: 3 clusters Score -1751790 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1755157.375000 Penalty: 3096.171875
	Iteration 1F: 3 clusters Score -1755157 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1755554.625000 Penalty: 3096.171875
	Iteration 2F: 3 clusters Score -1755555 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1755923.875000 Penalty: 3096.171875
	Iteration 3F: 3 clusters Score -1755924 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1756276.500000 Penalty: 3096.171875
	Iteration 4Q: 3 clusters Score -1756276 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1756624.875000 Penalty: 3096.171875
	Iteration 5F: 3 clusters Score -1756625 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1756919.625000 Penalty: 3096.171875
	Iteration 6Q: 3 clusters Score -1756920 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1757175.125000 Penalty: 3096.171875
	Iteration 7Q: 3 clusters Score -1757175 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1757413.625000 Penalty: 3096.171875
	Iteration 8Q: 3 clusters Score -1757414 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1757660.625000 Penalty: 3096.171875
	Iteration 9Q: 3 clusters Score -1757661 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1757886.125000 Penalty: 3096.171875
	Iteration 10Q: 3 clusters Score -1757886 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1758098.250000 Penalty: 3096.171875
	Iteration 11Q: 3 clusters Score -1758098 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1758277.000000 Penalty: 3096.171875
	Iteration 12Q: 3 clusters Score -1758277 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1758384.500000 Penalty: 3096.171875
	Iteration 13Q: 3 clusters Score -1758384 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1758461.000000 Penalty: 3096.171875
	Iteration 14Q: 3 clusters Score -1758461 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1758534.750000 Penalty: 3096.171875
	Iteration 15Q: 3 clusters Score -1758535 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1758587.500000 Penalty: 3096.171875
	Iteration 16Q: 3 clusters Score -1758588 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1758615.125000 Penalty: 3096.171875
	Iteration 17Q: 3 clusters Score -1758615 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1758634.375000 Penalty: 3096.171875
	Iteration 18Q: 3 clusters Score -1758634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1758650.625000 Penalty: 3096.171875
	Iteration 19Q: 3 clusters Score -1758651 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1758665.000000 Penalty: 3096.171875
	Iteration 20F: 3 clusters Score -1758665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1758674.375000 Penalty: 3096.171875
	Iteration 21Q: 3 clusters Score -1758674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1758687.125000 Penalty: 3096.171875
	Iteration 22Q: 3 clusters Score -1758687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1758686.375000 Penalty: 3096.171875
	Iteration 23Q: 3 clusters Score -1758686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1758704.250000 Penalty: 3096.171875
	Iteration 24Q: 3 clusters Score -1758704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1758714.625000 Penalty: 3096.171875
	Iteration 25Q: 3 clusters Score -1758715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1758725.500000 Penalty: 3096.171875
	Iteration 26Q: 3 clusters Score -1758726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1758743.250000 Penalty: 3096.171875
	Iteration 27Q: 3 clusters Score -1758743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1758761.750000 Penalty: 3096.171875
	Iteration 28Q: 3 clusters Score -1758762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1758772.875000 Penalty: 3096.171875
	Iteration 29Q: 3 clusters Score -1758773 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1758785.625000 Penalty: 3096.171875
	Iteration 30Q: 3 clusters Score -1758786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1758799.750000 Penalty: 3096.171875
	Iteration 31Q: 3 clusters Score -1758800 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1758811.625000 Penalty: 3096.171875
	Iteration 32Q: 3 clusters Score -1758812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1758828.875000 Penalty: 3096.171875
	Iteration 33Q: 3 clusters Score -1758829 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1758846.250000 Penalty: 3096.171875
	Iteration 34Q: 3 clusters Score -1758846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1758862.750000 Penalty: 3096.171875
	Iteration 35Q: 3 clusters Score -1758863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1758887.875000 Penalty: 3096.171875
	Iteration 36Q: 3 clusters Score -1758888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1758909.125000 Penalty: 3096.171875
	Iteration 37Q: 3 clusters Score -1758909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1758931.250000 Penalty: 3096.171875
	Iteration 38Q: 3 clusters Score -1758931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1758960.500000 Penalty: 3096.171875
	Iteration 39Q: 3 clusters Score -1758960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1758995.125000 Penalty: 3096.171875
	Iteration 40F: 3 clusters Score -1758995 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1759018.500000 Penalty: 3096.171875
	Iteration 41Q: 3 clusters Score -1759018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1759060.000000 Penalty: 3096.171875
	Iteration 42Q: 3 clusters Score -1759060 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1759108.000000 Penalty: 3096.171875
	Iteration 43Q: 3 clusters Score -1759108 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1759149.250000 Penalty: 3096.171875
	Iteration 44Q: 3 clusters Score -1759149 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1759202.000000 Penalty: 3096.171875
	Iteration 45Q: 3 clusters Score -1759202 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1759251.375000 Penalty: 3096.171875
	Iteration 46Q: 3 clusters Score -1759251 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1759304.875000 Penalty: 3096.171875
	Iteration 47Q: 3 clusters Score -1759305 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1759342.000000 Penalty: 3096.171875
	Iteration 48Q: 3 clusters Score -1759342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1759382.125000 Penalty: 3096.171875
	Iteration 49Q: 3 clusters Score -1759382 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1759412.875000 Penalty: 3096.171875
	Iteration 50Q: 3 clusters Score -1759413 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1759438.250000 Penalty: 3096.171875
	Iteration 51Q: 3 clusters Score -1759438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1759462.500000 Penalty: 3096.171875
	Iteration 52Q: 3 clusters Score -1759462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1759486.750000 Penalty: 3096.171875
	Iteration 53Q: 3 clusters Score -1759487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1759512.375000 Penalty: 3096.171875
	Iteration 54Q: 3 clusters Score -1759512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1759536.125000 Penalty: 3096.171875
	Iteration 55Q: 3 clusters Score -1759536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1759553.125000 Penalty: 3096.171875
	Iteration 56Q: 3 clusters Score -1759553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1759573.750000 Penalty: 3096.171875
	Iteration 57Q: 3 clusters Score -1759574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1759596.250000 Penalty: 3096.171875
	Iteration 58Q: 3 clusters Score -1759596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1759614.500000 Penalty: 3096.171875
	Iteration 59Q: 3 clusters Score -1759614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1759638.375000 Penalty: 3096.171875
	Iteration 60F: 3 clusters Score -1759638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1759651.500000 Penalty: 3096.171875
	Iteration 61Q: 3 clusters Score -1759652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1759665.375000 Penalty: 3096.171875
	Iteration 62Q: 3 clusters Score -1759665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1759687.125000 Penalty: 3096.171875
	Iteration 63Q: 3 clusters Score -1759687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1759692.750000 Penalty: 3096.171875
	Iteration 64Q: 3 clusters Score -1759693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1759705.750000 Penalty: 3096.171875
	Iteration 65Q: 3 clusters Score -1759706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1759723.125000 Penalty: 3096.171875
	Iteration 66Q: 3 clusters Score -1759723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1759739.625000 Penalty: 3096.171875
	Iteration 67Q: 3 clusters Score -1759740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1759753.000000 Penalty: 3096.171875
	Iteration 68Q: 3 clusters Score -1759753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1759764.500000 Penalty: 3096.171875
	Iteration 69Q: 3 clusters Score -1759764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1759775.375000 Penalty: 3096.171875
	Iteration 70Q: 3 clusters Score -1759775 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1759795.625000 Penalty: 3096.171875
	Iteration 71Q: 3 clusters Score -1759796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1759814.750000 Penalty: 3096.171875
	Iteration 72Q: 3 clusters Score -1759815 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1759836.125000 Penalty: 3096.171875
	Iteration 73Q: 3 clusters Score -1759836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1759867.250000 Penalty: 3096.171875
	Iteration 74Q: 3 clusters Score -1759867 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1759890.500000 Penalty: 3096.171875
	Iteration 75Q: 3 clusters Score -1759890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1759911.500000 Penalty: 3096.171875
	Iteration 76Q: 3 clusters Score -1759912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1759938.750000 Penalty: 3096.171875
	Iteration 77Q: 3 clusters Score -1759939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1759960.625000 Penalty: 3096.171875
	Iteration 78Q: 3 clusters Score -1759961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1759971.125000 Penalty: 3096.171875
	Iteration 79Q: 3 clusters Score -1759971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1759984.250000 Penalty: 3096.171875
	Iteration 80F: 3 clusters Score -1759984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1759993.500000 Penalty: 3096.171875
	Iteration 81Q: 3 clusters Score -1759994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1760004.250000 Penalty: 3096.171875
	Iteration 82Q: 3 clusters Score -1760004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1760014.250000 Penalty: 3096.171875
	Iteration 83Q: 3 clusters Score -1760014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1760021.375000 Penalty: 3096.171875
	Iteration 84Q: 3 clusters Score -1760021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1760031.000000 Penalty: 3096.171875
	Iteration 85Q: 3 clusters Score -1760031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1760036.125000 Penalty: 3096.171875
	Iteration 86Q: 3 clusters Score -1760036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1760045.250000 Penalty: 3096.171875
	Iteration 87Q: 3 clusters Score -1760045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1760047.500000 Penalty: 3096.171875
	Iteration 88Q: 3 clusters Score -1760048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1760054.250000 Penalty: 3096.171875
	Iteration 89Q: 3 clusters Score -1760054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1760061.875000 Penalty: 3096.171875
	Iteration 90Q: 3 clusters Score -1760062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1760070.250000 Penalty: 3096.171875
	Iteration 91Q: 3 clusters Score -1760070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1760073.250000 Penalty: 3096.171875
	Iteration 92Q: 3 clusters Score -1760073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1760077.000000 Penalty: 3096.171875
	Iteration 93Q: 3 clusters Score -1760077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1760086.875000 Penalty: 3096.171875
	Iteration 94Q: 3 clusters Score -1760087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1760089.500000 Penalty: 3096.171875
	Iteration 95Q: 3 clusters Score -1760090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1760092.500000 Penalty: 3096.171875
	Iteration 96Q: 3 clusters Score -1760092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1760097.125000 Penalty: 3096.171875
	Iteration 97Q: 3 clusters Score -1760097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1760103.000000 Penalty: 3096.171875
	Iteration 98Q: 3 clusters Score -1760103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1760103.375000 Penalty: 3096.171875
	Iteration 99Q: 3 clusters Score -1760103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1760101.500000 Penalty: 3096.171875
	Iteration 100F: 3 clusters Score -1760102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1760106.000000 Penalty: 3096.171875
	Iteration 101Q: 3 clusters Score -1760106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1760105.125000 Penalty: 3096.171875
	Iteration 102Q: 3 clusters Score -1760105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1760105.125000 Penalty: 3096.171875
	Iteration 103Q: 3 clusters Score -1760105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1760106.750000 Penalty: 3096.171875
	Iteration 104Q: 3 clusters Score -1760107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1760109.500000 Penalty: 3096.171875
	Iteration 105Q: 3 clusters Score -1760110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1760107.250000 Penalty: 3096.171875
	Iteration 106Q: 3 clusters Score -1760107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1760108.875000 Penalty: 3096.171875
	Iteration 107Q: 3 clusters Score -1760109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1760105.250000 Penalty: 3096.171875
	Iteration 108Q: 3 clusters Score -1760105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1760105.000000 Penalty: 3096.171875
	Iteration 109Q: 3 clusters Score -1760105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1760107.375000 Penalty: 3096.171875
	Iteration 110Q: 3 clusters Score -1760107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1760108.250000 Penalty: 3096.171875
	Iteration 111Q: 3 clusters Score -1760108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1760107.250000 Penalty: 3096.171875
	Iteration 112Q: 3 clusters Score -1760107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1760106.000000 Penalty: 3096.171875
	Iteration 113Q: 3 clusters Score -1760106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1760106.000000 Penalty: 3096.171875
	Iteration 114F: 3 clusters Score -1760106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Entering Unmasked Estep 
Score: -5790879.000000 Penalty: 1746.669189
	Iteration 0F: 2 clusters Score -5790879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5759848.500000 Penalty: 3493.338379
	Iteration 0F: 3 clusters Score -5759848 nChanged 21793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -5772232.500000 Penalty: 3493.338379
	Iteration 1F: 3 clusters Score -5772232 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5772750.000000 Penalty: 3493.338379
	Iteration 2Q: 3 clusters Score -5772750 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5773289.000000 Penalty: 3493.338379
	Iteration 3Q: 3 clusters Score -5773289 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -5773836.000000 Penalty: 3493.338379
	Iteration 4Q: 3 clusters Score -5773836 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5774631.000000 Penalty: 3493.338379
	Iteration 5Q: 3 clusters Score -5774631 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -5775630.500000 Penalty: 3493.338379
	Iteration 6Q: 3 clusters Score -5775630 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -5777088.500000 Penalty: 3493.338379
	Iteration 7F: 3 clusters Score -5777088 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5778984.500000 Penalty: 3493.338379
	Iteration 8F: 3 clusters Score -5778984 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -5781401.000000 Penalty: 3493.338379
	Iteration 9F: 3 clusters Score -5781401 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -5784071.000000 Penalty: 3493.338379
	Iteration 10F: 3 clusters Score -5784071 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5786502.000000 Penalty: 3493.338379
	Iteration 11F: 3 clusters Score -5786502 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5788142.000000 Penalty: 3493.338379
	Iteration 12Q: 3 clusters Score -5788142 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5788916.000000 Penalty: 3493.338379
	Iteration 13Q: 3 clusters Score -5788916 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5789241.500000 Penalty: 3493.338379
	Iteration 14Q: 3 clusters Score -5789242 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5789387.500000 Penalty: 3493.338379
	Iteration 15Q: 3 clusters Score -5789388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5789453.500000 Penalty: 3493.338379
	Iteration 16Q: 3 clusters Score -5789454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5789513.500000 Penalty: 3493.338379
	Iteration 17Q: 3 clusters Score -5789514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5789549.000000 Penalty: 3493.338379
	Iteration 18Q: 3 clusters Score -5789549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5789589.500000 Penalty: 3493.338379
	Iteration 19Q: 3 clusters Score -5789590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5789610.000000 Penalty: 3493.338379
	Iteration 20F: 3 clusters Score -5789610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5789632.000000 Penalty: 3493.338379
	Iteration 21Q: 3 clusters Score -5789632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5789655.000000 Penalty: 3493.338379
	Iteration 22Q: 3 clusters Score -5789655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5789660.500000 Penalty: 3493.338379
	Iteration 23Q: 3 clusters Score -5789660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5789671.000000 Penalty: 3493.338379
	Iteration 24Q: 3 clusters Score -5789671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5789674.500000 Penalty: 3493.338379
	Iteration 25Q: 3 clusters Score -5789674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5789674.000000 Penalty: 3493.338379
	Iteration 26Q: 3 clusters Score -5789674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5789686.000000 Penalty: 3493.338379
	Iteration 27Q: 3 clusters Score -5789686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5789691.500000 Penalty: 3493.338379
	Iteration 28Q: 3 clusters Score -5789692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5789690.500000 Penalty: 3493.338379
	Iteration 29Q: 3 clusters Score -5789690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5789696.500000 Penalty: 3493.338379
	Iteration 30Q: 3 clusters Score -5789696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5789699.500000 Penalty: 3493.338379
	Iteration 31Q: 3 clusters Score -5789700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5789702.500000 Penalty: 3493.338379
	Iteration 32Q: 3 clusters Score -5789702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5789702.000000 Penalty: 3493.338379
	Iteration 33Q: 3 clusters Score -5789702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5789703.500000 Penalty: 3493.338379
	Iteration 34Q: 3 clusters Score -5789704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5789708.500000 Penalty: 3493.338379
	Iteration 35Q: 3 clusters Score -5789708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5789709.500000 Penalty: 3493.338379
	Iteration 36Q: 3 clusters Score -5789710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5789708.000000 Penalty: 3493.338379
	Iteration 37Q: 3 clusters Score -5789708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5789708.000000 Penalty: 3493.338379
	Iteration 38F: 3 clusters Score -5789708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Entering Unmasked Estep 
Score: -5527595.000000 Penalty: 1735.785522
	Iteration 0F: 2 clusters Score -5527595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5498546.000000 Penalty: 3471.571045
	Iteration 0F: 3 clusters Score -5498546 nChanged 20421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5510112.000000 Penalty: 3471.571045
	Iteration 1F: 3 clusters Score -5510112 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5510596.500000 Penalty: 3471.571045
	Iteration 2Q: 3 clusters Score -5510596 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -5511187.000000 Penalty: 3471.571045
	Iteration 3Q: 3 clusters Score -5511187 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5511952.500000 Penalty: 3471.571045
	Iteration 4Q: 3 clusters Score -5511952 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5512859.500000 Penalty: 3471.571045
	Iteration 5Q: 3 clusters Score -5512860 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5513917.000000 Penalty: 3471.571045
	Iteration 6Q: 3 clusters Score -5513917 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -5515261.500000 Penalty: 3471.571045
	Iteration 7F: 3 clusters Score -5515262 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -5516764.000000 Penalty: 3471.571045
	Iteration 8F: 3 clusters Score -5516764 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -5518297.000000 Penalty: 3471.571045
	Iteration 9F: 3 clusters Score -5518297 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -5519758.000000 Penalty: 3471.571045
	Iteration 10Q: 3 clusters Score -5519758 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -5521289.500000 Penalty: 3471.571045
	Iteration 11Q: 3 clusters Score -5521290 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -5522585.000000 Penalty: 3471.571045
	Iteration 12Q: 3 clusters Score -5522585 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5523580.500000 Penalty: 3471.571045
	Iteration 13Q: 3 clusters Score -5523580 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5524328.500000 Penalty: 3471.571045
	Iteration 14Q: 3 clusters Score -5524328 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5524902.000000 Penalty: 3471.571045
	Iteration 15Q: 3 clusters Score -5524902 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5525309.000000 Penalty: 3471.571045
	Iteration 16Q: 3 clusters Score -5525309 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5525558.000000 Penalty: 3471.571045
	Iteration 17Q: 3 clusters Score -5525558 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5525741.000000 Penalty: 3471.571045
	Iteration 18Q: 3 clusters Score -5525741 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5525871.000000 Penalty: 3471.571045
	Iteration 19Q: 3 clusters Score -5525871 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5525978.500000 Penalty: 3471.571045
	Iteration 20F: 3 clusters Score -5525978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5526043.500000 Penalty: 3471.571045
	Iteration 21Q: 3 clusters Score -5526044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5526074.000000 Penalty: 3471.571045
	Iteration 22Q: 3 clusters Score -5526074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5526096.000000 Penalty: 3471.571045
	Iteration 23Q: 3 clusters Score -5526096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5526109.000000 Penalty: 3471.571045
	Iteration 24Q: 3 clusters Score -5526109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5526127.000000 Penalty: 3471.571045
	Iteration 25Q: 3 clusters Score -5526127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5526128.000000 Penalty: 3471.571045
	Iteration 26Q: 3 clusters Score -5526128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5526134.500000 Penalty: 3471.571045
	Iteration 27Q: 3 clusters Score -5526134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5526143.500000 Penalty: 3471.571045
	Iteration 28Q: 3 clusters Score -5526144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5526150.500000 Penalty: 3471.571045
	Iteration 29Q: 3 clusters Score -5526150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5526153.000000 Penalty: 3471.571045
	Iteration 30Q: 3 clusters Score -5526153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5526155.000000 Penalty: 3471.571045
	Iteration 31Q: 3 clusters Score -5526155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5526157.000000 Penalty: 3471.571045
	Iteration 32Q: 3 clusters Score -5526157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5526160.500000 Penalty: 3471.571045
	Iteration 33Q: 3 clusters Score -5526160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5526162.000000 Penalty: 3471.571045
	Iteration 34Q: 3 clusters Score -5526162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5526167.000000 Penalty: 3471.571045
	Iteration 35Q: 3 clusters Score -5526167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5526168.000000 Penalty: 3471.571045
	Iteration 36Q: 3 clusters Score -5526168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5526167.500000 Penalty: 3471.571045
	Iteration 37Q: 3 clusters Score -5526168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5526167.500000 Penalty: 3471.571045
	Iteration 38F: 3 clusters Score -5526168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Entering Unmasked Estep 
Score: -3872370.000000 Penalty: 1675.750977
	Iteration 0F: 2 clusters Score -3872370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3852245.000000 Penalty: 3351.501953
	Iteration 0F: 3 clusters Score -3852245 nChanged 13768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3859737.250000 Penalty: 3351.501953
	Iteration 1F: 3 clusters Score -3859737 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3860165.500000 Penalty: 3351.501953
	Iteration 2Q: 3 clusters Score -3860166 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3860675.500000 Penalty: 3351.501953
	Iteration 3Q: 3 clusters Score -3860676 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3861326.250000 Penalty: 3351.501953
	Iteration 4Q: 3 clusters Score -3861326 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3862219.750000 Penalty: 3351.501953
	Iteration 5F: 3 clusters Score -3862220 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3863389.000000 Penalty: 3351.501953
	Iteration 6F: 3 clusters Score -3863389 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3864920.250000 Penalty: 3351.501953
	Iteration 7F: 3 clusters Score -3864920 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3866722.500000 Penalty: 3351.501953
	Iteration 8F: 3 clusters Score -3866722 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3868221.000000 Penalty: 3351.501953
	Iteration 9F: 3 clusters Score -3868221 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3869054.250000 Penalty: 3351.501953
	Iteration 10Q: 3 clusters Score -3869054 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3869511.000000 Penalty: 3351.501953
	Iteration 11Q: 3 clusters Score -3869511 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3869813.750000 Penalty: 3351.501953
	Iteration 12Q: 3 clusters Score -3869814 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3870007.250000 Penalty: 3351.501953
	Iteration 13Q: 3 clusters Score -3870007 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3870155.750000 Penalty: 3351.501953
	Iteration 14Q: 3 clusters Score -3870156 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3870283.250000 Penalty: 3351.501953
	Iteration 15Q: 3 clusters Score -3870283 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3870378.250000 Penalty: 3351.501953
	Iteration 16Q: 3 clusters Score -3870378 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3870438.500000 Penalty: 3351.501953
	Iteration 17Q: 3 clusters Score -3870438 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3870503.250000 Penalty: 3351.501953
	Iteration 18Q: 3 clusters Score -3870503 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3870544.500000 Penalty: 3351.501953
	Iteration 19Q: 3 clusters Score -3870544 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3870579.000000 Penalty: 3351.501953
	Iteration 20F: 3 clusters Score -3870579 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3870610.000000 Penalty: 3351.501953
	Iteration 21Q: 3 clusters Score -3870610 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3870671.000000 Penalty: 3351.501953
	Iteration 22Q: 3 clusters Score -3870671 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3870727.250000 Penalty: 3351.501953
	Iteration 23Q: 3 clusters Score -3870727 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3870764.500000 Penalty: 3351.501953
	Iteration 24Q: 3 clusters Score -3870764 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3870787.750000 Penalty: 3351.501953
	Iteration 25Q: 3 clusters Score -3870788 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3870824.500000 Penalty: 3351.501953
	Iteration 26Q: 3 clusters Score -3870824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3870841.000000 Penalty: 3351.501953
	Iteration 27Q: 3 clusters Score -3870841 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3870857.750000 Penalty: 3351.501953
	Iteration 28Q: 3 clusters Score -3870858 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3870867.000000 Penalty: 3351.501953
	Iteration 29Q: 3 clusters Score -3870867 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3870891.000000 Penalty: 3351.501953
	Iteration 30Q: 3 clusters Score -3870891 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3870920.000000 Penalty: 3351.501953
	Iteration 31Q: 3 clusters Score -3870920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3870932.750000 Penalty: 3351.501953
	Iteration 32Q: 3 clusters Score -3870933 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3870952.250000 Penalty: 3351.501953
	Iteration 33Q: 3 clusters Score -3870952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3870960.000000 Penalty: 3351.501953
	Iteration 34Q: 3 clusters Score -3870960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3870987.500000 Penalty: 3351.501953
	Iteration 35Q: 3 clusters Score -3870988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3871000.250000 Penalty: 3351.501953
	Iteration 36Q: 3 clusters Score -3871000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3871011.750000 Penalty: 3351.501953
	Iteration 37Q: 3 clusters Score -3871012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3871027.250000 Penalty: 3351.501953
	Iteration 38Q: 3 clusters Score -3871027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3871049.000000 Penalty: 3351.501953
	Iteration 39Q: 3 clusters Score -3871049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3871047.500000 Penalty: 3351.501953
	Iteration 40F: 3 clusters Score -3871048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3871061.000000 Penalty: 3351.501953
	Iteration 41Q: 3 clusters Score -3871061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3871090.000000 Penalty: 3351.501953
	Iteration 42Q: 3 clusters Score -3871090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3871088.500000 Penalty: 3351.501953
	Iteration 43Q: 3 clusters Score -3871088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3871102.750000 Penalty: 3351.501953
	Iteration 44Q: 3 clusters Score -3871103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3871115.000000 Penalty: 3351.501953
	Iteration 45Q: 3 clusters Score -3871115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3871121.500000 Penalty: 3351.501953
	Iteration 46Q: 3 clusters Score -3871122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3871135.500000 Penalty: 3351.501953
	Iteration 47Q: 3 clusters Score -3871136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3871142.750000 Penalty: 3351.501953
	Iteration 48Q: 3 clusters Score -3871143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3871151.000000 Penalty: 3351.501953
	Iteration 49Q: 3 clusters Score -3871151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3871160.500000 Penalty: 3351.501953
	Iteration 50Q: 3 clusters Score -3871160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3871161.500000 Penalty: 3351.501953
	Iteration 51Q: 3 clusters Score -3871162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3871180.750000 Penalty: 3351.501953
	Iteration 52Q: 3 clusters Score -3871181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3871181.500000 Penalty: 3351.501953
	Iteration 53Q: 3 clusters Score -3871182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3871180.250000 Penalty: 3351.501953
	Iteration 54Q: 3 clusters Score -3871180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3871182.750000 Penalty: 3351.501953
	Iteration 55Q: 3 clusters Score -3871183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3871188.500000 Penalty: 3351.501953
	Iteration 56Q: 3 clusters Score -3871188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3871195.250000 Penalty: 3351.501953
	Iteration 57Q: 3 clusters Score -3871195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3871211.250000 Penalty: 3351.501953
	Iteration 58Q: 3 clusters Score -3871211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3871217.750000 Penalty: 3351.501953
	Iteration 59Q: 3 clusters Score -3871218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3871218.750000 Penalty: 3351.501953
	Iteration 60F: 3 clusters Score -3871219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3871225.750000 Penalty: 3351.501953
	Iteration 61Q: 3 clusters Score -3871226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3871231.250000 Penalty: 3351.501953
	Iteration 62Q: 3 clusters Score -3871231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3871234.000000 Penalty: 3351.501953
	Iteration 63Q: 3 clusters Score -3871234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3871236.000000 Penalty: 3351.501953
	Iteration 64Q: 3 clusters Score -3871236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3871246.250000 Penalty: 3351.501953
	Iteration 65Q: 3 clusters Score -3871246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3871247.000000 Penalty: 3351.501953
	Iteration 66Q: 3 clusters Score -3871247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3871247.250000 Penalty: 3351.501953
	Iteration 67Q: 3 clusters Score -3871247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3871246.000000 Penalty: 3351.501953
	Iteration 68Q: 3 clusters Score -3871246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3871250.750000 Penalty: 3351.501953
	Iteration 69Q: 3 clusters Score -3871251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3871250.500000 Penalty: 3351.501953
	Iteration 70Q: 3 clusters Score -3871250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3871259.750000 Penalty: 3351.501953
	Iteration 71Q: 3 clusters Score -3871260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3871255.250000 Penalty: 3351.501953
	Iteration 72Q: 3 clusters Score -3871255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3871254.000000 Penalty: 3351.501953
	Iteration 73Q: 3 clusters Score -3871254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3871255.750000 Penalty: 3351.501953
	Iteration 74Q: 3 clusters Score -3871256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3871254.500000 Penalty: 3351.501953
	Iteration 75Q: 3 clusters Score -3871254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3871260.500000 Penalty: 3351.501953
	Iteration 76Q: 3 clusters Score -3871260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3871254.750000 Penalty: 3351.501953
	Iteration 77Q: 3 clusters Score -3871255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3871257.750000 Penalty: 3351.501953
	Iteration 78Q: 3 clusters Score -3871258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3871253.750000 Penalty: 3351.501953
	Iteration 79Q: 3 clusters Score -3871254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3871264.750000 Penalty: 3351.501953
	Iteration 80F: 3 clusters Score -3871265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3871271.250000 Penalty: 3351.501953
	Iteration 81Q: 3 clusters Score -3871271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3871276.000000 Penalty: 3351.501953
	Iteration 82Q: 3 clusters Score -3871276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3871274.250000 Penalty: 3351.501953
	Iteration 83Q: 3 clusters Score -3871274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3871279.000000 Penalty: 3351.501953
	Iteration 84Q: 3 clusters Score -3871279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3871271.750000 Penalty: 3351.501953
	Iteration 85Q: 3 clusters Score -3871272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3871273.500000 Penalty: 3351.501953
	Iteration 86Q: 3 clusters Score -3871274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3871273.750000 Penalty: 3351.501953
	Iteration 87Q: 3 clusters Score -3871274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3871275.500000 Penalty: 3351.501953
	Iteration 88Q: 3 clusters Score -3871276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3871282.250000 Penalty: 3351.501953
	Iteration 89Q: 3 clusters Score -3871282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3871279.750000 Penalty: 3351.501953
	Iteration 90Q: 3 clusters Score -3871280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3871292.500000 Penalty: 3351.501953
	Iteration 91Q: 3 clusters Score -3871292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3871297.000000 Penalty: 3351.501953
	Iteration 92Q: 3 clusters Score -3871297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3871295.750000 Penalty: 3351.501953
	Iteration 93Q: 3 clusters Score -3871296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3871301.250000 Penalty: 3351.501953
	Iteration 94Q: 3 clusters Score -3871301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3871305.750000 Penalty: 3351.501953
	Iteration 95Q: 3 clusters Score -3871306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3871300.500000 Penalty: 3351.501953
	Iteration 96Q: 3 clusters Score -3871300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3871306.250000 Penalty: 3351.501953
	Iteration 97Q: 3 clusters Score -3871306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3871305.000000 Penalty: 3351.501953
	Iteration 98Q: 3 clusters Score -3871305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3871307.750000 Penalty: 3351.501953
	Iteration 99Q: 3 clusters Score -3871308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3871319.500000 Penalty: 3351.501953
	Iteration 100F: 3 clusters Score -3871320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3871319.500000 Penalty: 3351.501953
	Iteration 101Q: 3 clusters Score -3871320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3871320.250000 Penalty: 3351.501953
	Iteration 102Q: 3 clusters Score -3871320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3871319.000000 Penalty: 3351.501953
	Iteration 103Q: 3 clusters Score -3871319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3871317.500000 Penalty: 3351.501953
	Iteration 104Q: 3 clusters Score -3871318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3871317.500000 Penalty: 3351.501953
	Iteration 105F: 3 clusters Score -3871318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (100294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Entering Unmasked Estep 
Score: -12803389.000000 Penalty: 1871.327515
	Iteration 0F: 2 clusters Score -1.280339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -12762362.000000 Penalty: 3742.655029
	Iteration 0F: 3 clusters Score -1.276236e+07 nChanged 48143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -12790378.000000 Penalty: 3742.655029
	Iteration 1F: 3 clusters Score -1.279038e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -12791069.000000 Penalty: 3742.655029
	Iteration 2Q: 3 clusters Score -1.279107e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -12792031.000000 Penalty: 3742.655029
	Iteration 3Q: 3 clusters Score -1.279203e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -12793253.000000 Penalty: 3742.655029
	Iteration 4Q: 3 clusters Score -1.279325e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -12794913.000000 Penalty: 3742.655029
	Iteration 5Q: 3 clusters Score -1.279491e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -12797457.000000 Penalty: 3742.655029
	Iteration 6F: 3 clusters Score -1.279746e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -12801335.000000 Penalty: 3742.655029
	Iteration 7F: 3 clusters Score -1.280134e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -12806336.000000 Penalty: 3742.655029
	Iteration 8F: 3 clusters Score -1.280634e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -12811011.000000 Penalty: 3742.655029
	Iteration 9F: 3 clusters Score -1.281101e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -12813950.000000 Penalty: 3742.655029
	Iteration 10F: 3 clusters Score -1.281395e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -12815357.000000 Penalty: 3742.655029
	Iteration 11Q: 3 clusters Score -1.281536e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -12816622.000000 Penalty: 3742.655029
	Iteration 12Q: 3 clusters Score -1.281662e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -12817827.000000 Penalty: 3742.655029
	Iteration 13Q: 3 clusters Score -1.281783e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -12818973.000000 Penalty: 3742.655029
	Iteration 14Q: 3 clusters Score -1.281897e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -12819900.000000 Penalty: 3742.655029
	Iteration 15Q: 3 clusters Score -1.28199e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -12820545.000000 Penalty: 3742.655029
	Iteration 16Q: 3 clusters Score -1.282054e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -12821325.000000 Penalty: 3742.655029
	Iteration 17Q: 3 clusters Score -1.282132e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -12821921.000000 Penalty: 3742.655029
	Iteration 18Q: 3 clusters Score -1.282192e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -12822341.000000 Penalty: 3742.655029
	Iteration 19Q: 3 clusters Score -1.282234e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -12822626.000000 Penalty: 3742.655029
	Iteration 20F: 3 clusters Score -1.282263e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74114 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -12822831.000000 Penalty: 3742.655029
	Iteration 21Q: 3 clusters Score -1.282283e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -12822977.000000 Penalty: 3742.655029
	Iteration 22Q: 3 clusters Score -1.282298e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -12823063.000000 Penalty: 3742.655029
	Iteration 23Q: 3 clusters Score -1.282306e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73885 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -12823111.000000 Penalty: 3742.655029
	Iteration 24Q: 3 clusters Score -1.282311e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -12823141.000000 Penalty: 3742.655029
	Iteration 25Q: 3 clusters Score -1.282314e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -12823187.000000 Penalty: 3742.655029
	Iteration 26Q: 3 clusters Score -1.282319e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -12823186.000000 Penalty: 3742.655029
	Iteration 27Q: 3 clusters Score -1.282319e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -12823215.000000 Penalty: 3742.655029
	Iteration 28Q: 3 clusters Score -1.282322e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -12823202.000000 Penalty: 3742.655029
	Iteration 29Q: 3 clusters Score -1.28232e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -12823215.000000 Penalty: 3742.655029
	Iteration 30Q: 3 clusters Score -1.282322e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -12823241.000000 Penalty: 3742.655029
	Iteration 31Q: 3 clusters Score -1.282324e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -12823271.000000 Penalty: 3742.655029
	Iteration 32Q: 3 clusters Score -1.282327e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -12823250.000000 Penalty: 3742.655029
	Iteration 33Q: 3 clusters Score -1.282325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -12823265.000000 Penalty: 3742.655029
	Iteration 34Q: 3 clusters Score -1.282326e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -12823277.000000 Penalty: 3742.655029
	Iteration 35Q: 3 clusters Score -1.282328e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -12823282.000000 Penalty: 3742.655029
	Iteration 36Q: 3 clusters Score -1.282328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -12823292.000000 Penalty: 3742.655029
	Iteration 37Q: 3 clusters Score -1.282329e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -12823301.000000 Penalty: 3742.655029
	Iteration 38Q: 3 clusters Score -1.28233e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -12823329.000000 Penalty: 3742.655029
	Iteration 39Q: 3 clusters Score -1.282333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -12823361.000000 Penalty: 3742.655029
	Iteration 40F: 3 clusters Score -1.282336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -12823359.000000 Penalty: 3742.655029
	Iteration 41Q: 3 clusters Score -1.282336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -12823378.000000 Penalty: 3742.655029
	Iteration 42Q: 3 clusters Score -1.282338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -12823360.000000 Penalty: 3742.655029
	Iteration 43Q: 3 clusters Score -1.282336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -12823375.000000 Penalty: 3742.655029
	Iteration 44Q: 3 clusters Score -1.282338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -12823385.000000 Penalty: 3742.655029
	Iteration 45Q: 3 clusters Score -1.282338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -12823401.000000 Penalty: 3742.655029
	Iteration 46Q: 3 clusters Score -1.28234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -12823395.000000 Penalty: 3742.655029
	Iteration 47Q: 3 clusters Score -1.28234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -12823391.000000 Penalty: 3742.655029
	Iteration 48Q: 3 clusters Score -1.282339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -12823386.000000 Penalty: 3742.655029
	Iteration 49Q: 3 clusters Score -1.282339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -12823386.000000 Penalty: 3742.655029
	Iteration 50Q: 3 clusters Score -1.282339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -12823384.000000 Penalty: 3742.655029
	Iteration 51Q: 3 clusters Score -1.282338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -12823391.000000 Penalty: 3742.655029
	Iteration 52Q: 3 clusters Score -1.282339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -12823391.000000 Penalty: 3742.655029
	Iteration 53Q: 3 clusters Score -1.282339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -12823391.000000 Penalty: 3742.655029
	Iteration 54Q: 3 clusters Score -1.282339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -12823379.000000 Penalty: 3742.655029
	Iteration 55Q: 3 clusters Score -1.282338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -12823392.000000 Penalty: 3742.655029
	Iteration 56Q: 3 clusters Score -1.282339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -12823405.000000 Penalty: 3742.655029
	Iteration 57Q: 3 clusters Score -1.28234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -12823410.000000 Penalty: 3742.655029
	Iteration 58Q: 3 clusters Score -1.282341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -12823416.000000 Penalty: 3742.655029
	Iteration 59Q: 3 clusters Score -1.282342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -12823431.000000 Penalty: 3742.655029
	Iteration 60F: 3 clusters Score -1.282343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -12823461.000000 Penalty: 3742.655029
	Iteration 61Q: 3 clusters Score -1.282346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -12823470.000000 Penalty: 3742.655029
	Iteration 62Q: 3 clusters Score -1.282347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -12823468.000000 Penalty: 3742.655029
	Iteration 63Q: 3 clusters Score -1.282347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -12823475.000000 Penalty: 3742.655029
	Iteration 64Q: 3 clusters Score -1.282348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -12823486.000000 Penalty: 3742.655029
	Iteration 65Q: 3 clusters Score -1.282349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -12823492.000000 Penalty: 3742.655029
	Iteration 66Q: 3 clusters Score -1.282349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -12823506.000000 Penalty: 3742.655029
	Iteration 67Q: 3 clusters Score -1.282351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -12823525.000000 Penalty: 3742.655029
	Iteration 68Q: 3 clusters Score -1.282352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -12823531.000000 Penalty: 3742.655029
	Iteration 69Q: 3 clusters Score -1.282353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -12823531.000000 Penalty: 3742.655029
	Iteration 70Q: 3 clusters Score -1.282353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -12823537.000000 Penalty: 3742.655029
	Iteration 71Q: 3 clusters Score -1.282354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -12823535.000000 Penalty: 3742.655029
	Iteration 72Q: 3 clusters Score -1.282354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -12823540.000000 Penalty: 3742.655029
	Iteration 73Q: 3 clusters Score -1.282354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -12823553.000000 Penalty: 3742.655029
	Iteration 74Q: 3 clusters Score -1.282355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -12823575.000000 Penalty: 3742.655029
	Iteration 75Q: 3 clusters Score -1.282358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -12823585.000000 Penalty: 3742.655029
	Iteration 76Q: 3 clusters Score -1.282358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -12823582.000000 Penalty: 3742.655029
	Iteration 77Q: 3 clusters Score -1.282358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -12823613.000000 Penalty: 3742.655029
	Iteration 78Q: 3 clusters Score -1.282361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -12823612.000000 Penalty: 3742.655029
	Iteration 79Q: 3 clusters Score -1.282361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -12823631.000000 Penalty: 3742.655029
	Iteration 80F: 3 clusters Score -1.282363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -12823644.000000 Penalty: 3742.655029
	Iteration 81Q: 3 clusters Score -1.282364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -12823661.000000 Penalty: 3742.655029
	Iteration 82Q: 3 clusters Score -1.282366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -12823671.000000 Penalty: 3742.655029
	Iteration 83Q: 3 clusters Score -1.282367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -12823671.000000 Penalty: 3742.655029
	Iteration 84Q: 3 clusters Score -1.282367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -12823686.000000 Penalty: 3742.655029
	Iteration 85Q: 3 clusters Score -1.282369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -12823700.000000 Penalty: 3742.655029
	Iteration 86Q: 3 clusters Score -1.28237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -12823706.000000 Penalty: 3742.655029
	Iteration 87Q: 3 clusters Score -1.282371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -12823690.000000 Penalty: 3742.655029
	Iteration 88Q: 3 clusters Score -1.282369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -12823688.000000 Penalty: 3742.655029
	Iteration 89Q: 3 clusters Score -1.282369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -12823690.000000 Penalty: 3742.655029
	Iteration 90Q: 3 clusters Score -1.282369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -12823693.000000 Penalty: 3742.655029
	Iteration 91Q: 3 clusters Score -1.282369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -12823692.000000 Penalty: 3742.655029
	Iteration 92Q: 3 clusters Score -1.282369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -12823688.000000 Penalty: 3742.655029
	Iteration 93Q: 3 clusters Score -1.282369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -12823692.000000 Penalty: 3742.655029
	Iteration 94Q: 3 clusters Score -1.282369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -12823685.000000 Penalty: 3742.655029
	Iteration 95Q: 3 clusters Score -1.282368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -12823690.000000 Penalty: 3742.655029
	Iteration 96Q: 3 clusters Score -1.282369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -12823690.000000 Penalty: 3742.655029
	Iteration 97Q: 3 clusters Score -1.282369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -12823683.000000 Penalty: 3742.655029
	Iteration 98Q: 3 clusters Score -1.282368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -12823683.000000 Penalty: 3742.655029
	Iteration 99F: 3 clusters Score -1.282368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 46571 members 
Mstep: Class 4 contains 43554 members 
Mstep: Class 7 contains 30101 members 
Mstep: Class 8 contains 72510 members 
Mstep: Class 11 contains 69663 members 
Mstep: Class 13 contains 70042 members 
Mstep: Class 15 contains 32155 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 111042 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1911 members 
Entering Unmasked Estep 
Score: -65764308.000000 Penalty: 27827.835938
Splitting cluster 8 changes total score from -65744076.000000 to -65764308.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (69663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Entering Unmasked Estep 
Score: -8941917.000000 Penalty: 1812.106445
	Iteration 0F: 2 clusters Score -8941917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -8899585.000000 Penalty: 3624.212891
	Iteration 0F: 3 clusters Score -8899585 nChanged 32928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -8918315.000000 Penalty: 3624.212891
	Iteration 1F: 3 clusters Score -8918315 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -8918809.000000 Penalty: 3624.212891
	Iteration 2Q: 3 clusters Score -8918809 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -8919493.000000 Penalty: 3624.212891
	Iteration 3Q: 3 clusters Score -8919493 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -8920810.000000 Penalty: 3624.212891
	Iteration 4Q: 3 clusters Score -8920810 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -8923213.000000 Penalty: 3624.212891
	Iteration 5F: 3 clusters Score -8923213 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -8926963.000000 Penalty: 3624.212891
	Iteration 6F: 3 clusters Score -8926963 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -8931715.000000 Penalty: 3624.212891
	Iteration 7F: 3 clusters Score -8931715 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -8936009.000000 Penalty: 3624.212891
	Iteration 8F: 3 clusters Score -8936009 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -8938712.000000 Penalty: 3624.212891
	Iteration 9Q: 3 clusters Score -8938712 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -8939703.000000 Penalty: 3624.212891
	Iteration 10Q: 3 clusters Score -8939703 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -8940024.000000 Penalty: 3624.212891
	Iteration 11Q: 3 clusters Score -8940024 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -8940199.000000 Penalty: 3624.212891
	Iteration 12Q: 3 clusters Score -8940199 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -8940272.000000 Penalty: 3624.212891
	Iteration 13Q: 3 clusters Score -8940272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -8940332.000000 Penalty: 3624.212891
	Iteration 14Q: 3 clusters Score -8940332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -8940378.000000 Penalty: 3624.212891
	Iteration 15Q: 3 clusters Score -8940378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -8940408.000000 Penalty: 3624.212891
	Iteration 16Q: 3 clusters Score -8940408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -8940417.000000 Penalty: 3624.212891
	Iteration 17Q: 3 clusters Score -8940417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -8940434.000000 Penalty: 3624.212891
	Iteration 18Q: 3 clusters Score -8940434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -8940433.000000 Penalty: 3624.212891
	Iteration 19Q: 3 clusters Score -8940433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -8940433.000000 Penalty: 3624.212891
	Iteration 20F: 3 clusters Score -8940433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -8940432.000000 Penalty: 3624.212891
	Iteration 21Q: 3 clusters Score -8940432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -8940438.000000 Penalty: 3624.212891
	Iteration 22Q: 3 clusters Score -8940438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -8940440.000000 Penalty: 3624.212891
	Iteration 23Q: 3 clusters Score -8940440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -8940440.000000 Penalty: 3624.212891
	Iteration 24F: 3 clusters Score -8940440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Entering Unmasked Estep 
Score: -8841065.000000 Penalty: 1812.988281
	Iteration 0F: 2 clusters Score -8841065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -8794959.000000 Penalty: 3625.976562
	Iteration 0F: 3 clusters Score -8794959 nChanged 33012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -8814006.000000 Penalty: 3625.976562
	Iteration 1F: 3 clusters Score -8814006 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -8814618.000000 Penalty: 3625.976562
	Iteration 2Q: 3 clusters Score -8814618 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -8815301.000000 Penalty: 3625.976562
	Iteration 3Q: 3 clusters Score -8815301 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -8816159.000000 Penalty: 3625.976562
	Iteration 4Q: 3 clusters Score -8816159 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -8817267.000000 Penalty: 3625.976562
	Iteration 5Q: 3 clusters Score -8817267 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -8818958.000000 Penalty: 3625.976562
	Iteration 6Q: 3 clusters Score -8818958 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8821515.000000 Penalty: 3625.976562
	Iteration 7F: 3 clusters Score -8821515 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -8824690.000000 Penalty: 3625.976562
	Iteration 8F: 3 clusters Score -8824690 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -8827747.000000 Penalty: 3625.976562
	Iteration 9F: 3 clusters Score -8827747 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -8829676.000000 Penalty: 3625.976562
	Iteration 10Q: 3 clusters Score -8829676 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -8830702.000000 Penalty: 3625.976562
	Iteration 11Q: 3 clusters Score -8830702 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -8831339.000000 Penalty: 3625.976562
	Iteration 12Q: 3 clusters Score -8831339 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -8831833.000000 Penalty: 3625.976562
	Iteration 13Q: 3 clusters Score -8831833 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -8832372.000000 Penalty: 3625.976562
	Iteration 14Q: 3 clusters Score -8832372 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -8832841.000000 Penalty: 3625.976562
	Iteration 15Q: 3 clusters Score -8832841 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -8833356.000000 Penalty: 3625.976562
	Iteration 16Q: 3 clusters Score -8833356 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -8833934.000000 Penalty: 3625.976562
	Iteration 17Q: 3 clusters Score -8833934 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -8834491.000000 Penalty: 3625.976562
	Iteration 18Q: 3 clusters Score -8834491 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -8835084.000000 Penalty: 3625.976562
	Iteration 19Q: 3 clusters Score -8835084 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -8835659.000000 Penalty: 3625.976562
	Iteration 20F: 3 clusters Score -8835659 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -8836282.000000 Penalty: 3625.976562
	Iteration 21Q: 3 clusters Score -8836282 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -8836822.000000 Penalty: 3625.976562
	Iteration 22Q: 3 clusters Score -8836822 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -8837356.000000 Penalty: 3625.976562
	Iteration 23Q: 3 clusters Score -8837356 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -8837784.000000 Penalty: 3625.976562
	Iteration 24Q: 3 clusters Score -8837784 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -8838054.000000 Penalty: 3625.976562
	Iteration 25Q: 3 clusters Score -8838054 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -8838374.000000 Penalty: 3625.976562
	Iteration 26Q: 3 clusters Score -8838374 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -8838604.000000 Penalty: 3625.976562
	Iteration 27Q: 3 clusters Score -8838604 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -8838795.000000 Penalty: 3625.976562
	Iteration 28Q: 3 clusters Score -8838795 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -8838964.000000 Penalty: 3625.976562
	Iteration 29Q: 3 clusters Score -8838964 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -8839059.000000 Penalty: 3625.976562
	Iteration 30Q: 3 clusters Score -8839059 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -8839161.000000 Penalty: 3625.976562
	Iteration 31Q: 3 clusters Score -8839161 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -8839272.000000 Penalty: 3625.976562
	Iteration 32Q: 3 clusters Score -8839272 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -8839364.000000 Penalty: 3625.976562
	Iteration 33Q: 3 clusters Score -8839364 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -8839450.000000 Penalty: 3625.976562
	Iteration 34Q: 3 clusters Score -8839450 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -8839524.000000 Penalty: 3625.976562
	Iteration 35Q: 3 clusters Score -8839524 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -8839589.000000 Penalty: 3625.976562
	Iteration 36Q: 3 clusters Score -8839589 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 68432 members 
Entering Unmasked Estep 
Score: -8839677.000000 Penalty: 3625.976562
	Iteration 37Q: 3 clusters Score -8839677 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -8839726.000000 Penalty: 3625.976562
	Iteration 38Q: 3 clusters Score -8839726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -8839774.000000 Penalty: 3625.976562
	Iteration 39Q: 3 clusters Score -8839774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -8839829.000000 Penalty: 3625.976562
	Iteration 40F: 3 clusters Score -8839829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -8839867.000000 Penalty: 3625.976562
	Iteration 41Q: 3 clusters Score -8839867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -8839900.000000 Penalty: 3625.976562
	Iteration 42Q: 3 clusters Score -8839900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -8839917.000000 Penalty: 3625.976562
	Iteration 43Q: 3 clusters Score -8839917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -8839924.000000 Penalty: 3625.976562
	Iteration 44Q: 3 clusters Score -8839924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -8839938.000000 Penalty: 3625.976562
	Iteration 45Q: 3 clusters Score -8839938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -8839946.000000 Penalty: 3625.976562
	Iteration 46Q: 3 clusters Score -8839946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -8839942.000000 Penalty: 3625.976562
	Iteration 47Q: 3 clusters Score -8839942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -8839946.000000 Penalty: 3625.976562
	Iteration 48Q: 3 clusters Score -8839946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -8839948.000000 Penalty: 3625.976562
	Iteration 49Q: 3 clusters Score -8839948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -8839968.000000 Penalty: 3625.976562
	Iteration 50Q: 3 clusters Score -8839968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -8839969.000000 Penalty: 3625.976562
	Iteration 51Q: 3 clusters Score -8839969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -8839962.000000 Penalty: 3625.976562
	Iteration 52Q: 3 clusters Score -8839962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -8839966.000000 Penalty: 3625.976562
	Iteration 53Q: 3 clusters Score -8839966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -8839964.000000 Penalty: 3625.976562
	Iteration 54Q: 3 clusters Score -8839964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -8839973.000000 Penalty: 3625.976562
	Iteration 55Q: 3 clusters Score -8839973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -8839972.000000 Penalty: 3625.976562
	Iteration 56Q: 3 clusters Score -8839972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -8839971.000000 Penalty: 3625.976562
	Iteration 57Q: 3 clusters Score -8839971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -8839968.000000 Penalty: 3625.976562
	Iteration 58Q: 3 clusters Score -8839968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -8839968.000000 Penalty: 3625.976562
	Iteration 59F: 3 clusters Score -8839968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Entering Unmasked Estep 
Score: -4099559.250000 Penalty: 1686.477539
	Iteration 0F: 2 clusters Score -4099559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4077910.750000 Penalty: 3372.955078
	Iteration 0F: 3 clusters Score -4077911 nChanged 14942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -4086217.500000 Penalty: 3372.955078
	Iteration 1F: 3 clusters Score -4086218 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4086696.500000 Penalty: 3372.955078
	Iteration 2Q: 3 clusters Score -4086696 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4087278.000000 Penalty: 3372.955078
	Iteration 3Q: 3 clusters Score -4087278 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4088035.500000 Penalty: 3372.955078
	Iteration 4F: 3 clusters Score -4088036 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4089202.500000 Penalty: 3372.955078
	Iteration 5F: 3 clusters Score -4089202 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -4090870.500000 Penalty: 3372.955078
	Iteration 6F: 3 clusters Score -4090870 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -4093082.500000 Penalty: 3372.955078
	Iteration 7F: 3 clusters Score -4093082 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -4095337.250000 Penalty: 3372.955078
	Iteration 8F: 3 clusters Score -4095337 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4096868.250000 Penalty: 3372.955078
	Iteration 9Q: 3 clusters Score -4096868 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4097556.750000 Penalty: 3372.955078
	Iteration 10Q: 3 clusters Score -4097557 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4097848.250000 Penalty: 3372.955078
	Iteration 11Q: 3 clusters Score -4097848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4097962.250000 Penalty: 3372.955078
	Iteration 12Q: 3 clusters Score -4097962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4098016.000000 Penalty: 3372.955078
	Iteration 13Q: 3 clusters Score -4098016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -4098033.000000 Penalty: 3372.955078
	Iteration 14Q: 3 clusters Score -4098033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4098049.500000 Penalty: 3372.955078
	Iteration 15Q: 3 clusters Score -4098050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4098058.500000 Penalty: 3372.955078
	Iteration 16Q: 3 clusters Score -4098058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4098071.500000 Penalty: 3372.955078
	Iteration 17Q: 3 clusters Score -4098072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4098079.250000 Penalty: 3372.955078
	Iteration 18Q: 3 clusters Score -4098079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4098082.000000 Penalty: 3372.955078
	Iteration 19Q: 3 clusters Score -4098082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4098082.000000 Penalty: 3372.955078
	Iteration 20F: 3 clusters Score -4098082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Entering Unmasked Estep 
Score: -808226.625000 Penalty: 1429.454224
	Iteration 0F: 2 clusters Score -808226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -803184.750000 Penalty: 2858.908447
	Iteration 0F: 3 clusters Score -803184.8 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -804671.500000 Penalty: 2858.908447
	Iteration 1F: 3 clusters Score -804671.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -804825.937500 Penalty: 2858.908447
	Iteration 2F: 3 clusters Score -804825.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -804932.375000 Penalty: 2858.908447
	Iteration 3Q: 3 clusters Score -804932.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -805037.187500 Penalty: 2858.908447
	Iteration 4Q: 3 clusters Score -805037.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -805130.062500 Penalty: 2858.908447
	Iteration 5Q: 3 clusters Score -805130.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -805226.437500 Penalty: 2858.908447
	Iteration 6Q: 3 clusters Score -805226.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -805332.812500 Penalty: 2858.908447
	Iteration 7Q: 3 clusters Score -805332.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -805458.812500 Penalty: 2858.908447
	Iteration 8Q: 3 clusters Score -805458.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -805597.187500 Penalty: 2858.908447
	Iteration 9Q: 3 clusters Score -805597.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -805759.437500 Penalty: 2858.908447
	Iteration 10Q: 3 clusters Score -805759.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -805959.250000 Penalty: 2858.908447
	Iteration 11Q: 3 clusters Score -805959.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -806177.937500 Penalty: 2858.908447
	Iteration 12Q: 3 clusters Score -806177.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -806373.062500 Penalty: 2858.908447
	Iteration 13Q: 3 clusters Score -806373.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -806502.562500 Penalty: 2858.908447
	Iteration 14Q: 3 clusters Score -806502.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -806623.437500 Penalty: 2858.908447
	Iteration 15Q: 3 clusters Score -806623.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -806702.437500 Penalty: 2858.908447
	Iteration 16Q: 3 clusters Score -806702.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -806761.500000 Penalty: 2858.908447
	Iteration 17Q: 3 clusters Score -806761.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -806817.937500 Penalty: 2858.908447
	Iteration 18Q: 3 clusters Score -806817.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -806854.687500 Penalty: 2858.908447
	Iteration 19Q: 3 clusters Score -806854.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -806885.312500 Penalty: 2858.908447
	Iteration 20F: 3 clusters Score -806885.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -806907.375000 Penalty: 2858.908447
	Iteration 21Q: 3 clusters Score -806907.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -806936.250000 Penalty: 2858.908447
	Iteration 22Q: 3 clusters Score -806936.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -806952.250000 Penalty: 2858.908447
	Iteration 23Q: 3 clusters Score -806952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -806961.937500 Penalty: 2858.908447
	Iteration 24Q: 3 clusters Score -806961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -806967.250000 Penalty: 2858.908447
	Iteration 25Q: 3 clusters Score -806967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -806970.062500 Penalty: 2858.908447
	Iteration 26Q: 3 clusters Score -806970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -806973.500000 Penalty: 2858.908447
	Iteration 27Q: 3 clusters Score -806973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -806973.500000 Penalty: 2858.908447
	Iteration 28F: 3 clusters Score -806973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (111042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111042 members 
Entering Unmasked Estep 
Score: -14171989.000000 Penalty: 1887.870239
	Iteration 0F: 2 clusters Score -1.417199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -14112473.000000 Penalty: 3775.740479
	Iteration 0F: 3 clusters Score -1.411247e+07 nChanged 53293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -14144220.000000 Penalty: 3775.740479
	Iteration 1F: 3 clusters Score -1.414422e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -14146037.000000 Penalty: 3775.740479
	Iteration 2Q: 3 clusters Score -1.414604e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -14148667.000000 Penalty: 3775.740479
	Iteration 3Q: 3 clusters Score -1.414867e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -14152376.000000 Penalty: 3775.740479
	Iteration 4F: 3 clusters Score -1.415238e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -14157056.000000 Penalty: 3775.740479
	Iteration 5F: 3 clusters Score -1.415706e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -14161399.000000 Penalty: 3775.740479
	Iteration 6F: 3 clusters Score -1.41614e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -14164699.000000 Penalty: 3775.740479
	Iteration 7F: 3 clusters Score -1.41647e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -14166662.000000 Penalty: 3775.740479
	Iteration 8F: 3 clusters Score -1.416666e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -14167803.000000 Penalty: 3775.740479
	Iteration 9Q: 3 clusters Score -1.41678e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102143 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -14168476.000000 Penalty: 3775.740479
	Iteration 10Q: 3 clusters Score -1.416848e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -14168799.000000 Penalty: 3775.740479
	Iteration 11Q: 3 clusters Score -1.41688e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106054 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -14169151.000000 Penalty: 3775.740479
	Iteration 12Q: 3 clusters Score -1.416915e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -14169482.000000 Penalty: 3775.740479
	Iteration 13Q: 3 clusters Score -1.416948e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108214 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -14169604.000000 Penalty: 3775.740479
	Iteration 14Q: 3 clusters Score -1.41696e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -14169795.000000 Penalty: 3775.740479
	Iteration 15Q: 3 clusters Score -1.41698e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109310 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -14169936.000000 Penalty: 3775.740479
	Iteration 16Q: 3 clusters Score -1.416994e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -14170098.000000 Penalty: 3775.740479
	Iteration 17Q: 3 clusters Score -1.41701e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109853 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -14170099.000000 Penalty: 3775.740479
	Iteration 18Q: 3 clusters Score -1.41701e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109990 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -14170160.000000 Penalty: 3775.740479
	Iteration 19Q: 3 clusters Score -1.417016e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110096 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14170226.000000 Penalty: 3775.740479
	Iteration 20F: 3 clusters Score -1.417023e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -14170267.000000 Penalty: 3775.740479
	Iteration 21Q: 3 clusters Score -1.417027e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110222 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14170342.000000 Penalty: 3775.740479
	Iteration 22Q: 3 clusters Score -1.417034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110263 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14170369.000000 Penalty: 3775.740479
	Iteration 23Q: 3 clusters Score -1.417037e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -14170376.000000 Penalty: 3775.740479
	Iteration 24Q: 3 clusters Score -1.417038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -14170386.000000 Penalty: 3775.740479
	Iteration 25Q: 3 clusters Score -1.417039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14170394.000000 Penalty: 3775.740479
	Iteration 26Q: 3 clusters Score -1.417039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110333 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -14170398.000000 Penalty: 3775.740479
	Iteration 27Q: 3 clusters Score -1.41704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110343 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14170391.000000 Penalty: 3775.740479
	Iteration 28Q: 3 clusters Score -1.417039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110356 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14170390.000000 Penalty: 3775.740479
	Iteration 29Q: 3 clusters Score -1.417039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14170383.000000 Penalty: 3775.740479
	Iteration 30Q: 3 clusters Score -1.417038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110380 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14170383.000000 Penalty: 3775.740479
	Iteration 31Q: 3 clusters Score -1.417038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14170386.000000 Penalty: 3775.740479
	Iteration 32Q: 3 clusters Score -1.417039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -14170385.000000 Penalty: 3775.740479
	Iteration 33Q: 3 clusters Score -1.417038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14170393.000000 Penalty: 3775.740479
	Iteration 34Q: 3 clusters Score -1.417039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14170408.000000 Penalty: 3775.740479
	Iteration 35Q: 3 clusters Score -1.417041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14170424.000000 Penalty: 3775.740479
	Iteration 36Q: 3 clusters Score -1.417042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14170415.000000 Penalty: 3775.740479
	Iteration 37Q: 3 clusters Score -1.417042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14170420.000000 Penalty: 3775.740479
	Iteration 38Q: 3 clusters Score -1.417042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14170417.000000 Penalty: 3775.740479
	Iteration 39Q: 3 clusters Score -1.417042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14170421.000000 Penalty: 3775.740479
	Iteration 40F: 3 clusters Score -1.417042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14170415.000000 Penalty: 3775.740479
	Iteration 41Q: 3 clusters Score -1.417042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14170410.000000 Penalty: 3775.740479
	Iteration 42Q: 3 clusters Score -1.417041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14170417.000000 Penalty: 3775.740479
	Iteration 43Q: 3 clusters Score -1.417042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14170425.000000 Penalty: 3775.740479
	Iteration 44Q: 3 clusters Score -1.417042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14170415.000000 Penalty: 3775.740479
	Iteration 45Q: 3 clusters Score -1.417042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14170421.000000 Penalty: 3775.740479
	Iteration 46Q: 3 clusters Score -1.417042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14170418.000000 Penalty: 3775.740479
	Iteration 47Q: 3 clusters Score -1.417042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14170418.000000 Penalty: 3775.740479
	Iteration 48Q: 3 clusters Score -1.417042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14170416.000000 Penalty: 3775.740479
	Iteration 49Q: 3 clusters Score -1.417042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14170421.000000 Penalty: 3775.740479
	Iteration 50Q: 3 clusters Score -1.417042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14170431.000000 Penalty: 3775.740479
	Iteration 51Q: 3 clusters Score -1.417043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14170428.000000 Penalty: 3775.740479
	Iteration 52Q: 3 clusters Score -1.417043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14170425.000000 Penalty: 3775.740479
	Iteration 53Q: 3 clusters Score -1.417042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14170427.000000 Penalty: 3775.740479
	Iteration 54Q: 3 clusters Score -1.417043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14170439.000000 Penalty: 3775.740479
	Iteration 55Q: 3 clusters Score -1.417044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14170442.000000 Penalty: 3775.740479
	Iteration 56Q: 3 clusters Score -1.417044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110476 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14170437.000000 Penalty: 3775.740479
	Iteration 57Q: 3 clusters Score -1.417044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14170443.000000 Penalty: 3775.740479
	Iteration 58Q: 3 clusters Score -1.417044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14170445.000000 Penalty: 3775.740479
	Iteration 59Q: 3 clusters Score -1.417044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14170445.000000 Penalty: 3775.740479
	Iteration 60F: 3 clusters Score -1.417044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -21056.939453 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -21056.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20413.605469 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -20413.61 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20692.701172 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -20692.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20751.357422 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -20751.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20819.841797 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -20819.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20884.638672 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -20884.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20945.789062 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -20945.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20966.400391 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -20966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20972.828125 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -20972.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20972.828125 Penalty: 1783.904785
	Iteration 8F: 3 clusters Score -20972.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -221013.546875 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -221013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -219028.078125 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -219028.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -219592.031250 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -219592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -219837.421875 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -219837.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -220004.375000 Penalty: 2455.499023
	Iteration 3F: 3 clusters Score -220004.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -220137.734375 Penalty: 2455.499023
	Iteration 4F: 3 clusters Score -220137.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -220212.515625 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -220212.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -220254.593750 Penalty: 2455.499023
	Iteration 6Q: 3 clusters Score -220254.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -220296.546875 Penalty: 2455.499023
	Iteration 7Q: 3 clusters Score -220296.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -220333.031250 Penalty: 2455.499023
	Iteration 8Q: 3 clusters Score -220333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -220365.875000 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -220365.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -220396.250000 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -220396.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -220428.062500 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -220428.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -220456.203125 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -220456.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -220486.640625 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -220486.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -220532.875000 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -220532.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -220603.890625 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -220603.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -220675.687500 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -220675.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220765.546875 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -220765.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -220855.546875 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -220855.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -220947.125000 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -220947.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -221051.921875 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -221051.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -221143.375000 Penalty: 2455.499023
	Iteration 21Q: 3 clusters Score -221143.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -221185.843750 Penalty: 2455.499023
	Iteration 22Q: 3 clusters Score -221185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -221199.250000 Penalty: 2455.499023
	Iteration 23Q: 3 clusters Score -221199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -221212.312500 Penalty: 2455.499023
	Iteration 24Q: 3 clusters Score -221212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -221222.687500 Penalty: 2455.499023
	Iteration 25Q: 3 clusters Score -221222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -221227.078125 Penalty: 2455.499023
	Iteration 26Q: 3 clusters Score -221227.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -221227.078125 Penalty: 2455.499023
	Iteration 27F: 3 clusters Score -221227.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 46571 members 
Mstep: Class 4 contains 43554 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 7 contains 30101 members 
Mstep: Class 8 contains 72510 members 
Mstep: Class 11 contains 69663 members 
Mstep: Class 13 contains 70042 members 
Mstep: Class 15 contains 32155 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 111042 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1471 members 
Entering Unmasked Estep 
Score: -65763592.000000 Penalty: 29968.439453
Splitting cluster 22 changes total score from -65744076.000000 to -65763592.000000
So it's getting split into cluster 5.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 46571 members 
Mstep: Class 4 contains 43554 members 
Mstep: Class 7 contains 30101 members 
Mstep: Class 8 contains 72510 members 
Mstep: Class 11 contains 69663 members 
Mstep: Class 13 contains 70042 members 
Mstep: Class 15 contains 32155 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 111042 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65768288.000000 Penalty: 29968.439453
Iteration 39Q: 15 clusters Score -6.576829e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 13527 members 
Mstep: Class 3 contains 45868 members 
Mstep: Class 4 contains 42771 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 7 contains 30163 members 
Mstep: Class 8 contains 75569 members 
Mstep: Class 11 contains 69143 members 
Mstep: Class 13 contains 68830 members 
Mstep: Class 15 contains 31710 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 113209 members 
Mstep: Class 21 contains 242 members 
Mstep: Class 22 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65770600.000000 Penalty: 29968.439453
Iteration 40F: 15 clusters Score -6.57706e+07 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 13445 members 
Mstep: Class 3 contains 44885 members 
Mstep: Class 4 contains 42662 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 7 contains 30359 members 
Mstep: Class 8 contains 77454 members 
Mstep: Class 11 contains 68886 members 
Mstep: Class 13 contains 67895 members 
Mstep: Class 15 contains 31320 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 112100 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772560.000000 Penalty: 29968.439453
Iteration 41Q: 15 clusters Score -6.577256e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 13359 members 
Mstep: Class 3 contains 43756 members 
Mstep: Class 4 contains 42745 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 7 contains 30576 members 
Mstep: Class 8 contains 78823 members 
Mstep: Class 11 contains 68629 members 
Mstep: Class 13 contains 67184 members 
Mstep: Class 15 contains 30954 members 
Mstep: Class 17 contains 6748 members 
Mstep: Class 18 contains 111687 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65773556.000000 Penalty: 29968.439453
Iteration 42Q: 15 clusters Score -6.577356e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 13303 members 
Mstep: Class 3 contains 42683 members 
Mstep: Class 4 contains 42920 members 
Mstep: Class 5 contains 518 members 
Mstep: Class 7 contains 30796 members 
Mstep: Class 8 contains 79640 members 
Mstep: Class 11 contains 68387 members 
Mstep: Class 13 contains 66676 members 
Mstep: Class 15 contains 30621 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 111506 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65774080.000000 Penalty: 29968.439453
Iteration 43Q: 15 clusters Score -6.577408e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 13295 members 
Mstep: Class 3 contains 41674 members 
Mstep: Class 4 contains 43186 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 7 contains 30935 members 
Mstep: Class 8 contains 80052 members 
Mstep: Class 11 contains 68187 members 
Mstep: Class 13 contains 66340 members 
Mstep: Class 15 contains 30371 members 
Mstep: Class 17 contains 6802 members 
Mstep: Class 18 contains 111275 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775200.000000 Penalty: 29968.439453
Iteration 44Q: 15 clusters Score -6.57752e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 13299 members 
Mstep: Class 3 contains 40672 members 
Mstep: Class 4 contains 43536 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 7 contains 31099 members 
Mstep: Class 8 contains 80234 members 
Mstep: Class 11 contains 67963 members 
Mstep: Class 13 contains 66111 members 
Mstep: Class 15 contains 30168 members 
Mstep: Class 17 contains 6810 members 
Mstep: Class 18 contains 111060 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775780.000000 Penalty: 29968.439453
Iteration 45Q: 15 clusters Score -6.577578e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 13305 members 
Mstep: Class 3 contains 39734 members 
Mstep: Class 4 contains 43902 members 
Mstep: Class 5 contains 533 members 
Mstep: Class 7 contains 31230 members 
Mstep: Class 8 contains 80256 members 
Mstep: Class 11 contains 67764 members 
Mstep: Class 13 contains 65937 members 
Mstep: Class 15 contains 29978 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 110893 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65776492.000000 Penalty: 29968.439453
Iteration 46Q: 15 clusters Score -6.577649e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 13367 members 
Mstep: Class 3 contains 38868 members 
Mstep: Class 4 contains 44237 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 7 contains 31356 members 
Mstep: Class 8 contains 80244 members 
Mstep: Class 11 contains 67545 members 
Mstep: Class 13 contains 65810 members 
Mstep: Class 15 contains 29797 members 
Mstep: Class 17 contains 6748 members 
Mstep: Class 18 contains 110673 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777244.000000 Penalty: 29968.439453
Iteration 47Q: 15 clusters Score -6.577724e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 13417 members 
Mstep: Class 3 contains 38119 members 
Mstep: Class 4 contains 44466 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 7 contains 31467 members 
Mstep: Class 8 contains 80214 members 
Mstep: Class 11 contains 67353 members 
Mstep: Class 13 contains 65706 members 
Mstep: Class 15 contains 29620 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 110451 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777792.000000 Penalty: 29968.439453
Iteration 48Q: 15 clusters Score -6.577779e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 13486 members 
Mstep: Class 3 contains 37365 members 
Mstep: Class 4 contains 44689 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 7 contains 31600 members 
Mstep: Class 8 contains 80087 members 
Mstep: Class 11 contains 67126 members 
Mstep: Class 13 contains 65657 members 
Mstep: Class 15 contains 29471 members 
Mstep: Class 17 contains 6664 members 
Mstep: Class 18 contains 110229 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778648.000000 Penalty: 29968.439453
Iteration 49Q: 15 clusters Score -6.577865e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 13541 members 
Mstep: Class 3 contains 36682 members 
Mstep: Class 4 contains 44879 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 7 contains 31708 members 
Mstep: Class 8 contains 79897 members 
Mstep: Class 11 contains 66941 members 
Mstep: Class 13 contains 65590 members 
Mstep: Class 15 contains 29309 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 109916 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65779152.000000 Penalty: 29968.439453
Iteration 50Q: 15 clusters Score -6.577915e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 13588 members 
Mstep: Class 3 contains 36053 members 
Mstep: Class 4 contains 45031 members 
Mstep: Class 5 contains 537 members 
Mstep: Class 7 contains 31864 members 
Mstep: Class 8 contains 79699 members 
Mstep: Class 11 contains 66682 members 
Mstep: Class 13 contains 65455 members 
Mstep: Class 15 contains 29171 members 
Mstep: Class 17 contains 6597 members 
Mstep: Class 18 contains 109609 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65779964.000000 Penalty: 29968.439453
Iteration 51Q: 15 clusters Score -6.577996e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 13620 members 
Mstep: Class 3 contains 35456 members 
Mstep: Class 4 contains 45179 members 
Mstep: Class 5 contains 540 members 
Mstep: Class 7 contains 32003 members 
Mstep: Class 8 contains 79464 members 
Mstep: Class 11 contains 66395 members 
Mstep: Class 13 contains 65332 members 
Mstep: Class 15 contains 29030 members 
Mstep: Class 17 contains 6575 members 
Mstep: Class 18 contains 109300 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65780640.000000 Penalty: 29968.439453
Iteration 52Q: 15 clusters Score -6.578064e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 13680 members 
Mstep: Class 3 contains 34932 members 
Mstep: Class 4 contains 45247 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 7 contains 32167 members 
Mstep: Class 8 contains 79220 members 
Mstep: Class 11 contains 66050 members 
Mstep: Class 13 contains 65171 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 18 contains 108990 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 15 clusters Score -6.57811e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 34496 members 
Mstep: Class 4 contains 45294 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 7 contains 32352 members 
Mstep: Class 8 contains 79036 members 
Mstep: Class 11 contains 65651 members 
Mstep: Class 13 contains 65012 members 
Mstep: Class 15 contains 28770 members 
Mstep: Class 17 contains 6509 members 
Mstep: Class 18 contains 108629 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65781596.000000 Penalty: 29968.439453
Iteration 54Q: 15 clusters Score -6.57816e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 34088 members 
Mstep: Class 4 contains 45315 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 7 contains 32581 members 
Mstep: Class 8 contains 78877 members 
Mstep: Class 11 contains 65209 members 
Mstep: Class 13 contains 64902 members 
Mstep: Class 15 contains 28639 members 
Mstep: Class 17 contains 6479 members 
Mstep: Class 18 contains 108232 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65781956.000000 Penalty: 29968.439453
Iteration 55Q: 15 clusters Score -6.578196e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 33714 members 
Mstep: Class 4 contains 45316 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 7 contains 32824 members 
Mstep: Class 8 contains 78747 members 
Mstep: Class 11 contains 64735 members 
Mstep: Class 13 contains 64769 members 
Mstep: Class 15 contains 28507 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 107897 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65782300.000000 Penalty: 29968.439453
Iteration 56Q: 15 clusters Score -6.57823e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 13819 members 
Mstep: Class 3 contains 33356 members 
Mstep: Class 4 contains 45316 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 7 contains 33057 members 
Mstep: Class 8 contains 78672 members 
Mstep: Class 11 contains 64222 members 
Mstep: Class 13 contains 64657 members 
Mstep: Class 15 contains 28389 members 
Mstep: Class 17 contains 6404 members 
Mstep: Class 18 contains 107617 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 15 clusters Score -6.578258e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 13851 members 
Mstep: Class 3 contains 33056 members 
Mstep: Class 4 contains 45311 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 7 contains 33301 members 
Mstep: Class 8 contains 78626 members 
Mstep: Class 11 contains 63727 members 
Mstep: Class 13 contains 64535 members 
Mstep: Class 15 contains 28261 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 107352 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 15 clusters Score -6.578327e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 13877 members 
Mstep: Class 3 contains 32805 members 
Mstep: Class 4 contains 45291 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 7 contains 33542 members 
Mstep: Class 8 contains 78627 members 
Mstep: Class 11 contains 63244 members 
Mstep: Class 13 contains 64408 members 
Mstep: Class 15 contains 28165 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 107157 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783512.000000 Penalty: 29968.439453
Iteration 59Q: 15 clusters Score -6.578351e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 32594 members 
Mstep: Class 4 contains 45274 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 7 contains 33779 members 
Mstep: Class 8 contains 78610 members 
Mstep: Class 11 contains 62806 members 
Mstep: Class 13 contains 64259 members 
Mstep: Class 15 contains 28072 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 106959 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783472.000000 Penalty: 29968.439453
Iteration 60F: 15 clusters Score -6.578347e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 32420 members 
Mstep: Class 4 contains 45253 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 7 contains 34007 members 
Mstep: Class 8 contains 78625 members 
Mstep: Class 11 contains 62395 members 
Mstep: Class 13 contains 64125 members 
Mstep: Class 15 contains 28004 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 106765 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783492.000000 Penalty: 29968.439453
Iteration 61Q: 15 clusters Score -6.578349e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 13947 members 
Mstep: Class 3 contains 32254 members 
Mstep: Class 4 contains 45240 members 
Mstep: Class 5 contains 551 members 
Mstep: Class 7 contains 34247 members 
Mstep: Class 8 contains 78671 members 
Mstep: Class 11 contains 61980 members 
Mstep: Class 13 contains 63976 members 
Mstep: Class 15 contains 27928 members 
Mstep: Class 17 contains 6241 members 
Mstep: Class 18 contains 106654 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783736.000000 Penalty: 29968.439453
Iteration 62Q: 15 clusters Score -6.578374e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 13955 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 45226 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 7 contains 34498 members 
Mstep: Class 8 contains 78715 members 
Mstep: Class 11 contains 61609 members 
Mstep: Class 13 contains 63841 members 
Mstep: Class 15 contains 27854 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 106522 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783740.000000 Penalty: 29968.439453
Iteration 63Q: 15 clusters Score -6.578374e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 13951 members 
Mstep: Class 3 contains 32016 members 
Mstep: Class 4 contains 45240 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 7 contains 34747 members 
Mstep: Class 8 contains 78747 members 
Mstep: Class 11 contains 61269 members 
Mstep: Class 13 contains 63724 members 
Mstep: Class 15 contains 27787 members 
Mstep: Class 17 contains 6199 members 
Mstep: Class 18 contains 106417 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783776.000000 Penalty: 29968.439453
Iteration 64Q: 15 clusters Score -6.578378e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 13963 members 
Mstep: Class 3 contains 31913 members 
Mstep: Class 4 contains 45235 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 78792 members 
Mstep: Class 11 contains 60953 members 
Mstep: Class 13 contains 63605 members 
Mstep: Class 15 contains 27723 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 106260 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783796.000000 Penalty: 29968.439453
Iteration 65Q: 15 clusters Score -6.57838e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 13959 members 
Mstep: Class 3 contains 31818 members 
Mstep: Class 4 contains 45251 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 7 contains 35242 members 
Mstep: Class 8 contains 78851 members 
Mstep: Class 11 contains 60689 members 
Mstep: Class 13 contains 63475 members 
Mstep: Class 15 contains 27671 members 
Mstep: Class 17 contains 6145 members 
Mstep: Class 18 contains 106162 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783696.000000 Penalty: 29968.439453
Iteration 66Q: 15 clusters Score -6.57837e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 13961 members 
Mstep: Class 3 contains 31737 members 
Mstep: Class 4 contains 45271 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 7 contains 35503 members 
Mstep: Class 8 contains 78886 members 
Mstep: Class 11 contains 60413 members 
Mstep: Class 13 contains 63374 members 
Mstep: Class 15 contains 27632 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 106050 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783732.000000 Penalty: 29968.439453
Iteration 67Q: 15 clusters Score -6.578373e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 13961 members 
Mstep: Class 3 contains 31656 members 
Mstep: Class 4 contains 45303 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 7 contains 35746 members 
Mstep: Class 8 contains 78926 members 
Mstep: Class 11 contains 60154 members 
Mstep: Class 13 contains 63270 members 
Mstep: Class 15 contains 27596 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 105963 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783732.000000 Penalty: 29968.439453
Iteration 68Q: 15 clusters Score -6.578373e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 13963 members 
Mstep: Class 3 contains 31566 members 
Mstep: Class 4 contains 45328 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 7 contains 36035 members 
Mstep: Class 8 contains 78955 members 
Mstep: Class 11 contains 59864 members 
Mstep: Class 13 contains 63167 members 
Mstep: Class 15 contains 27567 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 105908 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783516.000000 Penalty: 29968.439453
Iteration 69Q: 15 clusters Score -6.578352e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 13970 members 
Mstep: Class 3 contains 31496 members 
Mstep: Class 4 contains 45327 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 7 contains 36320 members 
Mstep: Class 8 contains 78986 members 
Mstep: Class 11 contains 59563 members 
Mstep: Class 13 contains 63095 members 
Mstep: Class 15 contains 27533 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 105855 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783484.000000 Penalty: 29968.439453
Iteration 70Q: 15 clusters Score -6.578348e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 31428 members 
Mstep: Class 4 contains 45332 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 7 contains 36631 members 
Mstep: Class 8 contains 79007 members 
Mstep: Class 11 contains 59267 members 
Mstep: Class 13 contains 63019 members 
Mstep: Class 15 contains 27503 members 
Mstep: Class 17 contains 6048 members 
Mstep: Class 18 contains 105792 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783400.000000 Penalty: 29968.439453
Iteration 71Q: 15 clusters Score -6.57834e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 13988 members 
Mstep: Class 3 contains 31360 members 
Mstep: Class 4 contains 45345 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 7 contains 36905 members 
Mstep: Class 8 contains 79021 members 
Mstep: Class 11 contains 59019 members 
Mstep: Class 13 contains 62939 members 
Mstep: Class 15 contains 27472 members 
Mstep: Class 17 contains 6032 members 
Mstep: Class 18 contains 105736 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783416.000000 Penalty: 29968.439453
Iteration 72Q: 15 clusters Score -6.578342e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 13995 members 
Mstep: Class 3 contains 31293 members 
Mstep: Class 4 contains 45338 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 7 contains 37186 members 
Mstep: Class 8 contains 79065 members 
Mstep: Class 11 contains 58767 members 
Mstep: Class 13 contains 62842 members 
Mstep: Class 15 contains 27449 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 105676 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783424.000000 Penalty: 29968.439453
Iteration 73Q: 15 clusters Score -6.578342e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 45341 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 7 contains 37476 members 
Mstep: Class 8 contains 79079 members 
Mstep: Class 11 contains 58506 members 
Mstep: Class 13 contains 62766 members 
Mstep: Class 15 contains 27432 members 
Mstep: Class 17 contains 6014 members 
Mstep: Class 18 contains 105613 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783276.000000 Penalty: 29968.439453
Iteration 74Q: 15 clusters Score -6.578328e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 31173 members 
Mstep: Class 4 contains 45365 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 7 contains 37744 members 
Mstep: Class 8 contains 79087 members 
Mstep: Class 11 contains 58280 members 
Mstep: Class 13 contains 62655 members 
Mstep: Class 15 contains 27410 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 105583 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 15 clusters Score -6.578311e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 14036 members 
Mstep: Class 3 contains 31127 members 
Mstep: Class 4 contains 45392 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 7 contains 38039 members 
Mstep: Class 8 contains 79096 members 
Mstep: Class 11 contains 58033 members 
Mstep: Class 13 contains 62559 members 
Mstep: Class 15 contains 27395 members 
Mstep: Class 17 contains 5988 members 
Mstep: Class 18 contains 105536 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65782952.000000 Penalty: 29968.439453
Iteration 76Q: 15 clusters Score -6.578295e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 45407 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 7 contains 38334 members 
Mstep: Class 8 contains 79109 members 
Mstep: Class 11 contains 57799 members 
Mstep: Class 13 contains 62460 members 
Mstep: Class 15 contains 27385 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 105519 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783000.000000 Penalty: 29968.439453
Iteration 77Q: 15 clusters Score -6.5783e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 14045 members 
Mstep: Class 3 contains 31037 members 
Mstep: Class 4 contains 45424 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 7 contains 38638 members 
Mstep: Class 8 contains 79121 members 
Mstep: Class 11 contains 57551 members 
Mstep: Class 13 contains 62378 members 
Mstep: Class 15 contains 27367 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 18 contains 105520 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 1526 members 
Entering Unmasked Estep 
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Iteration 78Q: 15 clusters Score -6.578302e+07 nChanged 647
Entering ConstructFrom: 
Score: -65783020.000000 Penalty: 29968.439453
Entering ConstructFrom: 
Trying to split cluster 1 (56658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Entering Unmasked Estep 
Score: -7283870.500000 Penalty: 1778.528198
	Iteration 0F: 2 clusters Score -7283870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -7247756.000000 Penalty: 3557.056396
	Iteration 0F: 3 clusters Score -7247756 nChanged 26712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -7262892.000000 Penalty: 3557.056396
	Iteration 1F: 3 clusters Score -7262892 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -7263540.000000 Penalty: 3557.056396
	Iteration 2Q: 3 clusters Score -7263540 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -7264515.000000 Penalty: 3557.056396
	Iteration 3Q: 3 clusters Score -7264515 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -7266086.000000 Penalty: 3557.056396
	Iteration 4F: 3 clusters Score -7266086 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -7268788.500000 Penalty: 3557.056396
	Iteration 5F: 3 clusters Score -7268788 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -7272627.000000 Penalty: 3557.056396
	Iteration 6F: 3 clusters Score -7272627 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -7277085.500000 Penalty: 3557.056396
	Iteration 7F: 3 clusters Score -7277086 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -7280746.500000 Penalty: 3557.056396
	Iteration 8F: 3 clusters Score -7280746 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7282717.000000 Penalty: 3557.056396
	Iteration 9Q: 3 clusters Score -7282717 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7283668.500000 Penalty: 3557.056396
	Iteration 10Q: 3 clusters Score -7283668 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7284077.500000 Penalty: 3557.056396
	Iteration 11Q: 3 clusters Score -7284078 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7284256.500000 Penalty: 3557.056396
	Iteration 12Q: 3 clusters Score -7284256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7284341.500000 Penalty: 3557.056396
	Iteration 13Q: 3 clusters Score -7284342 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7284366.500000 Penalty: 3557.056396
	Iteration 14Q: 3 clusters Score -7284366 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7284406.000000 Penalty: 3557.056396
	Iteration 15Q: 3 clusters Score -7284406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7284435.500000 Penalty: 3557.056396
	Iteration 16Q: 3 clusters Score -7284436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7284459.000000 Penalty: 3557.056396
	Iteration 17Q: 3 clusters Score -7284459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7284462.500000 Penalty: 3557.056396
	Iteration 18Q: 3 clusters Score -7284462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7284475.500000 Penalty: 3557.056396
	Iteration 19Q: 3 clusters Score -7284476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7284472.500000 Penalty: 3557.056396
	Iteration 20F: 3 clusters Score -7284472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7284465.000000 Penalty: 3557.056396
	Iteration 21Q: 3 clusters Score -7284465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7284467.000000 Penalty: 3557.056396
	Iteration 22Q: 3 clusters Score -7284467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7284469.500000 Penalty: 3557.056396
	Iteration 23Q: 3 clusters Score -7284470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7284475.000000 Penalty: 3557.056396
	Iteration 24Q: 3 clusters Score -7284475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7284478.000000 Penalty: 3557.056396
	Iteration 25Q: 3 clusters Score -7284478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7284480.500000 Penalty: 3557.056396
	Iteration 26Q: 3 clusters Score -7284480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7284479.500000 Penalty: 3557.056396
	Iteration 27Q: 3 clusters Score -7284480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7284485.000000 Penalty: 3557.056396
	Iteration 28Q: 3 clusters Score -7284485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7284485.000000 Penalty: 3557.056396
	Iteration 29F: 3 clusters Score -7284485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 14047 members 
Mstep: Class 3 contains 31006 members 
Mstep: Class 4 contains 45438 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 38946 members 
Mstep: Class 8 contains 79128 members 
Mstep: Class 11 contains 57309 members 
Mstep: Class 13 contains 62285 members 
Mstep: Class 15 contains 27358 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 105515 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 1528 members 
Entering Unmasked Estep 
Score: -65783544.000000 Penalty: 32109.041016
Splitting cluster 1 changes total score from -65783020.000000 to -65783544.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (14047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Entering Unmasked Estep 
Score: -1801425.625000 Penalty: 1551.901733
	Iteration 0F: 2 clusters Score -1801426 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 7089 members 
Entering Unmasked Estep 
Score: -1791684.125000 Penalty: 3103.803467
	Iteration 0F: 3 clusters Score -1791684 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1794990.875000 Penalty: 3103.803467
	Iteration 1F: 3 clusters Score -1794991 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1795265.000000 Penalty: 3103.803467
	Iteration 2F: 3 clusters Score -1795265 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1795519.250000 Penalty: 3103.803467
	Iteration 3Q: 3 clusters Score -1795519 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1795772.875000 Penalty: 3103.803467
	Iteration 4Q: 3 clusters Score -1795773 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1796042.500000 Penalty: 3103.803467
	Iteration 5Q: 3 clusters Score -1796042 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1796334.250000 Penalty: 3103.803467
	Iteration 6Q: 3 clusters Score -1796334 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1796694.375000 Penalty: 3103.803467
	Iteration 7Q: 3 clusters Score -1796694 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1797187.375000 Penalty: 3103.803467
	Iteration 8Q: 3 clusters Score -1797187 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1797762.375000 Penalty: 3103.803467
	Iteration 9F: 3 clusters Score -1797762 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1798314.875000 Penalty: 3103.803467
	Iteration 10Q: 3 clusters Score -1798315 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1798745.875000 Penalty: 3103.803467
	Iteration 11Q: 3 clusters Score -1798746 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1799082.500000 Penalty: 3103.803467
	Iteration 12Q: 3 clusters Score -1799082 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1799338.250000 Penalty: 3103.803467
	Iteration 13Q: 3 clusters Score -1799338 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1799526.125000 Penalty: 3103.803467
	Iteration 14Q: 3 clusters Score -1799526 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1799643.125000 Penalty: 3103.803467
	Iteration 15Q: 3 clusters Score -1799643 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1799743.625000 Penalty: 3103.803467
	Iteration 16Q: 3 clusters Score -1799744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1799816.750000 Penalty: 3103.803467
	Iteration 17Q: 3 clusters Score -1799817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1799860.375000 Penalty: 3103.803467
	Iteration 18Q: 3 clusters Score -1799860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1799893.875000 Penalty: 3103.803467
	Iteration 19Q: 3 clusters Score -1799894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1799922.500000 Penalty: 3103.803467
	Iteration 20F: 3 clusters Score -1799922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1799946.000000 Penalty: 3103.803467
	Iteration 21Q: 3 clusters Score -1799946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1799975.125000 Penalty: 3103.803467
	Iteration 22Q: 3 clusters Score -1799975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1800002.500000 Penalty: 3103.803467
	Iteration 23Q: 3 clusters Score -1800002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1800022.250000 Penalty: 3103.803467
	Iteration 24Q: 3 clusters Score -1800022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1800029.375000 Penalty: 3103.803467
	Iteration 25Q: 3 clusters Score -1800029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1800040.750000 Penalty: 3103.803467
	Iteration 26Q: 3 clusters Score -1800041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1800049.750000 Penalty: 3103.803467
	Iteration 27Q: 3 clusters Score -1800050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1800061.375000 Penalty: 3103.803467
	Iteration 28Q: 3 clusters Score -1800061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1800066.250000 Penalty: 3103.803467
	Iteration 29Q: 3 clusters Score -1800066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1800069.625000 Penalty: 3103.803467
	Iteration 30Q: 3 clusters Score -1800070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1800076.000000 Penalty: 3103.803467
	Iteration 31Q: 3 clusters Score -1800076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1800081.875000 Penalty: 3103.803467
	Iteration 32Q: 3 clusters Score -1800082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1800084.000000 Penalty: 3103.803467
	Iteration 33Q: 3 clusters Score -1800084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1800087.500000 Penalty: 3103.803467
	Iteration 34Q: 3 clusters Score -1800088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1800088.750000 Penalty: 3103.803467
	Iteration 35Q: 3 clusters Score -1800089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1800091.875000 Penalty: 3103.803467
	Iteration 36Q: 3 clusters Score -1800092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1800096.750000 Penalty: 3103.803467
	Iteration 37Q: 3 clusters Score -1800097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1800096.250000 Penalty: 3103.803467
	Iteration 38Q: 3 clusters Score -1800096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1800096.250000 Penalty: 3103.803467
	Iteration 39F: 3 clusters Score -1800096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Entering Unmasked Estep 
Score: -3848602.000000 Penalty: 1680.564575
	Iteration 0F: 2 clusters Score -3848602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3827732.000000 Penalty: 3361.129150
	Iteration 0F: 3 clusters Score -3827732 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3835496.750000 Penalty: 3361.129150
	Iteration 1F: 3 clusters Score -3835497 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3835805.000000 Penalty: 3361.129150
	Iteration 2Q: 3 clusters Score -3835805 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3836083.750000 Penalty: 3361.129150
	Iteration 3Q: 3 clusters Score -3836084 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3836410.000000 Penalty: 3361.129150
	Iteration 4Q: 3 clusters Score -3836410 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3836677.250000 Penalty: 3361.129150
	Iteration 5Q: 3 clusters Score -3836677 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3837014.500000 Penalty: 3361.129150
	Iteration 6Q: 3 clusters Score -3837014 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3837379.250000 Penalty: 3361.129150
	Iteration 7Q: 3 clusters Score -3837379 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3837840.250000 Penalty: 3361.129150
	Iteration 8Q: 3 clusters Score -3837840 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3838517.750000 Penalty: 3361.129150
	Iteration 9Q: 3 clusters Score -3838518 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3839487.750000 Penalty: 3361.129150
	Iteration 10F: 3 clusters Score -3839488 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3840763.750000 Penalty: 3361.129150
	Iteration 11F: 3 clusters Score -3840764 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3842224.750000 Penalty: 3361.129150
	Iteration 12F: 3 clusters Score -3842225 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3843660.000000 Penalty: 3361.129150
	Iteration 13F: 3 clusters Score -3843660 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3844723.000000 Penalty: 3361.129150
	Iteration 14Q: 3 clusters Score -3844723 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3845442.500000 Penalty: 3361.129150
	Iteration 15Q: 3 clusters Score -3845442 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3845907.500000 Penalty: 3361.129150
	Iteration 16Q: 3 clusters Score -3845908 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3846231.000000 Penalty: 3361.129150
	Iteration 17Q: 3 clusters Score -3846231 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3846481.500000 Penalty: 3361.129150
	Iteration 18Q: 3 clusters Score -3846482 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3846679.000000 Penalty: 3361.129150
	Iteration 19Q: 3 clusters Score -3846679 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3846831.000000 Penalty: 3361.129150
	Iteration 20F: 3 clusters Score -3846831 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3846972.750000 Penalty: 3361.129150
	Iteration 21Q: 3 clusters Score -3846973 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3847096.000000 Penalty: 3361.129150
	Iteration 22Q: 3 clusters Score -3847096 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3847207.500000 Penalty: 3361.129150
	Iteration 23Q: 3 clusters Score -3847208 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3847368.750000 Penalty: 3361.129150
	Iteration 24Q: 3 clusters Score -3847369 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3847560.250000 Penalty: 3361.129150
	Iteration 25Q: 3 clusters Score -3847560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3847682.250000 Penalty: 3361.129150
	Iteration 26Q: 3 clusters Score -3847682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3847756.750000 Penalty: 3361.129150
	Iteration 27Q: 3 clusters Score -3847757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3847789.250000 Penalty: 3361.129150
	Iteration 28Q: 3 clusters Score -3847789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3847814.750000 Penalty: 3361.129150
	Iteration 29Q: 3 clusters Score -3847815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3847818.500000 Penalty: 3361.129150
	Iteration 30Q: 3 clusters Score -3847818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3847828.000000 Penalty: 3361.129150
	Iteration 31Q: 3 clusters Score -3847828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3847834.750000 Penalty: 3361.129150
	Iteration 32Q: 3 clusters Score -3847835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3847835.250000 Penalty: 3361.129150
	Iteration 33Q: 3 clusters Score -3847835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3847842.250000 Penalty: 3361.129150
	Iteration 34Q: 3 clusters Score -3847842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3847837.250000 Penalty: 3361.129150
	Iteration 35Q: 3 clusters Score -3847837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3847832.500000 Penalty: 3361.129150
	Iteration 36Q: 3 clusters Score -3847832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3847833.250000 Penalty: 3361.129150
	Iteration 37Q: 3 clusters Score -3847833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3847835.250000 Penalty: 3361.129150
	Iteration 38Q: 3 clusters Score -3847835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3847832.750000 Penalty: 3361.129150
	Iteration 39Q: 3 clusters Score -3847833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3847834.500000 Penalty: 3361.129150
	Iteration 40F: 3 clusters Score -3847834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3847835.250000 Penalty: 3361.129150
	Iteration 41Q: 3 clusters Score -3847835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3847833.000000 Penalty: 3361.129150
	Iteration 42Q: 3 clusters Score -3847833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3847834.500000 Penalty: 3361.129150
	Iteration 43Q: 3 clusters Score -3847834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3847834.000000 Penalty: 3361.129150
	Iteration 44Q: 3 clusters Score -3847834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3847833.000000 Penalty: 3361.129150
	Iteration 45Q: 3 clusters Score -3847833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3847833.000000 Penalty: 3361.129150
	Iteration 46F: 3 clusters Score -3847833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Entering Unmasked Estep 
Score: -5745772.500000 Penalty: 1742.666870
	Iteration 0F: 2 clusters Score -5745772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -5715379.500000 Penalty: 3485.333740
	Iteration 0F: 3 clusters Score -5715380 nChanged 21257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -5727292.500000 Penalty: 3485.333740
	Iteration 1F: 3 clusters Score -5727292 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5727804.500000 Penalty: 3485.333740
	Iteration 2Q: 3 clusters Score -5727804 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -5728339.000000 Penalty: 3485.333740
	Iteration 3Q: 3 clusters Score -5728339 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -5728918.500000 Penalty: 3485.333740
	Iteration 4Q: 3 clusters Score -5728918 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -5729644.500000 Penalty: 3485.333740
	Iteration 5Q: 3 clusters Score -5729644 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5730719.000000 Penalty: 3485.333740
	Iteration 6Q: 3 clusters Score -5730719 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -5732250.500000 Penalty: 3485.333740
	Iteration 7F: 3 clusters Score -5732250 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5734149.500000 Penalty: 3485.333740
	Iteration 8F: 3 clusters Score -5734150 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -5736074.000000 Penalty: 3485.333740
	Iteration 9F: 3 clusters Score -5736074 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5737433.500000 Penalty: 3485.333740
	Iteration 10Q: 3 clusters Score -5737434 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -5738251.000000 Penalty: 3485.333740
	Iteration 11Q: 3 clusters Score -5738251 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5738804.000000 Penalty: 3485.333740
	Iteration 12Q: 3 clusters Score -5738804 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -5739177.000000 Penalty: 3485.333740
	Iteration 13Q: 3 clusters Score -5739177 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -5739532.500000 Penalty: 3485.333740
	Iteration 14Q: 3 clusters Score -5739532 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -5739902.000000 Penalty: 3485.333740
	Iteration 15Q: 3 clusters Score -5739902 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -5740278.000000 Penalty: 3485.333740
	Iteration 16Q: 3 clusters Score -5740278 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -5740634.000000 Penalty: 3485.333740
	Iteration 17Q: 3 clusters Score -5740634 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -5740963.000000 Penalty: 3485.333740
	Iteration 18Q: 3 clusters Score -5740963 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -5741329.500000 Penalty: 3485.333740
	Iteration 19Q: 3 clusters Score -5741330 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5741686.500000 Penalty: 3485.333740
	Iteration 20F: 3 clusters Score -5741686 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -5742070.000000 Penalty: 3485.333740
	Iteration 21Q: 3 clusters Score -5742070 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -5742521.000000 Penalty: 3485.333740
	Iteration 22Q: 3 clusters Score -5742521 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5742980.000000 Penalty: 3485.333740
	Iteration 23Q: 3 clusters Score -5742980 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -5743437.500000 Penalty: 3485.333740
	Iteration 24Q: 3 clusters Score -5743438 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -5743853.500000 Penalty: 3485.333740
	Iteration 25Q: 3 clusters Score -5743854 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5744080.000000 Penalty: 3485.333740
	Iteration 26Q: 3 clusters Score -5744080 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -5744193.500000 Penalty: 3485.333740
	Iteration 27Q: 3 clusters Score -5744194 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5744294.000000 Penalty: 3485.333740
	Iteration 28Q: 3 clusters Score -5744294 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5744341.500000 Penalty: 3485.333740
	Iteration 29Q: 3 clusters Score -5744342 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5744360.000000 Penalty: 3485.333740
	Iteration 30Q: 3 clusters Score -5744360 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -5744387.500000 Penalty: 3485.333740
	Iteration 31Q: 3 clusters Score -5744388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5744397.000000 Penalty: 3485.333740
	Iteration 32Q: 3 clusters Score -5744397 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5744413.000000 Penalty: 3485.333740
	Iteration 33Q: 3 clusters Score -5744413 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5744436.000000 Penalty: 3485.333740
	Iteration 34Q: 3 clusters Score -5744436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5744442.000000 Penalty: 3485.333740
	Iteration 35Q: 3 clusters Score -5744442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5744473.500000 Penalty: 3485.333740
	Iteration 36Q: 3 clusters Score -5744474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5744473.500000 Penalty: 3485.333740
	Iteration 37Q: 3 clusters Score -5744474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5744481.500000 Penalty: 3485.333740
	Iteration 38Q: 3 clusters Score -5744482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5744473.500000 Penalty: 3485.333740
	Iteration 39Q: 3 clusters Score -5744474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5744482.500000 Penalty: 3485.333740
	Iteration 40F: 3 clusters Score -5744482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5744484.500000 Penalty: 3485.333740
	Iteration 41Q: 3 clusters Score -5744484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5744492.000000 Penalty: 3485.333740
	Iteration 42Q: 3 clusters Score -5744492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5744504.500000 Penalty: 3485.333740
	Iteration 43Q: 3 clusters Score -5744504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5744508.500000 Penalty: 3485.333740
	Iteration 44Q: 3 clusters Score -5744508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5744521.500000 Penalty: 3485.333740
	Iteration 45Q: 3 clusters Score -5744522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5744514.500000 Penalty: 3485.333740
	Iteration 46Q: 3 clusters Score -5744514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5744528.000000 Penalty: 3485.333740
	Iteration 47Q: 3 clusters Score -5744528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5744529.000000 Penalty: 3485.333740
	Iteration 48Q: 3 clusters Score -5744529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5744527.500000 Penalty: 3485.333740
	Iteration 49Q: 3 clusters Score -5744528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5744526.000000 Penalty: 3485.333740
	Iteration 50Q: 3 clusters Score -5744526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5744528.500000 Penalty: 3485.333740
	Iteration 51Q: 3 clusters Score -5744528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5744535.000000 Penalty: 3485.333740
	Iteration 52Q: 3 clusters Score -5744535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5744546.000000 Penalty: 3485.333740
	Iteration 53Q: 3 clusters Score -5744546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5744543.000000 Penalty: 3485.333740
	Iteration 54Q: 3 clusters Score -5744543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5744547.000000 Penalty: 3485.333740
	Iteration 55Q: 3 clusters Score -5744547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5744541.000000 Penalty: 3485.333740
	Iteration 56Q: 3 clusters Score -5744541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5744538.500000 Penalty: 3485.333740
	Iteration 57Q: 3 clusters Score -5744538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5744536.500000 Penalty: 3485.333740
	Iteration 58Q: 3 clusters Score -5744536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5744535.500000 Penalty: 3485.333740
	Iteration 59Q: 3 clusters Score -5744536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5744540.500000 Penalty: 3485.333740
	Iteration 60F: 3 clusters Score -5744540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5744539.500000 Penalty: 3485.333740
	Iteration 61Q: 3 clusters Score -5744540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5744544.500000 Penalty: 3485.333740
	Iteration 62Q: 3 clusters Score -5744544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5744538.500000 Penalty: 3485.333740
	Iteration 63Q: 3 clusters Score -5744538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5744551.500000 Penalty: 3485.333740
	Iteration 64Q: 3 clusters Score -5744552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5744565.000000 Penalty: 3485.333740
	Iteration 65Q: 3 clusters Score -5744565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5744560.000000 Penalty: 3485.333740
	Iteration 66Q: 3 clusters Score -5744560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5744569.000000 Penalty: 3485.333740
	Iteration 67Q: 3 clusters Score -5744569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5744570.500000 Penalty: 3485.333740
	Iteration 68Q: 3 clusters Score -5744570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5744576.000000 Penalty: 3485.333740
	Iteration 69Q: 3 clusters Score -5744576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5744577.000000 Penalty: 3485.333740
	Iteration 70Q: 3 clusters Score -5744577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5744585.500000 Penalty: 3485.333740
	Iteration 71Q: 3 clusters Score -5744586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5744593.000000 Penalty: 3485.333740
	Iteration 72Q: 3 clusters Score -5744593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5744586.000000 Penalty: 3485.333740
	Iteration 73Q: 3 clusters Score -5744586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5744584.000000 Penalty: 3485.333740
	Iteration 74Q: 3 clusters Score -5744584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5744586.000000 Penalty: 3485.333740
	Iteration 75Q: 3 clusters Score -5744586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5744582.000000 Penalty: 3485.333740
	Iteration 76Q: 3 clusters Score -5744582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5744585.000000 Penalty: 3485.333740
	Iteration 77Q: 3 clusters Score -5744585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5744590.000000 Penalty: 3485.333740
	Iteration 78Q: 3 clusters Score -5744590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5744595.000000 Penalty: 3485.333740
	Iteration 79Q: 3 clusters Score -5744595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5744593.500000 Penalty: 3485.333740
	Iteration 80F: 3 clusters Score -5744594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5744593.000000 Penalty: 3485.333740
	Iteration 81Q: 3 clusters Score -5744593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5744599.500000 Penalty: 3485.333740
	Iteration 82Q: 3 clusters Score -5744600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5744603.500000 Penalty: 3485.333740
	Iteration 83Q: 3 clusters Score -5744604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5744599.500000 Penalty: 3485.333740
	Iteration 84Q: 3 clusters Score -5744600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5744601.000000 Penalty: 3485.333740
	Iteration 85Q: 3 clusters Score -5744601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5744601.000000 Penalty: 3485.333740
	Iteration 86F: 3 clusters Score -5744601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -65055.582031 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -65055.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63946.171875 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -63946.17 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64128.421875 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -64128.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64204.445312 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -64204.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64226.937500 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -64226.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64234.148438 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -64234.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64240.066406 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -64240.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64241.621094 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -64241.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64241.621094 Penalty: 2053.078613
	Iteration 7F: 3 clusters Score -64241.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Entering Unmasked Estep 
Score: -5006439.000000 Penalty: 1717.613770
	Iteration 0F: 2 clusters Score -5006439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -4980320.500000 Penalty: 3435.227539
	Iteration 0F: 3 clusters Score -4980320 nChanged 18071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4990390.000000 Penalty: 3435.227539
	Iteration 1F: 3 clusters Score -4990390 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4990981.000000 Penalty: 3435.227539
	Iteration 2Q: 3 clusters Score -4990981 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4991529.000000 Penalty: 3435.227539
	Iteration 3Q: 3 clusters Score -4991529 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4992208.500000 Penalty: 3435.227539
	Iteration 4Q: 3 clusters Score -4992208 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4993056.000000 Penalty: 3435.227539
	Iteration 5Q: 3 clusters Score -4993056 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4994166.000000 Penalty: 3435.227539
	Iteration 6F: 3 clusters Score -4994166 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4995789.500000 Penalty: 3435.227539
	Iteration 7F: 3 clusters Score -4995790 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4997731.500000 Penalty: 3435.227539
	Iteration 8F: 3 clusters Score -4997732 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4999804.500000 Penalty: 3435.227539
	Iteration 9F: 3 clusters Score -4999804 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5001178.000000 Penalty: 3435.227539
	Iteration 10F: 3 clusters Score -5001178 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -5001931.000000 Penalty: 3435.227539
	Iteration 11Q: 3 clusters Score -5001931 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -5002487.000000 Penalty: 3435.227539
	Iteration 12Q: 3 clusters Score -5002487 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5002955.000000 Penalty: 3435.227539
	Iteration 13Q: 3 clusters Score -5002955 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -5003357.500000 Penalty: 3435.227539
	Iteration 14Q: 3 clusters Score -5003358 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -5003691.000000 Penalty: 3435.227539
	Iteration 15Q: 3 clusters Score -5003691 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -5003930.500000 Penalty: 3435.227539
	Iteration 16Q: 3 clusters Score -5003930 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -5004081.000000 Penalty: 3435.227539
	Iteration 17Q: 3 clusters Score -5004081 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -5004224.000000 Penalty: 3435.227539
	Iteration 18Q: 3 clusters Score -5004224 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -5004343.500000 Penalty: 3435.227539
	Iteration 19Q: 3 clusters Score -5004344 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -5004426.500000 Penalty: 3435.227539
	Iteration 20F: 3 clusters Score -5004426 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5004515.500000 Penalty: 3435.227539
	Iteration 21Q: 3 clusters Score -5004516 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -5004562.500000 Penalty: 3435.227539
	Iteration 22Q: 3 clusters Score -5004562 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -5004600.000000 Penalty: 3435.227539
	Iteration 23Q: 3 clusters Score -5004600 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -5004641.500000 Penalty: 3435.227539
	Iteration 24Q: 3 clusters Score -5004642 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -5004691.000000 Penalty: 3435.227539
	Iteration 25Q: 3 clusters Score -5004691 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -5004731.500000 Penalty: 3435.227539
	Iteration 26Q: 3 clusters Score -5004732 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -5004753.000000 Penalty: 3435.227539
	Iteration 27Q: 3 clusters Score -5004753 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -5004793.500000 Penalty: 3435.227539
	Iteration 28Q: 3 clusters Score -5004794 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -5004835.000000 Penalty: 3435.227539
	Iteration 29Q: 3 clusters Score -5004835 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5004881.500000 Penalty: 3435.227539
	Iteration 30Q: 3 clusters Score -5004882 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5004901.500000 Penalty: 3435.227539
	Iteration 31Q: 3 clusters Score -5004902 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -5004921.500000 Penalty: 3435.227539
	Iteration 32Q: 3 clusters Score -5004922 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5004940.000000 Penalty: 3435.227539
	Iteration 33Q: 3 clusters Score -5004940 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -5004977.000000 Penalty: 3435.227539
	Iteration 34Q: 3 clusters Score -5004977 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5004987.500000 Penalty: 3435.227539
	Iteration 35Q: 3 clusters Score -5004988 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5005011.000000 Penalty: 3435.227539
	Iteration 36Q: 3 clusters Score -5005011 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5005027.500000 Penalty: 3435.227539
	Iteration 37Q: 3 clusters Score -5005028 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -5005028.500000 Penalty: 3435.227539
	Iteration 38Q: 3 clusters Score -5005028 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5005058.000000 Penalty: 3435.227539
	Iteration 39Q: 3 clusters Score -5005058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5005064.500000 Penalty: 3435.227539
	Iteration 40F: 3 clusters Score -5005064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5005069.000000 Penalty: 3435.227539
	Iteration 41Q: 3 clusters Score -5005069 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5005087.500000 Penalty: 3435.227539
	Iteration 42Q: 3 clusters Score -5005088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5005088.000000 Penalty: 3435.227539
	Iteration 43Q: 3 clusters Score -5005088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -5005103.000000 Penalty: 3435.227539
	Iteration 44Q: 3 clusters Score -5005103 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5005124.500000 Penalty: 3435.227539
	Iteration 45Q: 3 clusters Score -5005124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5005133.500000 Penalty: 3435.227539
	Iteration 46Q: 3 clusters Score -5005134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5005132.000000 Penalty: 3435.227539
	Iteration 47Q: 3 clusters Score -5005132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5005129.500000 Penalty: 3435.227539
	Iteration 48Q: 3 clusters Score -5005130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5005145.500000 Penalty: 3435.227539
	Iteration 49Q: 3 clusters Score -5005146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5005160.500000 Penalty: 3435.227539
	Iteration 50Q: 3 clusters Score -5005160 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5005173.500000 Penalty: 3435.227539
	Iteration 51Q: 3 clusters Score -5005174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5005177.000000 Penalty: 3435.227539
	Iteration 52Q: 3 clusters Score -5005177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5005171.000000 Penalty: 3435.227539
	Iteration 53Q: 3 clusters Score -5005171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5005184.500000 Penalty: 3435.227539
	Iteration 54Q: 3 clusters Score -5005184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5005201.000000 Penalty: 3435.227539
	Iteration 55Q: 3 clusters Score -5005201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5005201.000000 Penalty: 3435.227539
	Iteration 56Q: 3 clusters Score -5005201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5005189.000000 Penalty: 3435.227539
	Iteration 57Q: 3 clusters Score -5005189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5005198.500000 Penalty: 3435.227539
	Iteration 58Q: 3 clusters Score -5005198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5005201.500000 Penalty: 3435.227539
	Iteration 59Q: 3 clusters Score -5005202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5005209.000000 Penalty: 3435.227539
	Iteration 60F: 3 clusters Score -5005209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5005211.500000 Penalty: 3435.227539
	Iteration 61Q: 3 clusters Score -5005212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5005217.500000 Penalty: 3435.227539
	Iteration 62Q: 3 clusters Score -5005218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5005234.000000 Penalty: 3435.227539
	Iteration 63Q: 3 clusters Score -5005234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5005228.500000 Penalty: 3435.227539
	Iteration 64Q: 3 clusters Score -5005228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5005221.500000 Penalty: 3435.227539
	Iteration 65Q: 3 clusters Score -5005222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5005240.000000 Penalty: 3435.227539
	Iteration 66Q: 3 clusters Score -5005240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5005237.000000 Penalty: 3435.227539
	Iteration 67Q: 3 clusters Score -5005237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -5005239.500000 Penalty: 3435.227539
	Iteration 68Q: 3 clusters Score -5005240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5005247.500000 Penalty: 3435.227539
	Iteration 69Q: 3 clusters Score -5005248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5005250.000000 Penalty: 3435.227539
	Iteration 70Q: 3 clusters Score -5005250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5005257.000000 Penalty: 3435.227539
	Iteration 71Q: 3 clusters Score -5005257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5005263.500000 Penalty: 3435.227539
	Iteration 72Q: 3 clusters Score -5005264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5005264.000000 Penalty: 3435.227539
	Iteration 73Q: 3 clusters Score -5005264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5005254.500000 Penalty: 3435.227539
	Iteration 74Q: 3 clusters Score -5005254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5005262.500000 Penalty: 3435.227539
	Iteration 75Q: 3 clusters Score -5005262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5005263.500000 Penalty: 3435.227539
	Iteration 76Q: 3 clusters Score -5005264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5005266.000000 Penalty: 3435.227539
	Iteration 77Q: 3 clusters Score -5005266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5005271.000000 Penalty: 3435.227539
	Iteration 78Q: 3 clusters Score -5005271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5005268.500000 Penalty: 3435.227539
	Iteration 79Q: 3 clusters Score -5005268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5005269.500000 Penalty: 3435.227539
	Iteration 80F: 3 clusters Score -5005270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5005274.000000 Penalty: 3435.227539
	Iteration 81Q: 3 clusters Score -5005274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5005282.000000 Penalty: 3435.227539
	Iteration 82Q: 3 clusters Score -5005282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5005273.500000 Penalty: 3435.227539
	Iteration 83Q: 3 clusters Score -5005274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5005276.500000 Penalty: 3435.227539
	Iteration 84Q: 3 clusters Score -5005276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5005269.000000 Penalty: 3435.227539
	Iteration 85Q: 3 clusters Score -5005269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5005273.000000 Penalty: 3435.227539
	Iteration 86Q: 3 clusters Score -5005273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5005275.500000 Penalty: 3435.227539
	Iteration 87Q: 3 clusters Score -5005276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5005277.000000 Penalty: 3435.227539
	Iteration 88Q: 3 clusters Score -5005277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5005276.000000 Penalty: 3435.227539
	Iteration 89Q: 3 clusters Score -5005276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5005267.000000 Penalty: 3435.227539
	Iteration 90Q: 3 clusters Score -5005267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5005270.000000 Penalty: 3435.227539
	Iteration 91Q: 3 clusters Score -5005270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5005268.000000 Penalty: 3435.227539
	Iteration 92Q: 3 clusters Score -5005268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5005265.500000 Penalty: 3435.227539
	Iteration 93Q: 3 clusters Score -5005266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5005266.500000 Penalty: 3435.227539
	Iteration 94Q: 3 clusters Score -5005266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5005278.500000 Penalty: 3435.227539
	Iteration 95Q: 3 clusters Score -5005278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5005270.500000 Penalty: 3435.227539
	Iteration 96Q: 3 clusters Score -5005270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5005277.000000 Penalty: 3435.227539
	Iteration 97Q: 3 clusters Score -5005277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5005266.000000 Penalty: 3435.227539
	Iteration 98Q: 3 clusters Score -5005266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5005282.000000 Penalty: 3435.227539
	Iteration 99Q: 3 clusters Score -5005282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5005273.500000 Penalty: 3435.227539
	Iteration 100F: 3 clusters Score -5005274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5005281.500000 Penalty: 3435.227539
	Iteration 101Q: 3 clusters Score -5005282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5005277.000000 Penalty: 3435.227539
	Iteration 102Q: 3 clusters Score -5005277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5005281.000000 Penalty: 3435.227539
	Iteration 103Q: 3 clusters Score -5005281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5005279.000000 Penalty: 3435.227539
	Iteration 104Q: 3 clusters Score -5005279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5005282.000000 Penalty: 3435.227539
	Iteration 105Q: 3 clusters Score -5005282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5005279.000000 Penalty: 3435.227539
	Iteration 106Q: 3 clusters Score -5005279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5005283.500000 Penalty: 3435.227539
	Iteration 107Q: 3 clusters Score -5005284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5005278.000000 Penalty: 3435.227539
	Iteration 108Q: 3 clusters Score -5005278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5005284.500000 Penalty: 3435.227539
	Iteration 109Q: 3 clusters Score -5005284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5005283.000000 Penalty: 3435.227539
	Iteration 110Q: 3 clusters Score -5005283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5005287.000000 Penalty: 3435.227539
	Iteration 111Q: 3 clusters Score -5005287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5005290.500000 Penalty: 3435.227539
	Iteration 112Q: 3 clusters Score -5005290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5005290.000000 Penalty: 3435.227539
	Iteration 113Q: 3 clusters Score -5005290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5005287.000000 Penalty: 3435.227539
	Iteration 114Q: 3 clusters Score -5005287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5005288.000000 Penalty: 3435.227539
	Iteration 115Q: 3 clusters Score -5005288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5005290.000000 Penalty: 3435.227539
	Iteration 116Q: 3 clusters Score -5005290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5005287.500000 Penalty: 3435.227539
	Iteration 117Q: 3 clusters Score -5005288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5005288.000000 Penalty: 3435.227539
	Iteration 118Q: 3 clusters Score -5005288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5005288.500000 Penalty: 3435.227539
	Iteration 119Q: 3 clusters Score -5005288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5005291.500000 Penalty: 3435.227539
	Iteration 120F: 3 clusters Score -5005292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5005295.500000 Penalty: 3435.227539
	Iteration 121Q: 3 clusters Score -5005296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5005297.000000 Penalty: 3435.227539
	Iteration 122Q: 3 clusters Score -5005297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5005290.500000 Penalty: 3435.227539
	Iteration 123Q: 3 clusters Score -5005290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5005298.000000 Penalty: 3435.227539
	Iteration 124Q: 3 clusters Score -5005298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5005297.000000 Penalty: 3435.227539
	Iteration 125Q: 3 clusters Score -5005297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5005294.000000 Penalty: 3435.227539
	Iteration 126Q: 3 clusters Score -5005294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5005297.500000 Penalty: 3435.227539
	Iteration 127Q: 3 clusters Score -5005298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5005300.500000 Penalty: 3435.227539
	Iteration 128Q: 3 clusters Score -5005300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5005298.500000 Penalty: 3435.227539
	Iteration 129Q: 3 clusters Score -5005298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5005297.000000 Penalty: 3435.227539
	Iteration 130Q: 3 clusters Score -5005297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5005284.500000 Penalty: 3435.227539
	Iteration 131Q: 3 clusters Score -5005284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5005287.000000 Penalty: 3435.227539
	Iteration 132Q: 3 clusters Score -5005287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5005289.000000 Penalty: 3435.227539
	Iteration 133Q: 3 clusters Score -5005289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5005287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5005287.000000 Penalty: 3435.227539
	Iteration 135F: 3 clusters Score -5005287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Entering Unmasked Estep 
Score: -10136859.000000 Penalty: 1832.808594
	Iteration 0F: 2 clusters Score -1.013686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -10087064.000000 Penalty: 3665.617188
	Iteration 0F: 3 clusters Score -1.008706e+07 nChanged 37603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -10108459.000000 Penalty: 3665.617188
	Iteration 1F: 3 clusters Score -1.010846e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -10109018.000000 Penalty: 3665.617188
	Iteration 2Q: 3 clusters Score -1.010902e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -10109624.000000 Penalty: 3665.617188
	Iteration 3Q: 3 clusters Score -1.010962e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -10110369.000000 Penalty: 3665.617188
	Iteration 4Q: 3 clusters Score -1.011037e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -10111258.000000 Penalty: 3665.617188
	Iteration 5Q: 3 clusters Score -1.011126e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -10112600.000000 Penalty: 3665.617188
	Iteration 6Q: 3 clusters Score -1.01126e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -10114413.000000 Penalty: 3665.617188
	Iteration 7Q: 3 clusters Score -1.011441e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -10117445.000000 Penalty: 3665.617188
	Iteration 8F: 3 clusters Score -1.011744e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -10121245.000000 Penalty: 3665.617188
	Iteration 9F: 3 clusters Score -1.012124e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -10124735.000000 Penalty: 3665.617188
	Iteration 10F: 3 clusters Score -1.012474e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -10126633.000000 Penalty: 3665.617188
	Iteration 11F: 3 clusters Score -1.012663e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -10127302.000000 Penalty: 3665.617188
	Iteration 12Q: 3 clusters Score -1.01273e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -10127697.000000 Penalty: 3665.617188
	Iteration 13Q: 3 clusters Score -1.01277e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -10128015.000000 Penalty: 3665.617188
	Iteration 14Q: 3 clusters Score -1.012802e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -10128277.000000 Penalty: 3665.617188
	Iteration 15Q: 3 clusters Score -1.012828e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -10128606.000000 Penalty: 3665.617188
	Iteration 16Q: 3 clusters Score -1.012861e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -10128944.000000 Penalty: 3665.617188
	Iteration 17Q: 3 clusters Score -1.012894e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -10129326.000000 Penalty: 3665.617188
	Iteration 18Q: 3 clusters Score -1.012933e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -10129665.000000 Penalty: 3665.617188
	Iteration 19Q: 3 clusters Score -1.012966e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -10130052.000000 Penalty: 3665.617188
	Iteration 20F: 3 clusters Score -1.013005e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -10130326.000000 Penalty: 3665.617188
	Iteration 21Q: 3 clusters Score -1.013033e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -10130674.000000 Penalty: 3665.617188
	Iteration 22Q: 3 clusters Score -1.013067e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -10130907.000000 Penalty: 3665.617188
	Iteration 23Q: 3 clusters Score -1.013091e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -10131188.000000 Penalty: 3665.617188
	Iteration 24Q: 3 clusters Score -1.013119e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -10131462.000000 Penalty: 3665.617188
	Iteration 25Q: 3 clusters Score -1.013146e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -10131789.000000 Penalty: 3665.617188
	Iteration 26Q: 3 clusters Score -1.013179e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -10132106.000000 Penalty: 3665.617188
	Iteration 27Q: 3 clusters Score -1.013211e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -10132441.000000 Penalty: 3665.617188
	Iteration 28Q: 3 clusters Score -1.013244e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -10132762.000000 Penalty: 3665.617188
	Iteration 29Q: 3 clusters Score -1.013276e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -10133044.000000 Penalty: 3665.617188
	Iteration 30Q: 3 clusters Score -1.013304e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -10133330.000000 Penalty: 3665.617188
	Iteration 31Q: 3 clusters Score -1.013333e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -10133612.000000 Penalty: 3665.617188
	Iteration 32Q: 3 clusters Score -1.013361e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -10133823.000000 Penalty: 3665.617188
	Iteration 33Q: 3 clusters Score -1.013382e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -10134319.000000 Penalty: 3665.617188
	Iteration 34Q: 3 clusters Score -1.013432e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -10134829.000000 Penalty: 3665.617188
	Iteration 35Q: 3 clusters Score -1.013483e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -10135268.000000 Penalty: 3665.617188
	Iteration 36Q: 3 clusters Score -1.013527e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -10135673.000000 Penalty: 3665.617188
	Iteration 37Q: 3 clusters Score -1.013567e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -10136057.000000 Penalty: 3665.617188
	Iteration 38Q: 3 clusters Score -1.013606e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -10136366.000000 Penalty: 3665.617188
	Iteration 39Q: 3 clusters Score -1.013637e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -10136694.000000 Penalty: 3665.617188
	Iteration 40F: 3 clusters Score -1.013669e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -10136830.000000 Penalty: 3665.617188
	Iteration 41Q: 3 clusters Score -1.013683e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -10136960.000000 Penalty: 3665.617188
	Iteration 42Q: 3 clusters Score -1.013696e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -10136993.000000 Penalty: 3665.617188
	Iteration 43Q: 3 clusters Score -1.013699e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -10136976.000000 Penalty: 3665.617188
	Iteration 44Q: 3 clusters Score -1.013698e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -10136937.000000 Penalty: 3665.617188
	Iteration 45Q: 3 clusters Score -1.013694e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -10136968.000000 Penalty: 3665.617188
	Iteration 46Q: 3 clusters Score -1.013697e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -10136942.000000 Penalty: 3665.617188
	Iteration 47Q: 3 clusters Score -1.013694e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 75445 members 
Entering Unmasked Estep 
Score: -10136874.000000 Penalty: 3665.617188
	Iteration 48Q: 3 clusters Score -1.013687e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -10136874.000000 Penalty: 3665.617188
	Iteration 49Q: 3 clusters Score -1.013687e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -10136854.000000 Penalty: 3665.617188
	Iteration 50Q: 3 clusters Score -1.013685e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -10136861.000000 Penalty: 3665.617188
	Iteration 51Q: 3 clusters Score -1.013686e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -10136782.000000 Penalty: 3665.617188
	Iteration 52Q: 3 clusters Score -1.013678e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 76239 members 
Entering Unmasked Estep 
Score: -10136751.000000 Penalty: 3665.617188
	Iteration 53Q: 3 clusters Score -1.013675e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -10136727.000000 Penalty: 3665.617188
	Iteration 54Q: 3 clusters Score -1.013673e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -10136704.000000 Penalty: 3665.617188
	Iteration 55Q: 3 clusters Score -1.01367e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 76579 members 
Entering Unmasked Estep 
Score: -10136694.000000 Penalty: 3665.617188
	Iteration 56Q: 3 clusters Score -1.013669e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -10136672.000000 Penalty: 3665.617188
	Iteration 57Q: 3 clusters Score -1.013667e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -10136674.000000 Penalty: 3665.617188
	Iteration 58Q: 3 clusters Score -1.013667e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 76778 members 
Entering Unmasked Estep 
Score: -10136644.000000 Penalty: 3665.617188
	Iteration 59Q: 3 clusters Score -1.013664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -10136614.000000 Penalty: 3665.617188
	Iteration 60F: 3 clusters Score -1.013661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -10136596.000000 Penalty: 3665.617188
	Iteration 61Q: 3 clusters Score -1.01366e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -10136591.000000 Penalty: 3665.617188
	Iteration 62Q: 3 clusters Score -1.013659e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -10136579.000000 Penalty: 3665.617188
	Iteration 63Q: 3 clusters Score -1.013658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -10136593.000000 Penalty: 3665.617188
	Iteration 64Q: 3 clusters Score -1.013659e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -10136594.000000 Penalty: 3665.617188
	Iteration 65Q: 3 clusters Score -1.013659e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -10136605.000000 Penalty: 3665.617188
	Iteration 66Q: 3 clusters Score -1.01366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -10136605.000000 Penalty: 3665.617188
	Iteration 67Q: 3 clusters Score -1.01366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -10136600.000000 Penalty: 3665.617188
	Iteration 68Q: 3 clusters Score -1.01366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -10136579.000000 Penalty: 3665.617188
	Iteration 69Q: 3 clusters Score -1.013658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -10136569.000000 Penalty: 3665.617188
	Iteration 70Q: 3 clusters Score -1.013657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -10136559.000000 Penalty: 3665.617188
	Iteration 71Q: 3 clusters Score -1.013656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -10136553.000000 Penalty: 3665.617188
	Iteration 72Q: 3 clusters Score -1.013655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -10136545.000000 Penalty: 3665.617188
	Iteration 73Q: 3 clusters Score -1.013654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 77141 members 
Entering Unmasked Estep 
Score: -10136534.000000 Penalty: 3665.617188
	Iteration 74Q: 3 clusters Score -1.013653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -10136537.000000 Penalty: 3665.617188
	Iteration 75Q: 3 clusters Score -1.013654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -10136524.000000 Penalty: 3665.617188
	Iteration 76Q: 3 clusters Score -1.013652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -10136519.000000 Penalty: 3665.617188
	Iteration 77Q: 3 clusters Score -1.013652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -10136523.000000 Penalty: 3665.617188
	Iteration 78Q: 3 clusters Score -1.013652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -10136521.000000 Penalty: 3665.617188
	Iteration 79Q: 3 clusters Score -1.013652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -10136504.000000 Penalty: 3665.617188
	Iteration 80F: 3 clusters Score -1.01365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -10136509.000000 Penalty: 3665.617188
	Iteration 81Q: 3 clusters Score -1.013651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 77211 members 
Entering Unmasked Estep 
Score: -10136499.000000 Penalty: 3665.617188
	Iteration 82Q: 3 clusters Score -1.01365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -10136503.000000 Penalty: 3665.617188
	Iteration 83Q: 3 clusters Score -1.01365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -10136506.000000 Penalty: 3665.617188
	Iteration 84Q: 3 clusters Score -1.013651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -10136508.000000 Penalty: 3665.617188
	Iteration 85Q: 3 clusters Score -1.013651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -10136508.000000 Penalty: 3665.617188
	Iteration 86Q: 3 clusters Score -1.013651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -10136510.000000 Penalty: 3665.617188
	Iteration 87Q: 3 clusters Score -1.013651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -10136510.000000 Penalty: 3665.617188
	Iteration 88F: 3 clusters Score -1.013651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Entering Unmasked Estep 
Score: -7369069.500000 Penalty: 1780.384644
	Iteration 0F: 2 clusters Score -7369070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -7333013.000000 Penalty: 3560.769287
	Iteration 0F: 3 clusters Score -7333013 nChanged 26897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -7348623.000000 Penalty: 3560.769287
	Iteration 1F: 3 clusters Score -7348623 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -7349314.500000 Penalty: 3560.769287
	Iteration 2Q: 3 clusters Score -7349314 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -7350157.000000 Penalty: 3560.769287
	Iteration 3Q: 3 clusters Score -7350157 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -7351229.500000 Penalty: 3560.769287
	Iteration 4Q: 3 clusters Score -7351230 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -7353015.000000 Penalty: 3560.769287
	Iteration 5F: 3 clusters Score -7353015 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -7355572.500000 Penalty: 3560.769287
	Iteration 6F: 3 clusters Score -7355572 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -7358507.000000 Penalty: 3560.769287
	Iteration 7F: 3 clusters Score -7358507 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -7360521.500000 Penalty: 3560.769287
	Iteration 8F: 3 clusters Score -7360522 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -7361472.000000 Penalty: 3560.769287
	Iteration 9Q: 3 clusters Score -7361472 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -7361893.500000 Penalty: 3560.769287
	Iteration 10Q: 3 clusters Score -7361894 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -7362150.000000 Penalty: 3560.769287
	Iteration 11Q: 3 clusters Score -7362150 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -7362432.000000 Penalty: 3560.769287
	Iteration 12Q: 3 clusters Score -7362432 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -7362633.500000 Penalty: 3560.769287
	Iteration 13Q: 3 clusters Score -7362634 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -7362829.000000 Penalty: 3560.769287
	Iteration 14Q: 3 clusters Score -7362829 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -7362997.500000 Penalty: 3560.769287
	Iteration 15Q: 3 clusters Score -7362998 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -7363152.000000 Penalty: 3560.769287
	Iteration 16Q: 3 clusters Score -7363152 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -7363234.500000 Penalty: 3560.769287
	Iteration 17Q: 3 clusters Score -7363234 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7363410.000000 Penalty: 3560.769287
	Iteration 18Q: 3 clusters Score -7363410 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -7363481.500000 Penalty: 3560.769287
	Iteration 19Q: 3 clusters Score -7363482 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -7363581.500000 Penalty: 3560.769287
	Iteration 20F: 3 clusters Score -7363582 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -7363685.500000 Penalty: 3560.769287
	Iteration 21Q: 3 clusters Score -7363686 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -7363741.500000 Penalty: 3560.769287
	Iteration 22Q: 3 clusters Score -7363742 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -7363839.000000 Penalty: 3560.769287
	Iteration 23Q: 3 clusters Score -7363839 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -7363889.000000 Penalty: 3560.769287
	Iteration 24Q: 3 clusters Score -7363889 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -7363908.500000 Penalty: 3560.769287
	Iteration 25Q: 3 clusters Score -7363908 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -7363931.500000 Penalty: 3560.769287
	Iteration 26Q: 3 clusters Score -7363932 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -7363996.500000 Penalty: 3560.769287
	Iteration 27Q: 3 clusters Score -7363996 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -7364084.500000 Penalty: 3560.769287
	Iteration 28Q: 3 clusters Score -7364084 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -7364095.500000 Penalty: 3560.769287
	Iteration 29Q: 3 clusters Score -7364096 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7364152 nChanged 418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7364217 nChanged 441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7364310 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7364355 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7364382 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7364418 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7364438 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7364458 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7364500 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7364516 nChanged 341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7364540 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7364563 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7364594 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7364610 nChanged 288
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7364656 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7364662 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7364676 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7364693 nChanged 297
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Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7364707 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7364719 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7364742 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7364758 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7364768 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7364782 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7364832 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7364880 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7365086 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7365113 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7365113 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7365144 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7365172 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7365226 nChanged 277
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Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7365300 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7365334 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7365406 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7365480 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7365508 nChanged 367
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7365812 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7365932 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7366040 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7366138 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7366242 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7366310 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7366416 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7366498 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7366570 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 53092 members 
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	Iteration 85Q: 3 clusters Score -7366656 nChanged 197
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Mstep: Class 1 contains 4020 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7366720 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7366889 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7366921 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7367013 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7367044 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7367100 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7367160 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7367200 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7367240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7367260 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7367281 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7367310 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7367342 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7367362 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7367388 nChanged 49
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Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7367422 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7367419 nChanged 42
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Mstep: Class 1 contains 1756 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7367432 nChanged 39
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7367428 nChanged 53
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Mstep: Class 1 contains 1672 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7367459 nChanged 37
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Mstep: Class 1 contains 1637 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7367482 nChanged 30
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7367494 nChanged 45
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Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7367503 nChanged 33
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Mstep: Class 1 contains 1508 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7367509 nChanged 33
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Mstep: Class 1 contains 1481 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7367522 nChanged 37
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7367533 nChanged 30
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Mstep: Class 1 contains 1430 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7367535 nChanged 22
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Mstep: Class 1 contains 1410 members 
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	Iteration 118Q: 3 clusters Score -7367535 nChanged 12
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Mstep: Class 1 contains 1398 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7367540 nChanged 20
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Mstep: Class 1 contains 1378 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7367548 nChanged 20
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Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7367555 nChanged 12
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7367551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -7367552.500000 Penalty: 3560.769287
	Iteration 123Q: 3 clusters Score -7367552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -7367551.000000 Penalty: 3560.769287
	Iteration 124Q: 3 clusters Score -7367551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -7367557.000000 Penalty: 3560.769287
	Iteration 125Q: 3 clusters Score -7367557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -7367559.500000 Penalty: 3560.769287
	Iteration 126Q: 3 clusters Score -7367560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -7367565.500000 Penalty: 3560.769287
	Iteration 127Q: 3 clusters Score -7367566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -7367565.000000 Penalty: 3560.769287
	Iteration 128Q: 3 clusters Score -7367565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -7367568.500000 Penalty: 3560.769287
	Iteration 129Q: 3 clusters Score -7367568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -7367575.500000 Penalty: 3560.769287
	Iteration 130Q: 3 clusters Score -7367576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -7367573.500000 Penalty: 3560.769287
	Iteration 131Q: 3 clusters Score -7367574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -7367586.500000 Penalty: 3560.769287
	Iteration 132Q: 3 clusters Score -7367586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -7367584.000000 Penalty: 3560.769287
	Iteration 133Q: 3 clusters Score -7367584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -7367593.500000 Penalty: 3560.769287
	Iteration 134Q: 3 clusters Score -7367594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -7367598.000000 Penalty: 3560.769287
	Iteration 135Q: 3 clusters Score -7367598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -7367599.500000 Penalty: 3560.769287
	Iteration 136Q: 3 clusters Score -7367600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -7367612.500000 Penalty: 3560.769287
	Iteration 137Q: 3 clusters Score -7367612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -7367613.000000 Penalty: 3560.769287
	Iteration 138Q: 3 clusters Score -7367613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -7367610.000000 Penalty: 3560.769287
	Iteration 139Q: 3 clusters Score -7367610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -7367607.500000 Penalty: 3560.769287
	Iteration 140F: 3 clusters Score -7367608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -7367612.500000 Penalty: 3560.769287
	Iteration 141Q: 3 clusters Score -7367612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -7367613.000000 Penalty: 3560.769287
	Iteration 142Q: 3 clusters Score -7367613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -7367630.000000 Penalty: 3560.769287
	Iteration 143Q: 3 clusters Score -7367630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -7367620.500000 Penalty: 3560.769287
	Iteration 144Q: 3 clusters Score -7367620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -7367619.500000 Penalty: 3560.769287
	Iteration 145Q: 3 clusters Score -7367620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -7367625.500000 Penalty: 3560.769287
	Iteration 146Q: 3 clusters Score -7367626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -7367618.000000 Penalty: 3560.769287
	Iteration 147Q: 3 clusters Score -7367618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -7367621.500000 Penalty: 3560.769287
	Iteration 148Q: 3 clusters Score -7367622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -7367633.500000 Penalty: 3560.769287
	Iteration 149Q: 3 clusters Score -7367634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -7367631.500000 Penalty: 3560.769287
	Iteration 150Q: 3 clusters Score -7367632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -7367627.500000 Penalty: 3560.769287
	Iteration 151Q: 3 clusters Score -7367628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -7367621.500000 Penalty: 3560.769287
	Iteration 152Q: 3 clusters Score -7367622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -7367631.000000 Penalty: 3560.769287
	Iteration 153Q: 3 clusters Score -7367631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -7367634.500000 Penalty: 3560.769287
	Iteration 154Q: 3 clusters Score -7367634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -7367635.000000 Penalty: 3560.769287
	Iteration 155Q: 3 clusters Score -7367635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -7367637.500000 Penalty: 3560.769287
	Iteration 156Q: 3 clusters Score -7367638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -7367644.000000 Penalty: 3560.769287
	Iteration 157Q: 3 clusters Score -7367644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -7367648.000000 Penalty: 3560.769287
	Iteration 158Q: 3 clusters Score -7367648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -7367657.000000 Penalty: 3560.769287
	Iteration 159Q: 3 clusters Score -7367657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -7367664.000000 Penalty: 3560.769287
	Iteration 160F: 3 clusters Score -7367664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -7367657.000000 Penalty: 3560.769287
	Iteration 161Q: 3 clusters Score -7367657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -7367658.000000 Penalty: 3560.769287
	Iteration 162Q: 3 clusters Score -7367658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -7367649.000000 Penalty: 3560.769287
	Iteration 163Q: 3 clusters Score -7367649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -7367651.500000 Penalty: 3560.769287
	Iteration 164Q: 3 clusters Score -7367652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -7367653.000000 Penalty: 3560.769287
	Iteration 165Q: 3 clusters Score -7367653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -7367659.500000 Penalty: 3560.769287
	Iteration 166Q: 3 clusters Score -7367660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -7367659.500000 Penalty: 3560.769287
	Iteration 167F: 3 clusters Score -7367660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Entering Unmasked Estep 
Score: -7858293.500000 Penalty: 1793.914795
	Iteration 0F: 2 clusters Score -7858294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -7816835.500000 Penalty: 3587.829590
	Iteration 0F: 3 clusters Score -7816836 nChanged 29526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7833878 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -7834436.000000 Penalty: 3587.829590
	Iteration 2Q: 3 clusters Score -7834436 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -7835151.000000 Penalty: 3587.829590
	Iteration 3Q: 3 clusters Score -7835151 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -7836022.000000 Penalty: 3587.829590
	Iteration 4Q: 3 clusters Score -7836022 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -7837128.500000 Penalty: 3587.829590
	Iteration 5Q: 3 clusters Score -7837128 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -7838452.000000 Penalty: 3587.829590
	Iteration 6Q: 3 clusters Score -7838452 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -7840068.000000 Penalty: 3587.829590
	Iteration 7F: 3 clusters Score -7840068 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -7842214.500000 Penalty: 3587.829590
	Iteration 8F: 3 clusters Score -7842214 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -7844891.500000 Penalty: 3587.829590
	Iteration 9F: 3 clusters Score -7844892 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -7847571.000000 Penalty: 3587.829590
	Iteration 10F: 3 clusters Score -7847571 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -7849428.500000 Penalty: 3587.829590
	Iteration 11F: 3 clusters Score -7849428 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -7850410.500000 Penalty: 3587.829590
	Iteration 12Q: 3 clusters Score -7850410 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -7851130.500000 Penalty: 3587.829590
	Iteration 13Q: 3 clusters Score -7851130 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -7851712.500000 Penalty: 3587.829590
	Iteration 14Q: 3 clusters Score -7851712 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -7852235.000000 Penalty: 3587.829590
	Iteration 15Q: 3 clusters Score -7852235 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -7852694.500000 Penalty: 3587.829590
	Iteration 16Q: 3 clusters Score -7852694 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -7853099.000000 Penalty: 3587.829590
	Iteration 17Q: 3 clusters Score -7853099 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -7853325.000000 Penalty: 3587.829590
	Iteration 18Q: 3 clusters Score -7853325 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -7853587.000000 Penalty: 3587.829590
	Iteration 19Q: 3 clusters Score -7853587 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -7853765.000000 Penalty: 3587.829590
	Iteration 20F: 3 clusters Score -7853765 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -7853903.000000 Penalty: 3587.829590
	Iteration 21Q: 3 clusters Score -7853903 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -7854018.500000 Penalty: 3587.829590
	Iteration 22Q: 3 clusters Score -7854018 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -7854121.500000 Penalty: 3587.829590
	Iteration 23Q: 3 clusters Score -7854122 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -7854233.500000 Penalty: 3587.829590
	Iteration 24Q: 3 clusters Score -7854234 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -7854285.000000 Penalty: 3587.829590
	Iteration 25Q: 3 clusters Score -7854285 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -7854367.000000 Penalty: 3587.829590
	Iteration 26Q: 3 clusters Score -7854367 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -7854449.500000 Penalty: 3587.829590
	Iteration 27Q: 3 clusters Score -7854450 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -7854499.500000 Penalty: 3587.829590
	Iteration 28Q: 3 clusters Score -7854500 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -7854614.000000 Penalty: 3587.829590
	Iteration 29Q: 3 clusters Score -7854614 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -7854675.000000 Penalty: 3587.829590
	Iteration 30Q: 3 clusters Score -7854675 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -7854750.500000 Penalty: 3587.829590
	Iteration 31Q: 3 clusters Score -7854750 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -7854824.500000 Penalty: 3587.829590
	Iteration 32Q: 3 clusters Score -7854824 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -7854924.500000 Penalty: 3587.829590
	Iteration 33Q: 3 clusters Score -7854924 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -7855007.500000 Penalty: 3587.829590
	Iteration 34Q: 3 clusters Score -7855008 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -7855046.000000 Penalty: 3587.829590
	Iteration 35Q: 3 clusters Score -7855046 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -7855142.500000 Penalty: 3587.829590
	Iteration 36Q: 3 clusters Score -7855142 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -7855256.500000 Penalty: 3587.829590
	Iteration 37Q: 3 clusters Score -7855256 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -7855353.000000 Penalty: 3587.829590
	Iteration 38Q: 3 clusters Score -7855353 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -7855542.500000 Penalty: 3587.829590
	Iteration 39Q: 3 clusters Score -7855542 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -7855684.000000 Penalty: 3587.829590
	Iteration 40F: 3 clusters Score -7855684 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -7855792.000000 Penalty: 3587.829590
	Iteration 41Q: 3 clusters Score -7855792 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -7855837.500000 Penalty: 3587.829590
	Iteration 42Q: 3 clusters Score -7855838 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -7855952.000000 Penalty: 3587.829590
	Iteration 43Q: 3 clusters Score -7855952 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -7856070.500000 Penalty: 3587.829590
	Iteration 44Q: 3 clusters Score -7856070 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -7856159.000000 Penalty: 3587.829590
	Iteration 45Q: 3 clusters Score -7856159 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -7856290.500000 Penalty: 3587.829590
	Iteration 46Q: 3 clusters Score -7856290 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -7856396.000000 Penalty: 3587.829590
	Iteration 47Q: 3 clusters Score -7856396 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -7856532.000000 Penalty: 3587.829590
	Iteration 48Q: 3 clusters Score -7856532 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -7856648.500000 Penalty: 3587.829590
	Iteration 49Q: 3 clusters Score -7856648 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -7856768.000000 Penalty: 3587.829590
	Iteration 50Q: 3 clusters Score -7856768 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -7856866.500000 Penalty: 3587.829590
	Iteration 51Q: 3 clusters Score -7856866 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -7856971.500000 Penalty: 3587.829590
	Iteration 52Q: 3 clusters Score -7856972 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -7857022.000000 Penalty: 3587.829590
	Iteration 53Q: 3 clusters Score -7857022 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -7857088.500000 Penalty: 3587.829590
	Iteration 54Q: 3 clusters Score -7857088 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -7857147.500000 Penalty: 3587.829590
	Iteration 55Q: 3 clusters Score -7857148 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -7857193.000000 Penalty: 3587.829590
	Iteration 56Q: 3 clusters Score -7857193 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -7857210.500000 Penalty: 3587.829590
	Iteration 57Q: 3 clusters Score -7857210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -7857267.000000 Penalty: 3587.829590
	Iteration 58Q: 3 clusters Score -7857267 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -7857277.500000 Penalty: 3587.829590
	Iteration 59Q: 3 clusters Score -7857278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7857322.500000 Penalty: 3587.829590
	Iteration 60F: 3 clusters Score -7857322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -7857350.500000 Penalty: 3587.829590
	Iteration 61Q: 3 clusters Score -7857350 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7857395.500000 Penalty: 3587.829590
	Iteration 62Q: 3 clusters Score -7857396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7857417.500000 Penalty: 3587.829590
	Iteration 63Q: 3 clusters Score -7857418 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7857446.000000 Penalty: 3587.829590
	Iteration 64Q: 3 clusters Score -7857446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7857436.500000 Penalty: 3587.829590
	Iteration 65Q: 3 clusters Score -7857436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7857453.000000 Penalty: 3587.829590
	Iteration 66Q: 3 clusters Score -7857453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7857448.000000 Penalty: 3587.829590
	Iteration 67Q: 3 clusters Score -7857448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7857446.500000 Penalty: 3587.829590
	Iteration 68Q: 3 clusters Score -7857446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7857453.500000 Penalty: 3587.829590
	Iteration 69Q: 3 clusters Score -7857454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7857457.000000 Penalty: 3587.829590
	Iteration 70Q: 3 clusters Score -7857457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7857461.500000 Penalty: 3587.829590
	Iteration 71Q: 3 clusters Score -7857462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -7857460.000000 Penalty: 3587.829590
	Iteration 72Q: 3 clusters Score -7857460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7857476.500000 Penalty: 3587.829590
	Iteration 73Q: 3 clusters Score -7857476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7857482.500000 Penalty: 3587.829590
	Iteration 74Q: 3 clusters Score -7857482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7857489.000000 Penalty: 3587.829590
	Iteration 75Q: 3 clusters Score -7857489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7857488.500000 Penalty: 3587.829590
	Iteration 76Q: 3 clusters Score -7857488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7857490.500000 Penalty: 3587.829590
	Iteration 77Q: 3 clusters Score -7857490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7857496.500000 Penalty: 3587.829590
	Iteration 78Q: 3 clusters Score -7857496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7857493.000000 Penalty: 3587.829590
	Iteration 79Q: 3 clusters Score -7857493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7857501.500000 Penalty: 3587.829590
	Iteration 80F: 3 clusters Score -7857502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7857509.000000 Penalty: 3587.829590
	Iteration 81Q: 3 clusters Score -7857509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7857503.500000 Penalty: 3587.829590
	Iteration 82Q: 3 clusters Score -7857504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7857504.500000 Penalty: 3587.829590
	Iteration 83Q: 3 clusters Score -7857504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7857498.000000 Penalty: 3587.829590
	Iteration 84Q: 3 clusters Score -7857498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7857505.000000 Penalty: 3587.829590
	Iteration 85Q: 3 clusters Score -7857505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7857516.500000 Penalty: 3587.829590
	Iteration 86Q: 3 clusters Score -7857516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7857527.000000 Penalty: 3587.829590
	Iteration 87Q: 3 clusters Score -7857527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7857526.000000 Penalty: 3587.829590
	Iteration 88Q: 3 clusters Score -7857526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7857519.000000 Penalty: 3587.829590
	Iteration 89Q: 3 clusters Score -7857519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7857530.500000 Penalty: 3587.829590
	Iteration 90Q: 3 clusters Score -7857530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7857533.000000 Penalty: 3587.829590
	Iteration 91Q: 3 clusters Score -7857533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7857529.500000 Penalty: 3587.829590
	Iteration 92Q: 3 clusters Score -7857530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7857519.500000 Penalty: 3587.829590
	Iteration 93Q: 3 clusters Score -7857520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7857522.000000 Penalty: 3587.829590
	Iteration 94Q: 3 clusters Score -7857522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7857528.000000 Penalty: 3587.829590
	Iteration 95Q: 3 clusters Score -7857528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7857526.500000 Penalty: 3587.829590
	Iteration 96Q: 3 clusters Score -7857526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7857529.000000 Penalty: 3587.829590
	Iteration 97Q: 3 clusters Score -7857529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7857534.000000 Penalty: 3587.829590
	Iteration 98Q: 3 clusters Score -7857534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7857542.500000 Penalty: 3587.829590
	Iteration 99Q: 3 clusters Score -7857542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -7857546.500000 Penalty: 3587.829590
	Iteration 100F: 3 clusters Score -7857546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7857542.500000 Penalty: 3587.829590
	Iteration 101Q: 3 clusters Score -7857542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7857541.500000 Penalty: 3587.829590
	Iteration 102Q: 3 clusters Score -7857542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7857537.000000 Penalty: 3587.829590
	Iteration 103Q: 3 clusters Score -7857537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7857534.000000 Penalty: 3587.829590
	Iteration 104Q: 3 clusters Score -7857534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7857534.500000 Penalty: 3587.829590
	Iteration 105Q: 3 clusters Score -7857534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7857537.500000 Penalty: 3587.829590
	Iteration 106Q: 3 clusters Score -7857538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7857528.500000 Penalty: 3587.829590
	Iteration 107Q: 3 clusters Score -7857528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7857525.500000 Penalty: 3587.829590
	Iteration 108Q: 3 clusters Score -7857526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7857527.500000 Penalty: 3587.829590
	Iteration 109Q: 3 clusters Score -7857528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7857526.500000 Penalty: 3587.829590
	Iteration 110Q: 3 clusters Score -7857526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7857526.500000 Penalty: 3587.829590
	Iteration 111F: 3 clusters Score -7857526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Entering Unmasked Estep 
Score: -3492714.500000 Penalty: 1660.224243
	Iteration 0F: 2 clusters Score -3492714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3474151.250000 Penalty: 3320.448486
	Iteration 0F: 3 clusters Score -3474151 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3481131.250000 Penalty: 3320.448486
	Iteration 1F: 3 clusters Score -3481131 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3481639.250000 Penalty: 3320.448486
	Iteration 2F: 3 clusters Score -3481639 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3482310.000000 Penalty: 3320.448486
	Iteration 3F: 3 clusters Score -3482310 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3483279.750000 Penalty: 3320.448486
	Iteration 4F: 3 clusters Score -3483280 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3484790.000000 Penalty: 3320.448486
	Iteration 5F: 3 clusters Score -3484790 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3486861.250000 Penalty: 3320.448486
	Iteration 6F: 3 clusters Score -3486861 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3488895.500000 Penalty: 3320.448486
	Iteration 7F: 3 clusters Score -3488896 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3490241.000000 Penalty: 3320.448486
	Iteration 8Q: 3 clusters Score -3490241 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3490815.250000 Penalty: 3320.448486
	Iteration 9Q: 3 clusters Score -3490815 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3491038.250000 Penalty: 3320.448486
	Iteration 10Q: 3 clusters Score -3491038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3491142.250000 Penalty: 3320.448486
	Iteration 11Q: 3 clusters Score -3491142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3491185.750000 Penalty: 3320.448486
	Iteration 12Q: 3 clusters Score -3491186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3491206.500000 Penalty: 3320.448486
	Iteration 13Q: 3 clusters Score -3491206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3491227.000000 Penalty: 3320.448486
	Iteration 14Q: 3 clusters Score -3491227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3491241.000000 Penalty: 3320.448486
	Iteration 15Q: 3 clusters Score -3491241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3491251.250000 Penalty: 3320.448486
	Iteration 16Q: 3 clusters Score -3491251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3491260.000000 Penalty: 3320.448486
	Iteration 17Q: 3 clusters Score -3491260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3491267.750000 Penalty: 3320.448486
	Iteration 18Q: 3 clusters Score -3491268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3491272.500000 Penalty: 3320.448486
	Iteration 19Q: 3 clusters Score -3491272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3491277.500000 Penalty: 3320.448486
	Iteration 20F: 3 clusters Score -3491278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3491278.750000 Penalty: 3320.448486
	Iteration 21Q: 3 clusters Score -3491279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3491283.250000 Penalty: 3320.448486
	Iteration 22Q: 3 clusters Score -3491283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3491283.500000 Penalty: 3320.448486
	Iteration 23Q: 3 clusters Score -3491284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3491286.000000 Penalty: 3320.448486
	Iteration 24Q: 3 clusters Score -3491286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3491286.000000 Penalty: 3320.448486
	Iteration 25F: 3 clusters Score -3491286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Entering Unmasked Estep 
Score: -725010.250000 Penalty: 1411.709351
	Iteration 0F: 2 clusters Score -725010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -720482.437500 Penalty: 2823.418701
	Iteration 0F: 3 clusters Score -720482.4 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -721745.687500 Penalty: 2823.418701
	Iteration 1F: 3 clusters Score -721745.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -721947.062500 Penalty: 2823.418701
	Iteration 2F: 3 clusters Score -721947.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -722071.250000 Penalty: 2823.418701
	Iteration 3Q: 3 clusters Score -722071.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -722163.375000 Penalty: 2823.418701
	Iteration 4Q: 3 clusters Score -722163.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -722248.250000 Penalty: 2823.418701
	Iteration 5Q: 3 clusters Score -722248.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -722336.312500 Penalty: 2823.418701
	Iteration 6Q: 3 clusters Score -722336.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -722437.187500 Penalty: 2823.418701
	Iteration 7Q: 3 clusters Score -722437.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -722555.500000 Penalty: 2823.418701
	Iteration 8Q: 3 clusters Score -722555.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -722660.937500 Penalty: 2823.418701
	Iteration 9Q: 3 clusters Score -722660.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -722774.437500 Penalty: 2823.418701
	Iteration 10Q: 3 clusters Score -722774.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -722890.062500 Penalty: 2823.418701
	Iteration 11Q: 3 clusters Score -722890.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -723007.562500 Penalty: 2823.418701
	Iteration 12Q: 3 clusters Score -723007.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -723107.250000 Penalty: 2823.418701
	Iteration 13Q: 3 clusters Score -723107.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -723182.000000 Penalty: 2823.418701
	Iteration 14Q: 3 clusters Score -723182 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -723253.375000 Penalty: 2823.418701
	Iteration 15Q: 3 clusters Score -723253.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -723310.750000 Penalty: 2823.418701
	Iteration 16Q: 3 clusters Score -723310.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -723362.250000 Penalty: 2823.418701
	Iteration 17Q: 3 clusters Score -723362.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -723397.125000 Penalty: 2823.418701
	Iteration 18Q: 3 clusters Score -723397.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -723422.687500 Penalty: 2823.418701
	Iteration 19Q: 3 clusters Score -723422.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -723443.375000 Penalty: 2823.418701
	Iteration 20F: 3 clusters Score -723443.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -723460.812500 Penalty: 2823.418701
	Iteration 21Q: 3 clusters Score -723460.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -723468.625000 Penalty: 2823.418701
	Iteration 22Q: 3 clusters Score -723468.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -723480.875000 Penalty: 2823.418701
	Iteration 23Q: 3 clusters Score -723480.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -723491.312500 Penalty: 2823.418701
	Iteration 24Q: 3 clusters Score -723491.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -723501.687500 Penalty: 2823.418701
	Iteration 25Q: 3 clusters Score -723501.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -723510.000000 Penalty: 2823.418701
	Iteration 26Q: 3 clusters Score -723510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -723518.937500 Penalty: 2823.418701
	Iteration 27Q: 3 clusters Score -723518.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -723531.875000 Penalty: 2823.418701
	Iteration 28Q: 3 clusters Score -723531.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -723541.187500 Penalty: 2823.418701
	Iteration 29Q: 3 clusters Score -723541.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -723553.750000 Penalty: 2823.418701
	Iteration 30Q: 3 clusters Score -723553.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -723565.125000 Penalty: 2823.418701
	Iteration 31Q: 3 clusters Score -723565.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -723580.875000 Penalty: 2823.418701
	Iteration 32Q: 3 clusters Score -723580.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -723601.062500 Penalty: 2823.418701
	Iteration 33Q: 3 clusters Score -723601.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -723613.062500 Penalty: 2823.418701
	Iteration 34Q: 3 clusters Score -723613.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -723620.375000 Penalty: 2823.418701
	Iteration 35Q: 3 clusters Score -723620.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -723632.562500 Penalty: 2823.418701
	Iteration 36Q: 3 clusters Score -723632.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -723647.187500 Penalty: 2823.418701
	Iteration 37Q: 3 clusters Score -723647.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -723665.937500 Penalty: 2823.418701
	Iteration 38Q: 3 clusters Score -723665.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -723686.562500 Penalty: 2823.418701
	Iteration 39Q: 3 clusters Score -723686.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -723711.312500 Penalty: 2823.418701
	Iteration 40F: 3 clusters Score -723711.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -723736.687500 Penalty: 2823.418701
	Iteration 41Q: 3 clusters Score -723736.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -723757.750000 Penalty: 2823.418701
	Iteration 42Q: 3 clusters Score -723757.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -723780.750000 Penalty: 2823.418701
	Iteration 43Q: 3 clusters Score -723780.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -723802.000000 Penalty: 2823.418701
	Iteration 44Q: 3 clusters Score -723802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -723822.062500 Penalty: 2823.418701
	Iteration 45Q: 3 clusters Score -723822.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -723838.812500 Penalty: 2823.418701
	Iteration 46Q: 3 clusters Score -723838.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -723850.875000 Penalty: 2823.418701
	Iteration 47Q: 3 clusters Score -723850.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -723862.937500 Penalty: 2823.418701
	Iteration 48Q: 3 clusters Score -723862.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -723873.375000 Penalty: 2823.418701
	Iteration 49Q: 3 clusters Score -723873.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -723879.562500 Penalty: 2823.418701
	Iteration 50Q: 3 clusters Score -723879.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -723885.687500 Penalty: 2823.418701
	Iteration 51Q: 3 clusters Score -723885.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -723889.875000 Penalty: 2823.418701
	Iteration 52Q: 3 clusters Score -723889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -723893.625000 Penalty: 2823.418701
	Iteration 53Q: 3 clusters Score -723893.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -723894.062500 Penalty: 2823.418701
	Iteration 54Q: 3 clusters Score -723894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -723895.562500 Penalty: 2823.418701
	Iteration 55Q: 3 clusters Score -723895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -723896.187500 Penalty: 2823.418701
	Iteration 56Q: 3 clusters Score -723896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -723896.875000 Penalty: 2823.418701
	Iteration 57Q: 3 clusters Score -723896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -723896.375000 Penalty: 2823.418701
	Iteration 58Q: 3 clusters Score -723896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -723897.250000 Penalty: 2823.418701
	Iteration 59Q: 3 clusters Score -723897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -723899.062500 Penalty: 2823.418701
	Iteration 60F: 3 clusters Score -723899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -723898.812500 Penalty: 2823.418701
	Iteration 61Q: 3 clusters Score -723898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -723899.625000 Penalty: 2823.418701
	Iteration 62Q: 3 clusters Score -723899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -723902.062500 Penalty: 2823.418701
	Iteration 63Q: 3 clusters Score -723902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -723900.250000 Penalty: 2823.418701
	Iteration 64Q: 3 clusters Score -723900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -723899.687500 Penalty: 2823.418701
	Iteration 65Q: 3 clusters Score -723899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -723899.687500 Penalty: 2823.418701
	Iteration 66F: 3 clusters Score -723899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Entering Unmasked Estep 
Score: -13441841.000000 Penalty: 1879.573853
	Iteration 0F: 2 clusters Score -1.344184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -13380899.000000 Penalty: 3759.147705
	Iteration 0F: 3 clusters Score -1.33809e+07 nChanged 50463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -13410123.000000 Penalty: 3759.147705
	Iteration 1F: 3 clusters Score -1.341012e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -13411160.000000 Penalty: 3759.147705
	Iteration 2Q: 3 clusters Score -1.341116e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -13412634.000000 Penalty: 3759.147705
	Iteration 3Q: 3 clusters Score -1.341263e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -13415026.000000 Penalty: 3759.147705
	Iteration 4Q: 3 clusters Score -1.341503e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -13418861.000000 Penalty: 3759.147705
	Iteration 5F: 3 clusters Score -1.341886e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -13424263.000000 Penalty: 3759.147705
	Iteration 6F: 3 clusters Score -1.342426e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 87712 members 
Entering Unmasked Estep 
Score: -13429609.000000 Penalty: 3759.147705
	Iteration 7F: 3 clusters Score -1.342961e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -13433401.000000 Penalty: 3759.147705
	Iteration 8F: 3 clusters Score -1.34334e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -13436232.000000 Penalty: 3759.147705
	Iteration 9Q: 3 clusters Score -1.343623e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 102620 members 
Entering Unmasked Estep 
Score: -13437821.000000 Penalty: 3759.147705
	Iteration 10Q: 3 clusters Score -1.343782e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -13438751.000000 Penalty: 3759.147705
	Iteration 11Q: 3 clusters Score -1.343875e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -13439254.000000 Penalty: 3759.147705
	Iteration 12Q: 3 clusters Score -1.343925e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -13439574.000000 Penalty: 3759.147705
	Iteration 13Q: 3 clusters Score -1.343957e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 104860 members 
Entering Unmasked Estep 
Score: -13439748.000000 Penalty: 3759.147705
	Iteration 14Q: 3 clusters Score -1.343975e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -13439864.000000 Penalty: 3759.147705
	Iteration 15Q: 3 clusters Score -1.343986e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -13439936.000000 Penalty: 3759.147705
	Iteration 16Q: 3 clusters Score -1.343994e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -13440005.000000 Penalty: 3759.147705
	Iteration 17Q: 3 clusters Score -1.344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 105083 members 
Entering Unmasked Estep 
Score: -13440015.000000 Penalty: 3759.147705
	Iteration 18Q: 3 clusters Score -1.344002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -13440043.000000 Penalty: 3759.147705
	Iteration 19Q: 3 clusters Score -1.344004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -13440055.000000 Penalty: 3759.147705
	Iteration 20F: 3 clusters Score -1.344006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -13440069.000000 Penalty: 3759.147705
	Iteration 21Q: 3 clusters Score -1.344007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 105123 members 
Entering Unmasked Estep 
Score: -13440075.000000 Penalty: 3759.147705
	Iteration 22Q: 3 clusters Score -1.344008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 105127 members 
Entering Unmasked Estep 
Score: -13440074.000000 Penalty: 3759.147705
	Iteration 23Q: 3 clusters Score -1.344007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 105127 members 
Entering Unmasked Estep 
Score: -13440070.000000 Penalty: 3759.147705
	Iteration 24Q: 3 clusters Score -1.344007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -13440074.000000 Penalty: 3759.147705
	Iteration 25Q: 3 clusters Score -1.344007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -13440076.000000 Penalty: 3759.147705
	Iteration 26Q: 3 clusters Score -1.344008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -13440070.000000 Penalty: 3759.147705
	Iteration 27Q: 3 clusters Score -1.344007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -13440074.000000 Penalty: 3759.147705
	Iteration 28Q: 3 clusters Score -1.344007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -13440082.000000 Penalty: 3759.147705
	Iteration 29Q: 3 clusters Score -1.344008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -13440085.000000 Penalty: 3759.147705
	Iteration 30Q: 3 clusters Score -1.344008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 105138 members 
Entering Unmasked Estep 
Score: -13440087.000000 Penalty: 3759.147705
	Iteration 31Q: 3 clusters Score -1.344009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -13440084.000000 Penalty: 3759.147705
	Iteration 32Q: 3 clusters Score -1.344008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 105140 members 
Entering Unmasked Estep 
Score: -13440084.000000 Penalty: 3759.147705
	Iteration 33Q: 3 clusters Score -1.344008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -13440092.000000 Penalty: 3759.147705
	Iteration 34Q: 3 clusters Score -1.344009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -13440093.000000 Penalty: 3759.147705
	Iteration 35Q: 3 clusters Score -1.344009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -13440093.000000 Penalty: 3759.147705
	Iteration 36F: 3 clusters Score -1.344009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -18092.875000 Penalty: 874.980469
	Iteration 0F: 2 clusters Score -18092.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17555.347656 Penalty: 1749.960938
	Iteration 0F: 3 clusters Score -17555.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17841.007812 Penalty: 1749.960938
	Iteration 1F: 3 clusters Score -17841.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18002.203125 Penalty: 1749.960938
	Iteration 2F: 3 clusters Score -18002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18042.535156 Penalty: 1749.960938
	Iteration 3Q: 3 clusters Score -18042.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18045.851562 Penalty: 1749.960938
	Iteration 4Q: 3 clusters Score -18045.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18045.851562 Penalty: 1749.960938
	Iteration 5F: 3 clusters Score -18045.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -177717.296875 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -177717.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175933.328125 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -175933.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -176324.078125 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -176324.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -176437.843750 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -176437.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176492.187500 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -176492.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176515.546875 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -176515.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -176543.078125 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -176543.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -176567.125000 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -176567.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -176583.562500 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -176583.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -176604.484375 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -176604.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -176616.953125 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -176617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176636.421875 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -176636.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -176654.531250 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -176654.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -176665.078125 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -176665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -176677.265625 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -176677.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -176685.250000 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -176685.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -176690.296875 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -176690.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -176695.062500 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -176695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176702.359375 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -176702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -176707.890625 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -176707.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -176710.781250 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -176710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -176713.765625 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -176713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -176716.875000 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -176716.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176719.750000 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -176719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176721.078125 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -176721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176722.375000 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -176722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -176722.734375 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -176722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -176722.734375 Penalty: 2382.807373
	Iteration 26F: 3 clusters Score -176722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 14047 members 
Mstep: Class 3 contains 31006 members 
Mstep: Class 4 contains 45438 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 7 contains 38946 members 
Mstep: Class 8 contains 79128 members 
Mstep: Class 11 contains 57309 members 
Mstep: Class 13 contains 62285 members 
Mstep: Class 15 contains 27358 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 105515 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783840.000000 Penalty: 32109.041016
Iteration 79Q: 16 clusters Score -6.578384e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 30963 members 
Mstep: Class 4 contains 45505 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 79594 members 
Mstep: Class 11 contains 57071 members 
Mstep: Class 13 contains 62281 members 
Mstep: Class 15 contains 27359 members 
Mstep: Class 17 contains 5903 members 
Mstep: Class 18 contains 105236 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784488.000000 Penalty: 32109.041016
Iteration 80F: 16 clusters Score -6.578449e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 14053 members 
Mstep: Class 3 contains 30868 members 
Mstep: Class 4 contains 45558 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 39524 members 
Mstep: Class 8 contains 79976 members 
Mstep: Class 11 contains 56846 members 
Mstep: Class 13 contains 62156 members 
Mstep: Class 15 contains 27359 members 
Mstep: Class 17 contains 5884 members 
Mstep: Class 18 contains 105100 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784792.000000 Penalty: 32109.041016
Iteration 81Q: 16 clusters Score -6.578479e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 30771 members 
Mstep: Class 4 contains 45621 members 
Mstep: Class 5 contains 556 members 
Mstep: Class 6 contains 2416 members 
Mstep: Class 7 contains 39820 members 
Mstep: Class 8 contains 80285 members 
Mstep: Class 11 contains 56627 members 
Mstep: Class 13 contains 62035 members 
Mstep: Class 15 contains 27362 members 
Mstep: Class 17 contains 5867 members 
Mstep: Class 18 contains 105041 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784700.000000 Penalty: 32109.041016
Iteration 82Q: 16 clusters Score -6.57847e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 30654 members 
Mstep: Class 4 contains 45683 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 40111 members 
Mstep: Class 8 contains 80519 members 
Mstep: Class 11 contains 56403 members 
Mstep: Class 13 contains 61913 members 
Mstep: Class 15 contains 27376 members 
Mstep: Class 17 contains 5859 members 
Mstep: Class 18 contains 105031 members 
Mstep: Class 21 contains 217 members 
Mstep: Class 22 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784588.000000 Penalty: 32109.041016
Iteration 83Q: 16 clusters Score -6.578459e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 14044 members 
Mstep: Class 3 contains 30547 members 
Mstep: Class 4 contains 45752 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 40405 members 
Mstep: Class 8 contains 80692 members 
Mstep: Class 11 contains 56185 members 
Mstep: Class 13 contains 61831 members 
Mstep: Class 15 contains 27393 members 
Mstep: Class 17 contains 5850 members 
Mstep: Class 18 contains 104976 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784604.000000 Penalty: 32109.041016
Iteration 84Q: 16 clusters Score -6.57846e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 14049 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 45819 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 40700 members 
Mstep: Class 8 contains 80836 members 
Mstep: Class 11 contains 55966 members 
Mstep: Class 13 contains 61758 members 
Mstep: Class 15 contains 27402 members 
Mstep: Class 17 contains 5851 members 
Mstep: Class 18 contains 104971 members 
Mstep: Class 21 contains 213 members 
Mstep: Class 22 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784636.000000 Penalty: 32109.041016
Iteration 85Q: 16 clusters Score -6.578464e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 30313 members 
Mstep: Class 4 contains 45865 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 40983 members 
Mstep: Class 8 contains 80984 members 
Mstep: Class 11 contains 55750 members 
Mstep: Class 13 contains 61692 members 
Mstep: Class 15 contains 27420 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 104942 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784604.000000 Penalty: 32109.041016
Iteration 86Q: 16 clusters Score -6.57846e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 14047 members 
Mstep: Class 3 contains 30217 members 
Mstep: Class 4 contains 45913 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 41284 members 
Mstep: Class 8 contains 81080 members 
Mstep: Class 11 contains 55513 members 
Mstep: Class 13 contains 61623 members 
Mstep: Class 15 contains 27431 members 
Mstep: Class 17 contains 5855 members 
Mstep: Class 18 contains 104920 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784604.000000 Penalty: 32109.041016
Iteration 87Q: 16 clusters Score -6.57846e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 14046 members 
Mstep: Class 3 contains 30124 members 
Mstep: Class 4 contains 45953 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 41582 members 
Mstep: Class 8 contains 81162 members 
Mstep: Class 11 contains 55292 members 
Mstep: Class 13 contains 61556 members 
Mstep: Class 15 contains 27446 members 
Mstep: Class 17 contains 5854 members 
Mstep: Class 18 contains 104904 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784724.000000 Penalty: 32109.041016
Iteration 88Q: 16 clusters Score -6.578472e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 14043 members 
Mstep: Class 3 contains 30023 members 
Mstep: Class 4 contains 45983 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 41877 members 
Mstep: Class 8 contains 81264 members 
Mstep: Class 11 contains 55071 members 
Mstep: Class 13 contains 61494 members 
Mstep: Class 15 contains 27449 members 
Mstep: Class 17 contains 5850 members 
Mstep: Class 18 contains 104919 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784732.000000 Penalty: 32109.041016
Iteration 89Q: 16 clusters Score -6.578473e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 29927 members 
Mstep: Class 4 contains 46000 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 3387 members 
Mstep: Class 7 contains 42169 members 
Mstep: Class 8 contains 81366 members 
Mstep: Class 11 contains 54850 members 
Mstep: Class 13 contains 61426 members 
Mstep: Class 15 contains 27448 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 18 contains 104927 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784756.000000 Penalty: 32109.041016
Iteration 90Q: 16 clusters Score -6.578476e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 14043 members 
Mstep: Class 3 contains 29846 members 
Mstep: Class 4 contains 46022 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 42452 members 
Mstep: Class 8 contains 81419 members 
Mstep: Class 11 contains 54636 members 
Mstep: Class 13 contains 61390 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 104935 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784816.000000 Penalty: 32109.041016
Iteration 91Q: 16 clusters Score -6.578482e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 29758 members 
Mstep: Class 4 contains 46056 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 42712 members 
Mstep: Class 8 contains 81455 members 
Mstep: Class 11 contains 54440 members 
Mstep: Class 13 contains 61351 members 
Mstep: Class 15 contains 27446 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 104942 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784828.000000 Penalty: 32109.041016
Iteration 92Q: 16 clusters Score -6.578483e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 29682 members 
Mstep: Class 4 contains 46092 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 42957 members 
Mstep: Class 8 contains 81510 members 
Mstep: Class 11 contains 54238 members 
Mstep: Class 13 contains 61312 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 104952 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784876.000000 Penalty: 32109.041016
Iteration 93Q: 16 clusters Score -6.578488e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 14060 members 
Mstep: Class 3 contains 29603 members 
Mstep: Class 4 contains 46119 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 3735 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 81542 members 
Mstep: Class 11 contains 54027 members 
Mstep: Class 13 contains 61277 members 
Mstep: Class 15 contains 27439 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 104976 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784828.000000 Penalty: 32109.041016
Iteration 94Q: 16 clusters Score -6.578483e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 14062 members 
Mstep: Class 3 contains 29537 members 
Mstep: Class 4 contains 46144 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 3802 members 
Mstep: Class 7 contains 43427 members 
Mstep: Class 8 contains 81584 members 
Mstep: Class 11 contains 53830 members 
Mstep: Class 13 contains 61255 members 
Mstep: Class 15 contains 27439 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 104979 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784884.000000 Penalty: 32109.041016
Iteration 95Q: 16 clusters Score -6.578488e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 14071 members 
Mstep: Class 3 contains 29476 members 
Mstep: Class 4 contains 46159 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 3863 members 
Mstep: Class 7 contains 43658 members 
Mstep: Class 8 contains 81615 members 
Mstep: Class 11 contains 53649 members 
Mstep: Class 13 contains 61214 members 
Mstep: Class 15 contains 27442 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 104996 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784924.000000 Penalty: 32109.041016
Iteration 96Q: 16 clusters Score -6.578492e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 14072 members 
Mstep: Class 3 contains 29417 members 
Mstep: Class 4 contains 46180 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 43883 members 
Mstep: Class 8 contains 81629 members 
Mstep: Class 11 contains 53463 members 
Mstep: Class 13 contains 61182 members 
Mstep: Class 15 contains 27439 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 105026 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784860.000000 Penalty: 32109.041016
Iteration 97Q: 16 clusters Score -6.578486e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 14074 members 
Mstep: Class 3 contains 29372 members 
Mstep: Class 4 contains 46184 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 81654 members 
Mstep: Class 11 contains 53295 members 
Mstep: Class 13 contains 61154 members 
Mstep: Class 15 contains 27441 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 105047 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784940.000000 Penalty: 32109.041016
Iteration 98Q: 16 clusters Score -6.578494e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 14072 members 
Mstep: Class 3 contains 29340 members 
Mstep: Class 4 contains 46191 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 44315 members 
Mstep: Class 8 contains 81655 members 
Mstep: Class 11 contains 53124 members 
Mstep: Class 13 contains 61115 members 
Mstep: Class 15 contains 27444 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 105047 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785036.000000 Penalty: 32109.041016
Iteration 99Q: 16 clusters Score -6.578504e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 14073 members 
Mstep: Class 3 contains 29302 members 
Mstep: Class 4 contains 46201 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44550 members 
Mstep: Class 8 contains 81650 members 
Mstep: Class 11 contains 52949 members 
Mstep: Class 13 contains 61095 members 
Mstep: Class 15 contains 27444 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 105059 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785124.000000 Penalty: 32109.041016
Iteration 100F: 16 clusters Score -6.578512e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 14064 members 
Mstep: Class 3 contains 29219 members 
Mstep: Class 4 contains 46199 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 44783 members 
Mstep: Class 8 contains 81647 members 
Mstep: Class 11 contains 52780 members 
Mstep: Class 13 contains 61044 members 
Mstep: Class 15 contains 27450 members 
Mstep: Class 17 contains 5820 members 
Mstep: Class 18 contains 105053 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785228.000000 Penalty: 32109.041016
Iteration 101Q: 16 clusters Score -6.578523e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 14060 members 
Mstep: Class 3 contains 29085 members 
Mstep: Class 4 contains 46210 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 4359 members 
Mstep: Class 7 contains 44973 members 
Mstep: Class 8 contains 81652 members 
Mstep: Class 11 contains 52625 members 
Mstep: Class 13 contains 60952 members 
Mstep: Class 15 contains 27448 members 
Mstep: Class 17 contains 5816 members 
Mstep: Class 18 contains 105093 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785192.000000 Penalty: 32109.041016
Iteration 102Q: 16 clusters Score -6.578519e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 14059 members 
Mstep: Class 3 contains 28935 members 
Mstep: Class 4 contains 46199 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 7 contains 45155 members 
Mstep: Class 8 contains 81648 members 
Mstep: Class 11 contains 52460 members 
Mstep: Class 13 contains 60829 members 
Mstep: Class 15 contains 27448 members 
Mstep: Class 17 contains 5812 members 
Mstep: Class 18 contains 105183 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785416.000000 Penalty: 32109.041016
Iteration 103Q: 16 clusters Score -6.578542e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 14059 members 
Mstep: Class 3 contains 28766 members 
Mstep: Class 4 contains 46197 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 4764 members 
Mstep: Class 7 contains 45333 members 
Mstep: Class 8 contains 81646 members 
Mstep: Class 11 contains 52282 members 
Mstep: Class 13 contains 60685 members 
Mstep: Class 15 contains 27433 members 
Mstep: Class 17 contains 5806 members 
Mstep: Class 18 contains 105312 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785716.000000 Penalty: 32109.041016
Iteration 104Q: 16 clusters Score -6.578572e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 14061 members 
Mstep: Class 3 contains 28620 members 
Mstep: Class 4 contains 46194 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 45528 members 
Mstep: Class 8 contains 81645 members 
Mstep: Class 11 contains 52097 members 
Mstep: Class 13 contains 60539 members 
Mstep: Class 15 contains 27418 members 
Mstep: Class 17 contains 5798 members 
Mstep: Class 18 contains 105427 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785680.000000 Penalty: 32109.041016
Iteration 105Q: 16 clusters Score -6.578568e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 14067 members 
Mstep: Class 3 contains 28508 members 
Mstep: Class 4 contains 46179 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 45712 members 
Mstep: Class 8 contains 81627 members 
Mstep: Class 11 contains 51920 members 
Mstep: Class 13 contains 60383 members 
Mstep: Class 15 contains 27399 members 
Mstep: Class 17 contains 5794 members 
Mstep: Class 18 contains 105544 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785768.000000 Penalty: 32109.041016
Iteration 106Q: 16 clusters Score -6.578577e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 14064 members 
Mstep: Class 3 contains 28420 members 
Mstep: Class 4 contains 46140 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 5317 members 
Mstep: Class 7 contains 45885 members 
Mstep: Class 8 contains 81604 members 
Mstep: Class 11 contains 51756 members 
Mstep: Class 13 contains 60223 members 
Mstep: Class 15 contains 27385 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 18 contains 105694 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785944.000000 Penalty: 32109.041016
Iteration 107Q: 16 clusters Score -6.578594e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 14064 members 
Mstep: Class 3 contains 28344 members 
Mstep: Class 4 contains 46106 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 46035 members 
Mstep: Class 8 contains 81576 members 
Mstep: Class 11 contains 51617 members 
Mstep: Class 13 contains 60103 members 
Mstep: Class 15 contains 27369 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 105817 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786060.000000 Penalty: 32109.041016
Iteration 108Q: 16 clusters Score -6.578606e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 28296 members 
Mstep: Class 4 contains 46071 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 5607 members 
Mstep: Class 7 contains 46185 members 
Mstep: Class 8 contains 81561 members 
Mstep: Class 11 contains 51458 members 
Mstep: Class 13 contains 60013 members 
Mstep: Class 15 contains 27338 members 
Mstep: Class 17 contains 5779 members 
Mstep: Class 18 contains 105906 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786072.000000 Penalty: 32109.041016
Iteration 109Q: 16 clusters Score -6.578607e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 14072 members 
Mstep: Class 3 contains 28247 members 
Mstep: Class 4 contains 46046 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 5714 members 
Mstep: Class 7 contains 46331 members 
Mstep: Class 8 contains 81556 members 
Mstep: Class 11 contains 51301 members 
Mstep: Class 13 contains 59938 members 
Mstep: Class 15 contains 27318 members 
Mstep: Class 17 contains 5777 members 
Mstep: Class 18 contains 105978 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786100.000000 Penalty: 32109.041016
Iteration 110Q: 16 clusters Score -6.57861e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 14069 members 
Mstep: Class 3 contains 28208 members 
Mstep: Class 4 contains 46011 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 5799 members 
Mstep: Class 7 contains 46456 members 
Mstep: Class 8 contains 81544 members 
Mstep: Class 11 contains 51164 members 
Mstep: Class 13 contains 59899 members 
Mstep: Class 15 contains 27286 members 
Mstep: Class 17 contains 5771 members 
Mstep: Class 18 contains 106053 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786028.000000 Penalty: 32109.041016
Iteration 111Q: 16 clusters Score -6.578603e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 14078 members 
Mstep: Class 3 contains 28171 members 
Mstep: Class 4 contains 45963 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 5865 members 
Mstep: Class 7 contains 46561 members 
Mstep: Class 8 contains 81536 members 
Mstep: Class 11 contains 51041 members 
Mstep: Class 13 contains 59863 members 
Mstep: Class 15 contains 27267 members 
Mstep: Class 17 contains 5771 members 
Mstep: Class 18 contains 106123 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786076.000000 Penalty: 32109.041016
Iteration 112Q: 16 clusters Score -6.578608e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 14081 members 
Mstep: Class 3 contains 28133 members 
Mstep: Class 4 contains 45949 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 46677 members 
Mstep: Class 8 contains 81509 members 
Mstep: Class 11 contains 50905 members 
Mstep: Class 13 contains 59847 members 
Mstep: Class 15 contains 27242 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 106176 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786028.000000 Penalty: 32109.041016
Iteration 113Q: 16 clusters Score -6.578603e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 14086 members 
Mstep: Class 3 contains 28105 members 
Mstep: Class 4 contains 45919 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 46811 members 
Mstep: Class 8 contains 81500 members 
Mstep: Class 11 contains 50772 members 
Mstep: Class 13 contains 59803 members 
Mstep: Class 15 contains 27225 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 106218 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786168.000000 Penalty: 32109.041016
Iteration 114Q: 16 clusters Score -6.578617e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 14084 members 
Mstep: Class 3 contains 28078 members 
Mstep: Class 4 contains 45869 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6048 members 
Mstep: Class 7 contains 46972 members 
Mstep: Class 8 contains 81485 members 
Mstep: Class 11 contains 50642 members 
Mstep: Class 13 contains 59775 members 
Mstep: Class 15 contains 27209 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 106268 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786256.000000 Penalty: 32109.041016
Iteration 115Q: 16 clusters Score -6.578626e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 14085 members 
Mstep: Class 3 contains 28055 members 
Mstep: Class 4 contains 45824 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 47115 members 
Mstep: Class 8 contains 81484 members 
Mstep: Class 11 contains 50521 members 
Mstep: Class 13 contains 59767 members 
Mstep: Class 15 contains 27189 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 106312 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786392.000000 Penalty: 32109.041016
Iteration 116Q: 16 clusters Score -6.578639e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 14089 members 
Mstep: Class 3 contains 28033 members 
Mstep: Class 4 contains 45776 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6113 members 
Mstep: Class 7 contains 47249 members 
Mstep: Class 8 contains 81483 members 
Mstep: Class 11 contains 50393 members 
Mstep: Class 13 contains 59758 members 
Mstep: Class 15 contains 27176 members 
Mstep: Class 17 contains 5766 members 
Mstep: Class 18 contains 106361 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786264.000000 Penalty: 32109.041016
Iteration 117Q: 16 clusters Score -6.578626e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 28018 members 
Mstep: Class 4 contains 45738 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 47364 members 
Mstep: Class 8 contains 81471 members 
Mstep: Class 11 contains 50277 members 
Mstep: Class 13 contains 59751 members 
Mstep: Class 15 contains 27167 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 106413 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786204.000000 Penalty: 32109.041016
Iteration 118Q: 16 clusters Score -6.57862e+07 nChanged 424
Entering ConstructFrom: 
Score: -65786204.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Entering Unmasked Estep 
Score: -6630590.500000 Penalty: 1762.714111
	Iteration 0F: 2 clusters Score -6630590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -6597094.000000 Penalty: 3525.428223
	Iteration 0F: 3 clusters Score -6597094 nChanged 24229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -6611670.500000 Penalty: 3525.428223
	Iteration 1F: 3 clusters Score -6611670 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -6613030.500000 Penalty: 3525.428223
	Iteration 2F: 3 clusters Score -6613030 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -6615097.000000 Penalty: 3525.428223
	Iteration 3F: 3 clusters Score -6615097 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -6618061.500000 Penalty: 3525.428223
	Iteration 4F: 3 clusters Score -6618062 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -6621224.000000 Penalty: 3525.428223
	Iteration 5F: 3 clusters Score -6621224 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -6623635.000000 Penalty: 3525.428223
	Iteration 6F: 3 clusters Score -6623635 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -6625044.500000 Penalty: 3525.428223
	Iteration 7Q: 3 clusters Score -6625044 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -6625774.500000 Penalty: 3525.428223
	Iteration 8Q: 3 clusters Score -6625774 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -6626173.000000 Penalty: 3525.428223
	Iteration 9Q: 3 clusters Score -6626173 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -6626529.000000 Penalty: 3525.428223
	Iteration 10Q: 3 clusters Score -6626529 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -6626864.500000 Penalty: 3525.428223
	Iteration 11Q: 3 clusters Score -6626864 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -6627198.500000 Penalty: 3525.428223
	Iteration 12Q: 3 clusters Score -6627198 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -6627552.500000 Penalty: 3525.428223
	Iteration 13Q: 3 clusters Score -6627552 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -6627912.000000 Penalty: 3525.428223
	Iteration 14Q: 3 clusters Score -6627912 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -6628231.500000 Penalty: 3525.428223
	Iteration 15Q: 3 clusters Score -6628232 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -6628474.000000 Penalty: 3525.428223
	Iteration 16Q: 3 clusters Score -6628474 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6628645.500000 Penalty: 3525.428223
	Iteration 17Q: 3 clusters Score -6628646 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -6628774.000000 Penalty: 3525.428223
	Iteration 18Q: 3 clusters Score -6628774 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -6628842.000000 Penalty: 3525.428223
	Iteration 19Q: 3 clusters Score -6628842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6628894.500000 Penalty: 3525.428223
	Iteration 20F: 3 clusters Score -6628894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -6628930.500000 Penalty: 3525.428223
	Iteration 21Q: 3 clusters Score -6628930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -6628953.500000 Penalty: 3525.428223
	Iteration 22Q: 3 clusters Score -6628954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -6628982.000000 Penalty: 3525.428223
	Iteration 23Q: 3 clusters Score -6628982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -6629000.000000 Penalty: 3525.428223
	Iteration 24Q: 3 clusters Score -6629000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -6629017.500000 Penalty: 3525.428223
	Iteration 25Q: 3 clusters Score -6629018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -6629036.000000 Penalty: 3525.428223
	Iteration 26Q: 3 clusters Score -6629036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -6629044.000000 Penalty: 3525.428223
	Iteration 27Q: 3 clusters Score -6629044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -6629052.500000 Penalty: 3525.428223
	Iteration 28Q: 3 clusters Score -6629052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -6629059.500000 Penalty: 3525.428223
	Iteration 29Q: 3 clusters Score -6629060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -6629058.500000 Penalty: 3525.428223
	Iteration 30Q: 3 clusters Score -6629058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6629060.000000 Penalty: 3525.428223
	Iteration 31Q: 3 clusters Score -6629060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -6629062.500000 Penalty: 3525.428223
	Iteration 32Q: 3 clusters Score -6629062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -6629062.500000 Penalty: 3525.428223
	Iteration 33Q: 3 clusters Score -6629062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -6629065.000000 Penalty: 3525.428223
	Iteration 34Q: 3 clusters Score -6629065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -6629065.000000 Penalty: 3525.428223
	Iteration 35F: 3 clusters Score -6629065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Entering Unmasked Estep 
Score: -1808428.625000 Penalty: 1552.548218
	Iteration 0F: 2 clusters Score -1808429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1798566.375000 Penalty: 3105.096436
	Iteration 0F: 3 clusters Score -1798566 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1802075.125000 Penalty: 3105.096436
	Iteration 1F: 3 clusters Score -1802075 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1802333.500000 Penalty: 3105.096436
	Iteration 2F: 3 clusters Score -1802334 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1802541.000000 Penalty: 3105.096436
	Iteration 3Q: 3 clusters Score -1802541 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1802724.000000 Penalty: 3105.096436
	Iteration 4Q: 3 clusters Score -1802724 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1802890.125000 Penalty: 3105.096436
	Iteration 5Q: 3 clusters Score -1802890 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1803062.750000 Penalty: 3105.096436
	Iteration 6Q: 3 clusters Score -1803063 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1803252.125000 Penalty: 3105.096436
	Iteration 7Q: 3 clusters Score -1803252 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1803493.750000 Penalty: 3105.096436
	Iteration 8Q: 3 clusters Score -1803494 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1803828.250000 Penalty: 3105.096436
	Iteration 9Q: 3 clusters Score -1803828 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1804209.500000 Penalty: 3105.096436
	Iteration 10Q: 3 clusters Score -1804210 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1804689.875000 Penalty: 3105.096436
	Iteration 11Q: 3 clusters Score -1804690 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1805152.875000 Penalty: 3105.096436
	Iteration 12Q: 3 clusters Score -1805153 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1805581.500000 Penalty: 3105.096436
	Iteration 13Q: 3 clusters Score -1805582 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1805898.125000 Penalty: 3105.096436
	Iteration 14Q: 3 clusters Score -1805898 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1806107.750000 Penalty: 3105.096436
	Iteration 15Q: 3 clusters Score -1806108 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1806262.375000 Penalty: 3105.096436
	Iteration 16Q: 3 clusters Score -1806262 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1806391.500000 Penalty: 3105.096436
	Iteration 17Q: 3 clusters Score -1806392 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1806506.750000 Penalty: 3105.096436
	Iteration 18Q: 3 clusters Score -1806507 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1806575.250000 Penalty: 3105.096436
	Iteration 19Q: 3 clusters Score -1806575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1806644.500000 Penalty: 3105.096436
	Iteration 20F: 3 clusters Score -1806644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1806681.875000 Penalty: 3105.096436
	Iteration 21Q: 3 clusters Score -1806682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1806723.250000 Penalty: 3105.096436
	Iteration 22Q: 3 clusters Score -1806723 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1806753.500000 Penalty: 3105.096436
	Iteration 23Q: 3 clusters Score -1806754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1806773.625000 Penalty: 3105.096436
	Iteration 24Q: 3 clusters Score -1806774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1806800.875000 Penalty: 3105.096436
	Iteration 25Q: 3 clusters Score -1806801 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1806826.250000 Penalty: 3105.096436
	Iteration 26Q: 3 clusters Score -1806826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1806842.625000 Penalty: 3105.096436
	Iteration 27Q: 3 clusters Score -1806843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1806863.375000 Penalty: 3105.096436
	Iteration 28Q: 3 clusters Score -1806863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1806879.625000 Penalty: 3105.096436
	Iteration 29Q: 3 clusters Score -1806880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1806891.500000 Penalty: 3105.096436
	Iteration 30Q: 3 clusters Score -1806892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1806903.000000 Penalty: 3105.096436
	Iteration 31Q: 3 clusters Score -1806903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1806925.625000 Penalty: 3105.096436
	Iteration 32Q: 3 clusters Score -1806926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1806941.500000 Penalty: 3105.096436
	Iteration 33Q: 3 clusters Score -1806942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1806954.750000 Penalty: 3105.096436
	Iteration 34Q: 3 clusters Score -1806955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1806964.125000 Penalty: 3105.096436
	Iteration 35Q: 3 clusters Score -1806964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1806973.750000 Penalty: 3105.096436
	Iteration 36Q: 3 clusters Score -1806974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1806977.375000 Penalty: 3105.096436
	Iteration 37Q: 3 clusters Score -1806977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1806988.375000 Penalty: 3105.096436
	Iteration 38Q: 3 clusters Score -1806988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1806995.875000 Penalty: 3105.096436
	Iteration 39Q: 3 clusters Score -1806996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1806996.250000 Penalty: 3105.096436
	Iteration 40F: 3 clusters Score -1806996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1806995.625000 Penalty: 3105.096436
	Iteration 41Q: 3 clusters Score -1806996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1807003.750000 Penalty: 3105.096436
	Iteration 42Q: 3 clusters Score -1807004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1807011.375000 Penalty: 3105.096436
	Iteration 43Q: 3 clusters Score -1807011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1807014.125000 Penalty: 3105.096436
	Iteration 44Q: 3 clusters Score -1807014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1807016.250000 Penalty: 3105.096436
	Iteration 45Q: 3 clusters Score -1807016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1807018.375000 Penalty: 3105.096436
	Iteration 46Q: 3 clusters Score -1807018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1807024.125000 Penalty: 3105.096436
	Iteration 47Q: 3 clusters Score -1807024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1807024.625000 Penalty: 3105.096436
	Iteration 48Q: 3 clusters Score -1807025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1807027.750000 Penalty: 3105.096436
	Iteration 49Q: 3 clusters Score -1807028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1807029.625000 Penalty: 3105.096436
	Iteration 50Q: 3 clusters Score -1807030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1807034.750000 Penalty: 3105.096436
	Iteration 51Q: 3 clusters Score -1807035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1807035.750000 Penalty: 3105.096436
	Iteration 52Q: 3 clusters Score -1807036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1807038.000000 Penalty: 3105.096436
	Iteration 53Q: 3 clusters Score -1807038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1807041.500000 Penalty: 3105.096436
	Iteration 54Q: 3 clusters Score -1807042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1807043.875000 Penalty: 3105.096436
	Iteration 55Q: 3 clusters Score -1807044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1807049.125000 Penalty: 3105.096436
	Iteration 56Q: 3 clusters Score -1807049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1807056.375000 Penalty: 3105.096436
	Iteration 57Q: 3 clusters Score -1807056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1807060.875000 Penalty: 3105.096436
	Iteration 58Q: 3 clusters Score -1807061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1807070.250000 Penalty: 3105.096436
	Iteration 59Q: 3 clusters Score -1807070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1807079.125000 Penalty: 3105.096436
	Iteration 60F: 3 clusters Score -1807079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1807083.375000 Penalty: 3105.096436
	Iteration 61Q: 3 clusters Score -1807083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1807085.750000 Penalty: 3105.096436
	Iteration 62Q: 3 clusters Score -1807086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1807086.875000 Penalty: 3105.096436
	Iteration 63Q: 3 clusters Score -1807087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1807090.250000 Penalty: 3105.096436
	Iteration 64Q: 3 clusters Score -1807090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1807091.375000 Penalty: 3105.096436
	Iteration 65Q: 3 clusters Score -1807091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1807091.375000 Penalty: 3105.096436
	Iteration 66Q: 3 clusters Score -1807091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1807092.750000 Penalty: 3105.096436
	Iteration 67Q: 3 clusters Score -1807093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1807092.875000 Penalty: 3105.096436
	Iteration 68Q: 3 clusters Score -1807093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1807094.875000 Penalty: 3105.096436
	Iteration 69Q: 3 clusters Score -1807095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1807095.375000 Penalty: 3105.096436
	Iteration 70Q: 3 clusters Score -1807095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1807095.375000 Penalty: 3105.096436
	Iteration 71F: 3 clusters Score -1807095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Entering Unmasked Estep 
Score: -3476763.000000 Penalty: 1664.034058
	Iteration 0F: 2 clusters Score -3476763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3457729.250000 Penalty: 3328.068115
	Iteration 0F: 3 clusters Score -3457729 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3464953.250000 Penalty: 3328.068115
	Iteration 1F: 3 clusters Score -3464953 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3465276.500000 Penalty: 3328.068115
	Iteration 2Q: 3 clusters Score -3465276 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3465583.250000 Penalty: 3328.068115
	Iteration 3Q: 3 clusters Score -3465583 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3465829.000000 Penalty: 3328.068115
	Iteration 4Q: 3 clusters Score -3465829 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3466119.750000 Penalty: 3328.068115
	Iteration 5Q: 3 clusters Score -3466120 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3466451.250000 Penalty: 3328.068115
	Iteration 6Q: 3 clusters Score -3466451 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3466949.500000 Penalty: 3328.068115
	Iteration 7Q: 3 clusters Score -3466950 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3467701.500000 Penalty: 3328.068115
	Iteration 8Q: 3 clusters Score -3467702 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3468733.250000 Penalty: 3328.068115
	Iteration 9F: 3 clusters Score -3468733 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3469942.500000 Penalty: 3328.068115
	Iteration 10F: 3 clusters Score -3469942 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3470994.000000 Penalty: 3328.068115
	Iteration 11Q: 3 clusters Score -3470994 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3471691.000000 Penalty: 3328.068115
	Iteration 12Q: 3 clusters Score -3471691 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3472172.250000 Penalty: 3328.068115
	Iteration 13Q: 3 clusters Score -3472172 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3472560.500000 Penalty: 3328.068115
	Iteration 14Q: 3 clusters Score -3472560 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3472936.250000 Penalty: 3328.068115
	Iteration 15Q: 3 clusters Score -3472936 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3473255.000000 Penalty: 3328.068115
	Iteration 16Q: 3 clusters Score -3473255 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3473569.500000 Penalty: 3328.068115
	Iteration 17Q: 3 clusters Score -3473570 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3473870.750000 Penalty: 3328.068115
	Iteration 18Q: 3 clusters Score -3473871 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3474158.250000 Penalty: 3328.068115
	Iteration 19Q: 3 clusters Score -3474158 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3474420.250000 Penalty: 3328.068115
	Iteration 20F: 3 clusters Score -3474420 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3474636.250000 Penalty: 3328.068115
	Iteration 21Q: 3 clusters Score -3474636 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3474814.250000 Penalty: 3328.068115
	Iteration 22Q: 3 clusters Score -3474814 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3474953.250000 Penalty: 3328.068115
	Iteration 23Q: 3 clusters Score -3474953 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3475042.500000 Penalty: 3328.068115
	Iteration 24Q: 3 clusters Score -3475042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3475099.250000 Penalty: 3328.068115
	Iteration 25Q: 3 clusters Score -3475099 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3475151.000000 Penalty: 3328.068115
	Iteration 26Q: 3 clusters Score -3475151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3475184.000000 Penalty: 3328.068115
	Iteration 27Q: 3 clusters Score -3475184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3475214.500000 Penalty: 3328.068115
	Iteration 28Q: 3 clusters Score -3475214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3475233.750000 Penalty: 3328.068115
	Iteration 29Q: 3 clusters Score -3475234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3475251.500000 Penalty: 3328.068115
	Iteration 30Q: 3 clusters Score -3475252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3475267.500000 Penalty: 3328.068115
	Iteration 31Q: 3 clusters Score -3475268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3475291.250000 Penalty: 3328.068115
	Iteration 32Q: 3 clusters Score -3475291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3475304.500000 Penalty: 3328.068115
	Iteration 33Q: 3 clusters Score -3475304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3475317.500000 Penalty: 3328.068115
	Iteration 34Q: 3 clusters Score -3475318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3475335.000000 Penalty: 3328.068115
	Iteration 35Q: 3 clusters Score -3475335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3475349.500000 Penalty: 3328.068115
	Iteration 36Q: 3 clusters Score -3475350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3475357.500000 Penalty: 3328.068115
	Iteration 37Q: 3 clusters Score -3475358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3475358.250000 Penalty: 3328.068115
	Iteration 38Q: 3 clusters Score -3475358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3475362.250000 Penalty: 3328.068115
	Iteration 39Q: 3 clusters Score -3475362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3475365.250000 Penalty: 3328.068115
	Iteration 40F: 3 clusters Score -3475365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3475364.250000 Penalty: 3328.068115
	Iteration 41Q: 3 clusters Score -3475364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3475364.250000 Penalty: 3328.068115
	Iteration 42F: 3 clusters Score -3475364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Entering Unmasked Estep 
Score: -5779711.500000 Penalty: 1743.619019
	Iteration 0F: 2 clusters Score -5779712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5749178.000000 Penalty: 3487.238037
	Iteration 0F: 3 clusters Score -5749178 nChanged 21493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5761531.000000 Penalty: 3487.238037
	Iteration 1F: 3 clusters Score -5761531 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5762261.000000 Penalty: 3487.238037
	Iteration 2Q: 3 clusters Score -5762261 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -5763228.000000 Penalty: 3487.238037
	Iteration 3Q: 3 clusters Score -5763228 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -5764715.000000 Penalty: 3487.238037
	Iteration 4F: 3 clusters Score -5764715 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -5766827.000000 Penalty: 3487.238037
	Iteration 5F: 3 clusters Score -5766827 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5769689.000000 Penalty: 3487.238037
	Iteration 6F: 3 clusters Score -5769689 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5772727.500000 Penalty: 3487.238037
	Iteration 7F: 3 clusters Score -5772728 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -5774997.500000 Penalty: 3487.238037
	Iteration 8F: 3 clusters Score -5774998 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5776409.500000 Penalty: 3487.238037
	Iteration 9Q: 3 clusters Score -5776410 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5777149.000000 Penalty: 3487.238037
	Iteration 10Q: 3 clusters Score -5777149 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5777582.500000 Penalty: 3487.238037
	Iteration 11Q: 3 clusters Score -5777582 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5777782.000000 Penalty: 3487.238037
	Iteration 12Q: 3 clusters Score -5777782 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5777929.000000 Penalty: 3487.238037
	Iteration 13Q: 3 clusters Score -5777929 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5778024.000000 Penalty: 3487.238037
	Iteration 14Q: 3 clusters Score -5778024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5778099.500000 Penalty: 3487.238037
	Iteration 15Q: 3 clusters Score -5778100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5778142.000000 Penalty: 3487.238037
	Iteration 16Q: 3 clusters Score -5778142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5778189.500000 Penalty: 3487.238037
	Iteration 17Q: 3 clusters Score -5778190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5778231.000000 Penalty: 3487.238037
	Iteration 18Q: 3 clusters Score -5778231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5778259.500000 Penalty: 3487.238037
	Iteration 19Q: 3 clusters Score -5778260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5778284.000000 Penalty: 3487.238037
	Iteration 20F: 3 clusters Score -5778284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5778292.000000 Penalty: 3487.238037
	Iteration 21Q: 3 clusters Score -5778292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5778297.500000 Penalty: 3487.238037
	Iteration 22Q: 3 clusters Score -5778298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5778297.000000 Penalty: 3487.238037
	Iteration 23Q: 3 clusters Score -5778297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5778301.500000 Penalty: 3487.238037
	Iteration 24Q: 3 clusters Score -5778302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5778308.000000 Penalty: 3487.238037
	Iteration 25Q: 3 clusters Score -5778308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5778313.500000 Penalty: 3487.238037
	Iteration 26Q: 3 clusters Score -5778314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5778309.000000 Penalty: 3487.238037
	Iteration 27Q: 3 clusters Score -5778309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5778318.000000 Penalty: 3487.238037
	Iteration 28Q: 3 clusters Score -5778318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5778314.500000 Penalty: 3487.238037
	Iteration 29Q: 3 clusters Score -5778314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5778319.500000 Penalty: 3487.238037
	Iteration 30Q: 3 clusters Score -5778320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5778322.000000 Penalty: 3487.238037
	Iteration 31Q: 3 clusters Score -5778322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5778321.000000 Penalty: 3487.238037
	Iteration 32Q: 3 clusters Score -5778321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5778331.000000 Penalty: 3487.238037
	Iteration 33Q: 3 clusters Score -5778331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5778332.500000 Penalty: 3487.238037
	Iteration 34Q: 3 clusters Score -5778332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5778329.000000 Penalty: 3487.238037
	Iteration 35Q: 3 clusters Score -5778329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5778327.000000 Penalty: 3487.238037
	Iteration 36Q: 3 clusters Score -5778327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5778327.500000 Penalty: 3487.238037
	Iteration 37Q: 3 clusters Score -5778328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5778324.000000 Penalty: 3487.238037
	Iteration 38Q: 3 clusters Score -5778324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5778331.000000 Penalty: 3487.238037
	Iteration 39Q: 3 clusters Score -5778331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5778331.000000 Penalty: 3487.238037
	Iteration 40F: 3 clusters Score -5778331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -66263.140625 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -66263.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65202.949219 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -65202.95 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65411.804688 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -65411.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65490.171875 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -65490.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65536.726562 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -65536.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65579.250000 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -65579.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65598.789062 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -65598.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65609.437500 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -65609.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65615.937500 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -65615.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65616.257812 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -65616.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65616.257812 Penalty: 2058.892578
	Iteration 9F: 3 clusters Score -65616.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -781905.375000 Penalty: 1418.342896
	Iteration 0F: 2 clusters Score -781905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -777175.000000 Penalty: 2836.685791
	Iteration 0F: 3 clusters Score -777175 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -778600.812500 Penalty: 2836.685791
	Iteration 1F: 3 clusters Score -778600.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -778838.937500 Penalty: 2836.685791
	Iteration 2F: 3 clusters Score -778838.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -779016.500000 Penalty: 2836.685791
	Iteration 3F: 3 clusters Score -779016.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -779158.125000 Penalty: 2836.685791
	Iteration 4Q: 3 clusters Score -779158.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -779288.937500 Penalty: 2836.685791
	Iteration 5Q: 3 clusters Score -779288.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -779398.937500 Penalty: 2836.685791
	Iteration 6Q: 3 clusters Score -779398.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -779509.125000 Penalty: 2836.685791
	Iteration 7Q: 3 clusters Score -779509.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -779603.062500 Penalty: 2836.685791
	Iteration 8Q: 3 clusters Score -779603.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -779706.812500 Penalty: 2836.685791
	Iteration 9Q: 3 clusters Score -779706.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -779830.500000 Penalty: 2836.685791
	Iteration 10Q: 3 clusters Score -779830.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -779967.375000 Penalty: 2836.685791
	Iteration 11Q: 3 clusters Score -779967.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -780116.312500 Penalty: 2836.685791
	Iteration 12Q: 3 clusters Score -780116.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -780285.000000 Penalty: 2836.685791
	Iteration 13Q: 3 clusters Score -780285 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -780456.625000 Penalty: 2836.685791
	Iteration 14Q: 3 clusters Score -780456.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -780596.687500 Penalty: 2836.685791
	Iteration 15Q: 3 clusters Score -780596.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -780709.812500 Penalty: 2836.685791
	Iteration 16Q: 3 clusters Score -780709.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -780811.312500 Penalty: 2836.685791
	Iteration 17Q: 3 clusters Score -780811.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -780938.562500 Penalty: 2836.685791
	Iteration 18Q: 3 clusters Score -780938.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -781056.000000 Penalty: 2836.685791
	Iteration 19Q: 3 clusters Score -781056 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -781143.687500 Penalty: 2836.685791
	Iteration 20F: 3 clusters Score -781143.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -781191.312500 Penalty: 2836.685791
	Iteration 21Q: 3 clusters Score -781191.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -781221.812500 Penalty: 2836.685791
	Iteration 22Q: 3 clusters Score -781221.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -781244.312500 Penalty: 2836.685791
	Iteration 23Q: 3 clusters Score -781244.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -781254.125000 Penalty: 2836.685791
	Iteration 24Q: 3 clusters Score -781254.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -781255.562500 Penalty: 2836.685791
	Iteration 25Q: 3 clusters Score -781255.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -781258.250000 Penalty: 2836.685791
	Iteration 26Q: 3 clusters Score -781258.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -781260.125000 Penalty: 2836.685791
	Iteration 27Q: 3 clusters Score -781260.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -781261.000000 Penalty: 2836.685791
	Iteration 28Q: 3 clusters Score -781261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -781261.250000 Penalty: 2836.685791
	Iteration 29Q: 3 clusters Score -781261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -781262.562500 Penalty: 2836.685791
	Iteration 30Q: 3 clusters Score -781262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -781261.500000 Penalty: 2836.685791
	Iteration 31Q: 3 clusters Score -781261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -781262.562500 Penalty: 2836.685791
	Iteration 32Q: 3 clusters Score -781262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -781262.562500 Penalty: 2836.685791
	Iteration 33F: 3 clusters Score -781262.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Entering Unmasked Estep 
Score: -6100909.000000 Penalty: 1749.820679
	Iteration 0F: 2 clusters Score -6100909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -6069278.500000 Penalty: 3499.641357
	Iteration 0F: 3 clusters Score -6069278 nChanged 22177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -6081559.000000 Penalty: 3499.641357
	Iteration 1F: 3 clusters Score -6081559 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -6082010.500000 Penalty: 3499.641357
	Iteration 2Q: 3 clusters Score -6082010 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -6082471.000000 Penalty: 3499.641357
	Iteration 3Q: 3 clusters Score -6082471 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -6082998.000000 Penalty: 3499.641357
	Iteration 4Q: 3 clusters Score -6082998 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -6083791.000000 Penalty: 3499.641357
	Iteration 5Q: 3 clusters Score -6083791 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -6084844.500000 Penalty: 3499.641357
	Iteration 6Q: 3 clusters Score -6084844 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -6086417.500000 Penalty: 3499.641357
	Iteration 7Q: 3 clusters Score -6086418 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -6088542.000000 Penalty: 3499.641357
	Iteration 8F: 3 clusters Score -6088542 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -6090944.500000 Penalty: 3499.641357
	Iteration 9F: 3 clusters Score -6090944 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -6092791.000000 Penalty: 3499.641357
	Iteration 10F: 3 clusters Score -6092791 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -6093972.000000 Penalty: 3499.641357
	Iteration 11Q: 3 clusters Score -6093972 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -6094519.000000 Penalty: 3499.641357
	Iteration 12Q: 3 clusters Score -6094519 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -6094788.500000 Penalty: 3499.641357
	Iteration 13Q: 3 clusters Score -6094788 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -6094958.000000 Penalty: 3499.641357
	Iteration 14Q: 3 clusters Score -6094958 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -6095162.000000 Penalty: 3499.641357
	Iteration 15Q: 3 clusters Score -6095162 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -6095318.000000 Penalty: 3499.641357
	Iteration 16Q: 3 clusters Score -6095318 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -6095467.500000 Penalty: 3499.641357
	Iteration 17Q: 3 clusters Score -6095468 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -6095614.000000 Penalty: 3499.641357
	Iteration 18Q: 3 clusters Score -6095614 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -6095702.000000 Penalty: 3499.641357
	Iteration 19Q: 3 clusters Score -6095702 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -6095781.000000 Penalty: 3499.641357
	Iteration 20F: 3 clusters Score -6095781 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -6095858.000000 Penalty: 3499.641357
	Iteration 21Q: 3 clusters Score -6095858 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -6095904.500000 Penalty: 3499.641357
	Iteration 22Q: 3 clusters Score -6095904 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -6095964.500000 Penalty: 3499.641357
	Iteration 23Q: 3 clusters Score -6095964 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -6096010.000000 Penalty: 3499.641357
	Iteration 24Q: 3 clusters Score -6096010 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -6096064.500000 Penalty: 3499.641357
	Iteration 25Q: 3 clusters Score -6096064 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -6096072.000000 Penalty: 3499.641357
	Iteration 26Q: 3 clusters Score -6096072 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -6096101.000000 Penalty: 3499.641357
	Iteration 27Q: 3 clusters Score -6096101 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -6096126.500000 Penalty: 3499.641357
	Iteration 28Q: 3 clusters Score -6096126 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -6096139.000000 Penalty: 3499.641357
	Iteration 29Q: 3 clusters Score -6096139 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -6096182.500000 Penalty: 3499.641357
	Iteration 30Q: 3 clusters Score -6096182 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -6096205.500000 Penalty: 3499.641357
	Iteration 31Q: 3 clusters Score -6096206 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -6096205.000000 Penalty: 3499.641357
	Iteration 32Q: 3 clusters Score -6096205 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -6096221.500000 Penalty: 3499.641357
	Iteration 33Q: 3 clusters Score -6096222 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -6096243.000000 Penalty: 3499.641357
	Iteration 34Q: 3 clusters Score -6096243 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -6096248.500000 Penalty: 3499.641357
	Iteration 35Q: 3 clusters Score -6096248 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -6096260.500000 Penalty: 3499.641357
	Iteration 36Q: 3 clusters Score -6096260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -6096264.000000 Penalty: 3499.641357
	Iteration 37Q: 3 clusters Score -6096264 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -6096295.000000 Penalty: 3499.641357
	Iteration 38Q: 3 clusters Score -6096295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -6096288.000000 Penalty: 3499.641357
	Iteration 39Q: 3 clusters Score -6096288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -6096293.000000 Penalty: 3499.641357
	Iteration 40F: 3 clusters Score -6096293 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -6096326.500000 Penalty: 3499.641357
	Iteration 41Q: 3 clusters Score -6096326 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -6096318.000000 Penalty: 3499.641357
	Iteration 42Q: 3 clusters Score -6096318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -6096313.000000 Penalty: 3499.641357
	Iteration 43Q: 3 clusters Score -6096313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6096302.000000 Penalty: 3499.641357
	Iteration 44Q: 3 clusters Score -6096302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -6096319.500000 Penalty: 3499.641357
	Iteration 45Q: 3 clusters Score -6096320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -6096328.000000 Penalty: 3499.641357
	Iteration 46Q: 3 clusters Score -6096328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -6096355.500000 Penalty: 3499.641357
	Iteration 47Q: 3 clusters Score -6096356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -6096359.000000 Penalty: 3499.641357
	Iteration 48Q: 3 clusters Score -6096359 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6096377.000000 Penalty: 3499.641357
	Iteration 49Q: 3 clusters Score -6096377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -6096375.000000 Penalty: 3499.641357
	Iteration 50Q: 3 clusters Score -6096375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -6096368.500000 Penalty: 3499.641357
	Iteration 51Q: 3 clusters Score -6096368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -6096374.500000 Penalty: 3499.641357
	Iteration 52Q: 3 clusters Score -6096374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -6096387.500000 Penalty: 3499.641357
	Iteration 53Q: 3 clusters Score -6096388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -6096399.000000 Penalty: 3499.641357
	Iteration 54Q: 3 clusters Score -6096399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -6096411.000000 Penalty: 3499.641357
	Iteration 55Q: 3 clusters Score -6096411 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -6096416.000000 Penalty: 3499.641357
	Iteration 56Q: 3 clusters Score -6096416 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6096430 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6096442 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6096443 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6096437 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6096424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6096438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -6096434.500000 Penalty: 3499.641357
	Iteration 63Q: 3 clusters Score -6096434 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -6096451.500000 Penalty: 3499.641357
	Iteration 64Q: 3 clusters Score -6096452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6096460 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6096458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6096454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -6096445.500000 Penalty: 3499.641357
	Iteration 68Q: 3 clusters Score -6096446 nChanged 138
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Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -6096459.500000 Penalty: 3499.641357
	Iteration 69Q: 3 clusters Score -6096460 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6096508 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6096496 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6096538 nChanged 201
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Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6096562 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6096581 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6096606 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6096642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6096663 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6096692 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6096688 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -6096721.500000 Penalty: 3499.641357
	Iteration 80F: 3 clusters Score -6096722 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6096752 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6096752 nChanged 307
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Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6096804 nChanged 303
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6096852 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6096924 nChanged 327
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Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6096965 nChanged 350
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Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6097004 nChanged 364
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Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6097070 nChanged 415
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Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6097136 nChanged 392
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Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6097164 nChanged 392
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Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6097184 nChanged 386
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Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6097202 nChanged 356
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6097204 nChanged 329
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Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6097236 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6097296 nChanged 333
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Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6097314 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6097337 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6097384 nChanged 330
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6097404 nChanged 336
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Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6097410 nChanged 351
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Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6097451 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6097478 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6097512 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6097522 nChanged 339
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Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6097573 nChanged 337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6097644 nChanged 366
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Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6097652 nChanged 374
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Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6097696 nChanged 360
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Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6097738 nChanged 366
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Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6097752 nChanged 377
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Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6097794 nChanged 377
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Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6097860 nChanged 393
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Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6097878 nChanged 388
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Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6097940 nChanged 425
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Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6097984 nChanged 404
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Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6098020 nChanged 367
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Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6098072 nChanged 375
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Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6098117 nChanged 372
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Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6098172 nChanged 363
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Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -6098204.500000 Penalty: 3499.641357
	Iteration 120F: 3 clusters Score -6098204 nChanged 330
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Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6098275 nChanged 324
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Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6098338 nChanged 330
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Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6098427 nChanged 341
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Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6098482 nChanged 318
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Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6098515 nChanged 319
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Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6098574 nChanged 320
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Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6098636 nChanged 319
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Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6098696 nChanged 298
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Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6098756 nChanged 317
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Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6098818 nChanged 306
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Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 7685 members 
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	Iteration 131Q: 3 clusters Score -6098873 nChanged 327
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Mstep: Class 1 contains 40125 members 
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Entering Unmasked Estep 
Score: -6098933.500000 Penalty: 3499.641357
	Iteration 132Q: 3 clusters Score -6098934 nChanged 318
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	Iteration 133Q: 3 clusters Score -6099013 nChanged 308
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Mstep: Class 1 contains 40751 members 
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Score: -6099081.500000 Penalty: 3499.641357
	Iteration 134Q: 3 clusters Score -6099082 nChanged 253
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Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6099142 nChanged 203
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Mstep: Class 1 contains 41207 members 
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	Iteration 136Q: 3 clusters Score -6099194 nChanged 194
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Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6099228 nChanged 186
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Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6099244 nChanged 159
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Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 5737 members 
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	Iteration 139Q: 3 clusters Score -6099266 nChanged 140
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Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -6099301.000000 Penalty: 3499.641357
	Iteration 140F: 3 clusters Score -6099301 nChanged 131
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Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6099308 nChanged 109
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Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -6099328.000000 Penalty: 3499.641357
	Iteration 142Q: 3 clusters Score -6099328 nChanged 130
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Mstep: Class 1 contains 42256 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6099338 nChanged 138
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Mstep: Class 1 contains 42394 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6099344 nChanged 123
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Mstep: Class 1 contains 42517 members 
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	Iteration 145Q: 3 clusters Score -6099348 nChanged 138
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Mstep: Class 1 contains 42653 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6099364 nChanged 126
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Mstep: Class 1 contains 42779 members 
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Entering Unmasked Estep 
Score: -6099392.500000 Penalty: 3499.641357
	Iteration 147Q: 3 clusters Score -6099392 nChanged 117
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Mstep: Class 1 contains 42896 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6099414 nChanged 119
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Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6099418 nChanged 109
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6099542 nChanged 63
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6099568 nChanged 55
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6099590 nChanged 58
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6099603 nChanged 53
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	Iteration 166Q: 3 clusters Score -6099608 nChanged 60
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6099603 nChanged 54
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6099622 nChanged 59
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Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6099647 nChanged 48
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6099654 nChanged 42
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Mstep: Class 1 contains 44553 members 
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	Iteration 171Q: 3 clusters Score -6099653 nChanged 34
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	Iteration 172Q: 3 clusters Score -6099646 nChanged 42
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	Iteration 173Q: 3 clusters Score -6099661 nChanged 39
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	Iteration 174Q: 3 clusters Score -6099654 nChanged 40
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	Iteration 178Q: 3 clusters Score -6099689 nChanged 51
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	Iteration 179Q: 3 clusters Score -6099685 nChanged 55
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Mstep: Class 1 contains 44941 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6099700 nChanged 67
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6099710 nChanged 63
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Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6099728 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45118 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6099728 nChanged 42
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6099746 nChanged 36
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6099759 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6099768 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6099771 nChanged 27
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Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6099772 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6099770 nChanged 22
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Mstep: Class 1 contains 45332 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6099770 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6099775 nChanged 12
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Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6099773 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45372 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6099764 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6099756 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6099757 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6099758 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6099758 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6099760 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6099758 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6099761.500000 Penalty: 3499.641357
	Iteration 200F: 3 clusters Score -6099762 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6099760 nChanged 1
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	Iteration 202Q: 3 clusters Score -6099762 nChanged 1
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6099762 nChanged 5
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	Iteration 205Q: 3 clusters Score -6099760 nChanged 5
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Mstep: Class 1 contains 45434 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6099762 nChanged 6
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6099762 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6099764 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6099770 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6099773 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6099772 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -6099767 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -6099766 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -6099778 nChanged 11
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Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6099778 nChanged 8
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Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6099777 nChanged 8
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Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -6099776 nChanged 6
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Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -6099771 nChanged 6
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Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6099772 nChanged 9
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Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -6099775 nChanged 2
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Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -6099774 nChanged 3
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Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6099771 nChanged 2
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Mstep: Class 2 contains 1907 members 
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	Iteration 223Q: 3 clusters Score -6099771 nChanged 1
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Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -6099768 nChanged 1
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Mstep: Class 2 contains 1905 members 
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	Iteration 225Q: 3 clusters Score -6099770 nChanged 2
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Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -6099772 nChanged 2
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Mstep: Class 2 contains 1901 members 
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	Iteration 227Q: 3 clusters Score -6099771 nChanged 1
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	Iteration 228Q: 3 clusters Score -6099769 nChanged 0
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	Iteration 229F: 3 clusters Score -6099769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -1.043035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Mstep: Class 1 contains 40493 members 
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Mstep: Class 1 contains 36884 members 
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	Iteration 1F: 3 clusters Score -1.040288e+07 nChanged 3250
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	Iteration 2Q: 3 clusters Score -1.040386e+07 nChanged 3825
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Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 50010 members 
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	Iteration 3Q: 3 clusters Score -1.040516e+07 nChanged 4819
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Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1.040751e+07 nChanged 5631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -10411117.000000 Penalty: 3675.052734
	Iteration 5F: 3 clusters Score -1.041112e+07 nChanged 5980
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -10415880.000000 Penalty: 3675.052734
	Iteration 6F: 3 clusters Score -1.041588e+07 nChanged 5280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1.042158e+07 nChanged 4183
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Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1.042571e+07 nChanged 3040
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Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1.042756e+07 nChanged 1825
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1.04283e+07 nChanged 1002
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -10428525.000000 Penalty: 3675.052734
	Iteration 11Q: 3 clusters Score -1.042852e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10428634.000000 Penalty: 3675.052734
	Iteration 12Q: 3 clusters Score -1.042863e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -10428695.000000 Penalty: 3675.052734
	Iteration 13Q: 3 clusters Score -1.04287e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -10428771.000000 Penalty: 3675.052734
	Iteration 14Q: 3 clusters Score -1.042877e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -10428810.000000 Penalty: 3675.052734
	Iteration 15Q: 3 clusters Score -1.042881e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -10428837.000000 Penalty: 3675.052734
	Iteration 16Q: 3 clusters Score -1.042884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -10428871.000000 Penalty: 3675.052734
	Iteration 17Q: 3 clusters Score -1.042887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -10428871.000000 Penalty: 3675.052734
	Iteration 18Q: 3 clusters Score -1.042887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -10428875.000000 Penalty: 3675.052734
	Iteration 19Q: 3 clusters Score -1.042888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -10428878.000000 Penalty: 3675.052734
	Iteration 20F: 3 clusters Score -1.042888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Entering Unmasked Estep 
Score: -6452731.000000 Penalty: 1758.684448
	Iteration 0F: 2 clusters Score -6452731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6420085.500000 Penalty: 3517.368896
	Iteration 0F: 3 clusters Score -6420086 nChanged 23486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -6433317.000000 Penalty: 3517.368896
	Iteration 1F: 3 clusters Score -6433317 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -6434047.000000 Penalty: 3517.368896
	Iteration 2Q: 3 clusters Score -6434047 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -6435091.000000 Penalty: 3517.368896
	Iteration 3Q: 3 clusters Score -6435091 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -6436752.000000 Penalty: 3517.368896
	Iteration 4F: 3 clusters Score -6436752 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -6439494.500000 Penalty: 3517.368896
	Iteration 5F: 3 clusters Score -6439494 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -6442842.000000 Penalty: 3517.368896
	Iteration 6F: 3 clusters Score -6442842 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -6446062.500000 Penalty: 3517.368896
	Iteration 7F: 3 clusters Score -6446062 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -6448186.000000 Penalty: 3517.368896
	Iteration 8F: 3 clusters Score -6448186 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -6449406.500000 Penalty: 3517.368896
	Iteration 9Q: 3 clusters Score -6449406 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -6450055.000000 Penalty: 3517.368896
	Iteration 10Q: 3 clusters Score -6450055 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6450425.500000 Penalty: 3517.368896
	Iteration 11Q: 3 clusters Score -6450426 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -6450644.500000 Penalty: 3517.368896
	Iteration 12Q: 3 clusters Score -6450644 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -6450820.000000 Penalty: 3517.368896
	Iteration 13Q: 3 clusters Score -6450820 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -6450952.500000 Penalty: 3517.368896
	Iteration 14Q: 3 clusters Score -6450952 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6451050.500000 Penalty: 3517.368896
	Iteration 15Q: 3 clusters Score -6451050 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -6451126.500000 Penalty: 3517.368896
	Iteration 16Q: 3 clusters Score -6451126 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -6451192.500000 Penalty: 3517.368896
	Iteration 17Q: 3 clusters Score -6451192 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -6451254.500000 Penalty: 3517.368896
	Iteration 18Q: 3 clusters Score -6451254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6451299.000000 Penalty: 3517.368896
	Iteration 19Q: 3 clusters Score -6451299 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -6451344.500000 Penalty: 3517.368896
	Iteration 20F: 3 clusters Score -6451344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -6451377.500000 Penalty: 3517.368896
	Iteration 21Q: 3 clusters Score -6451378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -6451379.500000 Penalty: 3517.368896
	Iteration 22Q: 3 clusters Score -6451380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -6451394.000000 Penalty: 3517.368896
	Iteration 23Q: 3 clusters Score -6451394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -6451415.000000 Penalty: 3517.368896
	Iteration 24Q: 3 clusters Score -6451415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -6451434.000000 Penalty: 3517.368896
	Iteration 25Q: 3 clusters Score -6451434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -6451456.000000 Penalty: 3517.368896
	Iteration 26Q: 3 clusters Score -6451456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -6451457.000000 Penalty: 3517.368896
	Iteration 27Q: 3 clusters Score -6451457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -6451457.000000 Penalty: 3517.368896
	Iteration 28Q: 3 clusters Score -6451457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6451451.500000 Penalty: 3517.368896
	Iteration 29Q: 3 clusters Score -6451452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -6451450.500000 Penalty: 3517.368896
	Iteration 30Q: 3 clusters Score -6451450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -6451450.500000 Penalty: 3517.368896
	Iteration 31Q: 3 clusters Score -6451450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -6451455.000000 Penalty: 3517.368896
	Iteration 32Q: 3 clusters Score -6451455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -6451457.500000 Penalty: 3517.368896
	Iteration 33Q: 3 clusters Score -6451458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -6451454.500000 Penalty: 3517.368896
	Iteration 34Q: 3 clusters Score -6451454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -6451454.500000 Penalty: 3517.368896
	Iteration 35F: 3 clusters Score -6451454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Entering Unmasked Estep 
Score: -7546215.000000 Penalty: 1787.217163
	Iteration 0F: 2 clusters Score -7546215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -7506734.000000 Penalty: 3574.434326
	Iteration 0F: 3 clusters Score -7506734 nChanged 28107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -7523259.000000 Penalty: 3574.434326
	Iteration 1F: 3 clusters Score -7523259 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -7524068.500000 Penalty: 3574.434326
	Iteration 2Q: 3 clusters Score -7524068 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -7525303.500000 Penalty: 3574.434326
	Iteration 3Q: 3 clusters Score -7525304 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -7527275.000000 Penalty: 3574.434326
	Iteration 4F: 3 clusters Score -7527275 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -7530020.000000 Penalty: 3574.434326
	Iteration 5F: 3 clusters Score -7530020 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -7533255.000000 Penalty: 3574.434326
	Iteration 6F: 3 clusters Score -7533255 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -7535741.000000 Penalty: 3574.434326
	Iteration 7F: 3 clusters Score -7535741 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -7537270.500000 Penalty: 3574.434326
	Iteration 8Q: 3 clusters Score -7537270 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -7538107.000000 Penalty: 3574.434326
	Iteration 9Q: 3 clusters Score -7538107 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -7538704.500000 Penalty: 3574.434326
	Iteration 10Q: 3 clusters Score -7538704 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -7539169.000000 Penalty: 3574.434326
	Iteration 11Q: 3 clusters Score -7539169 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -7539706.500000 Penalty: 3574.434326
	Iteration 12Q: 3 clusters Score -7539706 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -7540221.000000 Penalty: 3574.434326
	Iteration 13Q: 3 clusters Score -7540221 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -7540823.500000 Penalty: 3574.434326
	Iteration 14Q: 3 clusters Score -7540824 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -7541404.500000 Penalty: 3574.434326
	Iteration 15Q: 3 clusters Score -7541404 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -7542070.500000 Penalty: 3574.434326
	Iteration 16Q: 3 clusters Score -7542070 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -7542776.500000 Penalty: 3574.434326
	Iteration 17Q: 3 clusters Score -7542776 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -7543420.500000 Penalty: 3574.434326
	Iteration 18Q: 3 clusters Score -7543420 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -7543920.500000 Penalty: 3574.434326
	Iteration 19Q: 3 clusters Score -7543920 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -7544368.000000 Penalty: 3574.434326
	Iteration 20F: 3 clusters Score -7544368 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -7544649.000000 Penalty: 3574.434326
	Iteration 21Q: 3 clusters Score -7544649 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -7544872.000000 Penalty: 3574.434326
	Iteration 22Q: 3 clusters Score -7544872 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -7545031.500000 Penalty: 3574.434326
	Iteration 23Q: 3 clusters Score -7545032 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -7545072.500000 Penalty: 3574.434326
	Iteration 24Q: 3 clusters Score -7545072 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -7545118.000000 Penalty: 3574.434326
	Iteration 25Q: 3 clusters Score -7545118 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -7545160.000000 Penalty: 3574.434326
	Iteration 26Q: 3 clusters Score -7545160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -7545204.500000 Penalty: 3574.434326
	Iteration 27Q: 3 clusters Score -7545204 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7545236.500000 Penalty: 3574.434326
	Iteration 28Q: 3 clusters Score -7545236 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -7545249.500000 Penalty: 3574.434326
	Iteration 29Q: 3 clusters Score -7545250 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -7545260.000000 Penalty: 3574.434326
	Iteration 30Q: 3 clusters Score -7545260 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -7545266.500000 Penalty: 3574.434326
	Iteration 31Q: 3 clusters Score -7545266 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -7545285.000000 Penalty: 3574.434326
	Iteration 32Q: 3 clusters Score -7545285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -7545290.000000 Penalty: 3574.434326
	Iteration 33Q: 3 clusters Score -7545290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -7545298.500000 Penalty: 3574.434326
	Iteration 34Q: 3 clusters Score -7545298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -7545305.500000 Penalty: 3574.434326
	Iteration 35Q: 3 clusters Score -7545306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7545284.500000 Penalty: 3574.434326
	Iteration 36Q: 3 clusters Score -7545284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -7545295.500000 Penalty: 3574.434326
	Iteration 37Q: 3 clusters Score -7545296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -7545302.000000 Penalty: 3574.434326
	Iteration 38Q: 3 clusters Score -7545302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -7545300.000000 Penalty: 3574.434326
	Iteration 39Q: 3 clusters Score -7545300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -7545302.000000 Penalty: 3574.434326
	Iteration 40F: 3 clusters Score -7545302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -7545304.000000 Penalty: 3574.434326
	Iteration 41Q: 3 clusters Score -7545304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -7545315.500000 Penalty: 3574.434326
	Iteration 42Q: 3 clusters Score -7545316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -7545324.000000 Penalty: 3574.434326
	Iteration 43Q: 3 clusters Score -7545324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -7545314.500000 Penalty: 3574.434326
	Iteration 44Q: 3 clusters Score -7545314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -7545308.000000 Penalty: 3574.434326
	Iteration 45Q: 3 clusters Score -7545308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -7545301.000000 Penalty: 3574.434326
	Iteration 46Q: 3 clusters Score -7545301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -7545292.000000 Penalty: 3574.434326
	Iteration 47Q: 3 clusters Score -7545292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -7545301.500000 Penalty: 3574.434326
	Iteration 48Q: 3 clusters Score -7545302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -7545295.500000 Penalty: 3574.434326
	Iteration 49Q: 3 clusters Score -7545296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -7545299.000000 Penalty: 3574.434326
	Iteration 50Q: 3 clusters Score -7545299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -7545306.500000 Penalty: 3574.434326
	Iteration 51Q: 3 clusters Score -7545306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -7545294.000000 Penalty: 3574.434326
	Iteration 52Q: 3 clusters Score -7545294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -7545296.500000 Penalty: 3574.434326
	Iteration 53Q: 3 clusters Score -7545296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -7545301.500000 Penalty: 3574.434326
	Iteration 54Q: 3 clusters Score -7545302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7545293.500000 Penalty: 3574.434326
	Iteration 55Q: 3 clusters Score -7545294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7545291.500000 Penalty: 3574.434326
	Iteration 56Q: 3 clusters Score -7545292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -7545290.000000 Penalty: 3574.434326
	Iteration 57Q: 3 clusters Score -7545290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -7545293.000000 Penalty: 3574.434326
	Iteration 58Q: 3 clusters Score -7545293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7545292.500000 Penalty: 3574.434326
	Iteration 59Q: 3 clusters Score -7545292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -7545297.000000 Penalty: 3574.434326
	Iteration 60F: 3 clusters Score -7545297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -7545301.500000 Penalty: 3574.434326
	Iteration 61Q: 3 clusters Score -7545302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -7545295.500000 Penalty: 3574.434326
	Iteration 62Q: 3 clusters Score -7545296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -7545296.000000 Penalty: 3574.434326
	Iteration 63Q: 3 clusters Score -7545296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -7545295.000000 Penalty: 3574.434326
	Iteration 64Q: 3 clusters Score -7545295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7545301.000000 Penalty: 3574.434326
	Iteration 65Q: 3 clusters Score -7545301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -7545294.500000 Penalty: 3574.434326
	Iteration 66Q: 3 clusters Score -7545294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -7545302.000000 Penalty: 3574.434326
	Iteration 67Q: 3 clusters Score -7545302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -7545299.500000 Penalty: 3574.434326
	Iteration 68Q: 3 clusters Score -7545300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7545300.500000 Penalty: 3574.434326
	Iteration 69Q: 3 clusters Score -7545300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7545307.000000 Penalty: 3574.434326
	Iteration 70Q: 3 clusters Score -7545307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -7545311.500000 Penalty: 3574.434326
	Iteration 71Q: 3 clusters Score -7545312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7545323.000000 Penalty: 3574.434326
	Iteration 72Q: 3 clusters Score -7545323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7545320.000000 Penalty: 3574.434326
	Iteration 73Q: 3 clusters Score -7545320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -7545318.500000 Penalty: 3574.434326
	Iteration 74Q: 3 clusters Score -7545318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -7545320.500000 Penalty: 3574.434326
	Iteration 75Q: 3 clusters Score -7545320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -7545317.500000 Penalty: 3574.434326
	Iteration 76Q: 3 clusters Score -7545318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -7545315.000000 Penalty: 3574.434326
	Iteration 77Q: 3 clusters Score -7545315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -7545311.000000 Penalty: 3574.434326
	Iteration 78Q: 3 clusters Score -7545311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -7545310.500000 Penalty: 3574.434326
	Iteration 79Q: 3 clusters Score -7545310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -7545324.500000 Penalty: 3574.434326
	Iteration 80F: 3 clusters Score -7545324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -7545323.500000 Penalty: 3574.434326
	Iteration 81Q: 3 clusters Score -7545324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -7545323.500000 Penalty: 3574.434326
	Iteration 82F: 3 clusters Score -7545324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Entering Unmasked Estep 
Score: -3468421.000000 Penalty: 1659.067871
	Iteration 0F: 2 clusters Score -3468421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3449922.000000 Penalty: 3318.135742
	Iteration 0F: 3 clusters Score -3449922 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3456823.500000 Penalty: 3318.135742
	Iteration 1F: 3 clusters Score -3456824 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3457148.000000 Penalty: 3318.135742
	Iteration 2Q: 3 clusters Score -3457148 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3457538.000000 Penalty: 3318.135742
	Iteration 3Q: 3 clusters Score -3457538 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3458024.000000 Penalty: 3318.135742
	Iteration 4Q: 3 clusters Score -3458024 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3458663.000000 Penalty: 3318.135742
	Iteration 5Q: 3 clusters Score -3458663 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3459595.250000 Penalty: 3318.135742
	Iteration 6F: 3 clusters Score -3459595 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3460971.000000 Penalty: 3318.135742
	Iteration 7F: 3 clusters Score -3460971 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3462736.250000 Penalty: 3318.135742
	Iteration 8F: 3 clusters Score -3462736 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3464494.750000 Penalty: 3318.135742
	Iteration 9F: 3 clusters Score -3464495 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3465685.750000 Penalty: 3318.135742
	Iteration 10Q: 3 clusters Score -3465686 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3466273.750000 Penalty: 3318.135742
	Iteration 11Q: 3 clusters Score -3466274 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3466558.750000 Penalty: 3318.135742
	Iteration 12Q: 3 clusters Score -3466559 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3466695.750000 Penalty: 3318.135742
	Iteration 13Q: 3 clusters Score -3466696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3466774.250000 Penalty: 3318.135742
	Iteration 14Q: 3 clusters Score -3466774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3466851.500000 Penalty: 3318.135742
	Iteration 15Q: 3 clusters Score -3466852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3466899.500000 Penalty: 3318.135742
	Iteration 16Q: 3 clusters Score -3466900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3466935.250000 Penalty: 3318.135742
	Iteration 17Q: 3 clusters Score -3466935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3466967.000000 Penalty: 3318.135742
	Iteration 18Q: 3 clusters Score -3466967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3466986.250000 Penalty: 3318.135742
	Iteration 19Q: 3 clusters Score -3466986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3467000.500000 Penalty: 3318.135742
	Iteration 20F: 3 clusters Score -3467000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3467012.250000 Penalty: 3318.135742
	Iteration 21Q: 3 clusters Score -3467012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3467012.750000 Penalty: 3318.135742
	Iteration 22Q: 3 clusters Score -3467013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3467017.750000 Penalty: 3318.135742
	Iteration 23Q: 3 clusters Score -3467018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3467017.750000 Penalty: 3318.135742
	Iteration 24F: 3 clusters Score -3467018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Entering Unmasked Estep 
Score: -704718.187500 Penalty: 1407.122070
	Iteration 0F: 2 clusters Score -704718.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -700260.500000 Penalty: 2814.244141
	Iteration 0F: 3 clusters Score -700260.5 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -701578.312500 Penalty: 2814.244141
	Iteration 1F: 3 clusters Score -701578.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -701746.562500 Penalty: 2814.244141
	Iteration 2F: 3 clusters Score -701746.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -701859.312500 Penalty: 2814.244141
	Iteration 3Q: 3 clusters Score -701859.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -701946.562500 Penalty: 2814.244141
	Iteration 4Q: 3 clusters Score -701946.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -702026.375000 Penalty: 2814.244141
	Iteration 5Q: 3 clusters Score -702026.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -702112.750000 Penalty: 2814.244141
	Iteration 6Q: 3 clusters Score -702112.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -702232.062500 Penalty: 2814.244141
	Iteration 7Q: 3 clusters Score -702232.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -702355.625000 Penalty: 2814.244141
	Iteration 8Q: 3 clusters Score -702355.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -702505.125000 Penalty: 2814.244141
	Iteration 9Q: 3 clusters Score -702505.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -702644.062500 Penalty: 2814.244141
	Iteration 10Q: 3 clusters Score -702644.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -702777.625000 Penalty: 2814.244141
	Iteration 11Q: 3 clusters Score -702777.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -702899.562500 Penalty: 2814.244141
	Iteration 12Q: 3 clusters Score -702899.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -703012.312500 Penalty: 2814.244141
	Iteration 13Q: 3 clusters Score -703012.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -703106.812500 Penalty: 2814.244141
	Iteration 14Q: 3 clusters Score -703106.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -703207.062500 Penalty: 2814.244141
	Iteration 15Q: 3 clusters Score -703207.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -703281.937500 Penalty: 2814.244141
	Iteration 16Q: 3 clusters Score -703281.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -703336.812500 Penalty: 2814.244141
	Iteration 17Q: 3 clusters Score -703336.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -703395.687500 Penalty: 2814.244141
	Iteration 18Q: 3 clusters Score -703395.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -703453.750000 Penalty: 2814.244141
	Iteration 19Q: 3 clusters Score -703453.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -703508.437500 Penalty: 2814.244141
	Iteration 20F: 3 clusters Score -703508.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -703537.000000 Penalty: 2814.244141
	Iteration 21Q: 3 clusters Score -703537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -703559.937500 Penalty: 2814.244141
	Iteration 22Q: 3 clusters Score -703559.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -703577.437500 Penalty: 2814.244141
	Iteration 23Q: 3 clusters Score -703577.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -703591.625000 Penalty: 2814.244141
	Iteration 24Q: 3 clusters Score -703591.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -703607.937500 Penalty: 2814.244141
	Iteration 25Q: 3 clusters Score -703607.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -703618.375000 Penalty: 2814.244141
	Iteration 26Q: 3 clusters Score -703618.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -703625.937500 Penalty: 2814.244141
	Iteration 27Q: 3 clusters Score -703625.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -703630.687500 Penalty: 2814.244141
	Iteration 28Q: 3 clusters Score -703630.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -703638.250000 Penalty: 2814.244141
	Iteration 29Q: 3 clusters Score -703638.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -703642.750000 Penalty: 2814.244141
	Iteration 30Q: 3 clusters Score -703642.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -703646.937500 Penalty: 2814.244141
	Iteration 31Q: 3 clusters Score -703646.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -703651.000000 Penalty: 2814.244141
	Iteration 32Q: 3 clusters Score -703651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -703654.812500 Penalty: 2814.244141
	Iteration 33Q: 3 clusters Score -703654.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -703656.250000 Penalty: 2814.244141
	Iteration 34Q: 3 clusters Score -703656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -703657.250000 Penalty: 2814.244141
	Iteration 35Q: 3 clusters Score -703657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -703658.062500 Penalty: 2814.244141
	Iteration 36Q: 3 clusters Score -703658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -703659.000000 Penalty: 2814.244141
	Iteration 37Q: 3 clusters Score -703659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -703661.437500 Penalty: 2814.244141
	Iteration 38Q: 3 clusters Score -703661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -703662.375000 Penalty: 2814.244141
	Iteration 39Q: 3 clusters Score -703662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -703661.375000 Penalty: 2814.244141
	Iteration 40F: 3 clusters Score -703661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -703662.937500 Penalty: 2814.244141
	Iteration 41Q: 3 clusters Score -703662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -703662.750000 Penalty: 2814.244141
	Iteration 42Q: 3 clusters Score -703662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -703662.750000 Penalty: 2814.244141
	Iteration 43F: 3 clusters Score -703662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Entering Unmasked Estep 
Score: -13552070.000000 Penalty: 1881.015137
	Iteration 0F: 2 clusters Score -1.355207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -13490594.000000 Penalty: 3762.030273
	Iteration 0F: 3 clusters Score -1.349059e+07 nChanged 51055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -13520731.000000 Penalty: 3762.030273
	Iteration 1F: 3 clusters Score -1.352073e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -13521817.000000 Penalty: 3762.030273
	Iteration 2Q: 3 clusters Score -1.352182e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -13522983.000000 Penalty: 3762.030273
	Iteration 3Q: 3 clusters Score -1.352298e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -13524631.000000 Penalty: 3762.030273
	Iteration 4Q: 3 clusters Score -1.352463e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -13527167.000000 Penalty: 3762.030273
	Iteration 5Q: 3 clusters Score -1.352717e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -13530689.000000 Penalty: 3762.030273
	Iteration 6F: 3 clusters Score -1.353069e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -13535459.000000 Penalty: 3762.030273
	Iteration 7F: 3 clusters Score -1.353546e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -13540206.000000 Penalty: 3762.030273
	Iteration 8F: 3 clusters Score -1.354021e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -13543247.000000 Penalty: 3762.030273
	Iteration 9F: 3 clusters Score -1.354325e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -13544602.000000 Penalty: 3762.030273
	Iteration 10Q: 3 clusters Score -1.35446e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -13544980.000000 Penalty: 3762.030273
	Iteration 11Q: 3 clusters Score -1.354498e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -13545121.000000 Penalty: 3762.030273
	Iteration 12Q: 3 clusters Score -1.354512e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -13545225.000000 Penalty: 3762.030273
	Iteration 13Q: 3 clusters Score -1.354522e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -13545306.000000 Penalty: 3762.030273
	Iteration 14Q: 3 clusters Score -1.354531e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -13545317.000000 Penalty: 3762.030273
	Iteration 15Q: 3 clusters Score -1.354532e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76267 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -13545428.000000 Penalty: 3762.030273
	Iteration 16Q: 3 clusters Score -1.354543e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -13545490.000000 Penalty: 3762.030273
	Iteration 17Q: 3 clusters Score -1.354549e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -13545525.000000 Penalty: 3762.030273
	Iteration 18Q: 3 clusters Score -1.354552e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -13545570.000000 Penalty: 3762.030273
	Iteration 19Q: 3 clusters Score -1.354557e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -13545566.000000 Penalty: 3762.030273
	Iteration 20F: 3 clusters Score -1.354557e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -13545544.000000 Penalty: 3762.030273
	Iteration 21Q: 3 clusters Score -1.354554e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -13545587.000000 Penalty: 3762.030273
	Iteration 22Q: 3 clusters Score -1.354559e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -13545606.000000 Penalty: 3762.030273
	Iteration 23Q: 3 clusters Score -1.354561e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -13545638.000000 Penalty: 3762.030273
	Iteration 24Q: 3 clusters Score -1.354564e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -13545655.000000 Penalty: 3762.030273
	Iteration 25Q: 3 clusters Score -1.354566e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -13545659.000000 Penalty: 3762.030273
	Iteration 26Q: 3 clusters Score -1.354566e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -13545700.000000 Penalty: 3762.030273
	Iteration 27Q: 3 clusters Score -1.35457e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -13545719.000000 Penalty: 3762.030273
	Iteration 28Q: 3 clusters Score -1.354572e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -13545778.000000 Penalty: 3762.030273
	Iteration 29Q: 3 clusters Score -1.354578e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -13545801.000000 Penalty: 3762.030273
	Iteration 30Q: 3 clusters Score -1.35458e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -13545798.000000 Penalty: 3762.030273
	Iteration 31Q: 3 clusters Score -1.35458e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -13545822.000000 Penalty: 3762.030273
	Iteration 32Q: 3 clusters Score -1.354582e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -13545863.000000 Penalty: 3762.030273
	Iteration 33Q: 3 clusters Score -1.354586e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -13545900.000000 Penalty: 3762.030273
	Iteration 34Q: 3 clusters Score -1.35459e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -13545933.000000 Penalty: 3762.030273
	Iteration 35Q: 3 clusters Score -1.354593e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -13545924.000000 Penalty: 3762.030273
	Iteration 36Q: 3 clusters Score -1.354592e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -13545963.000000 Penalty: 3762.030273
	Iteration 37Q: 3 clusters Score -1.354596e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -13546014.000000 Penalty: 3762.030273
	Iteration 38Q: 3 clusters Score -1.354601e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -13546051.000000 Penalty: 3762.030273
	Iteration 39Q: 3 clusters Score -1.354605e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -13546046.000000 Penalty: 3762.030273
	Iteration 40F: 3 clusters Score -1.354605e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -13546060.000000 Penalty: 3762.030273
	Iteration 41Q: 3 clusters Score -1.354606e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -13546094.000000 Penalty: 3762.030273
	Iteration 42Q: 3 clusters Score -1.354609e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -13546094.000000 Penalty: 3762.030273
	Iteration 43Q: 3 clusters Score -1.354609e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -13546137.000000 Penalty: 3762.030273
	Iteration 44Q: 3 clusters Score -1.354614e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -13546159.000000 Penalty: 3762.030273
	Iteration 45Q: 3 clusters Score -1.354616e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -13546152.000000 Penalty: 3762.030273
	Iteration 46Q: 3 clusters Score -1.354615e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -13546186.000000 Penalty: 3762.030273
	Iteration 47Q: 3 clusters Score -1.354619e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -13546231.000000 Penalty: 3762.030273
	Iteration 48Q: 3 clusters Score -1.354623e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -13546202.000000 Penalty: 3762.030273
	Iteration 49Q: 3 clusters Score -1.35462e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -13546172.000000 Penalty: 3762.030273
	Iteration 50Q: 3 clusters Score -1.354617e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -13546239.000000 Penalty: 3762.030273
	Iteration 51Q: 3 clusters Score -1.354624e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -13546218.000000 Penalty: 3762.030273
	Iteration 52Q: 3 clusters Score -1.354622e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -13546279.000000 Penalty: 3762.030273
	Iteration 53Q: 3 clusters Score -1.354628e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -13546280.000000 Penalty: 3762.030273
	Iteration 54Q: 3 clusters Score -1.354628e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -13546241.000000 Penalty: 3762.030273
	Iteration 55Q: 3 clusters Score -1.354624e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -13546242.000000 Penalty: 3762.030273
	Iteration 56Q: 3 clusters Score -1.354624e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -13546263.000000 Penalty: 3762.030273
	Iteration 57Q: 3 clusters Score -1.354626e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -13546272.000000 Penalty: 3762.030273
	Iteration 58Q: 3 clusters Score -1.354627e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -13546295.000000 Penalty: 3762.030273
	Iteration 59Q: 3 clusters Score -1.35463e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -13546293.000000 Penalty: 3762.030273
	Iteration 60F: 3 clusters Score -1.354629e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -13546309.000000 Penalty: 3762.030273
	Iteration 61Q: 3 clusters Score -1.354631e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -13546342.000000 Penalty: 3762.030273
	Iteration 62Q: 3 clusters Score -1.354634e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -13546310.000000 Penalty: 3762.030273
	Iteration 63Q: 3 clusters Score -1.354631e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -13546331.000000 Penalty: 3762.030273
	Iteration 64Q: 3 clusters Score -1.354633e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -13546362.000000 Penalty: 3762.030273
	Iteration 65Q: 3 clusters Score -1.354636e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -13546385.000000 Penalty: 3762.030273
	Iteration 66Q: 3 clusters Score -1.354638e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -13546407.000000 Penalty: 3762.030273
	Iteration 67Q: 3 clusters Score -1.354641e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -13546410.000000 Penalty: 3762.030273
	Iteration 68Q: 3 clusters Score -1.354641e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -13546433.000000 Penalty: 3762.030273
	Iteration 69Q: 3 clusters Score -1.354643e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -13546431.000000 Penalty: 3762.030273
	Iteration 70Q: 3 clusters Score -1.354643e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -13546444.000000 Penalty: 3762.030273
	Iteration 71Q: 3 clusters Score -1.354644e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -13546458.000000 Penalty: 3762.030273
	Iteration 72Q: 3 clusters Score -1.354646e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -13546461.000000 Penalty: 3762.030273
	Iteration 73Q: 3 clusters Score -1.354646e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -13546467.000000 Penalty: 3762.030273
	Iteration 74Q: 3 clusters Score -1.354647e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -13546484.000000 Penalty: 3762.030273
	Iteration 75Q: 3 clusters Score -1.354648e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -13546488.000000 Penalty: 3762.030273
	Iteration 76Q: 3 clusters Score -1.354649e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -13546477.000000 Penalty: 3762.030273
	Iteration 77Q: 3 clusters Score -1.354648e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -13546490.000000 Penalty: 3762.030273
	Iteration 78Q: 3 clusters Score -1.354649e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -13546491.000000 Penalty: 3762.030273
	Iteration 79Q: 3 clusters Score -1.354649e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -13546493.000000 Penalty: 3762.030273
	Iteration 80F: 3 clusters Score -1.354649e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -13546478.000000 Penalty: 3762.030273
	Iteration 81Q: 3 clusters Score -1.354648e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -13546482.000000 Penalty: 3762.030273
	Iteration 82Q: 3 clusters Score -1.354648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -13546474.000000 Penalty: 3762.030273
	Iteration 83Q: 3 clusters Score -1.354647e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -13546477.000000 Penalty: 3762.030273
	Iteration 84Q: 3 clusters Score -1.354648e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -13546485.000000 Penalty: 3762.030273
	Iteration 85Q: 3 clusters Score -1.354648e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -13546489.000000 Penalty: 3762.030273
	Iteration 86Q: 3 clusters Score -1.354649e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -13546491.000000 Penalty: 3762.030273
	Iteration 87Q: 3 clusters Score -1.354649e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -13546493.000000 Penalty: 3762.030273
	Iteration 88Q: 3 clusters Score -1.354649e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -13546470.000000 Penalty: 3762.030273
	Iteration 89Q: 3 clusters Score -1.354647e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -13546476.000000 Penalty: 3762.030273
	Iteration 90Q: 3 clusters Score -1.354648e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76056 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -13546490.000000 Penalty: 3762.030273
	Iteration 91Q: 3 clusters Score -1.354649e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -13546486.000000 Penalty: 3762.030273
	Iteration 92Q: 3 clusters Score -1.354649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -13546489.000000 Penalty: 3762.030273
	Iteration 93Q: 3 clusters Score -1.354649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -13546491.000000 Penalty: 3762.030273
	Iteration 94Q: 3 clusters Score -1.354649e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -13546476.000000 Penalty: 3762.030273
	Iteration 95Q: 3 clusters Score -1.354648e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -13546487.000000 Penalty: 3762.030273
	Iteration 96Q: 3 clusters Score -1.354649e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -13546498.000000 Penalty: 3762.030273
	Iteration 97Q: 3 clusters Score -1.35465e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -13546491.000000 Penalty: 3762.030273
	Iteration 98Q: 3 clusters Score -1.354649e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -13546533.000000 Penalty: 3762.030273
	Iteration 99Q: 3 clusters Score -1.354653e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -13546524.000000 Penalty: 3762.030273
	Iteration 100F: 3 clusters Score -1.354652e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -13546525.000000 Penalty: 3762.030273
	Iteration 101Q: 3 clusters Score -1.354652e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -13546515.000000 Penalty: 3762.030273
	Iteration 102Q: 3 clusters Score -1.354652e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -13546531.000000 Penalty: 3762.030273
	Iteration 103Q: 3 clusters Score -1.354653e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -13546523.000000 Penalty: 3762.030273
	Iteration 104Q: 3 clusters Score -1.354652e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -13546535.000000 Penalty: 3762.030273
	Iteration 105Q: 3 clusters Score -1.354654e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -13546554.000000 Penalty: 3762.030273
	Iteration 106Q: 3 clusters Score -1.354655e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -13546535.000000 Penalty: 3762.030273
	Iteration 107Q: 3 clusters Score -1.354654e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -13546544.000000 Penalty: 3762.030273
	Iteration 108Q: 3 clusters Score -1.354654e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -13546537.000000 Penalty: 3762.030273
	Iteration 109Q: 3 clusters Score -1.354654e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -13546558.000000 Penalty: 3762.030273
	Iteration 110Q: 3 clusters Score -1.354656e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -13546563.000000 Penalty: 3762.030273
	Iteration 111Q: 3 clusters Score -1.354656e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -13546587.000000 Penalty: 3762.030273
	Iteration 112Q: 3 clusters Score -1.354659e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -13546584.000000 Penalty: 3762.030273
	Iteration 113Q: 3 clusters Score -1.354658e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -13546578.000000 Penalty: 3762.030273
	Iteration 114Q: 3 clusters Score -1.354658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -13546571.000000 Penalty: 3762.030273
	Iteration 115Q: 3 clusters Score -1.354657e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -13546568.000000 Penalty: 3762.030273
	Iteration 116Q: 3 clusters Score -1.354657e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -13546576.000000 Penalty: 3762.030273
	Iteration 117Q: 3 clusters Score -1.354658e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -13546566.000000 Penalty: 3762.030273
	Iteration 118Q: 3 clusters Score -1.354657e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -13546533.000000 Penalty: 3762.030273
	Iteration 119Q: 3 clusters Score -1.354653e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -13546540.000000 Penalty: 3762.030273
	Iteration 120F: 3 clusters Score -1.354654e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -13546540.000000 Penalty: 3762.030273
	Iteration 121Q: 3 clusters Score -1.354654e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76139 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -13546544.000000 Penalty: 3762.030273
	Iteration 122Q: 3 clusters Score -1.354654e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -13546544.000000 Penalty: 3762.030273
	Iteration 123Q: 3 clusters Score -1.354654e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -13546537.000000 Penalty: 3762.030273
	Iteration 124Q: 3 clusters Score -1.354654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -13546548.000000 Penalty: 3762.030273
	Iteration 125Q: 3 clusters Score -1.354655e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -13546542.000000 Penalty: 3762.030273
	Iteration 126Q: 3 clusters Score -1.354654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -13546542.000000 Penalty: 3762.030273
	Iteration 127Q: 3 clusters Score -1.354654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -13546547.000000 Penalty: 3762.030273
	Iteration 128Q: 3 clusters Score -1.354655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -13546551.000000 Penalty: 3762.030273
	Iteration 129Q: 3 clusters Score -1.354655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -13546537.000000 Penalty: 3762.030273
	Iteration 130Q: 3 clusters Score -1.354654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -13546521.000000 Penalty: 3762.030273
	Iteration 131Q: 3 clusters Score -1.354652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -13546518.000000 Penalty: 3762.030273
	Iteration 132Q: 3 clusters Score -1.354652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -13546512.000000 Penalty: 3762.030273
	Iteration 133Q: 3 clusters Score -1.354651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -13546507.000000 Penalty: 3762.030273
	Iteration 134Q: 3 clusters Score -1.354651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -13546500.000000 Penalty: 3762.030273
	Iteration 135Q: 3 clusters Score -1.35465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -13546501.000000 Penalty: 3762.030273
	Iteration 136Q: 3 clusters Score -1.35465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -13546506.000000 Penalty: 3762.030273
	Iteration 137Q: 3 clusters Score -1.354651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -13546511.000000 Penalty: 3762.030273
	Iteration 138Q: 3 clusters Score -1.354651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -13546511.000000 Penalty: 3762.030273
	Iteration 139Q: 3 clusters Score -1.354651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -13546511.000000 Penalty: 3762.030273
	Iteration 140F: 3 clusters Score -1.354651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -13546508.000000 Penalty: 3762.030273
	Iteration 141Q: 3 clusters Score -1.354651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -13546515.000000 Penalty: 3762.030273
	Iteration 142Q: 3 clusters Score -1.354652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -13546498.000000 Penalty: 3762.030273
	Iteration 143Q: 3 clusters Score -1.35465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -13546524.000000 Penalty: 3762.030273
	Iteration 144Q: 3 clusters Score -1.354652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -13546515.000000 Penalty: 3762.030273
	Iteration 145Q: 3 clusters Score -1.354652e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -13546533.000000 Penalty: 3762.030273
	Iteration 146Q: 3 clusters Score -1.354653e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -13546533.000000 Penalty: 3762.030273
	Iteration 147Q: 3 clusters Score -1.354653e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -13546526.000000 Penalty: 3762.030273
	Iteration 148Q: 3 clusters Score -1.354653e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -13546543.000000 Penalty: 3762.030273
	Iteration 149Q: 3 clusters Score -1.354654e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -13546548.000000 Penalty: 3762.030273
	Iteration 150Q: 3 clusters Score -1.354655e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -13546542.000000 Penalty: 3762.030273
	Iteration 151Q: 3 clusters Score -1.354654e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -13546530.000000 Penalty: 3762.030273
	Iteration 152Q: 3 clusters Score -1.354653e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -13546538.000000 Penalty: 3762.030273
	Iteration 153Q: 3 clusters Score -1.354654e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -13546527.000000 Penalty: 3762.030273
	Iteration 154Q: 3 clusters Score -1.354653e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -13546538.000000 Penalty: 3762.030273
	Iteration 155Q: 3 clusters Score -1.354654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -13546527.000000 Penalty: 3762.030273
	Iteration 156Q: 3 clusters Score -1.354653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -13546519.000000 Penalty: 3762.030273
	Iteration 157Q: 3 clusters Score -1.354652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -13546523.000000 Penalty: 3762.030273
	Iteration 158Q: 3 clusters Score -1.354652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -13546521.000000 Penalty: 3762.030273
	Iteration 159Q: 3 clusters Score -1.354652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -13546522.000000 Penalty: 3762.030273
	Iteration 160F: 3 clusters Score -1.354652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -13546539.000000 Penalty: 3762.030273
	Iteration 161Q: 3 clusters Score -1.354654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -13546539.000000 Penalty: 3762.030273
	Iteration 162Q: 3 clusters Score -1.354654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -13546529.000000 Penalty: 3762.030273
	Iteration 163Q: 3 clusters Score -1.354653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -13546525.000000 Penalty: 3762.030273
	Iteration 164Q: 3 clusters Score -1.354652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -13546532.000000 Penalty: 3762.030273
	Iteration 165Q: 3 clusters Score -1.354653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -13546543.000000 Penalty: 3762.030273
	Iteration 166Q: 3 clusters Score -1.354654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -13546550.000000 Penalty: 3762.030273
	Iteration 167Q: 3 clusters Score -1.354655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -13546547.000000 Penalty: 3762.030273
	Iteration 168Q: 3 clusters Score -1.354655e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -13546560.000000 Penalty: 3762.030273
	Iteration 169Q: 3 clusters Score -1.354656e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -13546554.000000 Penalty: 3762.030273
	Iteration 170Q: 3 clusters Score -1.354655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -13546559.000000 Penalty: 3762.030273
	Iteration 171Q: 3 clusters Score -1.354656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -13546545.000000 Penalty: 3762.030273
	Iteration 172Q: 3 clusters Score -1.354654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -13546539.000000 Penalty: 3762.030273
	Iteration 173Q: 3 clusters Score -1.354654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -13546556.000000 Penalty: 3762.030273
	Iteration 174Q: 3 clusters Score -1.354656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -13546560.000000 Penalty: 3762.030273
	Iteration 175Q: 3 clusters Score -1.354656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -13546537.000000 Penalty: 3762.030273
	Iteration 176Q: 3 clusters Score -1.354654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -13546526.000000 Penalty: 3762.030273
	Iteration 177Q: 3 clusters Score -1.354653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -13546521.000000 Penalty: 3762.030273
	Iteration 178Q: 3 clusters Score -1.354652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -13546512.000000 Penalty: 3762.030273
	Iteration 179Q: 3 clusters Score -1.354651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -13546518.000000 Penalty: 3762.030273
	Iteration 180F: 3 clusters Score -1.354652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -13546528.000000 Penalty: 3762.030273
	Iteration 181Q: 3 clusters Score -1.354653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -13546532.000000 Penalty: 3762.030273
	Iteration 182Q: 3 clusters Score -1.354653e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -13546527.000000 Penalty: 3762.030273
	Iteration 183Q: 3 clusters Score -1.354653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -13546521.000000 Penalty: 3762.030273
	Iteration 184Q: 3 clusters Score -1.354652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -13546520.000000 Penalty: 3762.030273
	Iteration 185Q: 3 clusters Score -1.354652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -13546516.000000 Penalty: 3762.030273
	Iteration 186Q: 3 clusters Score -1.354652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -13546525.000000 Penalty: 3762.030273
	Iteration 187Q: 3 clusters Score -1.354652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -13546524.000000 Penalty: 3762.030273
	Iteration 188Q: 3 clusters Score -1.354652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -13546530.000000 Penalty: 3762.030273
	Iteration 189Q: 3 clusters Score -1.354653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -13546515.000000 Penalty: 3762.030273
	Iteration 190Q: 3 clusters Score -1.354652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -13546524.000000 Penalty: 3762.030273
	Iteration 191Q: 3 clusters Score -1.354652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -13546516.000000 Penalty: 3762.030273
	Iteration 192Q: 3 clusters Score -1.354652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -13546526.000000 Penalty: 3762.030273
	Iteration 193Q: 3 clusters Score -1.354653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -13546525.000000 Penalty: 3762.030273
	Iteration 194Q: 3 clusters Score -1.354652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -13546525.000000 Penalty: 3762.030273
	Iteration 195Q: 3 clusters Score -1.354652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -13546530.000000 Penalty: 3762.030273
	Iteration 196Q: 3 clusters Score -1.354653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -13546537.000000 Penalty: 3762.030273
	Iteration 197Q: 3 clusters Score -1.354654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -13546522.000000 Penalty: 3762.030273
	Iteration 198Q: 3 clusters Score -1.354652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -13546533.000000 Penalty: 3762.030273
	Iteration 199Q: 3 clusters Score -1.354653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -13546524.000000 Penalty: 3762.030273
	Iteration 200F: 3 clusters Score -1.354652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -13546523.000000 Penalty: 3762.030273
	Iteration 201Q: 3 clusters Score -1.354652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -13546522.000000 Penalty: 3762.030273
	Iteration 202Q: 3 clusters Score -1.354652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -13546526.000000 Penalty: 3762.030273
	Iteration 203Q: 3 clusters Score -1.354653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -13546534.000000 Penalty: 3762.030273
	Iteration 204Q: 3 clusters Score -1.354653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -13546549.000000 Penalty: 3762.030273
	Iteration 205Q: 3 clusters Score -1.354655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -13546546.000000 Penalty: 3762.030273
	Iteration 206Q: 3 clusters Score -1.354655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -13546540.000000 Penalty: 3762.030273
	Iteration 207Q: 3 clusters Score -1.354654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -13546534.000000 Penalty: 3762.030273
	Iteration 208Q: 3 clusters Score -1.354653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -13546544.000000 Penalty: 3762.030273
	Iteration 209Q: 3 clusters Score -1.354654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -13546534.000000 Penalty: 3762.030273
	Iteration 210Q: 3 clusters Score -1.354653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -13546530.000000 Penalty: 3762.030273
	Iteration 211Q: 3 clusters Score -1.354653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -13546539.000000 Penalty: 3762.030273
	Iteration 212Q: 3 clusters Score -1.354654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -13546538.000000 Penalty: 3762.030273
	Iteration 213Q: 3 clusters Score -1.354654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -13546550.000000 Penalty: 3762.030273
	Iteration 214Q: 3 clusters Score -1.354655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -13546537.000000 Penalty: 3762.030273
	Iteration 215Q: 3 clusters Score -1.354654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -13546547.000000 Penalty: 3762.030273
	Iteration 216Q: 3 clusters Score -1.354655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -13546553.000000 Penalty: 3762.030273
	Iteration 217Q: 3 clusters Score -1.354655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -13546546.000000 Penalty: 3762.030273
	Iteration 218Q: 3 clusters Score -1.354655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -13546555.000000 Penalty: 3762.030273
	Iteration 219Q: 3 clusters Score -1.354656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -13546545.000000 Penalty: 3762.030273
	Iteration 220F: 3 clusters Score -1.354654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -13546543.000000 Penalty: 3762.030273
	Iteration 221Q: 3 clusters Score -1.354654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -13546544.000000 Penalty: 3762.030273
	Iteration 222Q: 3 clusters Score -1.354654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -13546559.000000 Penalty: 3762.030273
	Iteration 223Q: 3 clusters Score -1.354656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -13546548.000000 Penalty: 3762.030273
	Iteration 224Q: 3 clusters Score -1.354655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -13546554.000000 Penalty: 3762.030273
	Iteration 225Q: 3 clusters Score -1.354655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -13546558.000000 Penalty: 3762.030273
	Iteration 226Q: 3 clusters Score -1.354656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -13546558.000000 Penalty: 3762.030273
	Iteration 227Q: 3 clusters Score -1.354656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -13546571.000000 Penalty: 3762.030273
	Iteration 228Q: 3 clusters Score -1.354657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -13546569.000000 Penalty: 3762.030273
	Iteration 229Q: 3 clusters Score -1.354657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -13546567.000000 Penalty: 3762.030273
	Iteration 230Q: 3 clusters Score -1.354657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -13546569.000000 Penalty: 3762.030273
	Iteration 231Q: 3 clusters Score -1.354657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -13546566.000000 Penalty: 3762.030273
	Iteration 232Q: 3 clusters Score -1.354657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -13546564.000000 Penalty: 3762.030273
	Iteration 233Q: 3 clusters Score -1.354656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -13546579.000000 Penalty: 3762.030273
	Iteration 234Q: 3 clusters Score -1.354658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -13546580.000000 Penalty: 3762.030273
	Iteration 235Q: 3 clusters Score -1.354658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -13546579.000000 Penalty: 3762.030273
	Iteration 236Q: 3 clusters Score -1.354658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -13546582.000000 Penalty: 3762.030273
	Iteration 237Q: 3 clusters Score -1.354658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -13546574.000000 Penalty: 3762.030273
	Iteration 238Q: 3 clusters Score -1.354657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -13546584.000000 Penalty: 3762.030273
	Iteration 239Q: 3 clusters Score -1.354658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -13546569.000000 Penalty: 3762.030273
	Iteration 240F: 3 clusters Score -1.354657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -13546573.000000 Penalty: 3762.030273
	Iteration 241Q: 3 clusters Score -1.354657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76267 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -13546577.000000 Penalty: 3762.030273
	Iteration 242Q: 3 clusters Score -1.354658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -13546573.000000 Penalty: 3762.030273
	Iteration 243Q: 3 clusters Score -1.354657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -13546585.000000 Penalty: 3762.030273
	Iteration 244Q: 3 clusters Score -1.354658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76267 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -13546573.000000 Penalty: 3762.030273
	Iteration 245Q: 3 clusters Score -1.354657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -13546567.000000 Penalty: 3762.030273
	Iteration 246Q: 3 clusters Score -1.354657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -13546571.000000 Penalty: 3762.030273
	Iteration 247Q: 3 clusters Score -1.354657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -13546567.000000 Penalty: 3762.030273
	Iteration 248Q: 3 clusters Score -1.354657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -13546564.000000 Penalty: 3762.030273
	Iteration 249Q: 3 clusters Score -1.354656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -13546577.000000 Penalty: 3762.030273
	Iteration 250Q: 3 clusters Score -1.354658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -13546576.000000 Penalty: 3762.030273
	Iteration 251Q: 3 clusters Score -1.354658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -13546567.000000 Penalty: 3762.030273
	Iteration 252Q: 3 clusters Score -1.354657e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -13546561.000000 Penalty: 3762.030273
	Iteration 253Q: 3 clusters Score -1.354656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -13546575.000000 Penalty: 3762.030273
	Iteration 254Q: 3 clusters Score -1.354658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -13546561.000000 Penalty: 3762.030273
	Iteration 255Q: 3 clusters Score -1.354656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -13546558.000000 Penalty: 3762.030273
	Iteration 256Q: 3 clusters Score -1.354656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -13546560.000000 Penalty: 3762.030273
	Iteration 257Q: 3 clusters Score -1.354656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -13546563.000000 Penalty: 3762.030273
	Iteration 258Q: 3 clusters Score -1.354656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -13546569.000000 Penalty: 3762.030273
	Iteration 259Q: 3 clusters Score -1.354657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -13546568.000000 Penalty: 3762.030273
	Iteration 260F: 3 clusters Score -1.354657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -13546569.000000 Penalty: 3762.030273
	Iteration 261Q: 3 clusters Score -1.354657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -13546581.000000 Penalty: 3762.030273
	Iteration 262Q: 3 clusters Score -1.354658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -13546588.000000 Penalty: 3762.030273
	Iteration 263Q: 3 clusters Score -1.354659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -13546585.000000 Penalty: 3762.030273
	Iteration 264Q: 3 clusters Score -1.354658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -13546586.000000 Penalty: 3762.030273
	Iteration 265Q: 3 clusters Score -1.354659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -13546590.000000 Penalty: 3762.030273
	Iteration 266Q: 3 clusters Score -1.354659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -13546583.000000 Penalty: 3762.030273
	Iteration 267Q: 3 clusters Score -1.354658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -13546583.000000 Penalty: 3762.030273
	Iteration 268Q: 3 clusters Score -1.354658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -13546576.000000 Penalty: 3762.030273
	Iteration 269Q: 3 clusters Score -1.354658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -13546584.000000 Penalty: 3762.030273
	Iteration 270Q: 3 clusters Score -1.354658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -13546584.000000 Penalty: 3762.030273
	Iteration 271Q: 3 clusters Score -1.354658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -13546583.000000 Penalty: 3762.030273
	Iteration 272Q: 3 clusters Score -1.354658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -13546577.000000 Penalty: 3762.030273
	Iteration 273Q: 3 clusters Score -1.354658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -13546577.000000 Penalty: 3762.030273
	Iteration 274Q: 3 clusters Score -1.354658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -13546582.000000 Penalty: 3762.030273
	Iteration 275Q: 3 clusters Score -1.354658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -13546575.000000 Penalty: 3762.030273
	Iteration 276Q: 3 clusters Score -1.354658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -13546576.000000 Penalty: 3762.030273
	Iteration 277Q: 3 clusters Score -1.354658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -13546570.000000 Penalty: 3762.030273
	Iteration 278Q: 3 clusters Score -1.354657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -13546582.000000 Penalty: 3762.030273
	Iteration 279Q: 3 clusters Score -1.354658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -13546571.000000 Penalty: 3762.030273
	Iteration 280F: 3 clusters Score -1.354657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -13546571.000000 Penalty: 3762.030273
	Iteration 281Q: 3 clusters Score -1.354657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -13546560.000000 Penalty: 3762.030273
	Iteration 282Q: 3 clusters Score -1.354656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -13546560.000000 Penalty: 3762.030273
	Iteration 283Q: 3 clusters Score -1.354656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -13546579.000000 Penalty: 3762.030273
	Iteration 284Q: 3 clusters Score -1.354658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -13546568.000000 Penalty: 3762.030273
	Iteration 285Q: 3 clusters Score -1.354657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -13546578.000000 Penalty: 3762.030273
	Iteration 286Q: 3 clusters Score -1.354658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -13546579.000000 Penalty: 3762.030273
	Iteration 287Q: 3 clusters Score -1.354658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -13546584.000000 Penalty: 3762.030273
	Iteration 288Q: 3 clusters Score -1.354658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76139 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -13546576.000000 Penalty: 3762.030273
	Iteration 289Q: 3 clusters Score -1.354658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -13546584.000000 Penalty: 3762.030273
	Iteration 290Q: 3 clusters Score -1.354658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -13546572.000000 Penalty: 3762.030273
	Iteration 291Q: 3 clusters Score -1.354657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -13546571.000000 Penalty: 3762.030273
	Iteration 292Q: 3 clusters Score -1.354657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -13546556.000000 Penalty: 3762.030273
	Iteration 293Q: 3 clusters Score -1.354656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -13546557.000000 Penalty: 3762.030273
	Iteration 294Q: 3 clusters Score -1.354656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -13546574.000000 Penalty: 3762.030273
	Iteration 295Q: 3 clusters Score -1.354657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -13546569.000000 Penalty: 3762.030273
	Iteration 296Q: 3 clusters Score -1.354657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -13546573.000000 Penalty: 3762.030273
	Iteration 297Q: 3 clusters Score -1.354657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -13546573.000000 Penalty: 3762.030273
	Iteration 298Q: 3 clusters Score -1.354657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -13546567.000000 Penalty: 3762.030273
	Iteration 299Q: 3 clusters Score -1.354657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -13546558.000000 Penalty: 3762.030273
	Iteration 300F: 3 clusters Score -1.354656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -13546546.000000 Penalty: 3762.030273
	Iteration 301Q: 3 clusters Score -1.354655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -13546538.000000 Penalty: 3762.030273
	Iteration 302Q: 3 clusters Score -1.354654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -13546540.000000 Penalty: 3762.030273
	Iteration 303Q: 3 clusters Score -1.354654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -13546550.000000 Penalty: 3762.030273
	Iteration 304Q: 3 clusters Score -1.354655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -13546549.000000 Penalty: 3762.030273
	Iteration 305Q: 3 clusters Score -1.354655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -13546542.000000 Penalty: 3762.030273
	Iteration 306Q: 3 clusters Score -1.354654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -13546530.000000 Penalty: 3762.030273
	Iteration 307Q: 3 clusters Score -1.354653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -13546530.000000 Penalty: 3762.030273
	Iteration 308Q: 3 clusters Score -1.354653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -13546519.000000 Penalty: 3762.030273
	Iteration 309Q: 3 clusters Score -1.354652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -13546549.000000 Penalty: 3762.030273
	Iteration 310Q: 3 clusters Score -1.354655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -13546552.000000 Penalty: 3762.030273
	Iteration 311Q: 3 clusters Score -1.354655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -13546556.000000 Penalty: 3762.030273
	Iteration 312Q: 3 clusters Score -1.354656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -13546554.000000 Penalty: 3762.030273
	Iteration 313Q: 3 clusters Score -1.354655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -13546560.000000 Penalty: 3762.030273
	Iteration 314Q: 3 clusters Score -1.354656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -13546555.000000 Penalty: 3762.030273
	Iteration 315Q: 3 clusters Score -1.354656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -13546561.000000 Penalty: 3762.030273
	Iteration 316Q: 3 clusters Score -1.354656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -13546571.000000 Penalty: 3762.030273
	Iteration 317Q: 3 clusters Score -1.354657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -13546559.000000 Penalty: 3762.030273
	Iteration 318Q: 3 clusters Score -1.354656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -13546573.000000 Penalty: 3762.030273
	Iteration 319Q: 3 clusters Score -1.354657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -13546577.000000 Penalty: 3762.030273
	Iteration 320F: 3 clusters Score -1.354658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -13546590.000000 Penalty: 3762.030273
	Iteration 321Q: 3 clusters Score -1.354659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -13546599.000000 Penalty: 3762.030273
	Iteration 322Q: 3 clusters Score -1.35466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -13546597.000000 Penalty: 3762.030273
	Iteration 323Q: 3 clusters Score -1.35466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -13546595.000000 Penalty: 3762.030273
	Iteration 324Q: 3 clusters Score -1.35466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -13546600.000000 Penalty: 3762.030273
	Iteration 325Q: 3 clusters Score -1.35466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -13546599.000000 Penalty: 3762.030273
	Iteration 326Q: 3 clusters Score -1.35466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -13546596.000000 Penalty: 3762.030273
	Iteration 327Q: 3 clusters Score -1.35466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -13546594.000000 Penalty: 3762.030273
	Iteration 328Q: 3 clusters Score -1.354659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -13546599.000000 Penalty: 3762.030273
	Iteration 329Q: 3 clusters Score -1.35466e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -13546595.000000 Penalty: 3762.030273
	Iteration 330Q: 3 clusters Score -1.35466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -13546611.000000 Penalty: 3762.030273
	Iteration 331Q: 3 clusters Score -1.354661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -13546614.000000 Penalty: 3762.030273
	Iteration 332Q: 3 clusters Score -1.354661e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -13546599.000000 Penalty: 3762.030273
	Iteration 333Q: 3 clusters Score -1.35466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -13546609.000000 Penalty: 3762.030273
	Iteration 334Q: 3 clusters Score -1.354661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -13546597.000000 Penalty: 3762.030273
	Iteration 335Q: 3 clusters Score -1.35466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -13546597.000000 Penalty: 3762.030273
	Iteration 336Q: 3 clusters Score -1.35466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -13546612.000000 Penalty: 3762.030273
	Iteration 337Q: 3 clusters Score -1.354661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -13546619.000000 Penalty: 3762.030273
	Iteration 338Q: 3 clusters Score -1.354662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -13546611.000000 Penalty: 3762.030273
	Iteration 339Q: 3 clusters Score -1.354661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -13546623.000000 Penalty: 3762.030273
	Iteration 340F: 3 clusters Score -1.354662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -13546614.000000 Penalty: 3762.030273
	Iteration 341Q: 3 clusters Score -1.354661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -13546614.000000 Penalty: 3762.030273
	Iteration 342Q: 3 clusters Score -1.354661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -13546605.000000 Penalty: 3762.030273
	Iteration 343Q: 3 clusters Score -1.35466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -13546607.000000 Penalty: 3762.030273
	Iteration 344Q: 3 clusters Score -1.354661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -13546607.000000 Penalty: 3762.030273
	Iteration 345F: 3 clusters Score -1.354661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16670.816406 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16670.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16851.298828 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -16851.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16962.994141 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -16962.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17050.402344 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -17050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17090.382812 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -17090.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17109.300781 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -17109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17112.869141 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -17112.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17165.935547 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -17165.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17165.935547 Penalty: 1740.890625
	Iteration 8F: 3 clusters Score -17165.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -175698.687500 Penalty: 1189.907959
	Iteration 0F: 2 clusters Score -175698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -173938.875000 Penalty: 2379.815918
	Iteration 0F: 3 clusters Score -173938.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -174327.968750 Penalty: 2379.815918
	Iteration 1F: 3 clusters Score -174328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -174430.671875 Penalty: 2379.815918
	Iteration 2F: 3 clusters Score -174430.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -174505.062500 Penalty: 2379.815918
	Iteration 3Q: 3 clusters Score -174505.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174565.781250 Penalty: 2379.815918
	Iteration 4Q: 3 clusters Score -174565.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -174624.359375 Penalty: 2379.815918
	Iteration 5Q: 3 clusters Score -174624.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -174690.218750 Penalty: 2379.815918
	Iteration 6Q: 3 clusters Score -174690.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -174758.328125 Penalty: 2379.815918
	Iteration 7Q: 3 clusters Score -174758.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -174820.046875 Penalty: 2379.815918
	Iteration 8Q: 3 clusters Score -174820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -174880.421875 Penalty: 2379.815918
	Iteration 9Q: 3 clusters Score -174880.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -174929.046875 Penalty: 2379.815918
	Iteration 10Q: 3 clusters Score -174929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174973.187500 Penalty: 2379.815918
	Iteration 11Q: 3 clusters Score -174973.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -175007.140625 Penalty: 2379.815918
	Iteration 12Q: 3 clusters Score -175007.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -175035.031250 Penalty: 2379.815918
	Iteration 13Q: 3 clusters Score -175035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -175065.734375 Penalty: 2379.815918
	Iteration 14Q: 3 clusters Score -175065.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -175077.906250 Penalty: 2379.815918
	Iteration 15Q: 3 clusters Score -175077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175091.921875 Penalty: 2379.815918
	Iteration 16Q: 3 clusters Score -175091.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -175104.000000 Penalty: 2379.815918
	Iteration 17Q: 3 clusters Score -175104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -175116.828125 Penalty: 2379.815918
	Iteration 18Q: 3 clusters Score -175116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -175124.453125 Penalty: 2379.815918
	Iteration 19Q: 3 clusters Score -175124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -175131.890625 Penalty: 2379.815918
	Iteration 20F: 3 clusters Score -175131.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -175138.812500 Penalty: 2379.815918
	Iteration 21Q: 3 clusters Score -175138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -175143.453125 Penalty: 2379.815918
	Iteration 22Q: 3 clusters Score -175143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -175144.328125 Penalty: 2379.815918
	Iteration 23Q: 3 clusters Score -175144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -175144.328125 Penalty: 2379.815918
	Iteration 24F: 3 clusters Score -175144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 28007 members 
Mstep: Class 4 contains 45705 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 47483 members 
Mstep: Class 8 contains 81459 members 
Mstep: Class 11 contains 50145 members 
Mstep: Class 13 contains 59770 members 
Mstep: Class 15 contains 27164 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 106455 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786344.000000 Penalty: 32109.041016
Iteration 119Q: 16 clusters Score -6.578634e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 14115 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 45668 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 47595 members 
Mstep: Class 8 contains 81439 members 
Mstep: Class 11 contains 50048 members 
Mstep: Class 13 contains 59786 members 
Mstep: Class 15 contains 27149 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 106478 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786384.000000 Penalty: 32109.041016
Iteration 120F: 16 clusters Score -6.578638e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 14122 members 
Mstep: Class 3 contains 27982 members 
Mstep: Class 4 contains 45632 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 7 contains 47689 members 
Mstep: Class 8 contains 81420 members 
Mstep: Class 11 contains 49965 members 
Mstep: Class 13 contains 59811 members 
Mstep: Class 15 contains 27138 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 106499 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786384.000000 Penalty: 32109.041016
Iteration 121Q: 16 clusters Score -6.578638e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 27964 members 
Mstep: Class 4 contains 45610 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 47782 members 
Mstep: Class 8 contains 81405 members 
Mstep: Class 11 contains 49867 members 
Mstep: Class 13 contains 59836 members 
Mstep: Class 15 contains 27124 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 106517 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786412.000000 Penalty: 32109.041016
Iteration 122Q: 16 clusters Score -6.578641e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 45595 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6256 members 
Mstep: Class 7 contains 47882 members 
Mstep: Class 8 contains 81391 members 
Mstep: Class 11 contains 49757 members 
Mstep: Class 13 contains 59863 members 
Mstep: Class 15 contains 27112 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 106534 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786516.000000 Penalty: 32109.041016
Iteration 123Q: 16 clusters Score -6.578652e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 14129 members 
Mstep: Class 3 contains 27942 members 
Mstep: Class 4 contains 45593 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6271 members 
Mstep: Class 7 contains 48005 members 
Mstep: Class 8 contains 81376 members 
Mstep: Class 11 contains 49617 members 
Mstep: Class 13 contains 59884 members 
Mstep: Class 15 contains 27098 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 106561 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786564.000000 Penalty: 32109.041016
Iteration 124Q: 16 clusters Score -6.578656e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 14135 members 
Mstep: Class 3 contains 27934 members 
Mstep: Class 4 contains 45583 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 48179 members 
Mstep: Class 8 contains 81364 members 
Mstep: Class 11 contains 49446 members 
Mstep: Class 13 contains 59896 members 
Mstep: Class 15 contains 27089 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 106566 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786668.000000 Penalty: 32109.041016
Iteration 125Q: 16 clusters Score -6.578667e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 14140 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 45578 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 48363 members 
Mstep: Class 8 contains 81362 members 
Mstep: Class 11 contains 49231 members 
Mstep: Class 13 contains 59919 members 
Mstep: Class 15 contains 27085 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 106587 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786640.000000 Penalty: 32109.041016
Iteration 126Q: 16 clusters Score -6.578664e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 14144 members 
Mstep: Class 3 contains 27900 members 
Mstep: Class 4 contains 45573 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 48548 members 
Mstep: Class 8 contains 81363 members 
Mstep: Class 11 contains 49025 members 
Mstep: Class 13 contains 59932 members 
Mstep: Class 15 contains 27075 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 106616 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786636.000000 Penalty: 32109.041016
Iteration 127Q: 16 clusters Score -6.578664e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 14145 members 
Mstep: Class 3 contains 27888 members 
Mstep: Class 4 contains 45564 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 48780 members 
Mstep: Class 8 contains 81358 members 
Mstep: Class 11 contains 48805 members 
Mstep: Class 13 contains 59948 members 
Mstep: Class 15 contains 27073 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 106606 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786656.000000 Penalty: 32109.041016
Iteration 128Q: 16 clusters Score -6.578666e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 14147 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 45553 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 49029 members 
Mstep: Class 8 contains 81345 members 
Mstep: Class 11 contains 48588 members 
Mstep: Class 13 contains 59967 members 
Mstep: Class 15 contains 27064 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 106599 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786640.000000 Penalty: 32109.041016
Iteration 129Q: 16 clusters Score -6.578664e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 14148 members 
Mstep: Class 3 contains 27871 members 
Mstep: Class 4 contains 45541 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 49268 members 
Mstep: Class 8 contains 81332 members 
Mstep: Class 11 contains 48371 members 
Mstep: Class 13 contains 59976 members 
Mstep: Class 15 contains 27062 members 
Mstep: Class 17 contains 5766 members 
Mstep: Class 18 contains 106599 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786676.000000 Penalty: 32109.041016
Iteration 130Q: 16 clusters Score -6.578668e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 14152 members 
Mstep: Class 3 contains 27865 members 
Mstep: Class 4 contains 45534 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 49510 members 
Mstep: Class 8 contains 81321 members 
Mstep: Class 11 contains 48153 members 
Mstep: Class 13 contains 59982 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 17 contains 5762 members 
Mstep: Class 18 contains 106594 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786828.000000 Penalty: 32109.041016
Iteration 131Q: 16 clusters Score -6.578683e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 14155 members 
Mstep: Class 3 contains 27852 members 
Mstep: Class 4 contains 45518 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 49743 members 
Mstep: Class 8 contains 81296 members 
Mstep: Class 11 contains 47939 members 
Mstep: Class 13 contains 59988 members 
Mstep: Class 15 contains 27065 members 
Mstep: Class 17 contains 5759 members 
Mstep: Class 18 contains 106613 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786852.000000 Penalty: 32109.041016
Iteration 132Q: 16 clusters Score -6.578685e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 14158 members 
Mstep: Class 3 contains 27840 members 
Mstep: Class 4 contains 45499 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6352 members 
Mstep: Class 7 contains 49967 members 
Mstep: Class 8 contains 81289 members 
Mstep: Class 11 contains 47736 members 
Mstep: Class 13 contains 59988 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 17 contains 5753 members 
Mstep: Class 18 contains 106618 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786808.000000 Penalty: 32109.041016
Iteration 133Q: 16 clusters Score -6.578681e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 14158 members 
Mstep: Class 3 contains 27828 members 
Mstep: Class 4 contains 45490 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 50178 members 
Mstep: Class 8 contains 81286 members 
Mstep: Class 11 contains 47557 members 
Mstep: Class 13 contains 59979 members 
Mstep: Class 15 contains 27063 members 
Mstep: Class 17 contains 5751 members 
Mstep: Class 18 contains 106605 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786776.000000 Penalty: 32109.041016
Iteration 134Q: 16 clusters Score -6.578678e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 27809 members 
Mstep: Class 4 contains 45469 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 50383 members 
Mstep: Class 8 contains 81278 members 
Mstep: Class 11 contains 47355 members 
Mstep: Class 13 contains 60002 members 
Mstep: Class 15 contains 27065 members 
Mstep: Class 17 contains 5747 members 
Mstep: Class 18 contains 106614 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786876.000000 Penalty: 32109.041016
Iteration 135Q: 16 clusters Score -6.578688e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 14164 members 
Mstep: Class 3 contains 27799 members 
Mstep: Class 4 contains 45450 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 50626 members 
Mstep: Class 8 contains 81270 members 
Mstep: Class 11 contains 47138 members 
Mstep: Class 13 contains 60015 members 
Mstep: Class 15 contains 27065 members 
Mstep: Class 17 contains 5745 members 
Mstep: Class 18 contains 106607 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786972.000000 Penalty: 32109.041016
Iteration 136Q: 16 clusters Score -6.578697e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 14160 members 
Mstep: Class 3 contains 27796 members 
Mstep: Class 4 contains 45430 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 50854 members 
Mstep: Class 8 contains 81262 members 
Mstep: Class 11 contains 46926 members 
Mstep: Class 13 contains 60040 members 
Mstep: Class 15 contains 27058 members 
Mstep: Class 17 contains 5740 members 
Mstep: Class 18 contains 106601 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787024.000000 Penalty: 32109.041016
Iteration 137Q: 16 clusters Score -6.578702e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 14156 members 
Mstep: Class 3 contains 27789 members 
Mstep: Class 4 contains 45414 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 51066 members 
Mstep: Class 8 contains 81253 members 
Mstep: Class 11 contains 46722 members 
Mstep: Class 13 contains 60057 members 
Mstep: Class 15 contains 27051 members 
Mstep: Class 17 contains 5740 members 
Mstep: Class 18 contains 106609 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787096.000000 Penalty: 32109.041016
Iteration 138Q: 16 clusters Score -6.57871e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 14164 members 
Mstep: Class 3 contains 27786 members 
Mstep: Class 4 contains 45394 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 51273 members 
Mstep: Class 8 contains 81243 members 
Mstep: Class 11 contains 46515 members 
Mstep: Class 13 contains 60078 members 
Mstep: Class 15 contains 27051 members 
Mstep: Class 17 contains 5738 members 
Mstep: Class 18 contains 106603 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787128.000000 Penalty: 32109.041016
Iteration 139Q: 16 clusters Score -6.578713e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 14167 members 
Mstep: Class 3 contains 27783 members 
Mstep: Class 4 contains 45386 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 51462 members 
Mstep: Class 8 contains 81228 members 
Mstep: Class 11 contains 46329 members 
Mstep: Class 13 contains 60099 members 
Mstep: Class 15 contains 27050 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 106598 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787248.000000 Penalty: 32109.041016
Iteration 140F: 16 clusters Score -6.578725e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 14169 members 
Mstep: Class 3 contains 27776 members 
Mstep: Class 4 contains 45385 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 51643 members 
Mstep: Class 8 contains 81219 members 
Mstep: Class 11 contains 46136 members 
Mstep: Class 13 contains 60115 members 
Mstep: Class 15 contains 27049 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 106610 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787284.000000 Penalty: 32109.041016
Iteration 141Q: 16 clusters Score -6.578728e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 27773 members 
Mstep: Class 4 contains 45374 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 51857 members 
Mstep: Class 8 contains 81211 members 
Mstep: Class 11 contains 45928 members 
Mstep: Class 13 contains 60129 members 
Mstep: Class 15 contains 27049 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 106607 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787284.000000 Penalty: 32109.041016
Iteration 142Q: 16 clusters Score -6.578728e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 14176 members 
Mstep: Class 3 contains 27770 members 
Mstep: Class 4 contains 45369 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 52060 members 
Mstep: Class 8 contains 81209 members 
Mstep: Class 11 contains 45725 members 
Mstep: Class 13 contains 60140 members 
Mstep: Class 15 contains 27042 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 106605 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787292.000000 Penalty: 32109.041016
Iteration 143Q: 16 clusters Score -6.578729e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 14181 members 
Mstep: Class 3 contains 27770 members 
Mstep: Class 4 contains 45360 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6422 members 
Mstep: Class 7 contains 52214 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 11 contains 45556 members 
Mstep: Class 13 contains 60165 members 
Mstep: Class 15 contains 27046 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 106616 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787336.000000 Penalty: 32109.041016
Iteration 144Q: 16 clusters Score -6.578734e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 14182 members 
Mstep: Class 3 contains 27771 members 
Mstep: Class 4 contains 45361 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 52433 members 
Mstep: Class 8 contains 81175 members 
Mstep: Class 11 contains 45368 members 
Mstep: Class 13 contains 60167 members 
Mstep: Class 15 contains 27043 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 106597 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787412.000000 Penalty: 32109.041016
Iteration 145Q: 16 clusters Score -6.578741e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 14181 members 
Mstep: Class 3 contains 27775 members 
Mstep: Class 4 contains 45361 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 52653 members 
Mstep: Class 8 contains 81158 members 
Mstep: Class 11 contains 45182 members 
Mstep: Class 13 contains 60165 members 
Mstep: Class 15 contains 27045 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 106575 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787492.000000 Penalty: 32109.041016
Iteration 146Q: 16 clusters Score -6.578749e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 14186 members 
Mstep: Class 3 contains 27776 members 
Mstep: Class 4 contains 45357 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 52891 members 
Mstep: Class 8 contains 81149 members 
Mstep: Class 11 contains 44969 members 
Mstep: Class 13 contains 60171 members 
Mstep: Class 15 contains 27036 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 106563 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787508.000000 Penalty: 32109.041016
Iteration 147Q: 16 clusters Score -6.578751e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 27777 members 
Mstep: Class 4 contains 45346 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6434 members 
Mstep: Class 7 contains 53101 members 
Mstep: Class 8 contains 81145 members 
Mstep: Class 11 contains 44763 members 
Mstep: Class 13 contains 60190 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 106558 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787476.000000 Penalty: 32109.041016
Iteration 148Q: 16 clusters Score -6.578748e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 14190 members 
Mstep: Class 3 contains 27772 members 
Mstep: Class 4 contains 45344 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 7 contains 53278 members 
Mstep: Class 8 contains 81145 members 
Mstep: Class 11 contains 44558 members 
Mstep: Class 13 contains 60222 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 106567 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787440.000000 Penalty: 32109.041016
Iteration 149Q: 16 clusters Score -6.578744e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 14196 members 
Mstep: Class 3 contains 27770 members 
Mstep: Class 4 contains 45330 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 53458 members 
Mstep: Class 8 contains 81132 members 
Mstep: Class 11 contains 44360 members 
Mstep: Class 13 contains 60260 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106575 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787564.000000 Penalty: 32109.041016
Iteration 150Q: 16 clusters Score -6.578756e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 14208 members 
Mstep: Class 3 contains 27764 members 
Mstep: Class 4 contains 45325 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 7 contains 53616 members 
Mstep: Class 8 contains 81120 members 
Mstep: Class 11 contains 44143 members 
Mstep: Class 13 contains 60313 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106584 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787556.000000 Penalty: 32109.041016
Iteration 151Q: 16 clusters Score -6.578756e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 27761 members 
Mstep: Class 4 contains 45314 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6431 members 
Mstep: Class 7 contains 53779 members 
Mstep: Class 8 contains 81104 members 
Mstep: Class 11 contains 43959 members 
Mstep: Class 13 contains 60355 members 
Mstep: Class 15 contains 27019 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106584 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787480.000000 Penalty: 32109.041016
Iteration 152Q: 16 clusters Score -6.578748e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 27757 members 
Mstep: Class 4 contains 45300 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 53903 members 
Mstep: Class 8 contains 81100 members 
Mstep: Class 11 contains 43799 members 
Mstep: Class 13 contains 60403 members 
Mstep: Class 15 contains 27022 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106577 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787416.000000 Penalty: 32109.041016
Iteration 153Q: 16 clusters Score -6.578742e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 27748 members 
Mstep: Class 4 contains 45283 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 54008 members 
Mstep: Class 8 contains 81101 members 
Mstep: Class 11 contains 43655 members 
Mstep: Class 13 contains 60451 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106576 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787516.000000 Penalty: 32109.041016
Iteration 154Q: 16 clusters Score -6.578752e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 45262 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6440 members 
Mstep: Class 7 contains 54135 members 
Mstep: Class 8 contains 81103 members 
Mstep: Class 11 contains 43491 members 
Mstep: Class 13 contains 60488 members 
Mstep: Class 15 contains 27018 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106597 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787516.000000 Penalty: 32109.041016
Iteration 155Q: 16 clusters Score -6.578752e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 45250 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 54272 members 
Mstep: Class 8 contains 81101 members 
Mstep: Class 11 contains 43322 members 
Mstep: Class 13 contains 60518 members 
Mstep: Class 15 contains 27013 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106615 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787668.000000 Penalty: 32109.041016
Iteration 156Q: 16 clusters Score -6.578767e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 27732 members 
Mstep: Class 4 contains 45248 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 54383 members 
Mstep: Class 8 contains 81099 members 
Mstep: Class 11 contains 43169 members 
Mstep: Class 13 contains 60553 members 
Mstep: Class 15 contains 27012 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106621 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787688.000000 Penalty: 32109.041016
Iteration 157Q: 16 clusters Score -6.578769e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 45249 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 54458 members 
Mstep: Class 8 contains 81096 members 
Mstep: Class 11 contains 43040 members 
Mstep: Class 13 contains 60585 members 
Mstep: Class 15 contains 27014 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106641 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787744.000000 Penalty: 32109.041016
Iteration 158Q: 16 clusters Score -6.578774e+07 nChanged 532
Entering ConstructFrom: 
Score: -65787744.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Entering Unmasked Estep 
Score: -6627532.500000 Penalty: 1762.635010
	Iteration 0F: 2 clusters Score -6627532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -6594176.500000 Penalty: 3525.270020
	Iteration 0F: 3 clusters Score -6594176 nChanged 24123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -6608414.500000 Penalty: 3525.270020
	Iteration 1F: 3 clusters Score -6608414 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -6609654.000000 Penalty: 3525.270020
	Iteration 2F: 3 clusters Score -6609654 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -6611669.500000 Penalty: 3525.270020
	Iteration 3F: 3 clusters Score -6611670 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -6614615.000000 Penalty: 3525.270020
	Iteration 4F: 3 clusters Score -6614615 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -6617977.500000 Penalty: 3525.270020
	Iteration 5F: 3 clusters Score -6617978 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -6620754.500000 Penalty: 3525.270020
	Iteration 6F: 3 clusters Score -6620754 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6622256.500000 Penalty: 3525.270020
	Iteration 7Q: 3 clusters Score -6622256 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -6622851.500000 Penalty: 3525.270020
	Iteration 8Q: 3 clusters Score -6622852 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -6623164.000000 Penalty: 3525.270020
	Iteration 9Q: 3 clusters Score -6623164 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -6623442.000000 Penalty: 3525.270020
	Iteration 10Q: 3 clusters Score -6623442 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -6623695.500000 Penalty: 3525.270020
	Iteration 11Q: 3 clusters Score -6623696 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -6623953.500000 Penalty: 3525.270020
	Iteration 12Q: 3 clusters Score -6623954 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -6624249.000000 Penalty: 3525.270020
	Iteration 13Q: 3 clusters Score -6624249 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -6624568.500000 Penalty: 3525.270020
	Iteration 14Q: 3 clusters Score -6624568 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -6624911.500000 Penalty: 3525.270020
	Iteration 15Q: 3 clusters Score -6624912 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6625226.000000 Penalty: 3525.270020
	Iteration 16Q: 3 clusters Score -6625226 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -6625457.000000 Penalty: 3525.270020
	Iteration 17Q: 3 clusters Score -6625457 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -6625616.500000 Penalty: 3525.270020
	Iteration 18Q: 3 clusters Score -6625616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -6625717.000000 Penalty: 3525.270020
	Iteration 19Q: 3 clusters Score -6625717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -6625804.000000 Penalty: 3525.270020
	Iteration 20F: 3 clusters Score -6625804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -6625852.500000 Penalty: 3525.270020
	Iteration 21Q: 3 clusters Score -6625852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6625897.000000 Penalty: 3525.270020
	Iteration 22Q: 3 clusters Score -6625897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -6625922.000000 Penalty: 3525.270020
	Iteration 23Q: 3 clusters Score -6625922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -6625937.500000 Penalty: 3525.270020
	Iteration 24Q: 3 clusters Score -6625938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -6625946.000000 Penalty: 3525.270020
	Iteration 25Q: 3 clusters Score -6625946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -6625953.000000 Penalty: 3525.270020
	Iteration 26Q: 3 clusters Score -6625953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -6625965.500000 Penalty: 3525.270020
	Iteration 27Q: 3 clusters Score -6625966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -6625970.000000 Penalty: 3525.270020
	Iteration 28Q: 3 clusters Score -6625970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -6625983.500000 Penalty: 3525.270020
	Iteration 29Q: 3 clusters Score -6625984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6625990.500000 Penalty: 3525.270020
	Iteration 30Q: 3 clusters Score -6625990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -6625991.500000 Penalty: 3525.270020
	Iteration 31Q: 3 clusters Score -6625992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6625989.500000 Penalty: 3525.270020
	Iteration 32Q: 3 clusters Score -6625990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6625989.000000 Penalty: 3525.270020
	Iteration 33Q: 3 clusters Score -6625989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -6625992.500000 Penalty: 3525.270020
	Iteration 34Q: 3 clusters Score -6625992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -6625992.500000 Penalty: 3525.270020
	Iteration 35F: 3 clusters Score -6625992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Entering Unmasked Estep 
Score: -1830469.375000 Penalty: 1554.518066
	Iteration 0F: 2 clusters Score -1830469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1820525.000000 Penalty: 3109.036133
	Iteration 0F: 3 clusters Score -1820525 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1824003.125000 Penalty: 3109.036133
	Iteration 1F: 3 clusters Score -1824003 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1824313.625000 Penalty: 3109.036133
	Iteration 2F: 3 clusters Score -1824314 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1824584.125000 Penalty: 3109.036133
	Iteration 3Q: 3 clusters Score -1824584 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1824854.500000 Penalty: 3109.036133
	Iteration 4Q: 3 clusters Score -1824854 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1825133.500000 Penalty: 3109.036133
	Iteration 5Q: 3 clusters Score -1825134 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1825468.375000 Penalty: 3109.036133
	Iteration 6Q: 3 clusters Score -1825468 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1825837.250000 Penalty: 3109.036133
	Iteration 7Q: 3 clusters Score -1825837 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1826253.500000 Penalty: 3109.036133
	Iteration 8Q: 3 clusters Score -1826254 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1826654.500000 Penalty: 3109.036133
	Iteration 9Q: 3 clusters Score -1826654 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1826995.500000 Penalty: 3109.036133
	Iteration 10Q: 3 clusters Score -1826996 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1827235.500000 Penalty: 3109.036133
	Iteration 11Q: 3 clusters Score -1827236 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1827345.250000 Penalty: 3109.036133
	Iteration 12Q: 3 clusters Score -1827345 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1827414.625000 Penalty: 3109.036133
	Iteration 13Q: 3 clusters Score -1827415 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1827478.500000 Penalty: 3109.036133
	Iteration 14Q: 3 clusters Score -1827478 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1827504.500000 Penalty: 3109.036133
	Iteration 15Q: 3 clusters Score -1827504 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1827528.125000 Penalty: 3109.036133
	Iteration 16Q: 3 clusters Score -1827528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1827546.875000 Penalty: 3109.036133
	Iteration 17Q: 3 clusters Score -1827547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1827558.500000 Penalty: 3109.036133
	Iteration 18Q: 3 clusters Score -1827558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1827571.250000 Penalty: 3109.036133
	Iteration 19Q: 3 clusters Score -1827571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1827580.250000 Penalty: 3109.036133
	Iteration 20F: 3 clusters Score -1827580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1827590.875000 Penalty: 3109.036133
	Iteration 21Q: 3 clusters Score -1827591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1827600.875000 Penalty: 3109.036133
	Iteration 22Q: 3 clusters Score -1827601 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1827609.375000 Penalty: 3109.036133
	Iteration 23Q: 3 clusters Score -1827609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1827616.375000 Penalty: 3109.036133
	Iteration 24Q: 3 clusters Score -1827616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1827626.750000 Penalty: 3109.036133
	Iteration 25Q: 3 clusters Score -1827627 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1827630.125000 Penalty: 3109.036133
	Iteration 26Q: 3 clusters Score -1827630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1827645.125000 Penalty: 3109.036133
	Iteration 27Q: 3 clusters Score -1827645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1827652.250000 Penalty: 3109.036133
	Iteration 28Q: 3 clusters Score -1827652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1827670.875000 Penalty: 3109.036133
	Iteration 29Q: 3 clusters Score -1827671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1827674.750000 Penalty: 3109.036133
	Iteration 30Q: 3 clusters Score -1827675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1827677.250000 Penalty: 3109.036133
	Iteration 31Q: 3 clusters Score -1827677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1827683.125000 Penalty: 3109.036133
	Iteration 32Q: 3 clusters Score -1827683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1827693.375000 Penalty: 3109.036133
	Iteration 33Q: 3 clusters Score -1827693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1827698.875000 Penalty: 3109.036133
	Iteration 34Q: 3 clusters Score -1827699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1827708.625000 Penalty: 3109.036133
	Iteration 35Q: 3 clusters Score -1827709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1827714.250000 Penalty: 3109.036133
	Iteration 36Q: 3 clusters Score -1827714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1827718.250000 Penalty: 3109.036133
	Iteration 37Q: 3 clusters Score -1827718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1827726.750000 Penalty: 3109.036133
	Iteration 38Q: 3 clusters Score -1827727 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1827736.500000 Penalty: 3109.036133
	Iteration 39Q: 3 clusters Score -1827736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1827744.000000 Penalty: 3109.036133
	Iteration 40F: 3 clusters Score -1827744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1827755.500000 Penalty: 3109.036133
	Iteration 41Q: 3 clusters Score -1827756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1827756.750000 Penalty: 3109.036133
	Iteration 42Q: 3 clusters Score -1827757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1827766.750000 Penalty: 3109.036133
	Iteration 43Q: 3 clusters Score -1827767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1827778.875000 Penalty: 3109.036133
	Iteration 44Q: 3 clusters Score -1827779 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1827784.250000 Penalty: 3109.036133
	Iteration 45Q: 3 clusters Score -1827784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1827800.500000 Penalty: 3109.036133
	Iteration 46Q: 3 clusters Score -1827800 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1827814.375000 Penalty: 3109.036133
	Iteration 47Q: 3 clusters Score -1827814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1827835.500000 Penalty: 3109.036133
	Iteration 48Q: 3 clusters Score -1827836 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1827841.500000 Penalty: 3109.036133
	Iteration 49Q: 3 clusters Score -1827842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1827856.750000 Penalty: 3109.036133
	Iteration 50Q: 3 clusters Score -1827857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1827863.250000 Penalty: 3109.036133
	Iteration 51Q: 3 clusters Score -1827863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1827879.500000 Penalty: 3109.036133
	Iteration 52Q: 3 clusters Score -1827880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1827885.500000 Penalty: 3109.036133
	Iteration 53Q: 3 clusters Score -1827886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1827895.750000 Penalty: 3109.036133
	Iteration 54Q: 3 clusters Score -1827896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1827899.750000 Penalty: 3109.036133
	Iteration 55Q: 3 clusters Score -1827900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1827902.750000 Penalty: 3109.036133
	Iteration 56Q: 3 clusters Score -1827903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1827915.125000 Penalty: 3109.036133
	Iteration 57Q: 3 clusters Score -1827915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1827916.125000 Penalty: 3109.036133
	Iteration 58Q: 3 clusters Score -1827916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1827925.375000 Penalty: 3109.036133
	Iteration 59Q: 3 clusters Score -1827925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1827928.875000 Penalty: 3109.036133
	Iteration 60F: 3 clusters Score -1827929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1827934.125000 Penalty: 3109.036133
	Iteration 61Q: 3 clusters Score -1827934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1827946.000000 Penalty: 3109.036133
	Iteration 62Q: 3 clusters Score -1827946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1827944.125000 Penalty: 3109.036133
	Iteration 63Q: 3 clusters Score -1827944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1827950.750000 Penalty: 3109.036133
	Iteration 64Q: 3 clusters Score -1827951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1827962.625000 Penalty: 3109.036133
	Iteration 65Q: 3 clusters Score -1827963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1827968.875000 Penalty: 3109.036133
	Iteration 66Q: 3 clusters Score -1827969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1827979.875000 Penalty: 3109.036133
	Iteration 67Q: 3 clusters Score -1827980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1827985.000000 Penalty: 3109.036133
	Iteration 68Q: 3 clusters Score -1827985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1827991.625000 Penalty: 3109.036133
	Iteration 69Q: 3 clusters Score -1827992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1827995.875000 Penalty: 3109.036133
	Iteration 70Q: 3 clusters Score -1827996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1828000.000000 Penalty: 3109.036133
	Iteration 71Q: 3 clusters Score -1828000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1828010.625000 Penalty: 3109.036133
	Iteration 72Q: 3 clusters Score -1828011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1828016.500000 Penalty: 3109.036133
	Iteration 73Q: 3 clusters Score -1828016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1828019.750000 Penalty: 3109.036133
	Iteration 74Q: 3 clusters Score -1828020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1828032.250000 Penalty: 3109.036133
	Iteration 75Q: 3 clusters Score -1828032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1828029.500000 Penalty: 3109.036133
	Iteration 76Q: 3 clusters Score -1828030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1828032.500000 Penalty: 3109.036133
	Iteration 77Q: 3 clusters Score -1828032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1828042.625000 Penalty: 3109.036133
	Iteration 78Q: 3 clusters Score -1828043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1828042.875000 Penalty: 3109.036133
	Iteration 79Q: 3 clusters Score -1828043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1828046.625000 Penalty: 3109.036133
	Iteration 80F: 3 clusters Score -1828047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1828053.250000 Penalty: 3109.036133
	Iteration 81Q: 3 clusters Score -1828053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1828053.250000 Penalty: 3109.036133
	Iteration 82Q: 3 clusters Score -1828053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1828057.875000 Penalty: 3109.036133
	Iteration 83Q: 3 clusters Score -1828058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1828064.000000 Penalty: 3109.036133
	Iteration 84Q: 3 clusters Score -1828064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1828068.375000 Penalty: 3109.036133
	Iteration 85Q: 3 clusters Score -1828068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1828079.250000 Penalty: 3109.036133
	Iteration 86Q: 3 clusters Score -1828079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1828082.125000 Penalty: 3109.036133
	Iteration 87Q: 3 clusters Score -1828082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1828083.000000 Penalty: 3109.036133
	Iteration 88Q: 3 clusters Score -1828083 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1828090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1828098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1828099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1828111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1828109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1828116.000000 Penalty: 3109.036133
	Iteration 94Q: 3 clusters Score -1828116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1828122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1828132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1828138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1828144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1828151.000000 Penalty: 3109.036133
	Iteration 99Q: 3 clusters Score -1828151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1828158.625000 Penalty: 3109.036133
	Iteration 100F: 3 clusters Score -1828159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1828169 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1828182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1828182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1828192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1828199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1828208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1828220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1828230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1828239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1828254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1828247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1828253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1828264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1828267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1828267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1828269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1828272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1828270 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1828275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1828280 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1828278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1828283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1828290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1828290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1828299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1828307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1828320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1828321.625000 Penalty: 3109.036133
	Iteration 128Q: 3 clusters Score -1828322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1828337.250000 Penalty: 3109.036133
	Iteration 129Q: 3 clusters Score -1828337 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1828342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1828356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1828367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1828377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1828382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1828397 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1828406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1828422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1828432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1828451 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1828468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1828488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1828507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1828519 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1828537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1828543.250000 Penalty: 3109.036133
	Iteration 145Q: 3 clusters Score -1828543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1828556.000000 Penalty: 3109.036133
	Iteration 146Q: 3 clusters Score -1828556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1828574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1828591.125000 Penalty: 3109.036133
	Iteration 148Q: 3 clusters Score -1828591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1828607.625000 Penalty: 3109.036133
	Iteration 149Q: 3 clusters Score -1828608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1828628.625000 Penalty: 3109.036133
	Iteration 150Q: 3 clusters Score -1828629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1828639.000000 Penalty: 3109.036133
	Iteration 151Q: 3 clusters Score -1828639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1828654.375000 Penalty: 3109.036133
	Iteration 152Q: 3 clusters Score -1828654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1828665.625000 Penalty: 3109.036133
	Iteration 153Q: 3 clusters Score -1828666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1828679.875000 Penalty: 3109.036133
	Iteration 154Q: 3 clusters Score -1828680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1828698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1828705.250000 Penalty: 3109.036133
	Iteration 156Q: 3 clusters Score -1828705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1828720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1828730.250000 Penalty: 3109.036133
	Iteration 158Q: 3 clusters Score -1828730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1828738.250000 Penalty: 3109.036133
	Iteration 159Q: 3 clusters Score -1828738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1828739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1828752.250000 Penalty: 3109.036133
	Iteration 161Q: 3 clusters Score -1828752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1828763.250000 Penalty: 3109.036133
	Iteration 162Q: 3 clusters Score -1828763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1828770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1828791.250000 Penalty: 3109.036133
	Iteration 164Q: 3 clusters Score -1828791 nChanged 52
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Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1828804.750000 Penalty: 3109.036133
	Iteration 165Q: 3 clusters Score -1828805 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1828816 nChanged 48
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Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1828836 nChanged 40
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Mstep: Class 1 contains 1294 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1828851 nChanged 41
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Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1828863 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1828875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1828887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1828897 nChanged 38
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Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1828909.000000 Penalty: 3109.036133
	Iteration 173Q: 3 clusters Score -1828909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1828918 nChanged 25
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Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1828930 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1828942 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1828946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1828950 nChanged 12
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Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1828951.125000 Penalty: 3109.036133
	Iteration 179Q: 3 clusters Score -1828951 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1828957.125000 Penalty: 3109.036133
	Iteration 180F: 3 clusters Score -1828957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1828958.875000 Penalty: 3109.036133
	Iteration 181Q: 3 clusters Score -1828959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
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Entering Unmasked Estep 
Score: -1828964.375000 Penalty: 3109.036133
	Iteration 182Q: 3 clusters Score -1828964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1828969.000000 Penalty: 3109.036133
	Iteration 183Q: 3 clusters Score -1828969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1828968.125000 Penalty: 3109.036133
	Iteration 184Q: 3 clusters Score -1828968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1828974.500000 Penalty: 3109.036133
	Iteration 185Q: 3 clusters Score -1828974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1828977.375000 Penalty: 3109.036133
	Iteration 186Q: 3 clusters Score -1828977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1828983.000000 Penalty: 3109.036133
	Iteration 187Q: 3 clusters Score -1828983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1828989.250000 Penalty: 3109.036133
	Iteration 188Q: 3 clusters Score -1828989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1828996.500000 Penalty: 3109.036133
	Iteration 189Q: 3 clusters Score -1828996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1829003.625000 Penalty: 3109.036133
	Iteration 190Q: 3 clusters Score -1829004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1829013.375000 Penalty: 3109.036133
	Iteration 191Q: 3 clusters Score -1829013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1829022.125000 Penalty: 3109.036133
	Iteration 192Q: 3 clusters Score -1829022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1829028.125000 Penalty: 3109.036133
	Iteration 193Q: 3 clusters Score -1829028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1829030.500000 Penalty: 3109.036133
	Iteration 194Q: 3 clusters Score -1829030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1829033.500000 Penalty: 3109.036133
	Iteration 195Q: 3 clusters Score -1829034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1829036.000000 Penalty: 3109.036133
	Iteration 196Q: 3 clusters Score -1829036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1829036.875000 Penalty: 3109.036133
	Iteration 197Q: 3 clusters Score -1829037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1829040.000000 Penalty: 3109.036133
	Iteration 198Q: 3 clusters Score -1829040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1829039.375000 Penalty: 3109.036133
	Iteration 199Q: 3 clusters Score -1829039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1829045.125000 Penalty: 3109.036133
	Iteration 200F: 3 clusters Score -1829045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1829045.250000 Penalty: 3109.036133
	Iteration 201Q: 3 clusters Score -1829045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1829045.625000 Penalty: 3109.036133
	Iteration 202Q: 3 clusters Score -1829046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1829048.375000 Penalty: 3109.036133
	Iteration 203Q: 3 clusters Score -1829048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1829048.875000 Penalty: 3109.036133
	Iteration 204Q: 3 clusters Score -1829049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1829049.125000 Penalty: 3109.036133
	Iteration 205Q: 3 clusters Score -1829049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1829046.875000 Penalty: 3109.036133
	Iteration 206Q: 3 clusters Score -1829047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1829046.375000 Penalty: 3109.036133
	Iteration 207Q: 3 clusters Score -1829046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1829048.250000 Penalty: 3109.036133
	Iteration 208Q: 3 clusters Score -1829048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1829046.375000 Penalty: 3109.036133
	Iteration 209Q: 3 clusters Score -1829046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1829050.250000 Penalty: 3109.036133
	Iteration 210Q: 3 clusters Score -1829050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1829052.875000 Penalty: 3109.036133
	Iteration 211Q: 3 clusters Score -1829053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1829054.125000 Penalty: 3109.036133
	Iteration 212Q: 3 clusters Score -1829054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1829056.875000 Penalty: 3109.036133
	Iteration 213Q: 3 clusters Score -1829057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1829063.625000 Penalty: 3109.036133
	Iteration 214Q: 3 clusters Score -1829064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1829064.250000 Penalty: 3109.036133
	Iteration 215Q: 3 clusters Score -1829064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1829068.375000 Penalty: 3109.036133
	Iteration 216Q: 3 clusters Score -1829068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1829072.500000 Penalty: 3109.036133
	Iteration 217Q: 3 clusters Score -1829072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1829068.875000 Penalty: 3109.036133
	Iteration 218Q: 3 clusters Score -1829069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1829073.500000 Penalty: 3109.036133
	Iteration 219Q: 3 clusters Score -1829074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1829072.125000 Penalty: 3109.036133
	Iteration 220F: 3 clusters Score -1829072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1829074.875000 Penalty: 3109.036133
	Iteration 221Q: 3 clusters Score -1829075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1829078.375000 Penalty: 3109.036133
	Iteration 222Q: 3 clusters Score -1829078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1829076.125000 Penalty: 3109.036133
	Iteration 223Q: 3 clusters Score -1829076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1829077.000000 Penalty: 3109.036133
	Iteration 224Q: 3 clusters Score -1829077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1829079.000000 Penalty: 3109.036133
	Iteration 225Q: 3 clusters Score -1829079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1829078.750000 Penalty: 3109.036133
	Iteration 226Q: 3 clusters Score -1829079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1829077.125000 Penalty: 3109.036133
	Iteration 227Q: 3 clusters Score -1829077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1829079.250000 Penalty: 3109.036133
	Iteration 228Q: 3 clusters Score -1829079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1829079.625000 Penalty: 3109.036133
	Iteration 229Q: 3 clusters Score -1829080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1829080.500000 Penalty: 3109.036133
	Iteration 230Q: 3 clusters Score -1829080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1829083.875000 Penalty: 3109.036133
	Iteration 231Q: 3 clusters Score -1829084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1829086.125000 Penalty: 3109.036133
	Iteration 232Q: 3 clusters Score -1829086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1829085.000000 Penalty: 3109.036133
	Iteration 233Q: 3 clusters Score -1829085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1829086.500000 Penalty: 3109.036133
	Iteration 234Q: 3 clusters Score -1829086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1829089.375000 Penalty: 3109.036133
	Iteration 235Q: 3 clusters Score -1829089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1829096.375000 Penalty: 3109.036133
	Iteration 236Q: 3 clusters Score -1829096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1829096.375000 Penalty: 3109.036133
	Iteration 237Q: 3 clusters Score -1829096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1829100.750000 Penalty: 3109.036133
	Iteration 238Q: 3 clusters Score -1829101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1829106.000000 Penalty: 3109.036133
	Iteration 239Q: 3 clusters Score -1829106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1829109.625000 Penalty: 3109.036133
	Iteration 240F: 3 clusters Score -1829110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1829107.625000 Penalty: 3109.036133
	Iteration 241Q: 3 clusters Score -1829108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1829107.625000 Penalty: 3109.036133
	Iteration 242F: 3 clusters Score -1829108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Entering Unmasked Estep 
Score: -3441568.000000 Penalty: 1662.395386
	Iteration 0F: 2 clusters Score -3441568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3422824.000000 Penalty: 3324.790771
	Iteration 0F: 3 clusters Score -3422824 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3429732.250000 Penalty: 3324.790771
	Iteration 1F: 3 clusters Score -3429732 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3430033.500000 Penalty: 3324.790771
	Iteration 2Q: 3 clusters Score -3430034 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3430357.750000 Penalty: 3324.790771
	Iteration 3Q: 3 clusters Score -3430358 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3430739.250000 Penalty: 3324.790771
	Iteration 4Q: 3 clusters Score -3430739 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3431322.500000 Penalty: 3324.790771
	Iteration 5Q: 3 clusters Score -3431322 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3432205.500000 Penalty: 3324.790771
	Iteration 6F: 3 clusters Score -3432206 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3433638.500000 Penalty: 3324.790771
	Iteration 7F: 3 clusters Score -3433638 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3435508.750000 Penalty: 3324.790771
	Iteration 8F: 3 clusters Score -3435509 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3437430.500000 Penalty: 3324.790771
	Iteration 9F: 3 clusters Score -3437430 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3438804.500000 Penalty: 3324.790771
	Iteration 10Q: 3 clusters Score -3438804 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3439541.750000 Penalty: 3324.790771
	Iteration 11Q: 3 clusters Score -3439542 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3439858.750000 Penalty: 3324.790771
	Iteration 12Q: 3 clusters Score -3439859 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3439974.500000 Penalty: 3324.790771
	Iteration 13Q: 3 clusters Score -3439974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3440012.750000 Penalty: 3324.790771
	Iteration 14Q: 3 clusters Score -3440013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3440043.000000 Penalty: 3324.790771
	Iteration 15Q: 3 clusters Score -3440043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -3440050.750000 Penalty: 3324.790771
	Iteration 16Q: 3 clusters Score -3440051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3440059.000000 Penalty: 3324.790771
	Iteration 17Q: 3 clusters Score -3440059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3440071.500000 Penalty: 3324.790771
	Iteration 18Q: 3 clusters Score -3440072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3440076.750000 Penalty: 3324.790771
	Iteration 19Q: 3 clusters Score -3440077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3440079.500000 Penalty: 3324.790771
	Iteration 20F: 3 clusters Score -3440080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3440080.250000 Penalty: 3324.790771
	Iteration 21Q: 3 clusters Score -3440080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3440084.750000 Penalty: 3324.790771
	Iteration 22Q: 3 clusters Score -3440085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3440089.250000 Penalty: 3324.790771
	Iteration 23Q: 3 clusters Score -3440089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3440092.000000 Penalty: 3324.790771
	Iteration 24Q: 3 clusters Score -3440092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3440092.250000 Penalty: 3324.790771
	Iteration 25Q: 3 clusters Score -3440092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3440094.750000 Penalty: 3324.790771
	Iteration 26Q: 3 clusters Score -3440095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3440095.250000 Penalty: 3324.790771
	Iteration 27Q: 3 clusters Score -3440095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3440093.750000 Penalty: 3324.790771
	Iteration 28Q: 3 clusters Score -3440094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3440093.750000 Penalty: 3324.790771
	Iteration 29F: 3 clusters Score -3440094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Entering Unmasked Estep 
Score: -5721024.000000 Penalty: 1741.949951
	Iteration 0F: 2 clusters Score -5721024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5690910.000000 Penalty: 3483.899902
	Iteration 0F: 3 clusters Score -5690910 nChanged 21041
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5702987 nChanged 1836
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5703579 nChanged 1826
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5704228 nChanged 1911
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Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5704974 nChanged 2119
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Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5705984 nChanged 2266
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Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5707294 nChanged 2507
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Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5708957 nChanged 2557
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Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5710777 nChanged 2515
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Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5712348 nChanged 2077
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Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5713352 nChanged 1359
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Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5713802 nChanged 914
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Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5714059 nChanged 639
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Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5714238 nChanged 552
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5714374 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5714535 nChanged 557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5714698 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5714858 nChanged 573
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -5715018.500000 Penalty: 3483.899902
	Iteration 18Q: 3 clusters Score -5715018 nChanged 529
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5715153 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -5715282.000000 Penalty: 3483.899902
	Iteration 20F: 3 clusters Score -5715282 nChanged 535
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Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5715390 nChanged 493
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Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5715520 nChanged 467
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Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5715634 nChanged 465
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5715730 nChanged 417
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Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5715821 nChanged 378
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Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5715856 nChanged 325
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Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5715938 nChanged 301
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Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5715962 nChanged 276
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Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5716018 nChanged 254
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Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5716066 nChanged 224
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Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5716086 nChanged 189
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Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5716108 nChanged 161
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5716126 nChanged 160
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5716138 nChanged 138
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5716154 nChanged 140
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5716160 nChanged 156
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5716205 nChanged 163
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5716221 nChanged 160
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5716255 nChanged 155
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Mstep: Class 1 contains 20236 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5716244 nChanged 152
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Mstep: Class 1 contains 20180 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5716244 nChanged 173
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5716269 nChanged 167
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	Iteration 43Q: 3 clusters Score -5716273 nChanged 153
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Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5716281 nChanged 137
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Mstep: Class 1 contains 19894 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5716302 nChanged 112
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Mstep: Class 1 contains 19836 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5716294 nChanged 105
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Mstep: Class 1 contains 19783 members 
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	Iteration 47Q: 3 clusters Score -5716296 nChanged 96
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Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 25525 members 
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	Iteration 48Q: 3 clusters Score -5716294 nChanged 86
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Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5716298 nChanged 95
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Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 25666 members 
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	Iteration 50Q: 3 clusters Score -5716298 nChanged 82
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Mstep: Class 1 contains 19504 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5716309 nChanged 97
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Mstep: Class 1 contains 19427 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5716322 nChanged 83
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5716318 nChanged 83
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Mstep: Class 1 contains 19287 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5716340 nChanged 73
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Mstep: Class 1 contains 19218 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5716356 nChanged 75
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Mstep: Class 1 contains 19143 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5716370 nChanged 81
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Mstep: Class 1 contains 19070 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5716383 nChanged 88
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Mstep: Class 1 contains 18988 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5716386 nChanged 83
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Mstep: Class 1 contains 18907 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5716390 nChanged 78
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Mstep: Class 1 contains 18835 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5716406 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5716388 nChanged 77
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Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5716384 nChanged 73
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Mstep: Class 1 contains 18619 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5716383 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5716403.000000 Penalty: 3483.899902
	Iteration 64Q: 3 clusters Score -5716403 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5716405 nChanged 49
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Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -5716395.000000 Penalty: 3483.899902
	Iteration 66Q: 3 clusters Score -5716395 nChanged 50
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Mstep: Class 1 contains 18411 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5716404 nChanged 53
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Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5716400 nChanged 64
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Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5716416 nChanged 73
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Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -5716421.000000 Penalty: 3483.899902
	Iteration 70Q: 3 clusters Score -5716421 nChanged 85
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Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5716428 nChanged 80
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Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5716436.000000 Penalty: 3483.899902
	Iteration 72Q: 3 clusters Score -5716436 nChanged 89
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Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5716438 nChanged 79
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Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -5716431.500000 Penalty: 3483.899902
	Iteration 74Q: 3 clusters Score -5716432 nChanged 78
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Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5716446 nChanged 84
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Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5716452 nChanged 84
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Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5716473 nChanged 84
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Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5716482 nChanged 75
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5716494 nChanged 75
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5716500 nChanged 86
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5716500 nChanged 88
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Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5716490 nChanged 88
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Mstep: Class 1 contains 17188 members 
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	Iteration 83Q: 3 clusters Score -5716494 nChanged 94
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Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5716499 nChanged 104
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Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5716488 nChanged 105
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Mstep: Class 1 contains 16895 members 
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Entering Unmasked Estep 
Score: -5716511.500000 Penalty: 3483.899902
	Iteration 86Q: 3 clusters Score -5716512 nChanged 90
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Mstep: Class 1 contains 16807 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5716514 nChanged 94
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5716518 nChanged 106
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Mstep: Class 1 contains 16609 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5716520 nChanged 112
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Mstep: Class 1 contains 16497 members 
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Entering Unmasked Estep 
Score: -5716530.500000 Penalty: 3483.899902
	Iteration 90Q: 3 clusters Score -5716530 nChanged 118
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Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5716534 nChanged 135
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Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5716560 nChanged 130
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Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5716573 nChanged 117
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Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 29360 members 
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Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 29489 members 
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Mstep: Class 2 contains 29897 members 
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Mstep: Class 2 contains 30035 members 
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Mstep: Class 2 contains 30291 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14074 members 
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Mstep: Class 1 contains 13981 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5716783 nChanged 84
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Mstep: Class 1 contains 13813 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13364 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5716865 nChanged 96
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Mstep: Class 2 contains 32287 members 
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	Iteration 126Q: 3 clusters Score -5716884 nChanged 139
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Mstep: Class 1 contains 11510 members 
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Mstep: Class 1 contains 11360 members 
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	Iteration 134Q: 3 clusters Score -5717011 nChanged 166
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Mstep: Class 1 contains 11027 members 
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Mstep: Class 1 contains 10853 members 
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	Iteration 137Q: 3 clusters Score -5717068 nChanged 163
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Mstep: Class 1 contains 10690 members 
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	Iteration 140F: 3 clusters Score -5717130 nChanged 166
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Mstep: Class 1 contains 10009 members 
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	Iteration 142Q: 3 clusters Score -5717170 nChanged 170
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	Iteration 143Q: 3 clusters Score -5717214 nChanged 195
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Mstep: Class 1 contains 7837 members 
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	Iteration 156Q: 3 clusters Score -5718025 nChanged 343
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Mstep: Class 1 contains 5058 members 
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	Iteration 160F: 3 clusters Score -5718322 nChanged 281
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Mstep: Class 1 contains 4777 members 
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Mstep: Class 1 contains 4514 members 
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	Iteration 162Q: 3 clusters Score -5718450 nChanged 279
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Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 41003 members 
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	Iteration 163Q: 3 clusters Score -5718534 nChanged 271
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	Iteration 168Q: 3 clusters Score -5718904 nChanged 169
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	Iteration 171Q: 3 clusters Score -5719041 nChanged 158
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Mstep: Class 1 contains 2477 members 
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	Iteration 172Q: 3 clusters Score -5719078 nChanged 140
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	Iteration 173Q: 3 clusters Score -5719120 nChanged 119
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	Iteration 174Q: 3 clusters Score -5719141 nChanged 108
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	Iteration 175Q: 3 clusters Score -5719168 nChanged 102
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	Iteration 176Q: 3 clusters Score -5719198 nChanged 80
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	Iteration 177Q: 3 clusters Score -5719228 nChanged 76
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	Iteration 178Q: 3 clusters Score -5719256 nChanged 64
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	Iteration 179Q: 3 clusters Score -5719272 nChanged 63
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	Iteration 180F: 3 clusters Score -5719300 nChanged 59
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	Iteration 181Q: 3 clusters Score -5719312 nChanged 50
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Mstep: Class 1 contains 1646 members 
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	Iteration 182Q: 3 clusters Score -5719326 nChanged 50
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	Iteration 183Q: 3 clusters Score -5719331 nChanged 60
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	Iteration 184Q: 3 clusters Score -5719358 nChanged 59
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	Iteration 185Q: 3 clusters Score -5719390 nChanged 52
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	Iteration 186Q: 3 clusters Score -5719412 nChanged 41
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Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5719421.500000 Penalty: 3483.899902
	Iteration 187Q: 3 clusters Score -5719422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5719421.500000 Penalty: 3483.899902
	Iteration 188Q: 3 clusters Score -5719422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -5719432.000000 Penalty: 3483.899902
	Iteration 189Q: 3 clusters Score -5719432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -5719447.500000 Penalty: 3483.899902
	Iteration 190Q: 3 clusters Score -5719448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -5719450.000000 Penalty: 3483.899902
	Iteration 191Q: 3 clusters Score -5719450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5719456.000000 Penalty: 3483.899902
	Iteration 192Q: 3 clusters Score -5719456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -5719459.000000 Penalty: 3483.899902
	Iteration 193Q: 3 clusters Score -5719459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -5719462.000000 Penalty: 3483.899902
	Iteration 194Q: 3 clusters Score -5719462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -5719470.000000 Penalty: 3483.899902
	Iteration 195Q: 3 clusters Score -5719470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -5719489.000000 Penalty: 3483.899902
	Iteration 196Q: 3 clusters Score -5719489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5719483.500000 Penalty: 3483.899902
	Iteration 197Q: 3 clusters Score -5719484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -5719479.000000 Penalty: 3483.899902
	Iteration 198Q: 3 clusters Score -5719479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -5719489.000000 Penalty: 3483.899902
	Iteration 199Q: 3 clusters Score -5719489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -5719490.000000 Penalty: 3483.899902
	Iteration 200F: 3 clusters Score -5719490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -5719491.500000 Penalty: 3483.899902
	Iteration 201Q: 3 clusters Score -5719492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -5719490.000000 Penalty: 3483.899902
	Iteration 202Q: 3 clusters Score -5719490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -5719486.000000 Penalty: 3483.899902
	Iteration 203Q: 3 clusters Score -5719486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -5719489.500000 Penalty: 3483.899902
	Iteration 204Q: 3 clusters Score -5719490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -5719488.500000 Penalty: 3483.899902
	Iteration 205Q: 3 clusters Score -5719488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -5719493.000000 Penalty: 3483.899902
	Iteration 206Q: 3 clusters Score -5719493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -5719494.000000 Penalty: 3483.899902
	Iteration 207Q: 3 clusters Score -5719494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -5719496.500000 Penalty: 3483.899902
	Iteration 208Q: 3 clusters Score -5719496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -5719501.000000 Penalty: 3483.899902
	Iteration 209Q: 3 clusters Score -5719501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -5719507.000000 Penalty: 3483.899902
	Iteration 210Q: 3 clusters Score -5719507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -5719507.500000 Penalty: 3483.899902
	Iteration 211Q: 3 clusters Score -5719508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -5719505.500000 Penalty: 3483.899902
	Iteration 212Q: 3 clusters Score -5719506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -5719515.500000 Penalty: 3483.899902
	Iteration 213Q: 3 clusters Score -5719516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -5719513.500000 Penalty: 3483.899902
	Iteration 214Q: 3 clusters Score -5719514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -5719524.500000 Penalty: 3483.899902
	Iteration 215Q: 3 clusters Score -5719524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -5719523.500000 Penalty: 3483.899902
	Iteration 216Q: 3 clusters Score -5719524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -5719521.000000 Penalty: 3483.899902
	Iteration 217Q: 3 clusters Score -5719521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5719519.500000 Penalty: 3483.899902
	Iteration 218Q: 3 clusters Score -5719520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -5719523.500000 Penalty: 3483.899902
	Iteration 219Q: 3 clusters Score -5719524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5719523.500000 Penalty: 3483.899902
	Iteration 220F: 3 clusters Score -5719524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -5719522.000000 Penalty: 3483.899902
	Iteration 221Q: 3 clusters Score -5719522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5719523.000000 Penalty: 3483.899902
	Iteration 222Q: 3 clusters Score -5719523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -5719527.500000 Penalty: 3483.899902
	Iteration 223Q: 3 clusters Score -5719528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -5719531.500000 Penalty: 3483.899902
	Iteration 224Q: 3 clusters Score -5719532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -5719531.500000 Penalty: 3483.899902
	Iteration 225Q: 3 clusters Score -5719532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -5719532.000000 Penalty: 3483.899902
	Iteration 226Q: 3 clusters Score -5719532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -5719527.500000 Penalty: 3483.899902
	Iteration 227Q: 3 clusters Score -5719528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -5719531.500000 Penalty: 3483.899902
	Iteration 228Q: 3 clusters Score -5719532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -5719533.000000 Penalty: 3483.899902
	Iteration 229Q: 3 clusters Score -5719533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5719534.500000 Penalty: 3483.899902
	Iteration 230Q: 3 clusters Score -5719534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5719536.500000 Penalty: 3483.899902
	Iteration 231Q: 3 clusters Score -5719536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -5719538.000000 Penalty: 3483.899902
	Iteration 232Q: 3 clusters Score -5719538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -5719533.000000 Penalty: 3483.899902
	Iteration 233Q: 3 clusters Score -5719533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -5719536.000000 Penalty: 3483.899902
	Iteration 234Q: 3 clusters Score -5719536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -5719541.000000 Penalty: 3483.899902
	Iteration 235Q: 3 clusters Score -5719541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5719539.500000 Penalty: 3483.899902
	Iteration 236Q: 3 clusters Score -5719540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -5719541.500000 Penalty: 3483.899902
	Iteration 237Q: 3 clusters Score -5719542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -5719546.000000 Penalty: 3483.899902
	Iteration 238Q: 3 clusters Score -5719546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -5719550.000000 Penalty: 3483.899902
	Iteration 239Q: 3 clusters Score -5719550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -5719544.000000 Penalty: 3483.899902
	Iteration 240F: 3 clusters Score -5719544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -5719547.500000 Penalty: 3483.899902
	Iteration 241Q: 3 clusters Score -5719548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5719544.000000 Penalty: 3483.899902
	Iteration 242Q: 3 clusters Score -5719544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -5719549.000000 Penalty: 3483.899902
	Iteration 243Q: 3 clusters Score -5719549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5719551.500000 Penalty: 3483.899902
	Iteration 244Q: 3 clusters Score -5719552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -5719552.500000 Penalty: 3483.899902
	Iteration 245Q: 3 clusters Score -5719552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -5719552.500000 Penalty: 3483.899902
	Iteration 246F: 3 clusters Score -5719552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -66263.140625 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -66263.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65141.363281 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -65141.36 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65327.097656 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -65327.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65385.023438 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -65385.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65422.140625 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -65422.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65446.679688 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -65446.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65457.839844 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -65457.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65463.128906 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -65463.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65464.574219 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -65464.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65464.574219 Penalty: 2058.892578
	Iteration 8F: 3 clusters Score -65464.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Entering Unmasked Estep 
Score: -816039.187500 Penalty: 1425.372925
	Iteration 0F: 2 clusters Score -816039.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -811121.812500 Penalty: 2850.745850
	Iteration 0F: 3 clusters Score -811121.8 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -812530.750000 Penalty: 2850.745850
	Iteration 1F: 3 clusters Score -812530.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -812729.187500 Penalty: 2850.745850
	Iteration 2F: 3 clusters Score -812729.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -812893.312500 Penalty: 2850.745850
	Iteration 3F: 3 clusters Score -812893.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -813024.750000 Penalty: 2850.745850
	Iteration 4Q: 3 clusters Score -813024.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -813142.812500 Penalty: 2850.745850
	Iteration 5Q: 3 clusters Score -813142.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -813293.687500 Penalty: 2850.745850
	Iteration 6Q: 3 clusters Score -813293.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -813456.312500 Penalty: 2850.745850
	Iteration 7Q: 3 clusters Score -813456.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -813612.687500 Penalty: 2850.745850
	Iteration 8Q: 3 clusters Score -813612.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -813788.250000 Penalty: 2850.745850
	Iteration 9Q: 3 clusters Score -813788.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -813946.750000 Penalty: 2850.745850
	Iteration 10Q: 3 clusters Score -813946.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -814080.125000 Penalty: 2850.745850
	Iteration 11Q: 3 clusters Score -814080.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -814190.062500 Penalty: 2850.745850
	Iteration 12Q: 3 clusters Score -814190.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -814268.625000 Penalty: 2850.745850
	Iteration 13Q: 3 clusters Score -814268.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -814339.125000 Penalty: 2850.745850
	Iteration 14Q: 3 clusters Score -814339.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -814415.312500 Penalty: 2850.745850
	Iteration 15Q: 3 clusters Score -814415.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -814476.250000 Penalty: 2850.745850
	Iteration 16Q: 3 clusters Score -814476.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -814520.812500 Penalty: 2850.745850
	Iteration 17Q: 3 clusters Score -814520.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -814549.875000 Penalty: 2850.745850
	Iteration 18Q: 3 clusters Score -814549.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -814571.500000 Penalty: 2850.745850
	Iteration 19Q: 3 clusters Score -814571.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -814592.125000 Penalty: 2850.745850
	Iteration 20F: 3 clusters Score -814592.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -814625.750000 Penalty: 2850.745850
	Iteration 21Q: 3 clusters Score -814625.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -814661.500000 Penalty: 2850.745850
	Iteration 22Q: 3 clusters Score -814661.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -814699.312500 Penalty: 2850.745850
	Iteration 23Q: 3 clusters Score -814699.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -814732.312500 Penalty: 2850.745850
	Iteration 24Q: 3 clusters Score -814732.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -814756.250000 Penalty: 2850.745850
	Iteration 25Q: 3 clusters Score -814756.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -814767.687500 Penalty: 2850.745850
	Iteration 26Q: 3 clusters Score -814767.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -814773.937500 Penalty: 2850.745850
	Iteration 27Q: 3 clusters Score -814773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -814778.562500 Penalty: 2850.745850
	Iteration 28Q: 3 clusters Score -814778.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -814782.625000 Penalty: 2850.745850
	Iteration 29Q: 3 clusters Score -814782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -814790.000000 Penalty: 2850.745850
	Iteration 30Q: 3 clusters Score -814790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -814797.937500 Penalty: 2850.745850
	Iteration 31Q: 3 clusters Score -814797.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -814806.750000 Penalty: 2850.745850
	Iteration 32Q: 3 clusters Score -814806.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -814816.125000 Penalty: 2850.745850
	Iteration 33Q: 3 clusters Score -814816.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -814830.250000 Penalty: 2850.745850
	Iteration 34Q: 3 clusters Score -814830.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -814844.750000 Penalty: 2850.745850
	Iteration 35Q: 3 clusters Score -814844.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -814855.312500 Penalty: 2850.745850
	Iteration 36Q: 3 clusters Score -814855.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -814862.500000 Penalty: 2850.745850
	Iteration 37Q: 3 clusters Score -814862.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -814870.000000 Penalty: 2850.745850
	Iteration 38Q: 3 clusters Score -814870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -814876.187500 Penalty: 2850.745850
	Iteration 39Q: 3 clusters Score -814876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -814879.625000 Penalty: 2850.745850
	Iteration 40F: 3 clusters Score -814879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -814881.312500 Penalty: 2850.745850
	Iteration 41Q: 3 clusters Score -814881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -814881.812500 Penalty: 2850.745850
	Iteration 42Q: 3 clusters Score -814881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -814882.750000 Penalty: 2850.745850
	Iteration 43Q: 3 clusters Score -814882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -814881.875000 Penalty: 2850.745850
	Iteration 44Q: 3 clusters Score -814881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -814883.937500 Penalty: 2850.745850
	Iteration 45Q: 3 clusters Score -814883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -814884.187500 Penalty: 2850.745850
	Iteration 46Q: 3 clusters Score -814884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -814883.125000 Penalty: 2850.745850
	Iteration 47Q: 3 clusters Score -814883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -814884.687500 Penalty: 2850.745850
	Iteration 48Q: 3 clusters Score -814884.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -814885.187500 Penalty: 2850.745850
	Iteration 49Q: 3 clusters Score -814885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -814886.875000 Penalty: 2850.745850
	Iteration 50Q: 3 clusters Score -814886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -814886.812500 Penalty: 2850.745850
	Iteration 51Q: 3 clusters Score -814886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -814888.687500 Penalty: 2850.745850
	Iteration 52Q: 3 clusters Score -814888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -814888.562500 Penalty: 2850.745850
	Iteration 53Q: 3 clusters Score -814888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -814891.562500 Penalty: 2850.745850
	Iteration 54Q: 3 clusters Score -814891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -814892.687500 Penalty: 2850.745850
	Iteration 55Q: 3 clusters Score -814892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -814893.000000 Penalty: 2850.745850
	Iteration 56Q: 3 clusters Score -814893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -814893.812500 Penalty: 2850.745850
	Iteration 57Q: 3 clusters Score -814893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -814893.625000 Penalty: 2850.745850
	Iteration 58Q: 3 clusters Score -814893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -814894.875000 Penalty: 2850.745850
	Iteration 59Q: 3 clusters Score -814894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -814896.250000 Penalty: 2850.745850
	Iteration 60F: 3 clusters Score -814896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -814898.687500 Penalty: 2850.745850
	Iteration 61Q: 3 clusters Score -814898.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -814902.625000 Penalty: 2850.745850
	Iteration 62Q: 3 clusters Score -814902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -814903.312500 Penalty: 2850.745850
	Iteration 63Q: 3 clusters Score -814903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -814904.187500 Penalty: 2850.745850
	Iteration 64Q: 3 clusters Score -814904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -814904.250000 Penalty: 2850.745850
	Iteration 65Q: 3 clusters Score -814904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -814903.875000 Penalty: 2850.745850
	Iteration 66Q: 3 clusters Score -814903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -814904.750000 Penalty: 2850.745850
	Iteration 67Q: 3 clusters Score -814904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -814906.375000 Penalty: 2850.745850
	Iteration 68Q: 3 clusters Score -814906.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -814906.375000 Penalty: 2850.745850
	Iteration 69F: 3 clusters Score -814906.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Entering Unmasked Estep 
Score: -7000582.500000 Penalty: 1772.187988
	Iteration 0F: 2 clusters Score -7000582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6964463.000000 Penalty: 3544.375977
	Iteration 0F: 3 clusters Score -6964463 nChanged 25794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -6979060.000000 Penalty: 3544.375977
	Iteration 1F: 3 clusters Score -6979060 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -6979619.500000 Penalty: 3544.375977
	Iteration 2Q: 3 clusters Score -6979620 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -6980442.000000 Penalty: 3544.375977
	Iteration 3Q: 3 clusters Score -6980442 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -6981555.500000 Penalty: 3544.375977
	Iteration 4Q: 3 clusters Score -6981556 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -6983153.500000 Penalty: 3544.375977
	Iteration 5Q: 3 clusters Score -6983154 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -6985281.000000 Penalty: 3544.375977
	Iteration 6F: 3 clusters Score -6985281 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -6987888.000000 Penalty: 3544.375977
	Iteration 7F: 3 clusters Score -6987888 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -6990399.000000 Penalty: 3544.375977
	Iteration 8F: 3 clusters Score -6990399 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -6991875.500000 Penalty: 3544.375977
	Iteration 9F: 3 clusters Score -6991876 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -6992504.500000 Penalty: 3544.375977
	Iteration 10Q: 3 clusters Score -6992504 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -6992823.500000 Penalty: 3544.375977
	Iteration 11Q: 3 clusters Score -6992824 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -6993101.000000 Penalty: 3544.375977
	Iteration 12Q: 3 clusters Score -6993101 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -6993366.000000 Penalty: 3544.375977
	Iteration 13Q: 3 clusters Score -6993366 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -6993541.000000 Penalty: 3544.375977
	Iteration 14Q: 3 clusters Score -6993541 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -6993756.500000 Penalty: 3544.375977
	Iteration 15Q: 3 clusters Score -6993756 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -6993985.000000 Penalty: 3544.375977
	Iteration 16Q: 3 clusters Score -6993985 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -6994238.500000 Penalty: 3544.375977
	Iteration 17Q: 3 clusters Score -6994238 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -6994490.000000 Penalty: 3544.375977
	Iteration 18Q: 3 clusters Score -6994490 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -6994754.000000 Penalty: 3544.375977
	Iteration 19Q: 3 clusters Score -6994754 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -6995032.500000 Penalty: 3544.375977
	Iteration 20F: 3 clusters Score -6995032 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6995245.500000 Penalty: 3544.375977
	Iteration 21Q: 3 clusters Score -6995246 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -6995502.500000 Penalty: 3544.375977
	Iteration 22Q: 3 clusters Score -6995502 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -6995683.000000 Penalty: 3544.375977
	Iteration 23Q: 3 clusters Score -6995683 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -6995891.000000 Penalty: 3544.375977
	Iteration 24Q: 3 clusters Score -6995891 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -6996015.000000 Penalty: 3544.375977
	Iteration 25Q: 3 clusters Score -6996015 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -6996086.500000 Penalty: 3544.375977
	Iteration 26Q: 3 clusters Score -6996086 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -6996161.500000 Penalty: 3544.375977
	Iteration 27Q: 3 clusters Score -6996162 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -6996219.000000 Penalty: 3544.375977
	Iteration 28Q: 3 clusters Score -6996219 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -6996299.000000 Penalty: 3544.375977
	Iteration 29Q: 3 clusters Score -6996299 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -6996330.000000 Penalty: 3544.375977
	Iteration 30Q: 3 clusters Score -6996330 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -6996405.000000 Penalty: 3544.375977
	Iteration 31Q: 3 clusters Score -6996405 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -6996409.500000 Penalty: 3544.375977
	Iteration 32Q: 3 clusters Score -6996410 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -6996422.000000 Penalty: 3544.375977
	Iteration 33Q: 3 clusters Score -6996422 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -6996446.000000 Penalty: 3544.375977
	Iteration 34Q: 3 clusters Score -6996446 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -6996463.500000 Penalty: 3544.375977
	Iteration 35Q: 3 clusters Score -6996464 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -6996496.500000 Penalty: 3544.375977
	Iteration 36Q: 3 clusters Score -6996496 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -6996502.500000 Penalty: 3544.375977
	Iteration 37Q: 3 clusters Score -6996502 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -6996501.000000 Penalty: 3544.375977
	Iteration 38Q: 3 clusters Score -6996501 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -6996518.000000 Penalty: 3544.375977
	Iteration 39Q: 3 clusters Score -6996518 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -6996536.500000 Penalty: 3544.375977
	Iteration 40F: 3 clusters Score -6996536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -6996571.500000 Penalty: 3544.375977
	Iteration 41Q: 3 clusters Score -6996572 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6996582 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6996608 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -6996642.500000 Penalty: 3544.375977
	Iteration 44Q: 3 clusters Score -6996642 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -6996656.000000 Penalty: 3544.375977
	Iteration 45Q: 3 clusters Score -6996656 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -6996693.500000 Penalty: 3544.375977
	Iteration 46Q: 3 clusters Score -6996694 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -6996709.000000 Penalty: 3544.375977
	Iteration 47Q: 3 clusters Score -6996709 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6996694 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -6996692.000000 Penalty: 3544.375977
	Iteration 49Q: 3 clusters Score -6996692 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -6996702.500000 Penalty: 3544.375977
	Iteration 50Q: 3 clusters Score -6996702 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -6996718.500000 Penalty: 3544.375977
	Iteration 51Q: 3 clusters Score -6996718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6996727 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -6996761.000000 Penalty: 3544.375977
	Iteration 53Q: 3 clusters Score -6996761 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6996768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -6996752.500000 Penalty: 3544.375977
	Iteration 55Q: 3 clusters Score -6996752 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -6996742.500000 Penalty: 3544.375977
	Iteration 56Q: 3 clusters Score -6996742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -6996779.500000 Penalty: 3544.375977
	Iteration 57Q: 3 clusters Score -6996780 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -6996786.500000 Penalty: 3544.375977
	Iteration 58Q: 3 clusters Score -6996786 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -6996818.000000 Penalty: 3544.375977
	Iteration 59Q: 3 clusters Score -6996818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -6996833.500000 Penalty: 3544.375977
	Iteration 60F: 3 clusters Score -6996834 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -6996863.000000 Penalty: 3544.375977
	Iteration 61Q: 3 clusters Score -6996863 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6996863 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6996868 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -6996893.500000 Penalty: 3544.375977
	Iteration 64Q: 3 clusters Score -6996894 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -6996882.000000 Penalty: 3544.375977
	Iteration 65Q: 3 clusters Score -6996882 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -6996887.500000 Penalty: 3544.375977
	Iteration 66Q: 3 clusters Score -6996888 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -6996909.500000 Penalty: 3544.375977
	Iteration 67Q: 3 clusters Score -6996910 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6996936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -6996962.500000 Penalty: 3544.375977
	Iteration 69Q: 3 clusters Score -6996962 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6996982 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6996974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6996980 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -6997003.500000 Penalty: 3544.375977
	Iteration 73Q: 3 clusters Score -6997004 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6997050 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6997082 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6997088 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6997100 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -6997138.000000 Penalty: 3544.375977
	Iteration 78Q: 3 clusters Score -6997138 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -6997136.000000 Penalty: 3544.375977
	Iteration 79Q: 3 clusters Score -6997136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -6997161.500000 Penalty: 3544.375977
	Iteration 80F: 3 clusters Score -6997162 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -6997183.500000 Penalty: 3544.375977
	Iteration 81Q: 3 clusters Score -6997184 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -6997180.000000 Penalty: 3544.375977
	Iteration 82Q: 3 clusters Score -6997180 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -6997190.000000 Penalty: 3544.375977
	Iteration 83Q: 3 clusters Score -6997190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -6997207.500000 Penalty: 3544.375977
	Iteration 84Q: 3 clusters Score -6997208 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -6997230.500000 Penalty: 3544.375977
	Iteration 85Q: 3 clusters Score -6997230 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -6997272.500000 Penalty: 3544.375977
	Iteration 86Q: 3 clusters Score -6997272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6997306 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6997311 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6997364 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -6997398.500000 Penalty: 3544.375977
	Iteration 90Q: 3 clusters Score -6997398 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6997410 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6997426 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6997471 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -6997517.500000 Penalty: 3544.375977
	Iteration 94Q: 3 clusters Score -6997518 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -6997531.500000 Penalty: 3544.375977
	Iteration 95Q: 3 clusters Score -6997532 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6997579 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6997632 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -6997678.000000 Penalty: 3544.375977
	Iteration 98Q: 3 clusters Score -6997678 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6997708.500000 Penalty: 3544.375977
	Iteration 99Q: 3 clusters Score -6997708 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -6997742.000000 Penalty: 3544.375977
	Iteration 100F: 3 clusters Score -6997742 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -6997783.500000 Penalty: 3544.375977
	Iteration 101Q: 3 clusters Score -6997784 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -6997819.000000 Penalty: 3544.375977
	Iteration 102Q: 3 clusters Score -6997819 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -6997854.500000 Penalty: 3544.375977
	Iteration 103Q: 3 clusters Score -6997854 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -6997873.500000 Penalty: 3544.375977
	Iteration 104Q: 3 clusters Score -6997874 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -6997898.000000 Penalty: 3544.375977
	Iteration 105Q: 3 clusters Score -6997898 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -6997958.500000 Penalty: 3544.375977
	Iteration 106Q: 3 clusters Score -6997958 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -6997993.500000 Penalty: 3544.375977
	Iteration 107Q: 3 clusters Score -6997994 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6998013.500000 Penalty: 3544.375977
	Iteration 108Q: 3 clusters Score -6998014 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -6998039.000000 Penalty: 3544.375977
	Iteration 109Q: 3 clusters Score -6998039 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6998036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -6998051.000000 Penalty: 3544.375977
	Iteration 111Q: 3 clusters Score -6998051 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6998068 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -6998101.000000 Penalty: 3544.375977
	Iteration 113Q: 3 clusters Score -6998101 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -6998138.500000 Penalty: 3544.375977
	Iteration 114Q: 3 clusters Score -6998138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -6998177.500000 Penalty: 3544.375977
	Iteration 115Q: 3 clusters Score -6998178 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6998223.500000 Penalty: 3544.375977
	Iteration 116Q: 3 clusters Score -6998224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -6998266.000000 Penalty: 3544.375977
	Iteration 117Q: 3 clusters Score -6998266 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -6998286.000000 Penalty: 3544.375977
	Iteration 118Q: 3 clusters Score -6998286 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -6998312.000000 Penalty: 3544.375977
	Iteration 119Q: 3 clusters Score -6998312 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -6998331.000000 Penalty: 3544.375977
	Iteration 120F: 3 clusters Score -6998331 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -6998360.000000 Penalty: 3544.375977
	Iteration 121Q: 3 clusters Score -6998360 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -6998372.500000 Penalty: 3544.375977
	Iteration 122Q: 3 clusters Score -6998372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -6998400.500000 Penalty: 3544.375977
	Iteration 123Q: 3 clusters Score -6998400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -6998433.000000 Penalty: 3544.375977
	Iteration 124Q: 3 clusters Score -6998433 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -6998446.500000 Penalty: 3544.375977
	Iteration 125Q: 3 clusters Score -6998446 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -6998482.000000 Penalty: 3544.375977
	Iteration 126Q: 3 clusters Score -6998482 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -6998521.000000 Penalty: 3544.375977
	Iteration 127Q: 3 clusters Score -6998521 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -6998543.000000 Penalty: 3544.375977
	Iteration 128Q: 3 clusters Score -6998543 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6998580 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6998614.000000 Penalty: 3544.375977
	Iteration 130Q: 3 clusters Score -6998614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -6998638.500000 Penalty: 3544.375977
	Iteration 131Q: 3 clusters Score -6998638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -6998669.000000 Penalty: 3544.375977
	Iteration 132Q: 3 clusters Score -6998669 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6998717.000000 Penalty: 3544.375977
	Iteration 133Q: 3 clusters Score -6998717 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -6998725.500000 Penalty: 3544.375977
	Iteration 134Q: 3 clusters Score -6998726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -6998728.000000 Penalty: 3544.375977
	Iteration 135Q: 3 clusters Score -6998728 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -6998740.500000 Penalty: 3544.375977
	Iteration 136Q: 3 clusters Score -6998740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -6998772.000000 Penalty: 3544.375977
	Iteration 137Q: 3 clusters Score -6998772 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -6998792.000000 Penalty: 3544.375977
	Iteration 138Q: 3 clusters Score -6998792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -6998797.000000 Penalty: 3544.375977
	Iteration 139Q: 3 clusters Score -6998797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6998808.500000 Penalty: 3544.375977
	Iteration 140F: 3 clusters Score -6998808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -6998814.000000 Penalty: 3544.375977
	Iteration 141Q: 3 clusters Score -6998814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6998841.500000 Penalty: 3544.375977
	Iteration 142Q: 3 clusters Score -6998842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -6998862.500000 Penalty: 3544.375977
	Iteration 143Q: 3 clusters Score -6998862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -6998878.000000 Penalty: 3544.375977
	Iteration 144Q: 3 clusters Score -6998878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -6998869.000000 Penalty: 3544.375977
	Iteration 145Q: 3 clusters Score -6998869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -6998871.500000 Penalty: 3544.375977
	Iteration 146Q: 3 clusters Score -6998872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -6998914.500000 Penalty: 3544.375977
	Iteration 147Q: 3 clusters Score -6998914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -6998927.000000 Penalty: 3544.375977
	Iteration 148Q: 3 clusters Score -6998927 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -6998941.000000 Penalty: 3544.375977
	Iteration 149Q: 3 clusters Score -6998941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -6998942.500000 Penalty: 3544.375977
	Iteration 150Q: 3 clusters Score -6998942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6998957.000000 Penalty: 3544.375977
	Iteration 151Q: 3 clusters Score -6998957 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -6998954.500000 Penalty: 3544.375977
	Iteration 152Q: 3 clusters Score -6998954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6998966.000000 Penalty: 3544.375977
	Iteration 153Q: 3 clusters Score -6998966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -6998984.500000 Penalty: 3544.375977
	Iteration 154Q: 3 clusters Score -6998984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -6998984.000000 Penalty: 3544.375977
	Iteration 155Q: 3 clusters Score -6998984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -6999006.500000 Penalty: 3544.375977
	Iteration 156Q: 3 clusters Score -6999006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6999016.000000 Penalty: 3544.375977
	Iteration 157Q: 3 clusters Score -6999016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -6999022.000000 Penalty: 3544.375977
	Iteration 158Q: 3 clusters Score -6999022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -6999040.000000 Penalty: 3544.375977
	Iteration 159Q: 3 clusters Score -6999040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -6999069.500000 Penalty: 3544.375977
	Iteration 160F: 3 clusters Score -6999070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -6999079.000000 Penalty: 3544.375977
	Iteration 161Q: 3 clusters Score -6999079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -6999079.500000 Penalty: 3544.375977
	Iteration 162Q: 3 clusters Score -6999080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -6999086.500000 Penalty: 3544.375977
	Iteration 163Q: 3 clusters Score -6999086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -6999088.000000 Penalty: 3544.375977
	Iteration 164Q: 3 clusters Score -6999088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -6999093.000000 Penalty: 3544.375977
	Iteration 165Q: 3 clusters Score -6999093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -6999103.500000 Penalty: 3544.375977
	Iteration 166Q: 3 clusters Score -6999104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -6999099.000000 Penalty: 3544.375977
	Iteration 167Q: 3 clusters Score -6999099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -6999097.500000 Penalty: 3544.375977
	Iteration 168Q: 3 clusters Score -6999098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -6999105.000000 Penalty: 3544.375977
	Iteration 169Q: 3 clusters Score -6999105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -6999107.000000 Penalty: 3544.375977
	Iteration 170Q: 3 clusters Score -6999107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -6999115.000000 Penalty: 3544.375977
	Iteration 171Q: 3 clusters Score -6999115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -6999121.000000 Penalty: 3544.375977
	Iteration 172Q: 3 clusters Score -6999121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -6999126.500000 Penalty: 3544.375977
	Iteration 173Q: 3 clusters Score -6999126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -6999142.000000 Penalty: 3544.375977
	Iteration 174Q: 3 clusters Score -6999142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -6999145.000000 Penalty: 3544.375977
	Iteration 175Q: 3 clusters Score -6999145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -6999139.000000 Penalty: 3544.375977
	Iteration 176Q: 3 clusters Score -6999139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -6999141.000000 Penalty: 3544.375977
	Iteration 177Q: 3 clusters Score -6999141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -6999140.000000 Penalty: 3544.375977
	Iteration 178Q: 3 clusters Score -6999140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -6999147.000000 Penalty: 3544.375977
	Iteration 179Q: 3 clusters Score -6999147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -6999152.000000 Penalty: 3544.375977
	Iteration 180F: 3 clusters Score -6999152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -6999156.500000 Penalty: 3544.375977
	Iteration 181Q: 3 clusters Score -6999156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -6999162.000000 Penalty: 3544.375977
	Iteration 182Q: 3 clusters Score -6999162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -6999148.500000 Penalty: 3544.375977
	Iteration 183Q: 3 clusters Score -6999148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -6999159.500000 Penalty: 3544.375977
	Iteration 184Q: 3 clusters Score -6999160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -6999167.000000 Penalty: 3544.375977
	Iteration 185Q: 3 clusters Score -6999167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -6999162.000000 Penalty: 3544.375977
	Iteration 186Q: 3 clusters Score -6999162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -6999170.500000 Penalty: 3544.375977
	Iteration 187Q: 3 clusters Score -6999170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -6999166.500000 Penalty: 3544.375977
	Iteration 188Q: 3 clusters Score -6999166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -6999168.000000 Penalty: 3544.375977
	Iteration 189Q: 3 clusters Score -6999168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -6999167.000000 Penalty: 3544.375977
	Iteration 190Q: 3 clusters Score -6999167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -6999172.500000 Penalty: 3544.375977
	Iteration 191Q: 3 clusters Score -6999172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -6999169.000000 Penalty: 3544.375977
	Iteration 192Q: 3 clusters Score -6999169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -6999171.000000 Penalty: 3544.375977
	Iteration 193Q: 3 clusters Score -6999171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -6999171.500000 Penalty: 3544.375977
	Iteration 194Q: 3 clusters Score -6999172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -6999172.000000 Penalty: 3544.375977
	Iteration 195Q: 3 clusters Score -6999172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -6999168.000000 Penalty: 3544.375977
	Iteration 196Q: 3 clusters Score -6999168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -6999168.000000 Penalty: 3544.375977
	Iteration 197Q: 3 clusters Score -6999168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -6999169.000000 Penalty: 3544.375977
	Iteration 198Q: 3 clusters Score -6999169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -6999173.000000 Penalty: 3544.375977
	Iteration 199Q: 3 clusters Score -6999173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -6999176.500000 Penalty: 3544.375977
	Iteration 200F: 3 clusters Score -6999176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -6999175.500000 Penalty: 3544.375977
	Iteration 201Q: 3 clusters Score -6999176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -6999175.500000 Penalty: 3544.375977
	Iteration 202F: 3 clusters Score -6999176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Entering Unmasked Estep 
Score: -10384701.000000 Penalty: 1836.796631
	Iteration 0F: 2 clusters Score -1.03847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -10334728.000000 Penalty: 3673.593262
	Iteration 0F: 3 clusters Score -1.033473e+07 nChanged 38585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -10356820.000000 Penalty: 3673.593262
	Iteration 1F: 3 clusters Score -1.035682e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -10357451.000000 Penalty: 3673.593262
	Iteration 2Q: 3 clusters Score -1.035745e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -10358210.000000 Penalty: 3673.593262
	Iteration 3Q: 3 clusters Score -1.035821e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -10359082.000000 Penalty: 3673.593262
	Iteration 4Q: 3 clusters Score -1.035908e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -10360397.000000 Penalty: 3673.593262
	Iteration 5Q: 3 clusters Score -1.03604e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -10362300.000000 Penalty: 3673.593262
	Iteration 6Q: 3 clusters Score -1.03623e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -10364948.000000 Penalty: 3673.593262
	Iteration 7F: 3 clusters Score -1.036495e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -10368292.000000 Penalty: 3673.593262
	Iteration 8F: 3 clusters Score -1.036829e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -10372179.000000 Penalty: 3673.593262
	Iteration 9F: 3 clusters Score -1.037218e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -10375825.000000 Penalty: 3673.593262
	Iteration 10F: 3 clusters Score -1.037582e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -10378149.000000 Penalty: 3673.593262
	Iteration 11Q: 3 clusters Score -1.037815e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -10379535.000000 Penalty: 3673.593262
	Iteration 12Q: 3 clusters Score -1.037954e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -10380500.000000 Penalty: 3673.593262
	Iteration 13Q: 3 clusters Score -1.03805e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -10381428.000000 Penalty: 3673.593262
	Iteration 14Q: 3 clusters Score -1.038143e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -10382281.000000 Penalty: 3673.593262
	Iteration 15Q: 3 clusters Score -1.038228e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -10382968.000000 Penalty: 3673.593262
	Iteration 16Q: 3 clusters Score -1.038297e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -10383465.000000 Penalty: 3673.593262
	Iteration 17Q: 3 clusters Score -1.038346e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -10384014.000000 Penalty: 3673.593262
	Iteration 18Q: 3 clusters Score -1.038401e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -10384295.000000 Penalty: 3673.593262
	Iteration 19Q: 3 clusters Score -1.03843e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -10384493.000000 Penalty: 3673.593262
	Iteration 20F: 3 clusters Score -1.038449e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -10384638.000000 Penalty: 3673.593262
	Iteration 21Q: 3 clusters Score -1.038464e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -10384728.000000 Penalty: 3673.593262
	Iteration 22Q: 3 clusters Score -1.038473e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -10384758.000000 Penalty: 3673.593262
	Iteration 23Q: 3 clusters Score -1.038476e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -10384743.000000 Penalty: 3673.593262
	Iteration 24Q: 3 clusters Score -1.038474e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10384705.000000 Penalty: 3673.593262
	Iteration 25Q: 3 clusters Score -1.03847e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -10384640.000000 Penalty: 3673.593262
	Iteration 26Q: 3 clusters Score -1.038464e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -10384567.000000 Penalty: 3673.593262
	Iteration 27Q: 3 clusters Score -1.038457e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10384564.000000 Penalty: 3673.593262
	Iteration 28Q: 3 clusters Score -1.038456e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10384558.000000 Penalty: 3673.593262
	Iteration 29Q: 3 clusters Score -1.038456e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -10384536.000000 Penalty: 3673.593262
	Iteration 30Q: 3 clusters Score -1.038454e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -10384504.000000 Penalty: 3673.593262
	Iteration 31Q: 3 clusters Score -1.03845e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10384499.000000 Penalty: 3673.593262
	Iteration 32Q: 3 clusters Score -1.03845e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10384511.000000 Penalty: 3673.593262
	Iteration 33Q: 3 clusters Score -1.038451e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10384507.000000 Penalty: 3673.593262
	Iteration 34Q: 3 clusters Score -1.038451e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -10384496.000000 Penalty: 3673.593262
	Iteration 35Q: 3 clusters Score -1.03845e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10384488.000000 Penalty: 3673.593262
	Iteration 36Q: 3 clusters Score -1.038449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -10384487.000000 Penalty: 3673.593262
	Iteration 37Q: 3 clusters Score -1.038449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10384475.000000 Penalty: 3673.593262
	Iteration 38Q: 3 clusters Score -1.038448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10384472.000000 Penalty: 3673.593262
	Iteration 39Q: 3 clusters Score -1.038447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -10384481.000000 Penalty: 3673.593262
	Iteration 40F: 3 clusters Score -1.038448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10384478.000000 Penalty: 3673.593262
	Iteration 41Q: 3 clusters Score -1.038448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -10384471.000000 Penalty: 3673.593262
	Iteration 42Q: 3 clusters Score -1.038447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10384484.000000 Penalty: 3673.593262
	Iteration 43Q: 3 clusters Score -1.038448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10384480.000000 Penalty: 3673.593262
	Iteration 44Q: 3 clusters Score -1.038448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10384487.000000 Penalty: 3673.593262
	Iteration 45Q: 3 clusters Score -1.038449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -10384481.000000 Penalty: 3673.593262
	Iteration 46Q: 3 clusters Score -1.038448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10384482.000000 Penalty: 3673.593262
	Iteration 47Q: 3 clusters Score -1.038448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10384487.000000 Penalty: 3673.593262
	Iteration 48Q: 3 clusters Score -1.038449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -10384466.000000 Penalty: 3673.593262
	Iteration 49Q: 3 clusters Score -1.038447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -10384471.000000 Penalty: 3673.593262
	Iteration 50Q: 3 clusters Score -1.038447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79279 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10384475.000000 Penalty: 3673.593262
	Iteration 51Q: 3 clusters Score -1.038448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -10384477.000000 Penalty: 3673.593262
	Iteration 52Q: 3 clusters Score -1.038448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10384470.000000 Penalty: 3673.593262
	Iteration 53Q: 3 clusters Score -1.038447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10384466.000000 Penalty: 3673.593262
	Iteration 54Q: 3 clusters Score -1.038447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10384466.000000 Penalty: 3673.593262
	Iteration 55Q: 3 clusters Score -1.038447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -10384457.000000 Penalty: 3673.593262
	Iteration 56Q: 3 clusters Score -1.038446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -10384452.000000 Penalty: 3673.593262
	Iteration 57Q: 3 clusters Score -1.038445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -10384451.000000 Penalty: 3673.593262
	Iteration 58Q: 3 clusters Score -1.038445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10384455.000000 Penalty: 3673.593262
	Iteration 59Q: 3 clusters Score -1.038446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10384457.000000 Penalty: 3673.593262
	Iteration 60F: 3 clusters Score -1.038446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10384444.000000 Penalty: 3673.593262
	Iteration 61Q: 3 clusters Score -1.038444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10384453.000000 Penalty: 3673.593262
	Iteration 62Q: 3 clusters Score -1.038445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10384453.000000 Penalty: 3673.593262
	Iteration 63F: 3 clusters Score -1.038445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Entering Unmasked Estep 
Score: -5528569.500000 Penalty: 1733.466919
	Iteration 0F: 2 clusters Score -5528570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -5500094.000000 Penalty: 3466.933838
	Iteration 0F: 3 clusters Score -5500094 nChanged 19947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -5511559.000000 Penalty: 3466.933838
	Iteration 1F: 3 clusters Score -5511559 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5512186.500000 Penalty: 3466.933838
	Iteration 2Q: 3 clusters Score -5512186 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5512992.000000 Penalty: 3466.933838
	Iteration 3Q: 3 clusters Score -5512992 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -5513928.500000 Penalty: 3466.933838
	Iteration 4Q: 3 clusters Score -5513928 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5515224.000000 Penalty: 3466.933838
	Iteration 5F: 3 clusters Score -5515224 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -5516983.000000 Penalty: 3466.933838
	Iteration 6F: 3 clusters Score -5516983 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -5519054.500000 Penalty: 3466.933838
	Iteration 7F: 3 clusters Score -5519054 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5520736.000000 Penalty: 3466.933838
	Iteration 8F: 3 clusters Score -5520736 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -5521604.500000 Penalty: 3466.933838
	Iteration 9Q: 3 clusters Score -5521604 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -5522055.500000 Penalty: 3466.933838
	Iteration 10Q: 3 clusters Score -5522056 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5522389.000000 Penalty: 3466.933838
	Iteration 11Q: 3 clusters Score -5522389 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -5522659.000000 Penalty: 3466.933838
	Iteration 12Q: 3 clusters Score -5522659 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -5522926.000000 Penalty: 3466.933838
	Iteration 13Q: 3 clusters Score -5522926 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -5523233.500000 Penalty: 3466.933838
	Iteration 14Q: 3 clusters Score -5523234 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5523601.500000 Penalty: 3466.933838
	Iteration 15Q: 3 clusters Score -5523602 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -5523987.500000 Penalty: 3466.933838
	Iteration 16Q: 3 clusters Score -5523988 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -5524330.000000 Penalty: 3466.933838
	Iteration 17Q: 3 clusters Score -5524330 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -5524710.000000 Penalty: 3466.933838
	Iteration 18Q: 3 clusters Score -5524710 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -5525033.000000 Penalty: 3466.933838
	Iteration 19Q: 3 clusters Score -5525033 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5525335.000000 Penalty: 3466.933838
	Iteration 20F: 3 clusters Score -5525335 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -5525523.000000 Penalty: 3466.933838
	Iteration 21Q: 3 clusters Score -5525523 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -5525697.500000 Penalty: 3466.933838
	Iteration 22Q: 3 clusters Score -5525698 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -5525846.000000 Penalty: 3466.933838
	Iteration 23Q: 3 clusters Score -5525846 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -5525964.000000 Penalty: 3466.933838
	Iteration 24Q: 3 clusters Score -5525964 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -5526061.500000 Penalty: 3466.933838
	Iteration 25Q: 3 clusters Score -5526062 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -5526165.500000 Penalty: 3466.933838
	Iteration 26Q: 3 clusters Score -5526166 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -5526234.500000 Penalty: 3466.933838
	Iteration 27Q: 3 clusters Score -5526234 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -5526336.500000 Penalty: 3466.933838
	Iteration 28Q: 3 clusters Score -5526336 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5526396.500000 Penalty: 3466.933838
	Iteration 29Q: 3 clusters Score -5526396 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5526465.000000 Penalty: 3466.933838
	Iteration 30Q: 3 clusters Score -5526465 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -5526522.500000 Penalty: 3466.933838
	Iteration 31Q: 3 clusters Score -5526522 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -5526569.000000 Penalty: 3466.933838
	Iteration 32Q: 3 clusters Score -5526569 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -5526604.500000 Penalty: 3466.933838
	Iteration 33Q: 3 clusters Score -5526604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5526657.500000 Penalty: 3466.933838
	Iteration 34Q: 3 clusters Score -5526658 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5526685.500000 Penalty: 3466.933838
	Iteration 35Q: 3 clusters Score -5526686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -5526736.000000 Penalty: 3466.933838
	Iteration 36Q: 3 clusters Score -5526736 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5526763.500000 Penalty: 3466.933838
	Iteration 37Q: 3 clusters Score -5526764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5526786.000000 Penalty: 3466.933838
	Iteration 38Q: 3 clusters Score -5526786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -5526794.000000 Penalty: 3466.933838
	Iteration 39Q: 3 clusters Score -5526794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -5526820.000000 Penalty: 3466.933838
	Iteration 40F: 3 clusters Score -5526820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -5526824.000000 Penalty: 3466.933838
	Iteration 41Q: 3 clusters Score -5526824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -5526836.000000 Penalty: 3466.933838
	Iteration 42Q: 3 clusters Score -5526836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5526857.500000 Penalty: 3466.933838
	Iteration 43Q: 3 clusters Score -5526858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -5526882.500000 Penalty: 3466.933838
	Iteration 44Q: 3 clusters Score -5526882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -5526897.500000 Penalty: 3466.933838
	Iteration 45Q: 3 clusters Score -5526898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -5526905.500000 Penalty: 3466.933838
	Iteration 46Q: 3 clusters Score -5526906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5526915.000000 Penalty: 3466.933838
	Iteration 47Q: 3 clusters Score -5526915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -5526916.500000 Penalty: 3466.933838
	Iteration 48Q: 3 clusters Score -5526916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -5526918.000000 Penalty: 3466.933838
	Iteration 49Q: 3 clusters Score -5526918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5526930.000000 Penalty: 3466.933838
	Iteration 50Q: 3 clusters Score -5526930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -5526942.500000 Penalty: 3466.933838
	Iteration 51Q: 3 clusters Score -5526942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5526948.000000 Penalty: 3466.933838
	Iteration 52Q: 3 clusters Score -5526948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5526942.500000 Penalty: 3466.933838
	Iteration 53Q: 3 clusters Score -5526942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5526940.000000 Penalty: 3466.933838
	Iteration 54Q: 3 clusters Score -5526940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5526937.500000 Penalty: 3466.933838
	Iteration 55Q: 3 clusters Score -5526938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -5526942.000000 Penalty: 3466.933838
	Iteration 56Q: 3 clusters Score -5526942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5526948.000000 Penalty: 3466.933838
	Iteration 57Q: 3 clusters Score -5526948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -5526946.500000 Penalty: 3466.933838
	Iteration 58Q: 3 clusters Score -5526946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5526951.000000 Penalty: 3466.933838
	Iteration 59Q: 3 clusters Score -5526951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5526946.500000 Penalty: 3466.933838
	Iteration 60F: 3 clusters Score -5526946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5526949.500000 Penalty: 3466.933838
	Iteration 61Q: 3 clusters Score -5526950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -5526955.000000 Penalty: 3466.933838
	Iteration 62Q: 3 clusters Score -5526955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -5526957.000000 Penalty: 3466.933838
	Iteration 63Q: 3 clusters Score -5526957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5526954.000000 Penalty: 3466.933838
	Iteration 64Q: 3 clusters Score -5526954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -5526946.500000 Penalty: 3466.933838
	Iteration 65Q: 3 clusters Score -5526946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5526957.000000 Penalty: 3466.933838
	Iteration 66Q: 3 clusters Score -5526957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -5526963.500000 Penalty: 3466.933838
	Iteration 67Q: 3 clusters Score -5526964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -5526959.500000 Penalty: 3466.933838
	Iteration 68Q: 3 clusters Score -5526960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -5526966.500000 Penalty: 3466.933838
	Iteration 69Q: 3 clusters Score -5526966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5526966.500000 Penalty: 3466.933838
	Iteration 70Q: 3 clusters Score -5526966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5526970.500000 Penalty: 3466.933838
	Iteration 71Q: 3 clusters Score -5526970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5526969.500000 Penalty: 3466.933838
	Iteration 72Q: 3 clusters Score -5526970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5526974.000000 Penalty: 3466.933838
	Iteration 73Q: 3 clusters Score -5526974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5526973.000000 Penalty: 3466.933838
	Iteration 74Q: 3 clusters Score -5526973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -5526974.000000 Penalty: 3466.933838
	Iteration 75Q: 3 clusters Score -5526974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -5526978.000000 Penalty: 3466.933838
	Iteration 76Q: 3 clusters Score -5526978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5526978.000000 Penalty: 3466.933838
	Iteration 77Q: 3 clusters Score -5526978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -5526981.500000 Penalty: 3466.933838
	Iteration 78Q: 3 clusters Score -5526982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5526974.000000 Penalty: 3466.933838
	Iteration 79Q: 3 clusters Score -5526974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5526975.000000 Penalty: 3466.933838
	Iteration 80F: 3 clusters Score -5526975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5526977.000000 Penalty: 3466.933838
	Iteration 81Q: 3 clusters Score -5526977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -5526974.500000 Penalty: 3466.933838
	Iteration 82Q: 3 clusters Score -5526974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5526979.500000 Penalty: 3466.933838
	Iteration 83Q: 3 clusters Score -5526980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -5526975.000000 Penalty: 3466.933838
	Iteration 84Q: 3 clusters Score -5526975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5526974.000000 Penalty: 3466.933838
	Iteration 85Q: 3 clusters Score -5526974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5526984.000000 Penalty: 3466.933838
	Iteration 86Q: 3 clusters Score -5526984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5526995.000000 Penalty: 3466.933838
	Iteration 87Q: 3 clusters Score -5526995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5527001.000000 Penalty: 3466.933838
	Iteration 88Q: 3 clusters Score -5527001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -5527004.000000 Penalty: 3466.933838
	Iteration 89Q: 3 clusters Score -5527004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -5527005.000000 Penalty: 3466.933838
	Iteration 90Q: 3 clusters Score -5527005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5527000.000000 Penalty: 3466.933838
	Iteration 91Q: 3 clusters Score -5527000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -5527006.000000 Penalty: 3466.933838
	Iteration 92Q: 3 clusters Score -5527006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5527017.500000 Penalty: 3466.933838
	Iteration 93Q: 3 clusters Score -5527018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -5527014.500000 Penalty: 3466.933838
	Iteration 94Q: 3 clusters Score -5527014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -5527009.500000 Penalty: 3466.933838
	Iteration 95Q: 3 clusters Score -5527010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5527016.500000 Penalty: 3466.933838
	Iteration 96Q: 3 clusters Score -5527016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5527013.500000 Penalty: 3466.933838
	Iteration 97Q: 3 clusters Score -5527014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -5527025.000000 Penalty: 3466.933838
	Iteration 98Q: 3 clusters Score -5527025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5527025.000000 Penalty: 3466.933838
	Iteration 99Q: 3 clusters Score -5527025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5527023.500000 Penalty: 3466.933838
	Iteration 100F: 3 clusters Score -5527024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5527023.000000 Penalty: 3466.933838
	Iteration 101Q: 3 clusters Score -5527023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5527021.500000 Penalty: 3466.933838
	Iteration 102Q: 3 clusters Score -5527022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -5527022.000000 Penalty: 3466.933838
	Iteration 103Q: 3 clusters Score -5527022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -5527029.500000 Penalty: 3466.933838
	Iteration 104Q: 3 clusters Score -5527030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5527031.500000 Penalty: 3466.933838
	Iteration 105Q: 3 clusters Score -5527032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5527031.500000 Penalty: 3466.933838
	Iteration 106Q: 3 clusters Score -5527032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -5527035.500000 Penalty: 3466.933838
	Iteration 107Q: 3 clusters Score -5527036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5527033.500000 Penalty: 3466.933838
	Iteration 108Q: 3 clusters Score -5527034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -5527031.500000 Penalty: 3466.933838
	Iteration 109Q: 3 clusters Score -5527032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -5527036.500000 Penalty: 3466.933838
	Iteration 110Q: 3 clusters Score -5527036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -5527032.500000 Penalty: 3466.933838
	Iteration 111Q: 3 clusters Score -5527032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5527031.500000 Penalty: 3466.933838
	Iteration 112Q: 3 clusters Score -5527032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -5527034.500000 Penalty: 3466.933838
	Iteration 113Q: 3 clusters Score -5527034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -5527040.500000 Penalty: 3466.933838
	Iteration 114Q: 3 clusters Score -5527040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -5527036.000000 Penalty: 3466.933838
	Iteration 115Q: 3 clusters Score -5527036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5527036.000000 Penalty: 3466.933838
	Iteration 116Q: 3 clusters Score -5527036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5527041.500000 Penalty: 3466.933838
	Iteration 117Q: 3 clusters Score -5527042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5527044.500000 Penalty: 3466.933838
	Iteration 118Q: 3 clusters Score -5527044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -5527040.500000 Penalty: 3466.933838
	Iteration 119Q: 3 clusters Score -5527040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -5527043.000000 Penalty: 3466.933838
	Iteration 120F: 3 clusters Score -5527043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5527043.500000 Penalty: 3466.933838
	Iteration 121Q: 3 clusters Score -5527044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -5527042.500000 Penalty: 3466.933838
	Iteration 122Q: 3 clusters Score -5527042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5527037.500000 Penalty: 3466.933838
	Iteration 123Q: 3 clusters Score -5527038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5527037.500000 Penalty: 3466.933838
	Iteration 124F: 3 clusters Score -5527038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Entering Unmasked Estep 
Score: -7655330.000000 Penalty: 1789.552002
	Iteration 0F: 2 clusters Score -7655330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -7615298.000000 Penalty: 3579.104004
	Iteration 0F: 3 clusters Score -7615298 nChanged 28526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -7631501.500000 Penalty: 3579.104004
	Iteration 1F: 3 clusters Score -7631502 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -7632127.500000 Penalty: 3579.104004
	Iteration 2Q: 3 clusters Score -7632128 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -7633031.500000 Penalty: 3579.104004
	Iteration 3Q: 3 clusters Score -7633032 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -7634169.500000 Penalty: 3579.104004
	Iteration 4Q: 3 clusters Score -7634170 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -7636060.000000 Penalty: 3579.104004
	Iteration 5F: 3 clusters Score -7636060 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -7638963.000000 Penalty: 3579.104004
	Iteration 6F: 3 clusters Score -7638963 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -7642824.500000 Penalty: 3579.104004
	Iteration 7F: 3 clusters Score -7642824 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -7646933.000000 Penalty: 3579.104004
	Iteration 8F: 3 clusters Score -7646933 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -7649687.500000 Penalty: 3579.104004
	Iteration 9Q: 3 clusters Score -7649688 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -7650913.500000 Penalty: 3579.104004
	Iteration 10Q: 3 clusters Score -7650914 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -7651574.500000 Penalty: 3579.104004
	Iteration 11Q: 3 clusters Score -7651574 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -7651908.000000 Penalty: 3579.104004
	Iteration 12Q: 3 clusters Score -7651908 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -7652156.000000 Penalty: 3579.104004
	Iteration 13Q: 3 clusters Score -7652156 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -7652377.000000 Penalty: 3579.104004
	Iteration 14Q: 3 clusters Score -7652377 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -7652617.500000 Penalty: 3579.104004
	Iteration 15Q: 3 clusters Score -7652618 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -7652811.500000 Penalty: 3579.104004
	Iteration 16Q: 3 clusters Score -7652812 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -7653006.000000 Penalty: 3579.104004
	Iteration 17Q: 3 clusters Score -7653006 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -7653189.000000 Penalty: 3579.104004
	Iteration 18Q: 3 clusters Score -7653189 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -7653294.000000 Penalty: 3579.104004
	Iteration 19Q: 3 clusters Score -7653294 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -7653378.500000 Penalty: 3579.104004
	Iteration 20F: 3 clusters Score -7653378 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7653466.000000 Penalty: 3579.104004
	Iteration 21Q: 3 clusters Score -7653466 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7653553.500000 Penalty: 3579.104004
	Iteration 22Q: 3 clusters Score -7653554 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7653645.000000 Penalty: 3579.104004
	Iteration 23Q: 3 clusters Score -7653645 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -7653705.000000 Penalty: 3579.104004
	Iteration 24Q: 3 clusters Score -7653705 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7653743.500000 Penalty: 3579.104004
	Iteration 25Q: 3 clusters Score -7653744 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7653780.500000 Penalty: 3579.104004
	Iteration 26Q: 3 clusters Score -7653780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7653824.500000 Penalty: 3579.104004
	Iteration 27Q: 3 clusters Score -7653824 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7653863.000000 Penalty: 3579.104004
	Iteration 28Q: 3 clusters Score -7653863 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7653899.500000 Penalty: 3579.104004
	Iteration 29Q: 3 clusters Score -7653900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7653907.500000 Penalty: 3579.104004
	Iteration 30Q: 3 clusters Score -7653908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7653922.000000 Penalty: 3579.104004
	Iteration 31Q: 3 clusters Score -7653922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7653945.000000 Penalty: 3579.104004
	Iteration 32Q: 3 clusters Score -7653945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7653956.500000 Penalty: 3579.104004
	Iteration 33Q: 3 clusters Score -7653956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7653974.500000 Penalty: 3579.104004
	Iteration 34Q: 3 clusters Score -7653974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7653984.000000 Penalty: 3579.104004
	Iteration 35Q: 3 clusters Score -7653984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7653987.500000 Penalty: 3579.104004
	Iteration 36Q: 3 clusters Score -7653988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7653985.500000 Penalty: 3579.104004
	Iteration 37Q: 3 clusters Score -7653986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7654006.000000 Penalty: 3579.104004
	Iteration 38Q: 3 clusters Score -7654006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7654012.500000 Penalty: 3579.104004
	Iteration 39Q: 3 clusters Score -7654012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7654020.500000 Penalty: 3579.104004
	Iteration 40F: 3 clusters Score -7654020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7654029.000000 Penalty: 3579.104004
	Iteration 41Q: 3 clusters Score -7654029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7654034.500000 Penalty: 3579.104004
	Iteration 42Q: 3 clusters Score -7654034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7654040.500000 Penalty: 3579.104004
	Iteration 43Q: 3 clusters Score -7654040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7654042.000000 Penalty: 3579.104004
	Iteration 44Q: 3 clusters Score -7654042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7654035.500000 Penalty: 3579.104004
	Iteration 45Q: 3 clusters Score -7654036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7654035.500000 Penalty: 3579.104004
	Iteration 46Q: 3 clusters Score -7654036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7654039.500000 Penalty: 3579.104004
	Iteration 47Q: 3 clusters Score -7654040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7654036.500000 Penalty: 3579.104004
	Iteration 48Q: 3 clusters Score -7654036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7654032.000000 Penalty: 3579.104004
	Iteration 49Q: 3 clusters Score -7654032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7654031.500000 Penalty: 3579.104004
	Iteration 50Q: 3 clusters Score -7654032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7654027.000000 Penalty: 3579.104004
	Iteration 51Q: 3 clusters Score -7654027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7654027.500000 Penalty: 3579.104004
	Iteration 52Q: 3 clusters Score -7654028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7654029.000000 Penalty: 3579.104004
	Iteration 53Q: 3 clusters Score -7654029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7654029.000000 Penalty: 3579.104004
	Iteration 54F: 3 clusters Score -7654029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Entering Unmasked Estep 
Score: -3448534.500000 Penalty: 1658.125854
	Iteration 0F: 2 clusters Score -3448534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3430201.000000 Penalty: 3316.251709
	Iteration 0F: 3 clusters Score -3430201 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3436897.250000 Penalty: 3316.251709
	Iteration 1F: 3 clusters Score -3436897 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3437233.000000 Penalty: 3316.251709
	Iteration 2Q: 3 clusters Score -3437233 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3437547.750000 Penalty: 3316.251709
	Iteration 3Q: 3 clusters Score -3437548 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3437922.750000 Penalty: 3316.251709
	Iteration 4Q: 3 clusters Score -3437923 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3438387.000000 Penalty: 3316.251709
	Iteration 5Q: 3 clusters Score -3438387 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3439044.500000 Penalty: 3316.251709
	Iteration 6Q: 3 clusters Score -3439044 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3439967.500000 Penalty: 3316.251709
	Iteration 7F: 3 clusters Score -3439968 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3441190.500000 Penalty: 3316.251709
	Iteration 8F: 3 clusters Score -3441190 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3442556.000000 Penalty: 3316.251709
	Iteration 9F: 3 clusters Score -3442556 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3443774.000000 Penalty: 3316.251709
	Iteration 10F: 3 clusters Score -3443774 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3444522.750000 Penalty: 3316.251709
	Iteration 11Q: 3 clusters Score -3444523 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3444949.500000 Penalty: 3316.251709
	Iteration 12Q: 3 clusters Score -3444950 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3445235.750000 Penalty: 3316.251709
	Iteration 13Q: 3 clusters Score -3445236 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3445447.000000 Penalty: 3316.251709
	Iteration 14Q: 3 clusters Score -3445447 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3445599.250000 Penalty: 3316.251709
	Iteration 15Q: 3 clusters Score -3445599 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3445755.250000 Penalty: 3316.251709
	Iteration 16Q: 3 clusters Score -3445755 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3445864.250000 Penalty: 3316.251709
	Iteration 17Q: 3 clusters Score -3445864 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3445991.000000 Penalty: 3316.251709
	Iteration 18Q: 3 clusters Score -3445991 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3446086.000000 Penalty: 3316.251709
	Iteration 19Q: 3 clusters Score -3446086 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3446154.750000 Penalty: 3316.251709
	Iteration 20F: 3 clusters Score -3446155 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3446223.500000 Penalty: 3316.251709
	Iteration 21Q: 3 clusters Score -3446224 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3446286.000000 Penalty: 3316.251709
	Iteration 22Q: 3 clusters Score -3446286 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3446354.250000 Penalty: 3316.251709
	Iteration 23Q: 3 clusters Score -3446354 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3446409.750000 Penalty: 3316.251709
	Iteration 24Q: 3 clusters Score -3446410 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3446457.000000 Penalty: 3316.251709
	Iteration 25Q: 3 clusters Score -3446457 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3446506.500000 Penalty: 3316.251709
	Iteration 26Q: 3 clusters Score -3446506 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3446554.250000 Penalty: 3316.251709
	Iteration 27Q: 3 clusters Score -3446554 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3446606.750000 Penalty: 3316.251709
	Iteration 28Q: 3 clusters Score -3446607 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3446639.500000 Penalty: 3316.251709
	Iteration 29Q: 3 clusters Score -3446640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3446676.250000 Penalty: 3316.251709
	Iteration 30Q: 3 clusters Score -3446676 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3446710.500000 Penalty: 3316.251709
	Iteration 31Q: 3 clusters Score -3446710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3446751.500000 Penalty: 3316.251709
	Iteration 32Q: 3 clusters Score -3446752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3446770.000000 Penalty: 3316.251709
	Iteration 33Q: 3 clusters Score -3446770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3446785.750000 Penalty: 3316.251709
	Iteration 34Q: 3 clusters Score -3446786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3446800.500000 Penalty: 3316.251709
	Iteration 35Q: 3 clusters Score -3446800 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3446818.500000 Penalty: 3316.251709
	Iteration 36Q: 3 clusters Score -3446818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3446825.250000 Penalty: 3316.251709
	Iteration 37Q: 3 clusters Score -3446825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3446839.000000 Penalty: 3316.251709
	Iteration 38Q: 3 clusters Score -3446839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3446869.750000 Penalty: 3316.251709
	Iteration 39Q: 3 clusters Score -3446870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3446890.500000 Penalty: 3316.251709
	Iteration 40F: 3 clusters Score -3446890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3446911.250000 Penalty: 3316.251709
	Iteration 41Q: 3 clusters Score -3446911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3446932.000000 Penalty: 3316.251709
	Iteration 42Q: 3 clusters Score -3446932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3446947.000000 Penalty: 3316.251709
	Iteration 43Q: 3 clusters Score -3446947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3446965.750000 Penalty: 3316.251709
	Iteration 44Q: 3 clusters Score -3446966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3446984.750000 Penalty: 3316.251709
	Iteration 45Q: 3 clusters Score -3446985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3446993.250000 Penalty: 3316.251709
	Iteration 46Q: 3 clusters Score -3446993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3447007.000000 Penalty: 3316.251709
	Iteration 47Q: 3 clusters Score -3447007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3447010.250000 Penalty: 3316.251709
	Iteration 48Q: 3 clusters Score -3447010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3447023.000000 Penalty: 3316.251709
	Iteration 49Q: 3 clusters Score -3447023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3447034.750000 Penalty: 3316.251709
	Iteration 50Q: 3 clusters Score -3447035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3447042.750000 Penalty: 3316.251709
	Iteration 51Q: 3 clusters Score -3447043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3447055.250000 Penalty: 3316.251709
	Iteration 52Q: 3 clusters Score -3447055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3447068.750000 Penalty: 3316.251709
	Iteration 53Q: 3 clusters Score -3447069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3447081.500000 Penalty: 3316.251709
	Iteration 54Q: 3 clusters Score -3447082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3447081.000000 Penalty: 3316.251709
	Iteration 55Q: 3 clusters Score -3447081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3447090.000000 Penalty: 3316.251709
	Iteration 56Q: 3 clusters Score -3447090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3447097.500000 Penalty: 3316.251709
	Iteration 57Q: 3 clusters Score -3447098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3447105.750000 Penalty: 3316.251709
	Iteration 58Q: 3 clusters Score -3447106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3447110.750000 Penalty: 3316.251709
	Iteration 59Q: 3 clusters Score -3447111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3447113.500000 Penalty: 3316.251709
	Iteration 60F: 3 clusters Score -3447114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3447118.000000 Penalty: 3316.251709
	Iteration 61Q: 3 clusters Score -3447118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3447125.250000 Penalty: 3316.251709
	Iteration 62Q: 3 clusters Score -3447125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3447126.750000 Penalty: 3316.251709
	Iteration 63Q: 3 clusters Score -3447127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3447129.500000 Penalty: 3316.251709
	Iteration 64Q: 3 clusters Score -3447130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3447136.750000 Penalty: 3316.251709
	Iteration 65Q: 3 clusters Score -3447137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3447143.000000 Penalty: 3316.251709
	Iteration 66Q: 3 clusters Score -3447143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3447149.500000 Penalty: 3316.251709
	Iteration 67Q: 3 clusters Score -3447150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3447149.750000 Penalty: 3316.251709
	Iteration 68Q: 3 clusters Score -3447150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3447154.250000 Penalty: 3316.251709
	Iteration 69Q: 3 clusters Score -3447154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3447160.250000 Penalty: 3316.251709
	Iteration 70Q: 3 clusters Score -3447160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3447158.250000 Penalty: 3316.251709
	Iteration 71Q: 3 clusters Score -3447158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3447161.750000 Penalty: 3316.251709
	Iteration 72Q: 3 clusters Score -3447162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3447162.750000 Penalty: 3316.251709
	Iteration 73Q: 3 clusters Score -3447163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3447165.250000 Penalty: 3316.251709
	Iteration 74Q: 3 clusters Score -3447165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3447172.000000 Penalty: 3316.251709
	Iteration 75Q: 3 clusters Score -3447172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3447176.250000 Penalty: 3316.251709
	Iteration 76Q: 3 clusters Score -3447176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -3447182.250000 Penalty: 3316.251709
	Iteration 77Q: 3 clusters Score -3447182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3447184.250000 Penalty: 3316.251709
	Iteration 78Q: 3 clusters Score -3447184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3447188.500000 Penalty: 3316.251709
	Iteration 79Q: 3 clusters Score -3447188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3447186.750000 Penalty: 3316.251709
	Iteration 80F: 3 clusters Score -3447187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3447191.250000 Penalty: 3316.251709
	Iteration 81Q: 3 clusters Score -3447191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3447190.000000 Penalty: 3316.251709
	Iteration 82Q: 3 clusters Score -3447190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3447192.500000 Penalty: 3316.251709
	Iteration 83Q: 3 clusters Score -3447192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3447190.750000 Penalty: 3316.251709
	Iteration 84Q: 3 clusters Score -3447191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3447189.750000 Penalty: 3316.251709
	Iteration 85Q: 3 clusters Score -3447190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3447191.750000 Penalty: 3316.251709
	Iteration 86Q: 3 clusters Score -3447192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3447193.750000 Penalty: 3316.251709
	Iteration 87Q: 3 clusters Score -3447194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3447193.750000 Penalty: 3316.251709
	Iteration 88Q: 3 clusters Score -3447194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3447193.000000 Penalty: 3316.251709
	Iteration 89Q: 3 clusters Score -3447193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3447190.500000 Penalty: 3316.251709
	Iteration 90Q: 3 clusters Score -3447190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3447191.250000 Penalty: 3316.251709
	Iteration 91Q: 3 clusters Score -3447191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3447193.750000 Penalty: 3316.251709
	Iteration 92Q: 3 clusters Score -3447194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3447196.750000 Penalty: 3316.251709
	Iteration 93Q: 3 clusters Score -3447197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3447196.750000 Penalty: 3316.251709
	Iteration 94F: 3 clusters Score -3447197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -700807.187500 Penalty: 1406.217407
	Iteration 0F: 2 clusters Score -700807.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -696335.062500 Penalty: 2812.434814
	Iteration 0F: 3 clusters Score -696335.1 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -697575.125000 Penalty: 2812.434814
	Iteration 1F: 3 clusters Score -697575.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -697753.062500 Penalty: 2812.434814
	Iteration 2F: 3 clusters Score -697753.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -697855.437500 Penalty: 2812.434814
	Iteration 3F: 3 clusters Score -697855.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -697921.562500 Penalty: 2812.434814
	Iteration 4Q: 3 clusters Score -697921.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -697974.812500 Penalty: 2812.434814
	Iteration 5Q: 3 clusters Score -697974.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -698007.125000 Penalty: 2812.434814
	Iteration 6Q: 3 clusters Score -698007.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -698036.562500 Penalty: 2812.434814
	Iteration 7Q: 3 clusters Score -698036.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -698067.437500 Penalty: 2812.434814
	Iteration 8Q: 3 clusters Score -698067.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -698093.375000 Penalty: 2812.434814
	Iteration 9Q: 3 clusters Score -698093.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -698111.750000 Penalty: 2812.434814
	Iteration 10Q: 3 clusters Score -698111.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -698131.187500 Penalty: 2812.434814
	Iteration 11Q: 3 clusters Score -698131.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -698145.875000 Penalty: 2812.434814
	Iteration 12Q: 3 clusters Score -698145.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -698161.125000 Penalty: 2812.434814
	Iteration 13Q: 3 clusters Score -698161.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -698172.250000 Penalty: 2812.434814
	Iteration 14Q: 3 clusters Score -698172.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -698182.812500 Penalty: 2812.434814
	Iteration 15Q: 3 clusters Score -698182.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -698194.375000 Penalty: 2812.434814
	Iteration 16Q: 3 clusters Score -698194.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -698209.937500 Penalty: 2812.434814
	Iteration 17Q: 3 clusters Score -698209.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -698226.687500 Penalty: 2812.434814
	Iteration 18Q: 3 clusters Score -698226.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -698244.125000 Penalty: 2812.434814
	Iteration 19Q: 3 clusters Score -698244.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -698262.875000 Penalty: 2812.434814
	Iteration 20F: 3 clusters Score -698262.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -698287.750000 Penalty: 2812.434814
	Iteration 21Q: 3 clusters Score -698287.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -698323.062500 Penalty: 2812.434814
	Iteration 22Q: 3 clusters Score -698323.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -698356.312500 Penalty: 2812.434814
	Iteration 23Q: 3 clusters Score -698356.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -698398.375000 Penalty: 2812.434814
	Iteration 24Q: 3 clusters Score -698398.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -698443.125000 Penalty: 2812.434814
	Iteration 25Q: 3 clusters Score -698443.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -698492.000000 Penalty: 2812.434814
	Iteration 26Q: 3 clusters Score -698492 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -698550.437500 Penalty: 2812.434814
	Iteration 27Q: 3 clusters Score -698550.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -698621.250000 Penalty: 2812.434814
	Iteration 28Q: 3 clusters Score -698621.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -698725.687500 Penalty: 2812.434814
	Iteration 29Q: 3 clusters Score -698725.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -698841.187500 Penalty: 2812.434814
	Iteration 30Q: 3 clusters Score -698841.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -698940.687500 Penalty: 2812.434814
	Iteration 31Q: 3 clusters Score -698940.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -699049.625000 Penalty: 2812.434814
	Iteration 32Q: 3 clusters Score -699049.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -699139.250000 Penalty: 2812.434814
	Iteration 33Q: 3 clusters Score -699139.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -699195.250000 Penalty: 2812.434814
	Iteration 34Q: 3 clusters Score -699195.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -699230.437500 Penalty: 2812.434814
	Iteration 35Q: 3 clusters Score -699230.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -699262.375000 Penalty: 2812.434814
	Iteration 36Q: 3 clusters Score -699262.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -699286.875000 Penalty: 2812.434814
	Iteration 37Q: 3 clusters Score -699286.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -699303.250000 Penalty: 2812.434814
	Iteration 38Q: 3 clusters Score -699303.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -699316.125000 Penalty: 2812.434814
	Iteration 39Q: 3 clusters Score -699316.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -699330.000000 Penalty: 2812.434814
	Iteration 40F: 3 clusters Score -699330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -699337.000000 Penalty: 2812.434814
	Iteration 41Q: 3 clusters Score -699337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -699346.125000 Penalty: 2812.434814
	Iteration 42Q: 3 clusters Score -699346.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -699356.687500 Penalty: 2812.434814
	Iteration 43Q: 3 clusters Score -699356.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -699368.750000 Penalty: 2812.434814
	Iteration 44Q: 3 clusters Score -699368.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -699379.000000 Penalty: 2812.434814
	Iteration 45Q: 3 clusters Score -699379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -699384.312500 Penalty: 2812.434814
	Iteration 46Q: 3 clusters Score -699384.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -699391.937500 Penalty: 2812.434814
	Iteration 47Q: 3 clusters Score -699391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -699396.312500 Penalty: 2812.434814
	Iteration 48Q: 3 clusters Score -699396.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -699407.500000 Penalty: 2812.434814
	Iteration 49Q: 3 clusters Score -699407.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -699413.062500 Penalty: 2812.434814
	Iteration 50Q: 3 clusters Score -699413.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -699420.437500 Penalty: 2812.434814
	Iteration 51Q: 3 clusters Score -699420.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -699428.375000 Penalty: 2812.434814
	Iteration 52Q: 3 clusters Score -699428.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -699439.125000 Penalty: 2812.434814
	Iteration 53Q: 3 clusters Score -699439.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -699446.562500 Penalty: 2812.434814
	Iteration 54Q: 3 clusters Score -699446.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -699456.937500 Penalty: 2812.434814
	Iteration 55Q: 3 clusters Score -699456.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -699467.625000 Penalty: 2812.434814
	Iteration 56Q: 3 clusters Score -699467.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -699484.625000 Penalty: 2812.434814
	Iteration 57Q: 3 clusters Score -699484.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -699496.625000 Penalty: 2812.434814
	Iteration 58Q: 3 clusters Score -699496.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -699510.062500 Penalty: 2812.434814
	Iteration 59Q: 3 clusters Score -699510.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -699522.687500 Penalty: 2812.434814
	Iteration 60F: 3 clusters Score -699522.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -699535.312500 Penalty: 2812.434814
	Iteration 61Q: 3 clusters Score -699535.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -699549.187500 Penalty: 2812.434814
	Iteration 62Q: 3 clusters Score -699549.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -699555.312500 Penalty: 2812.434814
	Iteration 63Q: 3 clusters Score -699555.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -699565.250000 Penalty: 2812.434814
	Iteration 64Q: 3 clusters Score -699565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -699576.062500 Penalty: 2812.434814
	Iteration 65Q: 3 clusters Score -699576.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -699587.125000 Penalty: 2812.434814
	Iteration 66Q: 3 clusters Score -699587.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -699592.062500 Penalty: 2812.434814
	Iteration 67Q: 3 clusters Score -699592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -699595.687500 Penalty: 2812.434814
	Iteration 68Q: 3 clusters Score -699595.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -699599.187500 Penalty: 2812.434814
	Iteration 69Q: 3 clusters Score -699599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -699605.312500 Penalty: 2812.434814
	Iteration 70Q: 3 clusters Score -699605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -699606.375000 Penalty: 2812.434814
	Iteration 71Q: 3 clusters Score -699606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -699611.687500 Penalty: 2812.434814
	Iteration 72Q: 3 clusters Score -699611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -699615.875000 Penalty: 2812.434814
	Iteration 73Q: 3 clusters Score -699615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -699619.062500 Penalty: 2812.434814
	Iteration 74Q: 3 clusters Score -699619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -699620.875000 Penalty: 2812.434814
	Iteration 75Q: 3 clusters Score -699620.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -699624.500000 Penalty: 2812.434814
	Iteration 76Q: 3 clusters Score -699624.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -699628.437500 Penalty: 2812.434814
	Iteration 77Q: 3 clusters Score -699628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -699630.250000 Penalty: 2812.434814
	Iteration 78Q: 3 clusters Score -699630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -699630.312500 Penalty: 2812.434814
	Iteration 79Q: 3 clusters Score -699630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -699630.125000 Penalty: 2812.434814
	Iteration 80F: 3 clusters Score -699630.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Entering Unmasked Estep 
Score: -13578893.000000 Penalty: 1881.350586
	Iteration 0F: 2 clusters Score -1.357889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -13517315.000000 Penalty: 3762.701172
	Iteration 0F: 3 clusters Score -1.351732e+07 nChanged 51073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -13547304.000000 Penalty: 3762.701172
	Iteration 1F: 3 clusters Score -1.35473e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -13548212.000000 Penalty: 3762.701172
	Iteration 2Q: 3 clusters Score -1.354821e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -13549063.000000 Penalty: 3762.701172
	Iteration 3Q: 3 clusters Score -1.354906e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -13550424.000000 Penalty: 3762.701172
	Iteration 4Q: 3 clusters Score -1.355042e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -13552126.000000 Penalty: 3762.701172
	Iteration 5Q: 3 clusters Score -1.355213e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -13554587.000000 Penalty: 3762.701172
	Iteration 6Q: 3 clusters Score -1.355459e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -13557966.000000 Penalty: 3762.701172
	Iteration 7F: 3 clusters Score -1.355797e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -13562363.000000 Penalty: 3762.701172
	Iteration 8F: 3 clusters Score -1.356236e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -13566632.000000 Penalty: 3762.701172
	Iteration 9F: 3 clusters Score -1.356663e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -13569011.000000 Penalty: 3762.701172
	Iteration 10Q: 3 clusters Score -1.356901e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -13569869.000000 Penalty: 3762.701172
	Iteration 11Q: 3 clusters Score -1.356987e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -13570413.000000 Penalty: 3762.701172
	Iteration 12Q: 3 clusters Score -1.357041e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -13570773.000000 Penalty: 3762.701172
	Iteration 13Q: 3 clusters Score -1.357077e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -13571111.000000 Penalty: 3762.701172
	Iteration 14Q: 3 clusters Score -1.357111e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -13571565.000000 Penalty: 3762.701172
	Iteration 15Q: 3 clusters Score -1.357156e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -13571700.000000 Penalty: 3762.701172
	Iteration 16Q: 3 clusters Score -1.35717e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -13571893.000000 Penalty: 3762.701172
	Iteration 17Q: 3 clusters Score -1.357189e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -13572059.000000 Penalty: 3762.701172
	Iteration 18Q: 3 clusters Score -1.357206e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -13572090.000000 Penalty: 3762.701172
	Iteration 19Q: 3 clusters Score -1.357209e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -13572135.000000 Penalty: 3762.701172
	Iteration 20F: 3 clusters Score -1.357214e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -13572170.000000 Penalty: 3762.701172
	Iteration 21Q: 3 clusters Score -1.357217e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -13572237.000000 Penalty: 3762.701172
	Iteration 22Q: 3 clusters Score -1.357224e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -13572262.000000 Penalty: 3762.701172
	Iteration 23Q: 3 clusters Score -1.357226e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -13572247.000000 Penalty: 3762.701172
	Iteration 24Q: 3 clusters Score -1.357225e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -13572195.000000 Penalty: 3762.701172
	Iteration 25Q: 3 clusters Score -1.35722e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -13572148.000000 Penalty: 3762.701172
	Iteration 26Q: 3 clusters Score -1.357215e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -13572096.000000 Penalty: 3762.701172
	Iteration 27Q: 3 clusters Score -1.35721e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -13572036.000000 Penalty: 3762.701172
	Iteration 28Q: 3 clusters Score -1.357204e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -13571999.000000 Penalty: 3762.701172
	Iteration 29Q: 3 clusters Score -1.3572e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89669 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -13571892.000000 Penalty: 3762.701172
	Iteration 30Q: 3 clusters Score -1.357189e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90179 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -13571827.000000 Penalty: 3762.701172
	Iteration 31Q: 3 clusters Score -1.357183e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -13571748.000000 Penalty: 3762.701172
	Iteration 32Q: 3 clusters Score -1.357175e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -13571757.000000 Penalty: 3762.701172
	Iteration 33Q: 3 clusters Score -1.357176e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -13571779.000000 Penalty: 3762.701172
	Iteration 34Q: 3 clusters Score -1.357178e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -13571778.000000 Penalty: 3762.701172
	Iteration 35Q: 3 clusters Score -1.357178e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -13571740.000000 Penalty: 3762.701172
	Iteration 36Q: 3 clusters Score -1.357174e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -13571680.000000 Penalty: 3762.701172
	Iteration 37Q: 3 clusters Score -1.357168e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -13571675.000000 Penalty: 3762.701172
	Iteration 38Q: 3 clusters Score -1.357168e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -13571674.000000 Penalty: 3762.701172
	Iteration 39Q: 3 clusters Score -1.357167e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -13571645.000000 Penalty: 3762.701172
	Iteration 40F: 3 clusters Score -1.357164e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -13571619.000000 Penalty: 3762.701172
	Iteration 41Q: 3 clusters Score -1.357162e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -13571588.000000 Penalty: 3762.701172
	Iteration 42Q: 3 clusters Score -1.357159e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -13571549.000000 Penalty: 3762.701172
	Iteration 43Q: 3 clusters Score -1.357155e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -13571522.000000 Penalty: 3762.701172
	Iteration 44Q: 3 clusters Score -1.357152e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -13571532.000000 Penalty: 3762.701172
	Iteration 45Q: 3 clusters Score -1.357153e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -13571461.000000 Penalty: 3762.701172
	Iteration 46Q: 3 clusters Score -1.357146e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93751 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -13571461.000000 Penalty: 3762.701172
	Iteration 47Q: 3 clusters Score -1.357146e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -13571434.000000 Penalty: 3762.701172
	Iteration 48Q: 3 clusters Score -1.357143e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -13571442.000000 Penalty: 3762.701172
	Iteration 49Q: 3 clusters Score -1.357144e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -13571412.000000 Penalty: 3762.701172
	Iteration 50Q: 3 clusters Score -1.357141e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -13571403.000000 Penalty: 3762.701172
	Iteration 51Q: 3 clusters Score -1.35714e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -13571341.000000 Penalty: 3762.701172
	Iteration 52Q: 3 clusters Score -1.357134e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -13571295.000000 Penalty: 3762.701172
	Iteration 53Q: 3 clusters Score -1.35713e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -13571316.000000 Penalty: 3762.701172
	Iteration 54Q: 3 clusters Score -1.357132e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94337 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -13571309.000000 Penalty: 3762.701172
	Iteration 55Q: 3 clusters Score -1.357131e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -13571251.000000 Penalty: 3762.701172
	Iteration 56Q: 3 clusters Score -1.357125e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -13571242.000000 Penalty: 3762.701172
	Iteration 57Q: 3 clusters Score -1.357124e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -13571221.000000 Penalty: 3762.701172
	Iteration 58Q: 3 clusters Score -1.357122e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -13571220.000000 Penalty: 3762.701172
	Iteration 59Q: 3 clusters Score -1.357122e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -13571230.000000 Penalty: 3762.701172
	Iteration 60F: 3 clusters Score -1.357123e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -13571262.000000 Penalty: 3762.701172
	Iteration 61Q: 3 clusters Score -1.357126e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -13571250.000000 Penalty: 3762.701172
	Iteration 62Q: 3 clusters Score -1.357125e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -13571227.000000 Penalty: 3762.701172
	Iteration 63Q: 3 clusters Score -1.357123e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -13571196.000000 Penalty: 3762.701172
	Iteration 64Q: 3 clusters Score -1.35712e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94533 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -13571183.000000 Penalty: 3762.701172
	Iteration 65Q: 3 clusters Score -1.357118e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94540 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -13571154.000000 Penalty: 3762.701172
	Iteration 66Q: 3 clusters Score -1.357115e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -13571172.000000 Penalty: 3762.701172
	Iteration 67Q: 3 clusters Score -1.357117e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -13571166.000000 Penalty: 3762.701172
	Iteration 68Q: 3 clusters Score -1.357117e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94520 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -13571169.000000 Penalty: 3762.701172
	Iteration 69Q: 3 clusters Score -1.357117e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94520 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -13571145.000000 Penalty: 3762.701172
	Iteration 70Q: 3 clusters Score -1.357114e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -13571125.000000 Penalty: 3762.701172
	Iteration 71Q: 3 clusters Score -1.357112e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -13571117.000000 Penalty: 3762.701172
	Iteration 72Q: 3 clusters Score -1.357112e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -13571104.000000 Penalty: 3762.701172
	Iteration 73Q: 3 clusters Score -1.35711e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -13571120.000000 Penalty: 3762.701172
	Iteration 74Q: 3 clusters Score -1.357112e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -13571151.000000 Penalty: 3762.701172
	Iteration 75Q: 3 clusters Score -1.357115e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -13571137.000000 Penalty: 3762.701172
	Iteration 76Q: 3 clusters Score -1.357114e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -13571138.000000 Penalty: 3762.701172
	Iteration 77Q: 3 clusters Score -1.357114e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -13571112.000000 Penalty: 3762.701172
	Iteration 78Q: 3 clusters Score -1.357111e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -13571119.000000 Penalty: 3762.701172
	Iteration 79Q: 3 clusters Score -1.357112e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94480 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -13571090.000000 Penalty: 3762.701172
	Iteration 80F: 3 clusters Score -1.357109e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -13571088.000000 Penalty: 3762.701172
	Iteration 81Q: 3 clusters Score -1.357109e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -13571093.000000 Penalty: 3762.701172
	Iteration 82Q: 3 clusters Score -1.357109e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -13571089.000000 Penalty: 3762.701172
	Iteration 83Q: 3 clusters Score -1.357109e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -13571091.000000 Penalty: 3762.701172
	Iteration 84Q: 3 clusters Score -1.357109e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -13571071.000000 Penalty: 3762.701172
	Iteration 85Q: 3 clusters Score -1.357107e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -13571061.000000 Penalty: 3762.701172
	Iteration 86Q: 3 clusters Score -1.357106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -13571059.000000 Penalty: 3762.701172
	Iteration 87Q: 3 clusters Score -1.357106e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -13571042.000000 Penalty: 3762.701172
	Iteration 88Q: 3 clusters Score -1.357104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -13571051.000000 Penalty: 3762.701172
	Iteration 89Q: 3 clusters Score -1.357105e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -13571034.000000 Penalty: 3762.701172
	Iteration 90Q: 3 clusters Score -1.357103e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -13571037.000000 Penalty: 3762.701172
	Iteration 91Q: 3 clusters Score -1.357104e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -13571029.000000 Penalty: 3762.701172
	Iteration 92Q: 3 clusters Score -1.357103e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -13571037.000000 Penalty: 3762.701172
	Iteration 93Q: 3 clusters Score -1.357104e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -13571070.000000 Penalty: 3762.701172
	Iteration 94Q: 3 clusters Score -1.357107e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -13571052.000000 Penalty: 3762.701172
	Iteration 95Q: 3 clusters Score -1.357105e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -13571050.000000 Penalty: 3762.701172
	Iteration 96Q: 3 clusters Score -1.357105e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -13571069.000000 Penalty: 3762.701172
	Iteration 97Q: 3 clusters Score -1.357107e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -13571066.000000 Penalty: 3762.701172
	Iteration 98Q: 3 clusters Score -1.357107e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -13571085.000000 Penalty: 3762.701172
	Iteration 99Q: 3 clusters Score -1.357108e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -13571032.000000 Penalty: 3762.701172
	Iteration 100F: 3 clusters Score -1.357103e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -13571000.000000 Penalty: 3762.701172
	Iteration 101Q: 3 clusters Score -1.3571e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -13571041.000000 Penalty: 3762.701172
	Iteration 102Q: 3 clusters Score -1.357104e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -13571030.000000 Penalty: 3762.701172
	Iteration 103Q: 3 clusters Score -1.357103e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -13571035.000000 Penalty: 3762.701172
	Iteration 104Q: 3 clusters Score -1.357104e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -13571046.000000 Penalty: 3762.701172
	Iteration 105Q: 3 clusters Score -1.357105e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -13571122.000000 Penalty: 3762.701172
	Iteration 106Q: 3 clusters Score -1.357112e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -13571124.000000 Penalty: 3762.701172
	Iteration 107Q: 3 clusters Score -1.357112e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -13571186.000000 Penalty: 3762.701172
	Iteration 108Q: 3 clusters Score -1.357119e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -13571197.000000 Penalty: 3762.701172
	Iteration 109Q: 3 clusters Score -1.35712e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -13571223.000000 Penalty: 3762.701172
	Iteration 110Q: 3 clusters Score -1.357122e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -13571259.000000 Penalty: 3762.701172
	Iteration 111Q: 3 clusters Score -1.357126e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -13571269.000000 Penalty: 3762.701172
	Iteration 112Q: 3 clusters Score -1.357127e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -13571273.000000 Penalty: 3762.701172
	Iteration 113Q: 3 clusters Score -1.357127e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -13571229.000000 Penalty: 3762.701172
	Iteration 114Q: 3 clusters Score -1.357123e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -13571161.000000 Penalty: 3762.701172
	Iteration 115Q: 3 clusters Score -1.357116e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -13571099.000000 Penalty: 3762.701172
	Iteration 116Q: 3 clusters Score -1.35711e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -13571128.000000 Penalty: 3762.701172
	Iteration 117Q: 3 clusters Score -1.357113e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -13571154.000000 Penalty: 3762.701172
	Iteration 118Q: 3 clusters Score -1.357115e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -13571145.000000 Penalty: 3762.701172
	Iteration 119Q: 3 clusters Score -1.357114e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -13571238.000000 Penalty: 3762.701172
	Iteration 120F: 3 clusters Score -1.357124e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -13571246.000000 Penalty: 3762.701172
	Iteration 121Q: 3 clusters Score -1.357125e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -13571292.000000 Penalty: 3762.701172
	Iteration 122Q: 3 clusters Score -1.357129e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -13571299.000000 Penalty: 3762.701172
	Iteration 123Q: 3 clusters Score -1.35713e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -13571353.000000 Penalty: 3762.701172
	Iteration 124Q: 3 clusters Score -1.357135e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -13571427.000000 Penalty: 3762.701172
	Iteration 125Q: 3 clusters Score -1.357143e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -13571433.000000 Penalty: 3762.701172
	Iteration 126Q: 3 clusters Score -1.357143e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -13571500.000000 Penalty: 3762.701172
	Iteration 127Q: 3 clusters Score -1.35715e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -13571562.000000 Penalty: 3762.701172
	Iteration 128Q: 3 clusters Score -1.357156e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -13571639.000000 Penalty: 3762.701172
	Iteration 129Q: 3 clusters Score -1.357164e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -13571726.000000 Penalty: 3762.701172
	Iteration 130Q: 3 clusters Score -1.357173e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -13571790.000000 Penalty: 3762.701172
	Iteration 131Q: 3 clusters Score -1.357179e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -13571787.000000 Penalty: 3762.701172
	Iteration 132Q: 3 clusters Score -1.357179e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -13571868.000000 Penalty: 3762.701172
	Iteration 133Q: 3 clusters Score -1.357187e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -13571987.000000 Penalty: 3762.701172
	Iteration 134Q: 3 clusters Score -1.357199e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -13571986.000000 Penalty: 3762.701172
	Iteration 135Q: 3 clusters Score -1.357199e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -13572039.000000 Penalty: 3762.701172
	Iteration 136Q: 3 clusters Score -1.357204e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -13572108.000000 Penalty: 3762.701172
	Iteration 137Q: 3 clusters Score -1.357211e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -13572195.000000 Penalty: 3762.701172
	Iteration 138Q: 3 clusters Score -1.35722e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -13572257.000000 Penalty: 3762.701172
	Iteration 139Q: 3 clusters Score -1.357226e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -13572352.000000 Penalty: 3762.701172
	Iteration 140F: 3 clusters Score -1.357235e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -13572411.000000 Penalty: 3762.701172
	Iteration 141Q: 3 clusters Score -1.357241e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -13572424.000000 Penalty: 3762.701172
	Iteration 142Q: 3 clusters Score -1.357242e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86230 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -13572419.000000 Penalty: 3762.701172
	Iteration 143Q: 3 clusters Score -1.357242e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86008 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -13572472.000000 Penalty: 3762.701172
	Iteration 144Q: 3 clusters Score -1.357247e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -13572510.000000 Penalty: 3762.701172
	Iteration 145Q: 3 clusters Score -1.357251e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -13572554.000000 Penalty: 3762.701172
	Iteration 146Q: 3 clusters Score -1.357255e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85307 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -13572599.000000 Penalty: 3762.701172
	Iteration 147Q: 3 clusters Score -1.35726e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -13572558.000000 Penalty: 3762.701172
	Iteration 148Q: 3 clusters Score -1.357256e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -13572563.000000 Penalty: 3762.701172
	Iteration 149Q: 3 clusters Score -1.357256e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -13572586.000000 Penalty: 3762.701172
	Iteration 150Q: 3 clusters Score -1.357259e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -13572566.000000 Penalty: 3762.701172
	Iteration 151Q: 3 clusters Score -1.357257e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -13572579.000000 Penalty: 3762.701172
	Iteration 152Q: 3 clusters Score -1.357258e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -13572587.000000 Penalty: 3762.701172
	Iteration 153Q: 3 clusters Score -1.357259e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -13572603.000000 Penalty: 3762.701172
	Iteration 154Q: 3 clusters Score -1.35726e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -13572633.000000 Penalty: 3762.701172
	Iteration 155Q: 3 clusters Score -1.357263e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -13572628.000000 Penalty: 3762.701172
	Iteration 156Q: 3 clusters Score -1.357263e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -13572679.000000 Penalty: 3762.701172
	Iteration 157Q: 3 clusters Score -1.357268e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -13572721.000000 Penalty: 3762.701172
	Iteration 158Q: 3 clusters Score -1.357272e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83527 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -13572780.000000 Penalty: 3762.701172
	Iteration 159Q: 3 clusters Score -1.357278e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -13572782.000000 Penalty: 3762.701172
	Iteration 160F: 3 clusters Score -1.357278e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -13572788.000000 Penalty: 3762.701172
	Iteration 161Q: 3 clusters Score -1.357279e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -13572761.000000 Penalty: 3762.701172
	Iteration 162Q: 3 clusters Score -1.357276e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -13572755.000000 Penalty: 3762.701172
	Iteration 163Q: 3 clusters Score -1.357276e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82945 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -13572840.000000 Penalty: 3762.701172
	Iteration 164Q: 3 clusters Score -1.357284e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -13572829.000000 Penalty: 3762.701172
	Iteration 165Q: 3 clusters Score -1.357283e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -13572806.000000 Penalty: 3762.701172
	Iteration 166Q: 3 clusters Score -1.357281e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -13572830.000000 Penalty: 3762.701172
	Iteration 167Q: 3 clusters Score -1.357283e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -13572879.000000 Penalty: 3762.701172
	Iteration 168Q: 3 clusters Score -1.357288e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -13572852.000000 Penalty: 3762.701172
	Iteration 169Q: 3 clusters Score -1.357285e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -13572850.000000 Penalty: 3762.701172
	Iteration 170Q: 3 clusters Score -1.357285e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -13572878.000000 Penalty: 3762.701172
	Iteration 171Q: 3 clusters Score -1.357288e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -13572844.000000 Penalty: 3762.701172
	Iteration 172Q: 3 clusters Score -1.357284e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -13572861.000000 Penalty: 3762.701172
	Iteration 173Q: 3 clusters Score -1.357286e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -13572863.000000 Penalty: 3762.701172
	Iteration 174Q: 3 clusters Score -1.357286e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -13572896.000000 Penalty: 3762.701172
	Iteration 175Q: 3 clusters Score -1.35729e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -13572886.000000 Penalty: 3762.701172
	Iteration 176Q: 3 clusters Score -1.357289e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -13572874.000000 Penalty: 3762.701172
	Iteration 177Q: 3 clusters Score -1.357287e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -13572904.000000 Penalty: 3762.701172
	Iteration 178Q: 3 clusters Score -1.35729e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -13572895.000000 Penalty: 3762.701172
	Iteration 179Q: 3 clusters Score -1.35729e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -13572890.000000 Penalty: 3762.701172
	Iteration 180F: 3 clusters Score -1.357289e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -13572868.000000 Penalty: 3762.701172
	Iteration 181Q: 3 clusters Score -1.357287e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -13572862.000000 Penalty: 3762.701172
	Iteration 182Q: 3 clusters Score -1.357286e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -13572879.000000 Penalty: 3762.701172
	Iteration 183Q: 3 clusters Score -1.357288e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -13572870.000000 Penalty: 3762.701172
	Iteration 184Q: 3 clusters Score -1.357287e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -13572855.000000 Penalty: 3762.701172
	Iteration 185Q: 3 clusters Score -1.357286e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -13572816.000000 Penalty: 3762.701172
	Iteration 186Q: 3 clusters Score -1.357282e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -13572832.000000 Penalty: 3762.701172
	Iteration 187Q: 3 clusters Score -1.357283e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -13572836.000000 Penalty: 3762.701172
	Iteration 188Q: 3 clusters Score -1.357284e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -13572857.000000 Penalty: 3762.701172
	Iteration 189Q: 3 clusters Score -1.357286e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -13572848.000000 Penalty: 3762.701172
	Iteration 190Q: 3 clusters Score -1.357285e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -13572843.000000 Penalty: 3762.701172
	Iteration 191Q: 3 clusters Score -1.357284e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -13572820.000000 Penalty: 3762.701172
	Iteration 192Q: 3 clusters Score -1.357282e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -13572808.000000 Penalty: 3762.701172
	Iteration 193Q: 3 clusters Score -1.357281e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -13572829.000000 Penalty: 3762.701172
	Iteration 194Q: 3 clusters Score -1.357283e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -13572832.000000 Penalty: 3762.701172
	Iteration 195Q: 3 clusters Score -1.357283e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81161 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -13572847.000000 Penalty: 3762.701172
	Iteration 196Q: 3 clusters Score -1.357285e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -13572849.000000 Penalty: 3762.701172
	Iteration 197Q: 3 clusters Score -1.357285e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -13572867.000000 Penalty: 3762.701172
	Iteration 198Q: 3 clusters Score -1.357287e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -13572855.000000 Penalty: 3762.701172
	Iteration 199Q: 3 clusters Score -1.357286e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80920 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -13572846.000000 Penalty: 3762.701172
	Iteration 200F: 3 clusters Score -1.357285e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -13572827.000000 Penalty: 3762.701172
	Iteration 201Q: 3 clusters Score -1.357283e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -13572833.000000 Penalty: 3762.701172
	Iteration 202Q: 3 clusters Score -1.357283e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -13572800.000000 Penalty: 3762.701172
	Iteration 203Q: 3 clusters Score -1.35728e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -13572792.000000 Penalty: 3762.701172
	Iteration 204Q: 3 clusters Score -1.357279e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -13572774.000000 Penalty: 3762.701172
	Iteration 205Q: 3 clusters Score -1.357277e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -13572775.000000 Penalty: 3762.701172
	Iteration 206Q: 3 clusters Score -1.357278e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -13572783.000000 Penalty: 3762.701172
	Iteration 207Q: 3 clusters Score -1.357278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -13572789.000000 Penalty: 3762.701172
	Iteration 208Q: 3 clusters Score -1.357279e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -13572780.000000 Penalty: 3762.701172
	Iteration 209Q: 3 clusters Score -1.357278e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -13572796.000000 Penalty: 3762.701172
	Iteration 210Q: 3 clusters Score -1.35728e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -13572780.000000 Penalty: 3762.701172
	Iteration 211Q: 3 clusters Score -1.357278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -13572784.000000 Penalty: 3762.701172
	Iteration 212Q: 3 clusters Score -1.357278e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -13572747.000000 Penalty: 3762.701172
	Iteration 213Q: 3 clusters Score -1.357275e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -13572754.000000 Penalty: 3762.701172
	Iteration 214Q: 3 clusters Score -1.357275e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -13572765.000000 Penalty: 3762.701172
	Iteration 215Q: 3 clusters Score -1.357276e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -13572763.000000 Penalty: 3762.701172
	Iteration 216Q: 3 clusters Score -1.357276e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -13572784.000000 Penalty: 3762.701172
	Iteration 217Q: 3 clusters Score -1.357278e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -13572791.000000 Penalty: 3762.701172
	Iteration 218Q: 3 clusters Score -1.357279e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80029 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -13572827.000000 Penalty: 3762.701172
	Iteration 219Q: 3 clusters Score -1.357283e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -13572830.000000 Penalty: 3762.701172
	Iteration 220F: 3 clusters Score -1.357283e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -13572831.000000 Penalty: 3762.701172
	Iteration 221Q: 3 clusters Score -1.357283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -13572817.000000 Penalty: 3762.701172
	Iteration 222Q: 3 clusters Score -1.357282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -13572827.000000 Penalty: 3762.701172
	Iteration 223Q: 3 clusters Score -1.357283e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -13572829.000000 Penalty: 3762.701172
	Iteration 224Q: 3 clusters Score -1.357283e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -13572827.000000 Penalty: 3762.701172
	Iteration 225Q: 3 clusters Score -1.357283e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -13572820.000000 Penalty: 3762.701172
	Iteration 226Q: 3 clusters Score -1.357282e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -13572840.000000 Penalty: 3762.701172
	Iteration 227Q: 3 clusters Score -1.357284e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -13572831.000000 Penalty: 3762.701172
	Iteration 228Q: 3 clusters Score -1.357283e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -13572822.000000 Penalty: 3762.701172
	Iteration 229Q: 3 clusters Score -1.357282e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -13572832.000000 Penalty: 3762.701172
	Iteration 230Q: 3 clusters Score -1.357283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -13572835.000000 Penalty: 3762.701172
	Iteration 231Q: 3 clusters Score -1.357284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -13572843.000000 Penalty: 3762.701172
	Iteration 232Q: 3 clusters Score -1.357284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -13572855.000000 Penalty: 3762.701172
	Iteration 233Q: 3 clusters Score -1.357286e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -13572844.000000 Penalty: 3762.701172
	Iteration 234Q: 3 clusters Score -1.357284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -13572857.000000 Penalty: 3762.701172
	Iteration 235Q: 3 clusters Score -1.357286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -13572872.000000 Penalty: 3762.701172
	Iteration 236Q: 3 clusters Score -1.357287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -13572842.000000 Penalty: 3762.701172
	Iteration 237Q: 3 clusters Score -1.357284e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -13572839.000000 Penalty: 3762.701172
	Iteration 238Q: 3 clusters Score -1.357284e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -13572816.000000 Penalty: 3762.701172
	Iteration 239Q: 3 clusters Score -1.357282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -13572814.000000 Penalty: 3762.701172
	Iteration 240F: 3 clusters Score -1.357281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -13572822.000000 Penalty: 3762.701172
	Iteration 241Q: 3 clusters Score -1.357282e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -13572831.000000 Penalty: 3762.701172
	Iteration 242Q: 3 clusters Score -1.357283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -13572814.000000 Penalty: 3762.701172
	Iteration 243Q: 3 clusters Score -1.357281e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -13572815.000000 Penalty: 3762.701172
	Iteration 244Q: 3 clusters Score -1.357282e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -13572844.000000 Penalty: 3762.701172
	Iteration 245Q: 3 clusters Score -1.357284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -13572851.000000 Penalty: 3762.701172
	Iteration 246Q: 3 clusters Score -1.357285e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -13572857.000000 Penalty: 3762.701172
	Iteration 247Q: 3 clusters Score -1.357286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -13572858.000000 Penalty: 3762.701172
	Iteration 248Q: 3 clusters Score -1.357286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -13572851.000000 Penalty: 3762.701172
	Iteration 249Q: 3 clusters Score -1.357285e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -13572870.000000 Penalty: 3762.701172
	Iteration 250Q: 3 clusters Score -1.357287e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -13572846.000000 Penalty: 3762.701172
	Iteration 251Q: 3 clusters Score -1.357285e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -13572851.000000 Penalty: 3762.701172
	Iteration 252Q: 3 clusters Score -1.357285e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -13572868.000000 Penalty: 3762.701172
	Iteration 253Q: 3 clusters Score -1.357287e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79637 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -13572867.000000 Penalty: 3762.701172
	Iteration 254Q: 3 clusters Score -1.357287e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -13572867.000000 Penalty: 3762.701172
	Iteration 255Q: 3 clusters Score -1.357287e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -13572857.000000 Penalty: 3762.701172
	Iteration 256Q: 3 clusters Score -1.357286e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -13572858.000000 Penalty: 3762.701172
	Iteration 257Q: 3 clusters Score -1.357286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -13572868.000000 Penalty: 3762.701172
	Iteration 258Q: 3 clusters Score -1.357287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -13572875.000000 Penalty: 3762.701172
	Iteration 259Q: 3 clusters Score -1.357288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -13572873.000000 Penalty: 3762.701172
	Iteration 260F: 3 clusters Score -1.357287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -13572885.000000 Penalty: 3762.701172
	Iteration 261Q: 3 clusters Score -1.357288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -13572884.000000 Penalty: 3762.701172
	Iteration 262Q: 3 clusters Score -1.357288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79538 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -13572873.000000 Penalty: 3762.701172
	Iteration 263Q: 3 clusters Score -1.357287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -13572879.000000 Penalty: 3762.701172
	Iteration 264Q: 3 clusters Score -1.357288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -13572882.000000 Penalty: 3762.701172
	Iteration 265Q: 3 clusters Score -1.357288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -13572886.000000 Penalty: 3762.701172
	Iteration 266Q: 3 clusters Score -1.357289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -13572886.000000 Penalty: 3762.701172
	Iteration 267Q: 3 clusters Score -1.357289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -13572890.000000 Penalty: 3762.701172
	Iteration 268Q: 3 clusters Score -1.357289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -13572879.000000 Penalty: 3762.701172
	Iteration 269Q: 3 clusters Score -1.357288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -13572870.000000 Penalty: 3762.701172
	Iteration 270Q: 3 clusters Score -1.357287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -13572862.000000 Penalty: 3762.701172
	Iteration 271Q: 3 clusters Score -1.357286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -13572869.000000 Penalty: 3762.701172
	Iteration 272Q: 3 clusters Score -1.357287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -13572881.000000 Penalty: 3762.701172
	Iteration 273Q: 3 clusters Score -1.357288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -13572881.000000 Penalty: 3762.701172
	Iteration 274Q: 3 clusters Score -1.357288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -13572897.000000 Penalty: 3762.701172
	Iteration 275Q: 3 clusters Score -1.35729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -13572894.000000 Penalty: 3762.701172
	Iteration 276Q: 3 clusters Score -1.357289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -13572894.000000 Penalty: 3762.701172
	Iteration 277Q: 3 clusters Score -1.357289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -13572889.000000 Penalty: 3762.701172
	Iteration 278Q: 3 clusters Score -1.357289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -13572888.000000 Penalty: 3762.701172
	Iteration 279Q: 3 clusters Score -1.357289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -13572895.000000 Penalty: 3762.701172
	Iteration 280F: 3 clusters Score -1.35729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -13572889.000000 Penalty: 3762.701172
	Iteration 281Q: 3 clusters Score -1.357289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -13572885.000000 Penalty: 3762.701172
	Iteration 282Q: 3 clusters Score -1.357288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -13572886.000000 Penalty: 3762.701172
	Iteration 283Q: 3 clusters Score -1.357289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -13572889.000000 Penalty: 3762.701172
	Iteration 284Q: 3 clusters Score -1.357289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -13572884.000000 Penalty: 3762.701172
	Iteration 285Q: 3 clusters Score -1.357288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -13572896.000000 Penalty: 3762.701172
	Iteration 286Q: 3 clusters Score -1.35729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -13572899.000000 Penalty: 3762.701172
	Iteration 287Q: 3 clusters Score -1.35729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -13572896.000000 Penalty: 3762.701172
	Iteration 288Q: 3 clusters Score -1.35729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -13572896.000000 Penalty: 3762.701172
	Iteration 289Q: 3 clusters Score -1.35729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -13572891.000000 Penalty: 3762.701172
	Iteration 290Q: 3 clusters Score -1.357289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -13572892.000000 Penalty: 3762.701172
	Iteration 291Q: 3 clusters Score -1.357289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -13572884.000000 Penalty: 3762.701172
	Iteration 292Q: 3 clusters Score -1.357288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -13572898.000000 Penalty: 3762.701172
	Iteration 293Q: 3 clusters Score -1.35729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -13572899.000000 Penalty: 3762.701172
	Iteration 294Q: 3 clusters Score -1.35729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -13572892.000000 Penalty: 3762.701172
	Iteration 295Q: 3 clusters Score -1.357289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -13572889.000000 Penalty: 3762.701172
	Iteration 296Q: 3 clusters Score -1.357289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -13572897.000000 Penalty: 3762.701172
	Iteration 297Q: 3 clusters Score -1.35729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -13572895.000000 Penalty: 3762.701172
	Iteration 298Q: 3 clusters Score -1.35729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -13572890.000000 Penalty: 3762.701172
	Iteration 299Q: 3 clusters Score -1.357289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -13572890.000000 Penalty: 3762.701172
	Iteration 300F: 3 clusters Score -1.357289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -13572903.000000 Penalty: 3762.701172
	Iteration 301Q: 3 clusters Score -1.35729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -13572902.000000 Penalty: 3762.701172
	Iteration 302Q: 3 clusters Score -1.35729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -13572902.000000 Penalty: 3762.701172
	Iteration 303Q: 3 clusters Score -1.35729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -13572902.000000 Penalty: 3762.701172
	Iteration 304F: 3 clusters Score -1.35729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16677.080078 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16677.08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16855.146484 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -16855.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16929.054688 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -16929.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16979.583984 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -16979.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17010.710938 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -17010.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17028.589844 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -17028.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17040.080078 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -17040.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17057.597656 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -17057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17058.640625 Penalty: 1740.890625
	Iteration 8F: 3 clusters Score -17058.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17068.859375 Penalty: 1740.890625
	Iteration 9Q: 3 clusters Score -17068.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17074.701172 Penalty: 1740.890625
	Iteration 10Q: 3 clusters Score -17074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17097.673828 Penalty: 1740.890625
	Iteration 11Q: 3 clusters Score -17097.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17116.585938 Penalty: 1740.890625
	Iteration 12Q: 3 clusters Score -17116.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17119.111328 Penalty: 1740.890625
	Iteration 13Q: 3 clusters Score -17119.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17119.673828 Penalty: 1740.890625
	Iteration 14F: 3 clusters Score -17119.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17137.349609 Penalty: 1740.890625
	Iteration 15Q: 3 clusters Score -17137.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17142.060547 Penalty: 1740.890625
	Iteration 16Q: 3 clusters Score -17142.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17142.060547 Penalty: 1740.890625
	Iteration 17F: 3 clusters Score -17142.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -175482.750000 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -175482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173682.109375 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -173682.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -174101.609375 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -174101.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -174211.687500 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -174211.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -174288.531250 Penalty: 2379.386230
	Iteration 3Q: 3 clusters Score -174288.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -174346.750000 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -174346.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -174386.984375 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -174387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174416.046875 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -174416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -174430.734375 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -174430.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -174444.265625 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -174444.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -174458.562500 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -174458.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174473.093750 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -174473.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -174480.687500 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -174480.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -174486.328125 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -174486.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -174489.406250 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -174489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -174490.562500 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -174490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -174491.953125 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -174492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -174492.718750 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -174492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -174493.500000 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -174493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -174494.000000 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -174494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -174494.000000 Penalty: 2379.386230
	Iteration 19F: 3 clusters Score -174494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 14275 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 45238 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 54490 members 
Mstep: Class 8 contains 81094 members 
Mstep: Class 11 contains 42937 members 
Mstep: Class 13 contains 60635 members 
Mstep: Class 15 contains 27007 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106675 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787784.000000 Penalty: 32109.041016
Iteration 159Q: 16 clusters Score -6.578778e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 45225 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 7 contains 54484 members 
Mstep: Class 8 contains 81087 members 
Mstep: Class 11 contains 42867 members 
Mstep: Class 13 contains 60690 members 
Mstep: Class 15 contains 27006 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106720 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787772.000000 Penalty: 32109.041016
Iteration 160F: 16 clusters Score -6.578777e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 14290 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 45216 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 54452 members 
Mstep: Class 8 contains 81082 members 
Mstep: Class 11 contains 42827 members 
Mstep: Class 13 contains 60736 members 
Mstep: Class 15 contains 27001 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106757 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787604.000000 Penalty: 32109.041016
Iteration 161Q: 16 clusters Score -6.57876e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 14288 members 
Mstep: Class 3 contains 27719 members 
Mstep: Class 4 contains 45202 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 54431 members 
Mstep: Class 8 contains 81073 members 
Mstep: Class 11 contains 42812 members 
Mstep: Class 13 contains 60779 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106787 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787644.000000 Penalty: 32109.041016
Iteration 162Q: 16 clusters Score -6.578764e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 45192 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 54402 members 
Mstep: Class 8 contains 81056 members 
Mstep: Class 11 contains 42777 members 
Mstep: Class 13 contains 60824 members 
Mstep: Class 15 contains 26995 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106818 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787512.000000 Penalty: 32109.041016
Iteration 163Q: 16 clusters Score -6.578751e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 45178 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 54356 members 
Mstep: Class 8 contains 81048 members 
Mstep: Class 11 contains 42780 members 
Mstep: Class 13 contains 60870 members 
Mstep: Class 15 contains 26980 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106847 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787544.000000 Penalty: 32109.041016
Iteration 164Q: 16 clusters Score -6.578754e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 45166 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 54343 members 
Mstep: Class 8 contains 81036 members 
Mstep: Class 11 contains 42765 members 
Mstep: Class 13 contains 60895 members 
Mstep: Class 15 contains 26975 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106875 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787476.000000 Penalty: 32109.041016
Iteration 165Q: 16 clusters Score -6.578748e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 45156 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 54347 members 
Mstep: Class 8 contains 81034 members 
Mstep: Class 11 contains 42744 members 
Mstep: Class 13 contains 60909 members 
Mstep: Class 15 contains 26972 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106889 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787540.000000 Penalty: 32109.041016
Iteration 166Q: 16 clusters Score -6.578754e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 45153 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 54347 members 
Mstep: Class 8 contains 81040 members 
Mstep: Class 11 contains 42721 members 
Mstep: Class 13 contains 60924 members 
Mstep: Class 15 contains 26961 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106904 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787584.000000 Penalty: 32109.041016
Iteration 167Q: 16 clusters Score -6.578758e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 14299 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 45151 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 54348 members 
Mstep: Class 8 contains 81041 members 
Mstep: Class 11 contains 42694 members 
Mstep: Class 13 contains 60930 members 
Mstep: Class 15 contains 26964 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106919 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787572.000000 Penalty: 32109.041016
Iteration 168Q: 16 clusters Score -6.578757e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 45149 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6464 members 
Mstep: Class 7 contains 54321 members 
Mstep: Class 8 contains 81046 members 
Mstep: Class 11 contains 42675 members 
Mstep: Class 13 contains 60944 members 
Mstep: Class 15 contains 26970 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106945 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787536.000000 Penalty: 32109.041016
Iteration 169Q: 16 clusters Score -6.578754e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 27731 members 
Mstep: Class 4 contains 45137 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 54299 members 
Mstep: Class 8 contains 81043 members 
Mstep: Class 11 contains 42667 members 
Mstep: Class 13 contains 60975 members 
Mstep: Class 15 contains 26963 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106962 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787464.000000 Penalty: 32109.041016
Iteration 170Q: 16 clusters Score -6.578746e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 14294 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 45129 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 54276 members 
Mstep: Class 8 contains 81037 members 
Mstep: Class 11 contains 42682 members 
Mstep: Class 13 contains 61007 members 
Mstep: Class 15 contains 26955 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106967 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787480.000000 Penalty: 32109.041016
Iteration 171Q: 16 clusters Score -6.578748e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 27731 members 
Mstep: Class 4 contains 45119 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 54267 members 
Mstep: Class 8 contains 81032 members 
Mstep: Class 11 contains 42681 members 
Mstep: Class 13 contains 61030 members 
Mstep: Class 15 contains 26947 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106983 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787588.000000 Penalty: 32109.041016
Iteration 172Q: 16 clusters Score -6.578759e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 45117 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 54238 members 
Mstep: Class 8 contains 81026 members 
Mstep: Class 11 contains 42703 members 
Mstep: Class 13 contains 61044 members 
Mstep: Class 15 contains 26942 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 106986 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787640.000000 Penalty: 32109.041016
Iteration 173Q: 16 clusters Score -6.578764e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 14283 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 45106 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6474 members 
Mstep: Class 7 contains 54183 members 
Mstep: Class 8 contains 81016 members 
Mstep: Class 11 contains 42753 members 
Mstep: Class 13 contains 61071 members 
Mstep: Class 15 contains 26934 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107000 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787680.000000 Penalty: 32109.041016
Iteration 174Q: 16 clusters Score -6.578768e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 45109 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 54109 members 
Mstep: Class 8 contains 81008 members 
Mstep: Class 11 contains 42806 members 
Mstep: Class 13 contains 61094 members 
Mstep: Class 15 contains 26937 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107001 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787700.000000 Penalty: 32109.041016
Iteration 175Q: 16 clusters Score -6.57877e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 27728 members 
Mstep: Class 4 contains 45104 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 54041 members 
Mstep: Class 8 contains 81007 members 
Mstep: Class 11 contains 42847 members 
Mstep: Class 13 contains 61115 members 
Mstep: Class 15 contains 26933 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107017 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787660.000000 Penalty: 32109.041016
Iteration 176Q: 16 clusters Score -6.578766e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 45097 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6476 members 
Mstep: Class 7 contains 53977 members 
Mstep: Class 8 contains 81008 members 
Mstep: Class 11 contains 42883 members 
Mstep: Class 13 contains 61142 members 
Mstep: Class 15 contains 26930 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107030 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787572.000000 Penalty: 32109.041016
Iteration 177Q: 16 clusters Score -6.578757e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 14294 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 45087 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 53894 members 
Mstep: Class 8 contains 81007 members 
Mstep: Class 11 contains 42919 members 
Mstep: Class 13 contains 61174 members 
Mstep: Class 15 contains 26931 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107056 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787512.000000 Penalty: 32109.041016
Iteration 178Q: 16 clusters Score -6.578751e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 14302 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 45083 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 53785 members 
Mstep: Class 8 contains 80992 members 
Mstep: Class 11 contains 43004 members 
Mstep: Class 13 contains 61197 members 
Mstep: Class 15 contains 26926 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107074 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787464.000000 Penalty: 32109.041016
Iteration 179Q: 16 clusters Score -6.578746e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 14303 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 45078 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 53686 members 
Mstep: Class 8 contains 80973 members 
Mstep: Class 11 contains 43091 members 
Mstep: Class 13 contains 61216 members 
Mstep: Class 15 contains 26925 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107093 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787452.000000 Penalty: 32109.041016
Iteration 180F: 16 clusters Score -6.578745e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 45070 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6476 members 
Mstep: Class 7 contains 53587 members 
Mstep: Class 8 contains 80964 members 
Mstep: Class 11 contains 43182 members 
Mstep: Class 13 contains 61231 members 
Mstep: Class 15 contains 26928 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107097 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787540.000000 Penalty: 32109.041016
Iteration 181Q: 16 clusters Score -6.578754e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 45065 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 53469 members 
Mstep: Class 8 contains 80957 members 
Mstep: Class 11 contains 43285 members 
Mstep: Class 13 contains 61256 members 
Mstep: Class 15 contains 26931 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107095 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787624.000000 Penalty: 32109.041016
Iteration 182Q: 16 clusters Score -6.578762e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 45049 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 53368 members 
Mstep: Class 8 contains 80950 members 
Mstep: Class 11 contains 43386 members 
Mstep: Class 13 contains 61271 members 
Mstep: Class 15 contains 26930 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107100 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787572.000000 Penalty: 32109.041016
Iteration 183Q: 16 clusters Score -6.578757e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 14324 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 45042 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 53217 members 
Mstep: Class 8 contains 80947 members 
Mstep: Class 11 contains 43523 members 
Mstep: Class 13 contains 61288 members 
Mstep: Class 15 contains 26930 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107099 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787564.000000 Penalty: 32109.041016
Iteration 184Q: 16 clusters Score -6.578756e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 45036 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6479 members 
Mstep: Class 7 contains 53076 members 
Mstep: Class 8 contains 80936 members 
Mstep: Class 11 contains 43655 members 
Mstep: Class 13 contains 61309 members 
Mstep: Class 15 contains 26926 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107113 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787540.000000 Penalty: 32109.041016
Iteration 185Q: 16 clusters Score -6.578754e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 45028 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6480 members 
Mstep: Class 7 contains 52943 members 
Mstep: Class 8 contains 80933 members 
Mstep: Class 11 contains 43765 members 
Mstep: Class 13 contains 61332 members 
Mstep: Class 15 contains 26925 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107123 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787500.000000 Penalty: 32109.041016
Iteration 186Q: 16 clusters Score -6.57875e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 14320 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6482 members 
Mstep: Class 7 contains 52766 members 
Mstep: Class 8 contains 80937 members 
Mstep: Class 11 contains 43920 members 
Mstep: Class 13 contains 61341 members 
Mstep: Class 15 contains 26922 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107141 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787532.000000 Penalty: 32109.041016
Iteration 187Q: 16 clusters Score -6.578753e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 45012 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6483 members 
Mstep: Class 7 contains 52573 members 
Mstep: Class 8 contains 80932 members 
Mstep: Class 11 contains 44108 members 
Mstep: Class 13 contains 61340 members 
Mstep: Class 15 contains 26918 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107162 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787584.000000 Penalty: 32109.041016
Iteration 188Q: 16 clusters Score -6.578758e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 14320 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 45007 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6486 members 
Mstep: Class 7 contains 52383 members 
Mstep: Class 8 contains 80927 members 
Mstep: Class 11 contains 44290 members 
Mstep: Class 13 contains 61337 members 
Mstep: Class 15 contains 26918 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107178 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787588.000000 Penalty: 32109.041016
Iteration 189Q: 16 clusters Score -6.578759e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 44995 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 52211 members 
Mstep: Class 8 contains 80935 members 
Mstep: Class 11 contains 44462 members 
Mstep: Class 13 contains 61345 members 
Mstep: Class 15 contains 26913 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107180 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787588.000000 Penalty: 32109.041016
Iteration 190Q: 16 clusters Score -6.578759e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44985 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6492 members 
Mstep: Class 7 contains 52025 members 
Mstep: Class 8 contains 80927 members 
Mstep: Class 11 contains 44646 members 
Mstep: Class 13 contains 61364 members 
Mstep: Class 15 contains 26909 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107184 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787560.000000 Penalty: 32109.041016
Iteration 191Q: 16 clusters Score -6.578756e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44966 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6493 members 
Mstep: Class 7 contains 51817 members 
Mstep: Class 8 contains 80900 members 
Mstep: Class 11 contains 44879 members 
Mstep: Class 13 contains 61377 members 
Mstep: Class 15 contains 26909 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107187 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787596.000000 Penalty: 32109.041016
Iteration 192Q: 16 clusters Score -6.57876e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 14325 members 
Mstep: Class 3 contains 27744 members 
Mstep: Class 4 contains 44959 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6497 members 
Mstep: Class 7 contains 51603 members 
Mstep: Class 8 contains 80887 members 
Mstep: Class 11 contains 45103 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 15 contains 26908 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107182 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787580.000000 Penalty: 32109.041016
Iteration 193Q: 16 clusters Score -6.578758e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 14324 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44953 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6503 members 
Mstep: Class 7 contains 51411 members 
Mstep: Class 8 contains 80872 members 
Mstep: Class 11 contains 45321 members 
Mstep: Class 13 contains 61378 members 
Mstep: Class 15 contains 26914 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107170 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787656.000000 Penalty: 32109.041016
Iteration 194Q: 16 clusters Score -6.578766e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44945 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6508 members 
Mstep: Class 7 contains 51217 members 
Mstep: Class 8 contains 80867 members 
Mstep: Class 11 contains 45534 members 
Mstep: Class 13 contains 61376 members 
Mstep: Class 15 contains 26913 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107169 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787596.000000 Penalty: 32109.041016
Iteration 195Q: 16 clusters Score -6.57876e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 44944 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6512 members 
Mstep: Class 7 contains 51056 members 
Mstep: Class 8 contains 80861 members 
Mstep: Class 11 contains 45715 members 
Mstep: Class 13 contains 61373 members 
Mstep: Class 15 contains 26907 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107158 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787584.000000 Penalty: 32109.041016
Iteration 196Q: 16 clusters Score -6.578758e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 14322 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44934 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 50891 members 
Mstep: Class 8 contains 80860 members 
Mstep: Class 11 contains 45902 members 
Mstep: Class 13 contains 61366 members 
Mstep: Class 15 contains 26900 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107148 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787516.000000 Penalty: 32109.041016
Iteration 197Q: 16 clusters Score -6.578752e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 14324 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 44923 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6521 members 
Mstep: Class 7 contains 50724 members 
Mstep: Class 8 contains 80862 members 
Mstep: Class 11 contains 46092 members 
Mstep: Class 13 contains 61365 members 
Mstep: Class 15 contains 26899 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107133 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787556.000000 Penalty: 32109.041016
Iteration 198Q: 16 clusters Score -6.578756e+07 nChanged 376
Entering ConstructFrom: 
Score: -65787556.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Entering Unmasked Estep 
Score: -6619939.000000 Penalty: 1762.448242
	Iteration 0F: 2 clusters Score -6619939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -6586696.000000 Penalty: 3524.896484
	Iteration 0F: 3 clusters Score -6586696 nChanged 24083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -6600334.500000 Penalty: 3524.896484
	Iteration 1F: 3 clusters Score -6600334 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -6601119.000000 Penalty: 3524.896484
	Iteration 2Q: 3 clusters Score -6601119 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -6602342.000000 Penalty: 3524.896484
	Iteration 3F: 3 clusters Score -6602342 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -6604549.500000 Penalty: 3524.896484
	Iteration 4F: 3 clusters Score -6604550 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -6608142.000000 Penalty: 3524.896484
	Iteration 5F: 3 clusters Score -6608142 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -6612455.000000 Penalty: 3524.896484
	Iteration 6F: 3 clusters Score -6612455 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -6615863.000000 Penalty: 3524.896484
	Iteration 7F: 3 clusters Score -6615863 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -6617504.000000 Penalty: 3524.896484
	Iteration 8Q: 3 clusters Score -6617504 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -6618057.500000 Penalty: 3524.896484
	Iteration 9Q: 3 clusters Score -6618058 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -6618242.000000 Penalty: 3524.896484
	Iteration 10Q: 3 clusters Score -6618242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6618322.500000 Penalty: 3524.896484
	Iteration 11Q: 3 clusters Score -6618322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6618365.500000 Penalty: 3524.896484
	Iteration 12Q: 3 clusters Score -6618366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -6618387.000000 Penalty: 3524.896484
	Iteration 13Q: 3 clusters Score -6618387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -6618400.000000 Penalty: 3524.896484
	Iteration 14Q: 3 clusters Score -6618400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6618418.000000 Penalty: 3524.896484
	Iteration 15Q: 3 clusters Score -6618418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6618426.000000 Penalty: 3524.896484
	Iteration 16Q: 3 clusters Score -6618426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -6618447.500000 Penalty: 3524.896484
	Iteration 17Q: 3 clusters Score -6618448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -6618456.000000 Penalty: 3524.896484
	Iteration 18Q: 3 clusters Score -6618456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -6618455.000000 Penalty: 3524.896484
	Iteration 19Q: 3 clusters Score -6618455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -6618457.000000 Penalty: 3524.896484
	Iteration 20F: 3 clusters Score -6618457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -6618460.500000 Penalty: 3524.896484
	Iteration 21Q: 3 clusters Score -6618460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6618460.000000 Penalty: 3524.896484
	Iteration 22Q: 3 clusters Score -6618460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -6618465.000000 Penalty: 3524.896484
	Iteration 23Q: 3 clusters Score -6618465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6618470.000000 Penalty: 3524.896484
	Iteration 24Q: 3 clusters Score -6618470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6618470.000000 Penalty: 3524.896484
	Iteration 25F: 3 clusters Score -6618470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Entering Unmasked Estep 
Score: -1837170.500000 Penalty: 1555.097534
	Iteration 0F: 2 clusters Score -1837170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1827129.000000 Penalty: 3110.195068
	Iteration 0F: 3 clusters Score -1827129 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1830387.750000 Penalty: 3110.195068
	Iteration 1F: 3 clusters Score -1830388 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1830623.500000 Penalty: 3110.195068
	Iteration 2Q: 3 clusters Score -1830624 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1830838.000000 Penalty: 3110.195068
	Iteration 3Q: 3 clusters Score -1830838 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1830994.500000 Penalty: 3110.195068
	Iteration 4Q: 3 clusters Score -1830994 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1831109.000000 Penalty: 3110.195068
	Iteration 5Q: 3 clusters Score -1831109 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1831225.875000 Penalty: 3110.195068
	Iteration 6Q: 3 clusters Score -1831226 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1831320.750000 Penalty: 3110.195068
	Iteration 7Q: 3 clusters Score -1831321 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1831420.250000 Penalty: 3110.195068
	Iteration 8Q: 3 clusters Score -1831420 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1831548.375000 Penalty: 3110.195068
	Iteration 9Q: 3 clusters Score -1831548 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1831702.375000 Penalty: 3110.195068
	Iteration 10Q: 3 clusters Score -1831702 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1831871.625000 Penalty: 3110.195068
	Iteration 11Q: 3 clusters Score -1831872 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1832101.750000 Penalty: 3110.195068
	Iteration 12Q: 3 clusters Score -1832102 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1832459.000000 Penalty: 3110.195068
	Iteration 13Q: 3 clusters Score -1832459 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1832899.500000 Penalty: 3110.195068
	Iteration 14Q: 3 clusters Score -1832900 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1833407.125000 Penalty: 3110.195068
	Iteration 15F: 3 clusters Score -1833407 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1833966.875000 Penalty: 3110.195068
	Iteration 16F: 3 clusters Score -1833967 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1834495.875000 Penalty: 3110.195068
	Iteration 17Q: 3 clusters Score -1834496 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1834913.500000 Penalty: 3110.195068
	Iteration 18Q: 3 clusters Score -1834914 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1835206.500000 Penalty: 3110.195068
	Iteration 19Q: 3 clusters Score -1835206 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1835390.125000 Penalty: 3110.195068
	Iteration 20F: 3 clusters Score -1835390 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1835526.250000 Penalty: 3110.195068
	Iteration 21Q: 3 clusters Score -1835526 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1835604.125000 Penalty: 3110.195068
	Iteration 22Q: 3 clusters Score -1835604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1835646.000000 Penalty: 3110.195068
	Iteration 23Q: 3 clusters Score -1835646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1835675.250000 Penalty: 3110.195068
	Iteration 24Q: 3 clusters Score -1835675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1835701.250000 Penalty: 3110.195068
	Iteration 25Q: 3 clusters Score -1835701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1835727.875000 Penalty: 3110.195068
	Iteration 26Q: 3 clusters Score -1835728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1835755.000000 Penalty: 3110.195068
	Iteration 27Q: 3 clusters Score -1835755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1835770.750000 Penalty: 3110.195068
	Iteration 28Q: 3 clusters Score -1835771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1835789.875000 Penalty: 3110.195068
	Iteration 29Q: 3 clusters Score -1835790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1835807.500000 Penalty: 3110.195068
	Iteration 30Q: 3 clusters Score -1835808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1835813.875000 Penalty: 3110.195068
	Iteration 31Q: 3 clusters Score -1835814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1835821.625000 Penalty: 3110.195068
	Iteration 32Q: 3 clusters Score -1835822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1835825.125000 Penalty: 3110.195068
	Iteration 33Q: 3 clusters Score -1835825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1835834.375000 Penalty: 3110.195068
	Iteration 34Q: 3 clusters Score -1835834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1835839.750000 Penalty: 3110.195068
	Iteration 35Q: 3 clusters Score -1835840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1835844.625000 Penalty: 3110.195068
	Iteration 36Q: 3 clusters Score -1835845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1835847.875000 Penalty: 3110.195068
	Iteration 37Q: 3 clusters Score -1835848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1835852.000000 Penalty: 3110.195068
	Iteration 38Q: 3 clusters Score -1835852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1835852.000000 Penalty: 3110.195068
	Iteration 39Q: 3 clusters Score -1835852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1835852.000000 Penalty: 3110.195068
	Iteration 40F: 3 clusters Score -1835852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Entering Unmasked Estep 
Score: -3443064.250000 Penalty: 1662.465698
	Iteration 0F: 2 clusters Score -3443064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3424366.500000 Penalty: 3324.931396
	Iteration 0F: 3 clusters Score -3424366 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3431410.500000 Penalty: 3324.931396
	Iteration 1F: 3 clusters Score -3431410 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3431847.250000 Penalty: 3324.931396
	Iteration 2Q: 3 clusters Score -3431847 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3432374.750000 Penalty: 3324.931396
	Iteration 3Q: 3 clusters Score -3432375 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3433179.500000 Penalty: 3324.931396
	Iteration 4F: 3 clusters Score -3433180 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3434442.000000 Penalty: 3324.931396
	Iteration 5F: 3 clusters Score -3434442 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3436323.500000 Penalty: 3324.931396
	Iteration 6F: 3 clusters Score -3436324 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3438447.000000 Penalty: 3324.931396
	Iteration 7F: 3 clusters Score -3438447 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3440076.000000 Penalty: 3324.931396
	Iteration 8F: 3 clusters Score -3440076 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3440998.750000 Penalty: 3324.931396
	Iteration 9Q: 3 clusters Score -3440999 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3441356.750000 Penalty: 3324.931396
	Iteration 10Q: 3 clusters Score -3441357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3441495.250000 Penalty: 3324.931396
	Iteration 11Q: 3 clusters Score -3441495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3441555.000000 Penalty: 3324.931396
	Iteration 12Q: 3 clusters Score -3441555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3441575.250000 Penalty: 3324.931396
	Iteration 13Q: 3 clusters Score -3441575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3441586.500000 Penalty: 3324.931396
	Iteration 14Q: 3 clusters Score -3441586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3441588.500000 Penalty: 3324.931396
	Iteration 15Q: 3 clusters Score -3441588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3441597.750000 Penalty: 3324.931396
	Iteration 16Q: 3 clusters Score -3441598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3441601.750000 Penalty: 3324.931396
	Iteration 17Q: 3 clusters Score -3441602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3441609.250000 Penalty: 3324.931396
	Iteration 18Q: 3 clusters Score -3441609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3441612.000000 Penalty: 3324.931396
	Iteration 19Q: 3 clusters Score -3441612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3441618.750000 Penalty: 3324.931396
	Iteration 20F: 3 clusters Score -3441619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Entering Unmasked Estep 
Score: -5678349.000000 Penalty: 1740.734985
	Iteration 0F: 2 clusters Score -5678349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -5648371.000000 Penalty: 3481.469971
	Iteration 0F: 3 clusters Score -5648371 nChanged 21106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5660371.500000 Penalty: 3481.469971
	Iteration 1F: 3 clusters Score -5660372 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -5660824.000000 Penalty: 3481.469971
	Iteration 2Q: 3 clusters Score -5660824 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -5661347.000000 Penalty: 3481.469971
	Iteration 3Q: 3 clusters Score -5661347 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -5661981.500000 Penalty: 3481.469971
	Iteration 4Q: 3 clusters Score -5661982 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -5662849.500000 Penalty: 3481.469971
	Iteration 5Q: 3 clusters Score -5662850 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -5664090.000000 Penalty: 3481.469971
	Iteration 6F: 3 clusters Score -5664090 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -5666086.000000 Penalty: 3481.469971
	Iteration 7F: 3 clusters Score -5666086 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5668566.500000 Penalty: 3481.469971
	Iteration 8F: 3 clusters Score -5668566 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -5671040.500000 Penalty: 3481.469971
	Iteration 9F: 3 clusters Score -5671040 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -5673231.500000 Penalty: 3481.469971
	Iteration 10F: 3 clusters Score -5673232 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -5674897.500000 Penalty: 3481.469971
	Iteration 11Q: 3 clusters Score -5674898 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5675858.000000 Penalty: 3481.469971
	Iteration 12Q: 3 clusters Score -5675858 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -5676438.500000 Penalty: 3481.469971
	Iteration 13Q: 3 clusters Score -5676438 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5676766.500000 Penalty: 3481.469971
	Iteration 14Q: 3 clusters Score -5676766 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -5676915.500000 Penalty: 3481.469971
	Iteration 15Q: 3 clusters Score -5676916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -5676982.500000 Penalty: 3481.469971
	Iteration 16Q: 3 clusters Score -5676982 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -5677010.500000 Penalty: 3481.469971
	Iteration 17Q: 3 clusters Score -5677010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5677039.000000 Penalty: 3481.469971
	Iteration 18Q: 3 clusters Score -5677039 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -5677061.000000 Penalty: 3481.469971
	Iteration 19Q: 3 clusters Score -5677061 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -5677079.000000 Penalty: 3481.469971
	Iteration 20F: 3 clusters Score -5677079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5677098.500000 Penalty: 3481.469971
	Iteration 21Q: 3 clusters Score -5677098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -5677134.500000 Penalty: 3481.469971
	Iteration 22Q: 3 clusters Score -5677134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -5677140.500000 Penalty: 3481.469971
	Iteration 23Q: 3 clusters Score -5677140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -5677143.500000 Penalty: 3481.469971
	Iteration 24Q: 3 clusters Score -5677144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -5677159.000000 Penalty: 3481.469971
	Iteration 25Q: 3 clusters Score -5677159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -5677168.000000 Penalty: 3481.469971
	Iteration 26Q: 3 clusters Score -5677168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -5677180.000000 Penalty: 3481.469971
	Iteration 27Q: 3 clusters Score -5677180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -5677191.500000 Penalty: 3481.469971
	Iteration 28Q: 3 clusters Score -5677192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -5677196.000000 Penalty: 3481.469971
	Iteration 29Q: 3 clusters Score -5677196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -5677203.500000 Penalty: 3481.469971
	Iteration 30Q: 3 clusters Score -5677204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -5677204.000000 Penalty: 3481.469971
	Iteration 31Q: 3 clusters Score -5677204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -5677210.000000 Penalty: 3481.469971
	Iteration 32Q: 3 clusters Score -5677210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -5677203.500000 Penalty: 3481.469971
	Iteration 33Q: 3 clusters Score -5677204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -5677210.000000 Penalty: 3481.469971
	Iteration 34Q: 3 clusters Score -5677210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5677211.000000 Penalty: 3481.469971
	Iteration 35Q: 3 clusters Score -5677211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -5677213.000000 Penalty: 3481.469971
	Iteration 36Q: 3 clusters Score -5677213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5677216.000000 Penalty: 3481.469971
	Iteration 37Q: 3 clusters Score -5677216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -5677217.500000 Penalty: 3481.469971
	Iteration 38Q: 3 clusters Score -5677218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5677220.500000 Penalty: 3481.469971
	Iteration 39Q: 3 clusters Score -5677220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -5677219.500000 Penalty: 3481.469971
	Iteration 40F: 3 clusters Score -5677220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -5677231.500000 Penalty: 3481.469971
	Iteration 41Q: 3 clusters Score -5677232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -5677225.500000 Penalty: 3481.469971
	Iteration 42Q: 3 clusters Score -5677226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5677228.500000 Penalty: 3481.469971
	Iteration 43Q: 3 clusters Score -5677228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -5677233.500000 Penalty: 3481.469971
	Iteration 44Q: 3 clusters Score -5677234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -5677236.500000 Penalty: 3481.469971
	Iteration 45Q: 3 clusters Score -5677236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5677239.000000 Penalty: 3481.469971
	Iteration 46Q: 3 clusters Score -5677239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5677239.500000 Penalty: 3481.469971
	Iteration 47Q: 3 clusters Score -5677240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5677233.500000 Penalty: 3481.469971
	Iteration 48Q: 3 clusters Score -5677234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -5677234.500000 Penalty: 3481.469971
	Iteration 49Q: 3 clusters Score -5677234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -5677231.000000 Penalty: 3481.469971
	Iteration 50Q: 3 clusters Score -5677231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -5677236.000000 Penalty: 3481.469971
	Iteration 51Q: 3 clusters Score -5677236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -5677233.000000 Penalty: 3481.469971
	Iteration 52Q: 3 clusters Score -5677233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -5677233.000000 Penalty: 3481.469971
	Iteration 53F: 3 clusters Score -5677233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -66263.140625 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -66263.14 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 297 members 
Entering Unmasked Estep 
Score: -65157.550781 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -65157.55 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65328.664062 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -65328.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65391.761719 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -65391.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65438.824219 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -65438.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65467.957031 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -65467.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65477.437500 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -65477.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65487.917969 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -65487.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65493.523438 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -65493.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65501.027344 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -65501.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65512.500000 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -65512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65525.101562 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -65525.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -65529.871094 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -65529.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65531.691406 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -65531.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65531.691406 Penalty: 2058.892578
	Iteration 13F: 3 clusters Score -65531.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Entering Unmasked Estep 
Score: -825366.062500 Penalty: 1427.227173
	Iteration 0F: 2 clusters Score -825366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -820382.437500 Penalty: 2854.454346
	Iteration 0F: 3 clusters Score -820382.4 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -821880.437500 Penalty: 2854.454346
	Iteration 1F: 3 clusters Score -821880.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -822145.375000 Penalty: 2854.454346
	Iteration 2F: 3 clusters Score -822145.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -822344.437500 Penalty: 2854.454346
	Iteration 3F: 3 clusters Score -822344.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -822477.812500 Penalty: 2854.454346
	Iteration 4Q: 3 clusters Score -822477.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -822580.312500 Penalty: 2854.454346
	Iteration 5Q: 3 clusters Score -822580.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -822671.250000 Penalty: 2854.454346
	Iteration 6Q: 3 clusters Score -822671.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -822744.187500 Penalty: 2854.454346
	Iteration 7Q: 3 clusters Score -822744.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -822804.500000 Penalty: 2854.454346
	Iteration 8Q: 3 clusters Score -822804.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -822874.312500 Penalty: 2854.454346
	Iteration 9Q: 3 clusters Score -822874.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -822955.062500 Penalty: 2854.454346
	Iteration 10Q: 3 clusters Score -822955.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -823037.687500 Penalty: 2854.454346
	Iteration 11Q: 3 clusters Score -823037.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -823121.875000 Penalty: 2854.454346
	Iteration 12Q: 3 clusters Score -823121.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -823220.625000 Penalty: 2854.454346
	Iteration 13Q: 3 clusters Score -823220.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -823325.187500 Penalty: 2854.454346
	Iteration 14Q: 3 clusters Score -823325.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -823453.375000 Penalty: 2854.454346
	Iteration 15Q: 3 clusters Score -823453.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -823585.312500 Penalty: 2854.454346
	Iteration 16Q: 3 clusters Score -823585.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -823696.187500 Penalty: 2854.454346
	Iteration 17Q: 3 clusters Score -823696.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -823781.625000 Penalty: 2854.454346
	Iteration 18Q: 3 clusters Score -823781.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -823853.062500 Penalty: 2854.454346
	Iteration 19Q: 3 clusters Score -823853.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -823929.687500 Penalty: 2854.454346
	Iteration 20F: 3 clusters Score -823929.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -824001.062500 Penalty: 2854.454346
	Iteration 21Q: 3 clusters Score -824001.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -824044.562500 Penalty: 2854.454346
	Iteration 22Q: 3 clusters Score -824044.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -824075.625000 Penalty: 2854.454346
	Iteration 23Q: 3 clusters Score -824075.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -824108.187500 Penalty: 2854.454346
	Iteration 24Q: 3 clusters Score -824108.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -824133.875000 Penalty: 2854.454346
	Iteration 25Q: 3 clusters Score -824133.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -824154.500000 Penalty: 2854.454346
	Iteration 26Q: 3 clusters Score -824154.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -824173.562500 Penalty: 2854.454346
	Iteration 27Q: 3 clusters Score -824173.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -824211.000000 Penalty: 2854.454346
	Iteration 28Q: 3 clusters Score -824211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -824255.375000 Penalty: 2854.454346
	Iteration 29Q: 3 clusters Score -824255.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -824308.437500 Penalty: 2854.454346
	Iteration 30Q: 3 clusters Score -824308.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -824340.500000 Penalty: 2854.454346
	Iteration 31Q: 3 clusters Score -824340.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -824358.875000 Penalty: 2854.454346
	Iteration 32Q: 3 clusters Score -824358.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -824372.875000 Penalty: 2854.454346
	Iteration 33Q: 3 clusters Score -824372.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -824383.625000 Penalty: 2854.454346
	Iteration 34Q: 3 clusters Score -824383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -824389.562500 Penalty: 2854.454346
	Iteration 35Q: 3 clusters Score -824389.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -824393.437500 Penalty: 2854.454346
	Iteration 36Q: 3 clusters Score -824393.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -824396.562500 Penalty: 2854.454346
	Iteration 37Q: 3 clusters Score -824396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -824398.687500 Penalty: 2854.454346
	Iteration 38Q: 3 clusters Score -824398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -824399.687500 Penalty: 2854.454346
	Iteration 39Q: 3 clusters Score -824399.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -824400.312500 Penalty: 2854.454346
	Iteration 40F: 3 clusters Score -824400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -824402.812500 Penalty: 2854.454346
	Iteration 41Q: 3 clusters Score -824402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -824401.625000 Penalty: 2854.454346
	Iteration 42Q: 3 clusters Score -824401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -824403.500000 Penalty: 2854.454346
	Iteration 43Q: 3 clusters Score -824403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -824402.625000 Penalty: 2854.454346
	Iteration 44Q: 3 clusters Score -824402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -824404.187500 Penalty: 2854.454346
	Iteration 45Q: 3 clusters Score -824404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -824404.187500 Penalty: 2854.454346
	Iteration 46F: 3 clusters Score -824404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Entering Unmasked Estep 
Score: -6498717.500000 Penalty: 1760.104248
	Iteration 0F: 2 clusters Score -6498718 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 25264 members 
Entering Unmasked Estep 
Score: -6465135.000000 Penalty: 3520.208496
	Iteration 0F: 3 clusters Score -6465135 nChanged 23777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -6478721.000000 Penalty: 3520.208496
	Iteration 1F: 3 clusters Score -6478721 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6479481.500000 Penalty: 3520.208496
	Iteration 2Q: 3 clusters Score -6479482 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -6480307.000000 Penalty: 3520.208496
	Iteration 3Q: 3 clusters Score -6480307 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -6481283.000000 Penalty: 3520.208496
	Iteration 4Q: 3 clusters Score -6481283 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -6482601.000000 Penalty: 3520.208496
	Iteration 5Q: 3 clusters Score -6482601 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6484324.500000 Penalty: 3520.208496
	Iteration 6F: 3 clusters Score -6484324 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -6486776.500000 Penalty: 3520.208496
	Iteration 7F: 3 clusters Score -6486776 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -6489843.000000 Penalty: 3520.208496
	Iteration 8F: 3 clusters Score -6489843 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -6492060.000000 Penalty: 3520.208496
	Iteration 9F: 3 clusters Score -6492060 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -6493122.500000 Penalty: 3520.208496
	Iteration 10Q: 3 clusters Score -6493122 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -6493722.000000 Penalty: 3520.208496
	Iteration 11Q: 3 clusters Score -6493722 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -6494112.500000 Penalty: 3520.208496
	Iteration 12Q: 3 clusters Score -6494112 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -6494420.000000 Penalty: 3520.208496
	Iteration 13Q: 3 clusters Score -6494420 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -6494648.500000 Penalty: 3520.208496
	Iteration 14Q: 3 clusters Score -6494648 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -6494794.000000 Penalty: 3520.208496
	Iteration 15Q: 3 clusters Score -6494794 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -6494894.500000 Penalty: 3520.208496
	Iteration 16Q: 3 clusters Score -6494894 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -6494984.500000 Penalty: 3520.208496
	Iteration 17Q: 3 clusters Score -6494984 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -6495038.000000 Penalty: 3520.208496
	Iteration 18Q: 3 clusters Score -6495038 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -6495059.500000 Penalty: 3520.208496
	Iteration 19Q: 3 clusters Score -6495060 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -6495082.000000 Penalty: 3520.208496
	Iteration 20F: 3 clusters Score -6495082 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -6495131.000000 Penalty: 3520.208496
	Iteration 21Q: 3 clusters Score -6495131 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -6495170.500000 Penalty: 3520.208496
	Iteration 22Q: 3 clusters Score -6495170 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -6495183.500000 Penalty: 3520.208496
	Iteration 23Q: 3 clusters Score -6495184 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -6495206.000000 Penalty: 3520.208496
	Iteration 24Q: 3 clusters Score -6495206 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -6495205.500000 Penalty: 3520.208496
	Iteration 25Q: 3 clusters Score -6495206 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -6495212.000000 Penalty: 3520.208496
	Iteration 26Q: 3 clusters Score -6495212 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -6495227.000000 Penalty: 3520.208496
	Iteration 27Q: 3 clusters Score -6495227 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -6495260.000000 Penalty: 3520.208496
	Iteration 28Q: 3 clusters Score -6495260 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -6495302.500000 Penalty: 3520.208496
	Iteration 29Q: 3 clusters Score -6495302 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -6495346.500000 Penalty: 3520.208496
	Iteration 30Q: 3 clusters Score -6495346 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -6495359.500000 Penalty: 3520.208496
	Iteration 31Q: 3 clusters Score -6495360 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -6495403.500000 Penalty: 3520.208496
	Iteration 32Q: 3 clusters Score -6495404 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -6495419.500000 Penalty: 3520.208496
	Iteration 33Q: 3 clusters Score -6495420 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -6495464.000000 Penalty: 3520.208496
	Iteration 34Q: 3 clusters Score -6495464 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6495484 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -6495496.500000 Penalty: 3520.208496
	Iteration 36Q: 3 clusters Score -6495496 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -6495547.500000 Penalty: 3520.208496
	Iteration 37Q: 3 clusters Score -6495548 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6495548 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6495578 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -6495602.000000 Penalty: 3520.208496
	Iteration 40F: 3 clusters Score -6495602 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6495628 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6495659 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -6495692.500000 Penalty: 3520.208496
	Iteration 43Q: 3 clusters Score -6495692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6495751 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6495788 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -6495836.500000 Penalty: 3520.208496
	Iteration 46Q: 3 clusters Score -6495836 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6495901 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6495903 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -6495943.500000 Penalty: 3520.208496
	Iteration 49Q: 3 clusters Score -6495944 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -6495951.000000 Penalty: 3520.208496
	Iteration 50Q: 3 clusters Score -6495951 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6495975 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -6496005.500000 Penalty: 3520.208496
	Iteration 52Q: 3 clusters Score -6496006 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -6496022.000000 Penalty: 3520.208496
	Iteration 53Q: 3 clusters Score -6496022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6496054 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6496058 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6496082 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -6496114.000000 Penalty: 3520.208496
	Iteration 57Q: 3 clusters Score -6496114 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6496146 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6496168 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -6496202.500000 Penalty: 3520.208496
	Iteration 60F: 3 clusters Score -6496202 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6496229 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -6496273.500000 Penalty: 3520.208496
	Iteration 62Q: 3 clusters Score -6496274 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -6496293.500000 Penalty: 3520.208496
	Iteration 63Q: 3 clusters Score -6496294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6496340 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6496384 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6496388 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6496412 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6496422 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6496481 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -6496517.500000 Penalty: 3520.208496
	Iteration 70Q: 3 clusters Score -6496518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6496536 nChanged 137
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Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6496566 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -6496603.000000 Penalty: 3520.208496
	Iteration 73Q: 3 clusters Score -6496603 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6496617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6496634 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6496658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6496683 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -6496712.500000 Penalty: 3520.208496
	Iteration 78Q: 3 clusters Score -6496712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -6496728.000000 Penalty: 3520.208496
	Iteration 79Q: 3 clusters Score -6496728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -6496732.000000 Penalty: 3520.208496
	Iteration 80F: 3 clusters Score -6496732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6496748 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6496796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6496801 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6496810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6496852 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6496862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6496888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6496904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6496946 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6496958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6496978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -6497002.500000 Penalty: 3520.208496
	Iteration 92Q: 3 clusters Score -6497002 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -6497014.500000 Penalty: 3520.208496
	Iteration 93Q: 3 clusters Score -6497014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -6497038.000000 Penalty: 3520.208496
	Iteration 94Q: 3 clusters Score -6497038 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6497044 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6497066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6497079.000000 Penalty: 3520.208496
	Iteration 97Q: 3 clusters Score -6497079 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -6497081.000000 Penalty: 3520.208496
	Iteration 98Q: 3 clusters Score -6497081 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6497098.000000 Penalty: 3520.208496
	Iteration 99Q: 3 clusters Score -6497098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6497096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -6497107.500000 Penalty: 3520.208496
	Iteration 101Q: 3 clusters Score -6497108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -6497117.000000 Penalty: 3520.208496
	Iteration 102Q: 3 clusters Score -6497117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -6497122.000000 Penalty: 3520.208496
	Iteration 103Q: 3 clusters Score -6497122 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -6497133.000000 Penalty: 3520.208496
	Iteration 104Q: 3 clusters Score -6497133 nChanged 33
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Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6497138.000000 Penalty: 3520.208496
	Iteration 105Q: 3 clusters Score -6497138 nChanged 22
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Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -6497149.500000 Penalty: 3520.208496
	Iteration 106Q: 3 clusters Score -6497150 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6497153.000000 Penalty: 3520.208496
	Iteration 107Q: 3 clusters Score -6497153 nChanged 15
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Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 48941 members 
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	Iteration 108Q: 3 clusters Score -6497147 nChanged 15
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Mstep: Class 1 contains 1631 members 
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Entering Unmasked Estep 
Score: -6497145.500000 Penalty: 3520.208496
	Iteration 109Q: 3 clusters Score -6497146 nChanged 13
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Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -6497143.500000 Penalty: 3520.208496
	Iteration 110Q: 3 clusters Score -6497144 nChanged 13
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Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6497134 nChanged 9
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Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6497136 nChanged 4
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Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6497137 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6497144 nChanged 7
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Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6497146 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -6497148.000000 Penalty: 3520.208496
	Iteration 116Q: 3 clusters Score -6497148 nChanged 7
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6497150 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -6497154.500000 Penalty: 3520.208496
	Iteration 118Q: 3 clusters Score -6497154 nChanged 3
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Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6497158 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6497158 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6497155 nChanged 1
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Mstep: Class 1 contains 1556 members 
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	Iteration 122Q: 3 clusters Score -6497156 nChanged 3
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Entering Unmasked Estep 
Score: -6497155.000000 Penalty: 3520.208496
	Iteration 123Q: 3 clusters Score -6497155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -6497158.500000 Penalty: 3520.208496
	Iteration 124Q: 3 clusters Score -6497158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -6497161.000000 Penalty: 3520.208496
	Iteration 125Q: 3 clusters Score -6497161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -6497164.500000 Penalty: 3520.208496
	Iteration 126Q: 3 clusters Score -6497164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -6497167.000000 Penalty: 3520.208496
	Iteration 127Q: 3 clusters Score -6497167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -6497166.500000 Penalty: 3520.208496
	Iteration 128Q: 3 clusters Score -6497166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -6497168.500000 Penalty: 3520.208496
	Iteration 129Q: 3 clusters Score -6497168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -6497176.000000 Penalty: 3520.208496
	Iteration 130Q: 3 clusters Score -6497176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -6497170.500000 Penalty: 3520.208496
	Iteration 131Q: 3 clusters Score -6497170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -6497170.000000 Penalty: 3520.208496
	Iteration 132Q: 3 clusters Score -6497170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -6497170.000000 Penalty: 3520.208496
	Iteration 133F: 3 clusters Score -6497170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Entering Unmasked Estep 
Score: -10356002.000000 Penalty: 1836.339111
	Iteration 0F: 2 clusters Score -1.0356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -10306201.000000 Penalty: 3672.678223
	Iteration 0F: 3 clusters Score -1.03062e+07 nChanged 38695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -10328487.000000 Penalty: 3672.678223
	Iteration 1F: 3 clusters Score -1.032849e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -10329449.000000 Penalty: 3672.678223
	Iteration 2Q: 3 clusters Score -1.032945e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -10330874.000000 Penalty: 3672.678223
	Iteration 3Q: 3 clusters Score -1.033087e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -10332811.000000 Penalty: 3672.678223
	Iteration 4Q: 3 clusters Score -1.033281e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -10335597.000000 Penalty: 3672.678223
	Iteration 5F: 3 clusters Score -1.03356e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -10339152.000000 Penalty: 3672.678223
	Iteration 6F: 3 clusters Score -1.033915e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -10342851.000000 Penalty: 3672.678223
	Iteration 7F: 3 clusters Score -1.034285e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -10346056.000000 Penalty: 3672.678223
	Iteration 8F: 3 clusters Score -1.034606e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -10348003.000000 Penalty: 3672.678223
	Iteration 9Q: 3 clusters Score -1.0348e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -10348981.000000 Penalty: 3672.678223
	Iteration 10Q: 3 clusters Score -1.034898e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -10349640.000000 Penalty: 3672.678223
	Iteration 11Q: 3 clusters Score -1.034964e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -10350066.000000 Penalty: 3672.678223
	Iteration 12Q: 3 clusters Score -1.035007e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -10350387.000000 Penalty: 3672.678223
	Iteration 13Q: 3 clusters Score -1.035039e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -10350752.000000 Penalty: 3672.678223
	Iteration 14Q: 3 clusters Score -1.035075e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -10351069.000000 Penalty: 3672.678223
	Iteration 15Q: 3 clusters Score -1.035107e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -10351333.000000 Penalty: 3672.678223
	Iteration 16Q: 3 clusters Score -1.035133e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -10351586.000000 Penalty: 3672.678223
	Iteration 17Q: 3 clusters Score -1.035159e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -10351896.000000 Penalty: 3672.678223
	Iteration 18Q: 3 clusters Score -1.03519e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -10352194.000000 Penalty: 3672.678223
	Iteration 19Q: 3 clusters Score -1.035219e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -10352508.000000 Penalty: 3672.678223
	Iteration 20F: 3 clusters Score -1.035251e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -10352846.000000 Penalty: 3672.678223
	Iteration 21Q: 3 clusters Score -1.035285e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -10353255.000000 Penalty: 3672.678223
	Iteration 22Q: 3 clusters Score -1.035326e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -10353614.000000 Penalty: 3672.678223
	Iteration 23Q: 3 clusters Score -1.035361e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -10353998.000000 Penalty: 3672.678223
	Iteration 24Q: 3 clusters Score -1.0354e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -10354303.000000 Penalty: 3672.678223
	Iteration 25Q: 3 clusters Score -1.03543e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -10354673.000000 Penalty: 3672.678223
	Iteration 26Q: 3 clusters Score -1.035467e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -10354911.000000 Penalty: 3672.678223
	Iteration 27Q: 3 clusters Score -1.035491e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -10355163.000000 Penalty: 3672.678223
	Iteration 28Q: 3 clusters Score -1.035516e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -10355372.000000 Penalty: 3672.678223
	Iteration 29Q: 3 clusters Score -1.035537e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -10355588.000000 Penalty: 3672.678223
	Iteration 30Q: 3 clusters Score -1.035559e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -10355709.000000 Penalty: 3672.678223
	Iteration 31Q: 3 clusters Score -1.035571e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -10355791.000000 Penalty: 3672.678223
	Iteration 32Q: 3 clusters Score -1.035579e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75427 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -10355874.000000 Penalty: 3672.678223
	Iteration 33Q: 3 clusters Score -1.035587e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -10355887.000000 Penalty: 3672.678223
	Iteration 34Q: 3 clusters Score -1.035589e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -10355928.000000 Penalty: 3672.678223
	Iteration 35Q: 3 clusters Score -1.035593e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -10355945.000000 Penalty: 3672.678223
	Iteration 36Q: 3 clusters Score -1.035594e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -10355954.000000 Penalty: 3672.678223
	Iteration 37Q: 3 clusters Score -1.035595e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -10355954.000000 Penalty: 3672.678223
	Iteration 38Q: 3 clusters Score -1.035595e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -10355935.000000 Penalty: 3672.678223
	Iteration 39Q: 3 clusters Score -1.035594e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -10355936.000000 Penalty: 3672.678223
	Iteration 40F: 3 clusters Score -1.035594e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10355894.000000 Penalty: 3672.678223
	Iteration 41Q: 3 clusters Score -1.035589e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -10355876.000000 Penalty: 3672.678223
	Iteration 42Q: 3 clusters Score -1.035588e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -10355851.000000 Penalty: 3672.678223
	Iteration 43Q: 3 clusters Score -1.035585e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10355808.000000 Penalty: 3672.678223
	Iteration 44Q: 3 clusters Score -1.035581e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10355824.000000 Penalty: 3672.678223
	Iteration 45Q: 3 clusters Score -1.035582e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -10355789.000000 Penalty: 3672.678223
	Iteration 46Q: 3 clusters Score -1.035579e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10355796.000000 Penalty: 3672.678223
	Iteration 47Q: 3 clusters Score -1.03558e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -10355773.000000 Penalty: 3672.678223
	Iteration 48Q: 3 clusters Score -1.035577e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10355794.000000 Penalty: 3672.678223
	Iteration 49Q: 3 clusters Score -1.035579e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -10355802.000000 Penalty: 3672.678223
	Iteration 50Q: 3 clusters Score -1.03558e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10355791.000000 Penalty: 3672.678223
	Iteration 51Q: 3 clusters Score -1.035579e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78753 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -10355782.000000 Penalty: 3672.678223
	Iteration 52Q: 3 clusters Score -1.035578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10355761.000000 Penalty: 3672.678223
	Iteration 53Q: 3 clusters Score -1.035576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10355761.000000 Penalty: 3672.678223
	Iteration 54Q: 3 clusters Score -1.035576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10355761.000000 Penalty: 3672.678223
	Iteration 55Q: 3 clusters Score -1.035576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10355761.000000 Penalty: 3672.678223
	Iteration 56Q: 3 clusters Score -1.035576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -10355762.000000 Penalty: 3672.678223
	Iteration 57Q: 3 clusters Score -1.035576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10355776.000000 Penalty: 3672.678223
	Iteration 58Q: 3 clusters Score -1.035578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10355757.000000 Penalty: 3672.678223
	Iteration 59Q: 3 clusters Score -1.035576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10355759.000000 Penalty: 3672.678223
	Iteration 60F: 3 clusters Score -1.035576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10355757.000000 Penalty: 3672.678223
	Iteration 61Q: 3 clusters Score -1.035576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -10355751.000000 Penalty: 3672.678223
	Iteration 62Q: 3 clusters Score -1.035575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10355742.000000 Penalty: 3672.678223
	Iteration 63Q: 3 clusters Score -1.035574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -10355737.000000 Penalty: 3672.678223
	Iteration 64Q: 3 clusters Score -1.035574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -10355733.000000 Penalty: 3672.678223
	Iteration 65Q: 3 clusters Score -1.035573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10355724.000000 Penalty: 3672.678223
	Iteration 66Q: 3 clusters Score -1.035572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10355743.000000 Penalty: 3672.678223
	Iteration 67Q: 3 clusters Score -1.035574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10355741.000000 Penalty: 3672.678223
	Iteration 68Q: 3 clusters Score -1.035574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10355742.000000 Penalty: 3672.678223
	Iteration 69Q: 3 clusters Score -1.035574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79017 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10355739.000000 Penalty: 3672.678223
	Iteration 70Q: 3 clusters Score -1.035574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -10355742.000000 Penalty: 3672.678223
	Iteration 71Q: 3 clusters Score -1.035574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10355746.000000 Penalty: 3672.678223
	Iteration 72Q: 3 clusters Score -1.035575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10355738.000000 Penalty: 3672.678223
	Iteration 73Q: 3 clusters Score -1.035574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10355739.000000 Penalty: 3672.678223
	Iteration 74Q: 3 clusters Score -1.035574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10355741.000000 Penalty: 3672.678223
	Iteration 75Q: 3 clusters Score -1.035574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10355733.000000 Penalty: 3672.678223
	Iteration 76Q: 3 clusters Score -1.035573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -10355731.000000 Penalty: 3672.678223
	Iteration 77Q: 3 clusters Score -1.035573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10355741.000000 Penalty: 3672.678223
	Iteration 78Q: 3 clusters Score -1.035574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10355741.000000 Penalty: 3672.678223
	Iteration 79F: 3 clusters Score -1.035574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Entering Unmasked Estep 
Score: -5959856.500000 Penalty: 1745.640015
	Iteration 0F: 2 clusters Score -5959856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -5929186.500000 Penalty: 3491.280029
	Iteration 0F: 3 clusters Score -5929186 nChanged 21657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -5941304.000000 Penalty: 3491.280029
	Iteration 1F: 3 clusters Score -5941304 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -5941685.000000 Penalty: 3491.280029
	Iteration 2Q: 3 clusters Score -5941685 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -5942070.500000 Penalty: 3491.280029
	Iteration 3Q: 3 clusters Score -5942070 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -5942609.000000 Penalty: 3491.280029
	Iteration 4Q: 3 clusters Score -5942609 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -5943333.000000 Penalty: 3491.280029
	Iteration 5Q: 3 clusters Score -5943333 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -5944542.000000 Penalty: 3491.280029
	Iteration 6Q: 3 clusters Score -5944542 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -5946336.500000 Penalty: 3491.280029
	Iteration 7F: 3 clusters Score -5946336 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -5948889.000000 Penalty: 3491.280029
	Iteration 8F: 3 clusters Score -5948889 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -5951992.000000 Penalty: 3491.280029
	Iteration 9F: 3 clusters Score -5951992 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -5954317.000000 Penalty: 3491.280029
	Iteration 10F: 3 clusters Score -5954317 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -5955244.000000 Penalty: 3491.280029
	Iteration 11Q: 3 clusters Score -5955244 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -5955711.000000 Penalty: 3491.280029
	Iteration 12Q: 3 clusters Score -5955711 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -5956058.500000 Penalty: 3491.280029
	Iteration 13Q: 3 clusters Score -5956058 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5956301.000000 Penalty: 3491.280029
	Iteration 14Q: 3 clusters Score -5956301 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -5956518.500000 Penalty: 3491.280029
	Iteration 15Q: 3 clusters Score -5956518 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -5956660.500000 Penalty: 3491.280029
	Iteration 16Q: 3 clusters Score -5956660 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -5956767.500000 Penalty: 3491.280029
	Iteration 17Q: 3 clusters Score -5956768 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -5956848.000000 Penalty: 3491.280029
	Iteration 18Q: 3 clusters Score -5956848 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5956904.500000 Penalty: 3491.280029
	Iteration 19Q: 3 clusters Score -5956904 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -5956934.500000 Penalty: 3491.280029
	Iteration 20F: 3 clusters Score -5956934 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5956941.500000 Penalty: 3491.280029
	Iteration 21Q: 3 clusters Score -5956942 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -5956961.500000 Penalty: 3491.280029
	Iteration 22Q: 3 clusters Score -5956962 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -5956985.500000 Penalty: 3491.280029
	Iteration 23Q: 3 clusters Score -5956986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -5957017.500000 Penalty: 3491.280029
	Iteration 24Q: 3 clusters Score -5957018 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5957038.000000 Penalty: 3491.280029
	Iteration 25Q: 3 clusters Score -5957038 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -5957036.000000 Penalty: 3491.280029
	Iteration 26Q: 3 clusters Score -5957036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -5957040.000000 Penalty: 3491.280029
	Iteration 27Q: 3 clusters Score -5957040 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -5957055.500000 Penalty: 3491.280029
	Iteration 28Q: 3 clusters Score -5957056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5957066.500000 Penalty: 3491.280029
	Iteration 29Q: 3 clusters Score -5957066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -5957078.500000 Penalty: 3491.280029
	Iteration 30Q: 3 clusters Score -5957078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -5957099.000000 Penalty: 3491.280029
	Iteration 31Q: 3 clusters Score -5957099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -5957092.500000 Penalty: 3491.280029
	Iteration 32Q: 3 clusters Score -5957092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -5957110.000000 Penalty: 3491.280029
	Iteration 33Q: 3 clusters Score -5957110 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5957106.500000 Penalty: 3491.280029
	Iteration 34Q: 3 clusters Score -5957106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -5957103.000000 Penalty: 3491.280029
	Iteration 35Q: 3 clusters Score -5957103 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -5957125.000000 Penalty: 3491.280029
	Iteration 36Q: 3 clusters Score -5957125 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5957142.000000 Penalty: 3491.280029
	Iteration 37Q: 3 clusters Score -5957142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -5957159.000000 Penalty: 3491.280029
	Iteration 38Q: 3 clusters Score -5957159 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -5957163.500000 Penalty: 3491.280029
	Iteration 39Q: 3 clusters Score -5957164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -5957179.500000 Penalty: 3491.280029
	Iteration 40F: 3 clusters Score -5957180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -5957177.000000 Penalty: 3491.280029
	Iteration 41Q: 3 clusters Score -5957177 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -5957199.000000 Penalty: 3491.280029
	Iteration 42Q: 3 clusters Score -5957199 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5957212.500000 Penalty: 3491.280029
	Iteration 43Q: 3 clusters Score -5957212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -5957222.500000 Penalty: 3491.280029
	Iteration 44Q: 3 clusters Score -5957222 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5957236.000000 Penalty: 3491.280029
	Iteration 45Q: 3 clusters Score -5957236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -5957258.500000 Penalty: 3491.280029
	Iteration 46Q: 3 clusters Score -5957258 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5957296.500000 Penalty: 3491.280029
	Iteration 47Q: 3 clusters Score -5957296 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -5957316.000000 Penalty: 3491.280029
	Iteration 48Q: 3 clusters Score -5957316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5957346.000000 Penalty: 3491.280029
	Iteration 49Q: 3 clusters Score -5957346 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5957373.500000 Penalty: 3491.280029
	Iteration 50Q: 3 clusters Score -5957374 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5957387.500000 Penalty: 3491.280029
	Iteration 51Q: 3 clusters Score -5957388 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -5957415.500000 Penalty: 3491.280029
	Iteration 52Q: 3 clusters Score -5957416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -5957434.000000 Penalty: 3491.280029
	Iteration 53Q: 3 clusters Score -5957434 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5957449.000000 Penalty: 3491.280029
	Iteration 54Q: 3 clusters Score -5957449 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5957466.000000 Penalty: 3491.280029
	Iteration 55Q: 3 clusters Score -5957466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5957479.500000 Penalty: 3491.280029
	Iteration 56Q: 3 clusters Score -5957480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5957486.000000 Penalty: 3491.280029
	Iteration 57Q: 3 clusters Score -5957486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -5957512.500000 Penalty: 3491.280029
	Iteration 58Q: 3 clusters Score -5957512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5957529.500000 Penalty: 3491.280029
	Iteration 59Q: 3 clusters Score -5957530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5957524.500000 Penalty: 3491.280029
	Iteration 60F: 3 clusters Score -5957524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -5957535.000000 Penalty: 3491.280029
	Iteration 61Q: 3 clusters Score -5957535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -5957529.000000 Penalty: 3491.280029
	Iteration 62Q: 3 clusters Score -5957529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5957541.500000 Penalty: 3491.280029
	Iteration 63Q: 3 clusters Score -5957542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -5957538.500000 Penalty: 3491.280029
	Iteration 64Q: 3 clusters Score -5957538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -5957543.000000 Penalty: 3491.280029
	Iteration 65Q: 3 clusters Score -5957543 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -5957559.000000 Penalty: 3491.280029
	Iteration 66Q: 3 clusters Score -5957559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5957549.500000 Penalty: 3491.280029
	Iteration 67Q: 3 clusters Score -5957550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -5957563.500000 Penalty: 3491.280029
	Iteration 68Q: 3 clusters Score -5957564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -5957571.500000 Penalty: 3491.280029
	Iteration 69Q: 3 clusters Score -5957572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5957587.500000 Penalty: 3491.280029
	Iteration 70Q: 3 clusters Score -5957588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -5957591.500000 Penalty: 3491.280029
	Iteration 71Q: 3 clusters Score -5957592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -5957594.500000 Penalty: 3491.280029
	Iteration 72Q: 3 clusters Score -5957594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5957599.000000 Penalty: 3491.280029
	Iteration 73Q: 3 clusters Score -5957599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -5957608.000000 Penalty: 3491.280029
	Iteration 74Q: 3 clusters Score -5957608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5957614.500000 Penalty: 3491.280029
	Iteration 75Q: 3 clusters Score -5957614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -5957611.500000 Penalty: 3491.280029
	Iteration 76Q: 3 clusters Score -5957612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -5957607.500000 Penalty: 3491.280029
	Iteration 77Q: 3 clusters Score -5957608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5957616.500000 Penalty: 3491.280029
	Iteration 78Q: 3 clusters Score -5957616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -5957619.500000 Penalty: 3491.280029
	Iteration 79Q: 3 clusters Score -5957620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -5957625.000000 Penalty: 3491.280029
	Iteration 80F: 3 clusters Score -5957625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5957641.000000 Penalty: 3491.280029
	Iteration 81Q: 3 clusters Score -5957641 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5957649.000000 Penalty: 3491.280029
	Iteration 82Q: 3 clusters Score -5957649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -5957661.000000 Penalty: 3491.280029
	Iteration 83Q: 3 clusters Score -5957661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5957681.000000 Penalty: 3491.280029
	Iteration 84Q: 3 clusters Score -5957681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5957682.500000 Penalty: 3491.280029
	Iteration 85Q: 3 clusters Score -5957682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5957683.500000 Penalty: 3491.280029
	Iteration 86Q: 3 clusters Score -5957684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5957702.000000 Penalty: 3491.280029
	Iteration 87Q: 3 clusters Score -5957702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -5957716.500000 Penalty: 3491.280029
	Iteration 88Q: 3 clusters Score -5957716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5957731.500000 Penalty: 3491.280029
	Iteration 89Q: 3 clusters Score -5957732 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5957739.000000 Penalty: 3491.280029
	Iteration 90Q: 3 clusters Score -5957739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -5957759.000000 Penalty: 3491.280029
	Iteration 91Q: 3 clusters Score -5957759 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -5957770.500000 Penalty: 3491.280029
	Iteration 92Q: 3 clusters Score -5957770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5957791.000000 Penalty: 3491.280029
	Iteration 93Q: 3 clusters Score -5957791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5957821.500000 Penalty: 3491.280029
	Iteration 94Q: 3 clusters Score -5957822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -5957843.500000 Penalty: 3491.280029
	Iteration 95Q: 3 clusters Score -5957844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5957854.000000 Penalty: 3491.280029
	Iteration 96Q: 3 clusters Score -5957854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -5957864.000000 Penalty: 3491.280029
	Iteration 97Q: 3 clusters Score -5957864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5957859.000000 Penalty: 3491.280029
	Iteration 98Q: 3 clusters Score -5957859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -5957873.000000 Penalty: 3491.280029
	Iteration 99Q: 3 clusters Score -5957873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5957864.500000 Penalty: 3491.280029
	Iteration 100F: 3 clusters Score -5957864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5957888.500000 Penalty: 3491.280029
	Iteration 101Q: 3 clusters Score -5957888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5957906.000000 Penalty: 3491.280029
	Iteration 102Q: 3 clusters Score -5957906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5957914.500000 Penalty: 3491.280029
	Iteration 103Q: 3 clusters Score -5957914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5957931.000000 Penalty: 3491.280029
	Iteration 104Q: 3 clusters Score -5957931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5957921.000000 Penalty: 3491.280029
	Iteration 105Q: 3 clusters Score -5957921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5957931.500000 Penalty: 3491.280029
	Iteration 106Q: 3 clusters Score -5957932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -5957950.000000 Penalty: 3491.280029
	Iteration 107Q: 3 clusters Score -5957950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -5957952.500000 Penalty: 3491.280029
	Iteration 108Q: 3 clusters Score -5957952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5957953.500000 Penalty: 3491.280029
	Iteration 109Q: 3 clusters Score -5957954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -5957955.500000 Penalty: 3491.280029
	Iteration 110Q: 3 clusters Score -5957956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -5957954.000000 Penalty: 3491.280029
	Iteration 111Q: 3 clusters Score -5957954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -5957973.000000 Penalty: 3491.280029
	Iteration 112Q: 3 clusters Score -5957973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -5957972.000000 Penalty: 3491.280029
	Iteration 113Q: 3 clusters Score -5957972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -5957981.500000 Penalty: 3491.280029
	Iteration 114Q: 3 clusters Score -5957982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5957998.000000 Penalty: 3491.280029
	Iteration 115Q: 3 clusters Score -5957998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5957996.500000 Penalty: 3491.280029
	Iteration 116Q: 3 clusters Score -5957996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5958005.000000 Penalty: 3491.280029
	Iteration 117Q: 3 clusters Score -5958005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5958000.500000 Penalty: 3491.280029
	Iteration 118Q: 3 clusters Score -5958000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -5958003.500000 Penalty: 3491.280029
	Iteration 119Q: 3 clusters Score -5958004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -5958009.000000 Penalty: 3491.280029
	Iteration 120F: 3 clusters Score -5958009 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5958016.000000 Penalty: 3491.280029
	Iteration 121Q: 3 clusters Score -5958016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5958022.000000 Penalty: 3491.280029
	Iteration 122Q: 3 clusters Score -5958022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5958033.000000 Penalty: 3491.280029
	Iteration 123Q: 3 clusters Score -5958033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5958032.500000 Penalty: 3491.280029
	Iteration 124Q: 3 clusters Score -5958032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5958023.500000 Penalty: 3491.280029
	Iteration 125Q: 3 clusters Score -5958024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5958017.500000 Penalty: 3491.280029
	Iteration 126Q: 3 clusters Score -5958018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5958025.000000 Penalty: 3491.280029
	Iteration 127Q: 3 clusters Score -5958025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -5958035.000000 Penalty: 3491.280029
	Iteration 128Q: 3 clusters Score -5958035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -5958044.500000 Penalty: 3491.280029
	Iteration 129Q: 3 clusters Score -5958044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -5958050.500000 Penalty: 3491.280029
	Iteration 130Q: 3 clusters Score -5958050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -5958048.500000 Penalty: 3491.280029
	Iteration 131Q: 3 clusters Score -5958048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -5958041.000000 Penalty: 3491.280029
	Iteration 132Q: 3 clusters Score -5958041 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5958036.500000 Penalty: 3491.280029
	Iteration 133Q: 3 clusters Score -5958036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -5958042.000000 Penalty: 3491.280029
	Iteration 134Q: 3 clusters Score -5958042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5958052.000000 Penalty: 3491.280029
	Iteration 135Q: 3 clusters Score -5958052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -5958065.500000 Penalty: 3491.280029
	Iteration 136Q: 3 clusters Score -5958066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -5958057.000000 Penalty: 3491.280029
	Iteration 137Q: 3 clusters Score -5958057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -5958060.000000 Penalty: 3491.280029
	Iteration 138Q: 3 clusters Score -5958060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -5958058.000000 Penalty: 3491.280029
	Iteration 139Q: 3 clusters Score -5958058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -5958067.000000 Penalty: 3491.280029
	Iteration 140F: 3 clusters Score -5958067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5958067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -5958077.500000 Penalty: 3491.280029
	Iteration 142Q: 3 clusters Score -5958078 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -5958084.500000 Penalty: 3491.280029
	Iteration 143Q: 3 clusters Score -5958084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -5958085.000000 Penalty: 3491.280029
	Iteration 144Q: 3 clusters Score -5958085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -5958084.000000 Penalty: 3491.280029
	Iteration 145Q: 3 clusters Score -5958084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -5958087.500000 Penalty: 3491.280029
	Iteration 146Q: 3 clusters Score -5958088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -5958083.500000 Penalty: 3491.280029
	Iteration 147Q: 3 clusters Score -5958084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5958083.000000 Penalty: 3491.280029
	Iteration 148Q: 3 clusters Score -5958083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5958081.500000 Penalty: 3491.280029
	Iteration 149Q: 3 clusters Score -5958082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -5958081.000000 Penalty: 3491.280029
	Iteration 150Q: 3 clusters Score -5958081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -5958078.500000 Penalty: 3491.280029
	Iteration 151Q: 3 clusters Score -5958078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -5958075.500000 Penalty: 3491.280029
	Iteration 152Q: 3 clusters Score -5958076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -5958085.000000 Penalty: 3491.280029
	Iteration 153Q: 3 clusters Score -5958085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -5958087.500000 Penalty: 3491.280029
	Iteration 154Q: 3 clusters Score -5958088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5958091.500000 Penalty: 3491.280029
	Iteration 155Q: 3 clusters Score -5958092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -5958090.000000 Penalty: 3491.280029
	Iteration 156Q: 3 clusters Score -5958090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -5958098.500000 Penalty: 3491.280029
	Iteration 157Q: 3 clusters Score -5958098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -5958094.500000 Penalty: 3491.280029
	Iteration 158Q: 3 clusters Score -5958094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -5958097.000000 Penalty: 3491.280029
	Iteration 159Q: 3 clusters Score -5958097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -5958094.500000 Penalty: 3491.280029
	Iteration 160F: 3 clusters Score -5958094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -5958097.500000 Penalty: 3491.280029
	Iteration 161Q: 3 clusters Score -5958098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -5958107.000000 Penalty: 3491.280029
	Iteration 162Q: 3 clusters Score -5958107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -5958104.500000 Penalty: 3491.280029
	Iteration 163Q: 3 clusters Score -5958104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5958102.000000 Penalty: 3491.280029
	Iteration 164Q: 3 clusters Score -5958102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5958100.000000 Penalty: 3491.280029
	Iteration 165Q: 3 clusters Score -5958100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5958107.000000 Penalty: 3491.280029
	Iteration 166Q: 3 clusters Score -5958107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5958110.000000 Penalty: 3491.280029
	Iteration 167Q: 3 clusters Score -5958110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5958122.000000 Penalty: 3491.280029
	Iteration 168Q: 3 clusters Score -5958122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -5958130.000000 Penalty: 3491.280029
	Iteration 169Q: 3 clusters Score -5958130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -5958136.000000 Penalty: 3491.280029
	Iteration 170Q: 3 clusters Score -5958136 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -5958140.000000 Penalty: 3491.280029
	Iteration 171Q: 3 clusters Score -5958140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -5958140.500000 Penalty: 3491.280029
	Iteration 172Q: 3 clusters Score -5958140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -5958146.000000 Penalty: 3491.280029
	Iteration 173Q: 3 clusters Score -5958146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -5958147.500000 Penalty: 3491.280029
	Iteration 174Q: 3 clusters Score -5958148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -5958149.500000 Penalty: 3491.280029
	Iteration 175Q: 3 clusters Score -5958150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -5958151.000000 Penalty: 3491.280029
	Iteration 176Q: 3 clusters Score -5958151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5958144.500000 Penalty: 3491.280029
	Iteration 177Q: 3 clusters Score -5958144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5958147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -5958151.500000 Penalty: 3491.280029
	Iteration 179Q: 3 clusters Score -5958152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5958160.000000 Penalty: 3491.280029
	Iteration 180F: 3 clusters Score -5958160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -5958176.500000 Penalty: 3491.280029
	Iteration 181Q: 3 clusters Score -5958176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5958176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5958169.500000 Penalty: 3491.280029
	Iteration 183Q: 3 clusters Score -5958170 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5958178.500000 Penalty: 3491.280029
	Iteration 184Q: 3 clusters Score -5958178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -5958174.500000 Penalty: 3491.280029
	Iteration 185Q: 3 clusters Score -5958174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5958194.500000 Penalty: 3491.280029
	Iteration 186Q: 3 clusters Score -5958194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5958203.500000 Penalty: 3491.280029
	Iteration 187Q: 3 clusters Score -5958204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -5958218.000000 Penalty: 3491.280029
	Iteration 188Q: 3 clusters Score -5958218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -5958218.500000 Penalty: 3491.280029
	Iteration 189Q: 3 clusters Score -5958218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -5958227.500000 Penalty: 3491.280029
	Iteration 190Q: 3 clusters Score -5958228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -5958243.500000 Penalty: 3491.280029
	Iteration 191Q: 3 clusters Score -5958244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -5958246.500000 Penalty: 3491.280029
	Iteration 192Q: 3 clusters Score -5958246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -5958253.000000 Penalty: 3491.280029
	Iteration 193Q: 3 clusters Score -5958253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -5958248.000000 Penalty: 3491.280029
	Iteration 194Q: 3 clusters Score -5958248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -5958264.500000 Penalty: 3491.280029
	Iteration 195Q: 3 clusters Score -5958264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -5958276.500000 Penalty: 3491.280029
	Iteration 196Q: 3 clusters Score -5958276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5958286.500000 Penalty: 3491.280029
	Iteration 197Q: 3 clusters Score -5958286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -5958286.000000 Penalty: 3491.280029
	Iteration 198Q: 3 clusters Score -5958286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5958297.000000 Penalty: 3491.280029
	Iteration 199Q: 3 clusters Score -5958297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -5958303.500000 Penalty: 3491.280029
	Iteration 200F: 3 clusters Score -5958304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5958296.000000 Penalty: 3491.280029
	Iteration 201Q: 3 clusters Score -5958296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5958303.000000 Penalty: 3491.280029
	Iteration 202Q: 3 clusters Score -5958303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5958313.000000 Penalty: 3491.280029
	Iteration 203Q: 3 clusters Score -5958313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5958310.500000 Penalty: 3491.280029
	Iteration 204Q: 3 clusters Score -5958310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -5958305.500000 Penalty: 3491.280029
	Iteration 205Q: 3 clusters Score -5958306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -5958317.000000 Penalty: 3491.280029
	Iteration 206Q: 3 clusters Score -5958317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -5958316.500000 Penalty: 3491.280029
	Iteration 207Q: 3 clusters Score -5958316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -5958320.500000 Penalty: 3491.280029
	Iteration 208Q: 3 clusters Score -5958320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -5958319.000000 Penalty: 3491.280029
	Iteration 209Q: 3 clusters Score -5958319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -5958320.500000 Penalty: 3491.280029
	Iteration 210Q: 3 clusters Score -5958320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -5958320.500000 Penalty: 3491.280029
	Iteration 211Q: 3 clusters Score -5958320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -5958335.500000 Penalty: 3491.280029
	Iteration 212Q: 3 clusters Score -5958336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -5958344.500000 Penalty: 3491.280029
	Iteration 213Q: 3 clusters Score -5958344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -5958357.000000 Penalty: 3491.280029
	Iteration 214Q: 3 clusters Score -5958357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -5958349.000000 Penalty: 3491.280029
	Iteration 215Q: 3 clusters Score -5958349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -5958346.500000 Penalty: 3491.280029
	Iteration 216Q: 3 clusters Score -5958346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -5958344.000000 Penalty: 3491.280029
	Iteration 217Q: 3 clusters Score -5958344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -5958346.500000 Penalty: 3491.280029
	Iteration 218Q: 3 clusters Score -5958346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -5958351.500000 Penalty: 3491.280029
	Iteration 219Q: 3 clusters Score -5958352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -5958350.500000 Penalty: 3491.280029
	Iteration 220F: 3 clusters Score -5958350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -5958357.500000 Penalty: 3491.280029
	Iteration 221Q: 3 clusters Score -5958358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -5958361.000000 Penalty: 3491.280029
	Iteration 222Q: 3 clusters Score -5958361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -5958363.500000 Penalty: 3491.280029
	Iteration 223Q: 3 clusters Score -5958364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5958358.500000 Penalty: 3491.280029
	Iteration 224Q: 3 clusters Score -5958358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -5958360.500000 Penalty: 3491.280029
	Iteration 225Q: 3 clusters Score -5958360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -5958360.000000 Penalty: 3491.280029
	Iteration 226Q: 3 clusters Score -5958360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -5958355.500000 Penalty: 3491.280029
	Iteration 227Q: 3 clusters Score -5958356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -5958357.000000 Penalty: 3491.280029
	Iteration 228Q: 3 clusters Score -5958357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5958358.000000 Penalty: 3491.280029
	Iteration 229Q: 3 clusters Score -5958358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5958358.000000 Penalty: 3491.280029
	Iteration 230F: 3 clusters Score -5958358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Entering Unmasked Estep 
Score: -7745372.500000 Penalty: 1791.462158
	Iteration 0F: 2 clusters Score -7745372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -7704719.500000 Penalty: 3582.924316
	Iteration 0F: 3 clusters Score -7704720 nChanged 29121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -7721287.000000 Penalty: 3582.924316
	Iteration 1F: 3 clusters Score -7721287 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -7721927.500000 Penalty: 3582.924316
	Iteration 2Q: 3 clusters Score -7721928 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -7722564.000000 Penalty: 3582.924316
	Iteration 3Q: 3 clusters Score -7722564 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -7723531.500000 Penalty: 3582.924316
	Iteration 4Q: 3 clusters Score -7723532 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7724840.500000 Penalty: 3582.924316
	Iteration 5Q: 3 clusters Score -7724840 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -7726864.000000 Penalty: 3582.924316
	Iteration 6F: 3 clusters Score -7726864 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7729543.000000 Penalty: 3582.924316
	Iteration 7F: 3 clusters Score -7729543 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -7732649.000000 Penalty: 3582.924316
	Iteration 8F: 3 clusters Score -7732649 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -7735424.000000 Penalty: 3582.924316
	Iteration 9F: 3 clusters Score -7735424 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -7737153.000000 Penalty: 3582.924316
	Iteration 10Q: 3 clusters Score -7737153 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -7738064.000000 Penalty: 3582.924316
	Iteration 11Q: 3 clusters Score -7738064 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -7738571.000000 Penalty: 3582.924316
	Iteration 12Q: 3 clusters Score -7738571 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -7738904.500000 Penalty: 3582.924316
	Iteration 13Q: 3 clusters Score -7738904 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -7739216.000000 Penalty: 3582.924316
	Iteration 14Q: 3 clusters Score -7739216 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -7739552.500000 Penalty: 3582.924316
	Iteration 15Q: 3 clusters Score -7739552 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -7739833.500000 Penalty: 3582.924316
	Iteration 16Q: 3 clusters Score -7739834 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -7740157.000000 Penalty: 3582.924316
	Iteration 17Q: 3 clusters Score -7740157 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -7740419.000000 Penalty: 3582.924316
	Iteration 18Q: 3 clusters Score -7740419 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -7740711.500000 Penalty: 3582.924316
	Iteration 19Q: 3 clusters Score -7740712 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -7740993.500000 Penalty: 3582.924316
	Iteration 20F: 3 clusters Score -7740994 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -7741260.000000 Penalty: 3582.924316
	Iteration 21Q: 3 clusters Score -7741260 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -7741584.000000 Penalty: 3582.924316
	Iteration 22Q: 3 clusters Score -7741584 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -7741932.500000 Penalty: 3582.924316
	Iteration 23Q: 3 clusters Score -7741932 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -7742217.500000 Penalty: 3582.924316
	Iteration 24Q: 3 clusters Score -7742218 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -7742506.500000 Penalty: 3582.924316
	Iteration 25Q: 3 clusters Score -7742506 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7742855.500000 Penalty: 3582.924316
	Iteration 26Q: 3 clusters Score -7742856 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -7743108.500000 Penalty: 3582.924316
	Iteration 27Q: 3 clusters Score -7743108 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -7743307.500000 Penalty: 3582.924316
	Iteration 28Q: 3 clusters Score -7743308 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -7743414.000000 Penalty: 3582.924316
	Iteration 29Q: 3 clusters Score -7743414 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -7743517.500000 Penalty: 3582.924316
	Iteration 30Q: 3 clusters Score -7743518 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -7743574.000000 Penalty: 3582.924316
	Iteration 31Q: 3 clusters Score -7743574 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -7743630.500000 Penalty: 3582.924316
	Iteration 32Q: 3 clusters Score -7743630 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -7743688.000000 Penalty: 3582.924316
	Iteration 33Q: 3 clusters Score -7743688 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -7743749.000000 Penalty: 3582.924316
	Iteration 34Q: 3 clusters Score -7743749 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -7743764.500000 Penalty: 3582.924316
	Iteration 35Q: 3 clusters Score -7743764 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -7743835.000000 Penalty: 3582.924316
	Iteration 36Q: 3 clusters Score -7743835 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -7743865.000000 Penalty: 3582.924316
	Iteration 37Q: 3 clusters Score -7743865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -7743880.000000 Penalty: 3582.924316
	Iteration 38Q: 3 clusters Score -7743880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -7743905.500000 Penalty: 3582.924316
	Iteration 39Q: 3 clusters Score -7743906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 58571 members 
Entering Unmasked Estep 
Score: -7743928.500000 Penalty: 3582.924316
	Iteration 40F: 3 clusters Score -7743928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -7743945.000000 Penalty: 3582.924316
	Iteration 41Q: 3 clusters Score -7743945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -7743972.500000 Penalty: 3582.924316
	Iteration 42Q: 3 clusters Score -7743972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -7743982.500000 Penalty: 3582.924316
	Iteration 43Q: 3 clusters Score -7743982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -7743990.500000 Penalty: 3582.924316
	Iteration 44Q: 3 clusters Score -7743990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -7743998.000000 Penalty: 3582.924316
	Iteration 45Q: 3 clusters Score -7743998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -7744014.000000 Penalty: 3582.924316
	Iteration 46Q: 3 clusters Score -7744014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -7744016.500000 Penalty: 3582.924316
	Iteration 47Q: 3 clusters Score -7744016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -7744037.500000 Penalty: 3582.924316
	Iteration 48Q: 3 clusters Score -7744038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -7744056.500000 Penalty: 3582.924316
	Iteration 49Q: 3 clusters Score -7744056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -7744061.500000 Penalty: 3582.924316
	Iteration 50Q: 3 clusters Score -7744062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -7744063.500000 Penalty: 3582.924316
	Iteration 51Q: 3 clusters Score -7744064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -7744058.000000 Penalty: 3582.924316
	Iteration 52Q: 3 clusters Score -7744058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -7744066.000000 Penalty: 3582.924316
	Iteration 53Q: 3 clusters Score -7744066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -7744066.500000 Penalty: 3582.924316
	Iteration 54Q: 3 clusters Score -7744066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -7744072.500000 Penalty: 3582.924316
	Iteration 55Q: 3 clusters Score -7744072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -7744079.500000 Penalty: 3582.924316
	Iteration 56Q: 3 clusters Score -7744080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -7744071.000000 Penalty: 3582.924316
	Iteration 57Q: 3 clusters Score -7744071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -7744067.000000 Penalty: 3582.924316
	Iteration 58Q: 3 clusters Score -7744067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -7744069.000000 Penalty: 3582.924316
	Iteration 59Q: 3 clusters Score -7744069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -7744063.500000 Penalty: 3582.924316
	Iteration 60F: 3 clusters Score -7744064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -7744058.000000 Penalty: 3582.924316
	Iteration 61Q: 3 clusters Score -7744058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -7744075.000000 Penalty: 3582.924316
	Iteration 62Q: 3 clusters Score -7744075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -7744076.500000 Penalty: 3582.924316
	Iteration 63Q: 3 clusters Score -7744076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -7744078.000000 Penalty: 3582.924316
	Iteration 64Q: 3 clusters Score -7744078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -7744082.000000 Penalty: 3582.924316
	Iteration 65Q: 3 clusters Score -7744082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -7744085.000000 Penalty: 3582.924316
	Iteration 66Q: 3 clusters Score -7744085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -7744084.000000 Penalty: 3582.924316
	Iteration 67Q: 3 clusters Score -7744084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -7744083.000000 Penalty: 3582.924316
	Iteration 68Q: 3 clusters Score -7744083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -7744088.000000 Penalty: 3582.924316
	Iteration 69Q: 3 clusters Score -7744088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -7744088.500000 Penalty: 3582.924316
	Iteration 70Q: 3 clusters Score -7744088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -7744084.500000 Penalty: 3582.924316
	Iteration 71Q: 3 clusters Score -7744084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -7744084.500000 Penalty: 3582.924316
	Iteration 72Q: 3 clusters Score -7744084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -7744088.500000 Penalty: 3582.924316
	Iteration 73Q: 3 clusters Score -7744088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -7744089.500000 Penalty: 3582.924316
	Iteration 74Q: 3 clusters Score -7744090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -7744087.500000 Penalty: 3582.924316
	Iteration 75Q: 3 clusters Score -7744088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -7744083.000000 Penalty: 3582.924316
	Iteration 76Q: 3 clusters Score -7744083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -7744090.500000 Penalty: 3582.924316
	Iteration 77Q: 3 clusters Score -7744090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -7744094.000000 Penalty: 3582.924316
	Iteration 78Q: 3 clusters Score -7744094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -7744092.000000 Penalty: 3582.924316
	Iteration 79Q: 3 clusters Score -7744092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7744092.000000 Penalty: 3582.924316
	Iteration 80F: 3 clusters Score -7744092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -7744093.500000 Penalty: 3582.924316
	Iteration 81Q: 3 clusters Score -7744094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -7744090.500000 Penalty: 3582.924316
	Iteration 82Q: 3 clusters Score -7744090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -7744093.000000 Penalty: 3582.924316
	Iteration 83Q: 3 clusters Score -7744093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -7744094.500000 Penalty: 3582.924316
	Iteration 84Q: 3 clusters Score -7744094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -7744094.500000 Penalty: 3582.924316
	Iteration 85F: 3 clusters Score -7744094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Entering Unmasked Estep 
Score: -3434628.750000 Penalty: 1657.468628
	Iteration 0F: 2 clusters Score -3434629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3416415.000000 Penalty: 3314.937256
	Iteration 0F: 3 clusters Score -3416415 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3423247.500000 Penalty: 3314.937256
	Iteration 1F: 3 clusters Score -3423248 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3423559.500000 Penalty: 3314.937256
	Iteration 2Q: 3 clusters Score -3423560 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3423856.250000 Penalty: 3314.937256
	Iteration 3Q: 3 clusters Score -3423856 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3424182.500000 Penalty: 3314.937256
	Iteration 4Q: 3 clusters Score -3424182 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3424518.750000 Penalty: 3314.937256
	Iteration 5Q: 3 clusters Score -3424519 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3424976.500000 Penalty: 3314.937256
	Iteration 6Q: 3 clusters Score -3424976 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3425553.000000 Penalty: 3314.937256
	Iteration 7Q: 3 clusters Score -3425553 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3426286.500000 Penalty: 3314.937256
	Iteration 8Q: 3 clusters Score -3426286 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3427250.250000 Penalty: 3314.937256
	Iteration 9F: 3 clusters Score -3427250 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3428239.000000 Penalty: 3314.937256
	Iteration 10F: 3 clusters Score -3428239 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3429045.500000 Penalty: 3314.937256
	Iteration 11Q: 3 clusters Score -3429046 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3429545.750000 Penalty: 3314.937256
	Iteration 12Q: 3 clusters Score -3429546 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3429867.250000 Penalty: 3314.937256
	Iteration 13Q: 3 clusters Score -3429867 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3430105.750000 Penalty: 3314.937256
	Iteration 14Q: 3 clusters Score -3430106 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3430338.000000 Penalty: 3314.937256
	Iteration 15Q: 3 clusters Score -3430338 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3430533.750000 Penalty: 3314.937256
	Iteration 16Q: 3 clusters Score -3430534 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3430747.000000 Penalty: 3314.937256
	Iteration 17Q: 3 clusters Score -3430747 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3430988.500000 Penalty: 3314.937256
	Iteration 18Q: 3 clusters Score -3430988 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3431229.500000 Penalty: 3314.937256
	Iteration 19Q: 3 clusters Score -3431230 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3431426.500000 Penalty: 3314.937256
	Iteration 20F: 3 clusters Score -3431426 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3431623.750000 Penalty: 3314.937256
	Iteration 21Q: 3 clusters Score -3431624 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3431830.750000 Penalty: 3314.937256
	Iteration 22Q: 3 clusters Score -3431831 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3432017.500000 Penalty: 3314.937256
	Iteration 23Q: 3 clusters Score -3432018 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3432161.750000 Penalty: 3314.937256
	Iteration 24Q: 3 clusters Score -3432162 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3432268.000000 Penalty: 3314.937256
	Iteration 25Q: 3 clusters Score -3432268 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3432396.750000 Penalty: 3314.937256
	Iteration 26Q: 3 clusters Score -3432397 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3432522.500000 Penalty: 3314.937256
	Iteration 27Q: 3 clusters Score -3432522 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3432632.750000 Penalty: 3314.937256
	Iteration 28Q: 3 clusters Score -3432633 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3432722.000000 Penalty: 3314.937256
	Iteration 29Q: 3 clusters Score -3432722 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3432775.250000 Penalty: 3314.937256
	Iteration 30Q: 3 clusters Score -3432775 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3432832.000000 Penalty: 3314.937256
	Iteration 31Q: 3 clusters Score -3432832 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3432874.000000 Penalty: 3314.937256
	Iteration 32Q: 3 clusters Score -3432874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3432905.000000 Penalty: 3314.937256
	Iteration 33Q: 3 clusters Score -3432905 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3432941.500000 Penalty: 3314.937256
	Iteration 34Q: 3 clusters Score -3432942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3432966.000000 Penalty: 3314.937256
	Iteration 35Q: 3 clusters Score -3432966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3432998.750000 Penalty: 3314.937256
	Iteration 36Q: 3 clusters Score -3432999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3433019.250000 Penalty: 3314.937256
	Iteration 37Q: 3 clusters Score -3433019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3433033.500000 Penalty: 3314.937256
	Iteration 38Q: 3 clusters Score -3433034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3433046.250000 Penalty: 3314.937256
	Iteration 39Q: 3 clusters Score -3433046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3433059.000000 Penalty: 3314.937256
	Iteration 40F: 3 clusters Score -3433059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3433066.750000 Penalty: 3314.937256
	Iteration 41Q: 3 clusters Score -3433067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3433083.250000 Penalty: 3314.937256
	Iteration 42Q: 3 clusters Score -3433083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3433095.750000 Penalty: 3314.937256
	Iteration 43Q: 3 clusters Score -3433096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3433109.500000 Penalty: 3314.937256
	Iteration 44Q: 3 clusters Score -3433110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3433123.000000 Penalty: 3314.937256
	Iteration 45Q: 3 clusters Score -3433123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3433126.250000 Penalty: 3314.937256
	Iteration 46Q: 3 clusters Score -3433126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3433132.500000 Penalty: 3314.937256
	Iteration 47Q: 3 clusters Score -3433132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3433137.750000 Penalty: 3314.937256
	Iteration 48Q: 3 clusters Score -3433138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3433146.000000 Penalty: 3314.937256
	Iteration 49Q: 3 clusters Score -3433146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3433157.250000 Penalty: 3314.937256
	Iteration 50Q: 3 clusters Score -3433157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3433161.250000 Penalty: 3314.937256
	Iteration 51Q: 3 clusters Score -3433161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3433172.250000 Penalty: 3314.937256
	Iteration 52Q: 3 clusters Score -3433172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3433175.500000 Penalty: 3314.937256
	Iteration 53Q: 3 clusters Score -3433176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3433175.250000 Penalty: 3314.937256
	Iteration 54Q: 3 clusters Score -3433175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3433177.000000 Penalty: 3314.937256
	Iteration 55Q: 3 clusters Score -3433177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3433179.250000 Penalty: 3314.937256
	Iteration 56Q: 3 clusters Score -3433179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3433177.500000 Penalty: 3314.937256
	Iteration 57Q: 3 clusters Score -3433178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3433177.250000 Penalty: 3314.937256
	Iteration 58Q: 3 clusters Score -3433177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3433180.000000 Penalty: 3314.937256
	Iteration 59Q: 3 clusters Score -3433180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3433178.500000 Penalty: 3314.937256
	Iteration 60F: 3 clusters Score -3433178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3433176.750000 Penalty: 3314.937256
	Iteration 61Q: 3 clusters Score -3433177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3433177.500000 Penalty: 3314.937256
	Iteration 62Q: 3 clusters Score -3433178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3433177.500000 Penalty: 3314.937256
	Iteration 63F: 3 clusters Score -3433178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -700807.187500 Penalty: 1406.217407
	Iteration 0F: 2 clusters Score -700807.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -696372.500000 Penalty: 2812.434814
	Iteration 0F: 3 clusters Score -696372.5 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -697570.437500 Penalty: 2812.434814
	Iteration 1F: 3 clusters Score -697570.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -697763.687500 Penalty: 2812.434814
	Iteration 2F: 3 clusters Score -697763.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -697878.062500 Penalty: 2812.434814
	Iteration 3Q: 3 clusters Score -697878.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -697964.750000 Penalty: 2812.434814
	Iteration 4Q: 3 clusters Score -697964.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -698032.375000 Penalty: 2812.434814
	Iteration 5Q: 3 clusters Score -698032.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -698085.437500 Penalty: 2812.434814
	Iteration 6Q: 3 clusters Score -698085.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -698125.562500 Penalty: 2812.434814
	Iteration 7Q: 3 clusters Score -698125.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -698156.562500 Penalty: 2812.434814
	Iteration 8Q: 3 clusters Score -698156.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -698197.125000 Penalty: 2812.434814
	Iteration 9Q: 3 clusters Score -698197.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -698232.875000 Penalty: 2812.434814
	Iteration 10Q: 3 clusters Score -698232.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -698279.750000 Penalty: 2812.434814
	Iteration 11Q: 3 clusters Score -698279.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -698333.437500 Penalty: 2812.434814
	Iteration 12Q: 3 clusters Score -698333.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -698391.437500 Penalty: 2812.434814
	Iteration 13Q: 3 clusters Score -698391.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -698466.250000 Penalty: 2812.434814
	Iteration 14Q: 3 clusters Score -698466.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -698538.437500 Penalty: 2812.434814
	Iteration 15Q: 3 clusters Score -698538.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -698622.375000 Penalty: 2812.434814
	Iteration 16Q: 3 clusters Score -698622.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -698715.687500 Penalty: 2812.434814
	Iteration 17Q: 3 clusters Score -698715.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -698798.250000 Penalty: 2812.434814
	Iteration 18Q: 3 clusters Score -698798.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -698869.500000 Penalty: 2812.434814
	Iteration 19Q: 3 clusters Score -698869.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -698949.875000 Penalty: 2812.434814
	Iteration 20F: 3 clusters Score -698949.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -699043.375000 Penalty: 2812.434814
	Iteration 21Q: 3 clusters Score -699043.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -699139.437500 Penalty: 2812.434814
	Iteration 22Q: 3 clusters Score -699139.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -699223.937500 Penalty: 2812.434814
	Iteration 23Q: 3 clusters Score -699223.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -699299.687500 Penalty: 2812.434814
	Iteration 24Q: 3 clusters Score -699299.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -699360.437500 Penalty: 2812.434814
	Iteration 25Q: 3 clusters Score -699360.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -699419.750000 Penalty: 2812.434814
	Iteration 26Q: 3 clusters Score -699419.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -699461.187500 Penalty: 2812.434814
	Iteration 27Q: 3 clusters Score -699461.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -699498.062500 Penalty: 2812.434814
	Iteration 28Q: 3 clusters Score -699498.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -699535.875000 Penalty: 2812.434814
	Iteration 29Q: 3 clusters Score -699535.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -699574.500000 Penalty: 2812.434814
	Iteration 30Q: 3 clusters Score -699574.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -699615.937500 Penalty: 2812.434814
	Iteration 31Q: 3 clusters Score -699615.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -699668.187500 Penalty: 2812.434814
	Iteration 32Q: 3 clusters Score -699668.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -699700.750000 Penalty: 2812.434814
	Iteration 33Q: 3 clusters Score -699700.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -699710.125000 Penalty: 2812.434814
	Iteration 34Q: 3 clusters Score -699710.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -699717.937500 Penalty: 2812.434814
	Iteration 35Q: 3 clusters Score -699717.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -699722.687500 Penalty: 2812.434814
	Iteration 36Q: 3 clusters Score -699722.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -699733.062500 Penalty: 2812.434814
	Iteration 37Q: 3 clusters Score -699733.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -699737.812500 Penalty: 2812.434814
	Iteration 38Q: 3 clusters Score -699737.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -699741.062500 Penalty: 2812.434814
	Iteration 39Q: 3 clusters Score -699741.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -699746.375000 Penalty: 2812.434814
	Iteration 40F: 3 clusters Score -699746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -699748.437500 Penalty: 2812.434814
	Iteration 41Q: 3 clusters Score -699748.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -699750.250000 Penalty: 2812.434814
	Iteration 42Q: 3 clusters Score -699750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -699752.562500 Penalty: 2812.434814
	Iteration 43Q: 3 clusters Score -699752.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -699753.875000 Penalty: 2812.434814
	Iteration 44Q: 3 clusters Score -699753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -699757.625000 Penalty: 2812.434814
	Iteration 45Q: 3 clusters Score -699757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -699757.812500 Penalty: 2812.434814
	Iteration 46Q: 3 clusters Score -699757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -699759.562500 Penalty: 2812.434814
	Iteration 47Q: 3 clusters Score -699759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -699761.625000 Penalty: 2812.434814
	Iteration 48Q: 3 clusters Score -699761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -699761.812500 Penalty: 2812.434814
	Iteration 49Q: 3 clusters Score -699761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -699762.625000 Penalty: 2812.434814
	Iteration 50Q: 3 clusters Score -699762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -699762.125000 Penalty: 2812.434814
	Iteration 51Q: 3 clusters Score -699762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -699762.750000 Penalty: 2812.434814
	Iteration 52Q: 3 clusters Score -699762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -699764.187500 Penalty: 2812.434814
	Iteration 53Q: 3 clusters Score -699764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -699763.687500 Penalty: 2812.434814
	Iteration 54Q: 3 clusters Score -699763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -699763.875000 Penalty: 2812.434814
	Iteration 55Q: 3 clusters Score -699763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -699765.062500 Penalty: 2812.434814
	Iteration 56Q: 3 clusters Score -699765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -699766.312500 Penalty: 2812.434814
	Iteration 57Q: 3 clusters Score -699766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -699768.312500 Penalty: 2812.434814
	Iteration 58Q: 3 clusters Score -699768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -699769.312500 Penalty: 2812.434814
	Iteration 59Q: 3 clusters Score -699769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -699770.062500 Penalty: 2812.434814
	Iteration 60F: 3 clusters Score -699770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -699769.312500 Penalty: 2812.434814
	Iteration 61Q: 3 clusters Score -699769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -699770.062500 Penalty: 2812.434814
	Iteration 62Q: 3 clusters Score -699770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -699770.375000 Penalty: 2812.434814
	Iteration 63Q: 3 clusters Score -699770.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -699770.375000 Penalty: 2812.434814
	Iteration 64F: 3 clusters Score -699770.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Entering Unmasked Estep 
Score: -13635253.000000 Penalty: 1882.025513
	Iteration 0F: 2 clusters Score -1.363525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -13573770.000000 Penalty: 3764.051025
	Iteration 0F: 3 clusters Score -1.357377e+07 nChanged 51094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -13603762.000000 Penalty: 3764.051025
	Iteration 1F: 3 clusters Score -1.360376e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -13604725.000000 Penalty: 3764.051025
	Iteration 2Q: 3 clusters Score -1.360472e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -13606111.000000 Penalty: 3764.051025
	Iteration 3Q: 3 clusters Score -1.360611e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -13607954.000000 Penalty: 3764.051025
	Iteration 4Q: 3 clusters Score -1.360795e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -13610720.000000 Penalty: 3764.051025
	Iteration 5Q: 3 clusters Score -1.361072e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -13614421.000000 Penalty: 3764.051025
	Iteration 6F: 3 clusters Score -1.361442e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -13619162.000000 Penalty: 3764.051025
	Iteration 7F: 3 clusters Score -1.361916e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -13623598.000000 Penalty: 3764.051025
	Iteration 8F: 3 clusters Score -1.36236e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -13626237.000000 Penalty: 3764.051025
	Iteration 9Q: 3 clusters Score -1.362624e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -13627186.000000 Penalty: 3764.051025
	Iteration 10Q: 3 clusters Score -1.362719e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -13627672.000000 Penalty: 3764.051025
	Iteration 11Q: 3 clusters Score -1.362767e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -13627897.000000 Penalty: 3764.051025
	Iteration 12Q: 3 clusters Score -1.36279e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -13628072.000000 Penalty: 3764.051025
	Iteration 13Q: 3 clusters Score -1.362807e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -13628299.000000 Penalty: 3764.051025
	Iteration 14Q: 3 clusters Score -1.36283e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -13628231.000000 Penalty: 3764.051025
	Iteration 15Q: 3 clusters Score -1.362823e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -13628359.000000 Penalty: 3764.051025
	Iteration 16Q: 3 clusters Score -1.362836e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -13628465.000000 Penalty: 3764.051025
	Iteration 17Q: 3 clusters Score -1.362846e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -13628480.000000 Penalty: 3764.051025
	Iteration 18Q: 3 clusters Score -1.362848e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -13628568.000000 Penalty: 3764.051025
	Iteration 19Q: 3 clusters Score -1.362857e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -13628612.000000 Penalty: 3764.051025
	Iteration 20F: 3 clusters Score -1.362861e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -13628626.000000 Penalty: 3764.051025
	Iteration 21Q: 3 clusters Score -1.362863e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -13628621.000000 Penalty: 3764.051025
	Iteration 22Q: 3 clusters Score -1.362862e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -13628590.000000 Penalty: 3764.051025
	Iteration 23Q: 3 clusters Score -1.362859e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -13628570.000000 Penalty: 3764.051025
	Iteration 24Q: 3 clusters Score -1.362857e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -13628480.000000 Penalty: 3764.051025
	Iteration 25Q: 3 clusters Score -1.362848e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -13628446.000000 Penalty: 3764.051025
	Iteration 26Q: 3 clusters Score -1.362845e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -13628475.000000 Penalty: 3764.051025
	Iteration 27Q: 3 clusters Score -1.362848e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -13628483.000000 Penalty: 3764.051025
	Iteration 28Q: 3 clusters Score -1.362848e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -13628517.000000 Penalty: 3764.051025
	Iteration 29Q: 3 clusters Score -1.362852e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -13628432.000000 Penalty: 3764.051025
	Iteration 30Q: 3 clusters Score -1.362843e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -13628425.000000 Penalty: 3764.051025
	Iteration 31Q: 3 clusters Score -1.362842e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -13628443.000000 Penalty: 3764.051025
	Iteration 32Q: 3 clusters Score -1.362844e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -13628514.000000 Penalty: 3764.051025
	Iteration 33Q: 3 clusters Score -1.362851e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -13628543.000000 Penalty: 3764.051025
	Iteration 34Q: 3 clusters Score -1.362854e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -13628607.000000 Penalty: 3764.051025
	Iteration 35Q: 3 clusters Score -1.362861e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 96610 members 
Entering Unmasked Estep 
Score: -13628645.000000 Penalty: 3764.051025
	Iteration 36Q: 3 clusters Score -1.362864e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 96955 members 
Entering Unmasked Estep 
Score: -13628724.000000 Penalty: 3764.051025
	Iteration 37Q: 3 clusters Score -1.362872e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -13628852.000000 Penalty: 3764.051025
	Iteration 38Q: 3 clusters Score -1.362885e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -13628945.000000 Penalty: 3764.051025
	Iteration 39Q: 3 clusters Score -1.362894e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -13628977.000000 Penalty: 3764.051025
	Iteration 40F: 3 clusters Score -1.362898e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -13628964.000000 Penalty: 3764.051025
	Iteration 41Q: 3 clusters Score -1.362896e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -13629013.000000 Penalty: 3764.051025
	Iteration 42Q: 3 clusters Score -1.362901e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -13629005.000000 Penalty: 3764.051025
	Iteration 43Q: 3 clusters Score -1.3629e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -13629099.000000 Penalty: 3764.051025
	Iteration 44Q: 3 clusters Score -1.36291e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -13629223.000000 Penalty: 3764.051025
	Iteration 45Q: 3 clusters Score -1.362922e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 99395 members 
Entering Unmasked Estep 
Score: -13629333.000000 Penalty: 3764.051025
	Iteration 46Q: 3 clusters Score -1.362933e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 99635 members 
Entering Unmasked Estep 
Score: -13629394.000000 Penalty: 3764.051025
	Iteration 47Q: 3 clusters Score -1.362939e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -13629484.000000 Penalty: 3764.051025
	Iteration 48Q: 3 clusters Score -1.362948e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -13629545.000000 Penalty: 3764.051025
	Iteration 49Q: 3 clusters Score -1.362954e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -13629665.000000 Penalty: 3764.051025
	Iteration 50Q: 3 clusters Score -1.362966e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 100595 members 
Entering Unmasked Estep 
Score: -13629810.000000 Penalty: 3764.051025
	Iteration 51Q: 3 clusters Score -1.362981e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -13629895.000000 Penalty: 3764.051025
	Iteration 52Q: 3 clusters Score -1.36299e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -13630016.000000 Penalty: 3764.051025
	Iteration 53Q: 3 clusters Score -1.363002e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -13630106.000000 Penalty: 3764.051025
	Iteration 54Q: 3 clusters Score -1.363011e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -13630160.000000 Penalty: 3764.051025
	Iteration 55Q: 3 clusters Score -1.363016e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 101666 members 
Entering Unmasked Estep 
Score: -13630228.000000 Penalty: 3764.051025
	Iteration 56Q: 3 clusters Score -1.363023e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -13630285.000000 Penalty: 3764.051025
	Iteration 57Q: 3 clusters Score -1.363028e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 102041 members 
Entering Unmasked Estep 
Score: -13630370.000000 Penalty: 3764.051025
	Iteration 58Q: 3 clusters Score -1.363037e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 102222 members 
Entering Unmasked Estep 
Score: -13630454.000000 Penalty: 3764.051025
	Iteration 59Q: 3 clusters Score -1.363045e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -13630544.000000 Penalty: 3764.051025
	Iteration 60F: 3 clusters Score -1.363054e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 102618 members 
Entering Unmasked Estep 
Score: -13630668.000000 Penalty: 3764.051025
	Iteration 61Q: 3 clusters Score -1.363067e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -13630816.000000 Penalty: 3764.051025
	Iteration 62Q: 3 clusters Score -1.363082e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -13630909.000000 Penalty: 3764.051025
	Iteration 63Q: 3 clusters Score -1.363091e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -13631031.000000 Penalty: 3764.051025
	Iteration 64Q: 3 clusters Score -1.363103e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -13631154.000000 Penalty: 3764.051025
	Iteration 65Q: 3 clusters Score -1.363115e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
Score: -13631288.000000 Penalty: 3764.051025
	Iteration 66Q: 3 clusters Score -1.363129e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -13631395.000000 Penalty: 3764.051025
	Iteration 67Q: 3 clusters Score -1.36314e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -13631500.000000 Penalty: 3764.051025
	Iteration 68Q: 3 clusters Score -1.36315e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -13631539.000000 Penalty: 3764.051025
	Iteration 69Q: 3 clusters Score -1.363154e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -13631598.000000 Penalty: 3764.051025
	Iteration 70Q: 3 clusters Score -1.36316e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -13631678.000000 Penalty: 3764.051025
	Iteration 71Q: 3 clusters Score -1.363168e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -13631775.000000 Penalty: 3764.051025
	Iteration 72Q: 3 clusters Score -1.363178e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 104341 members 
Entering Unmasked Estep 
Score: -13631821.000000 Penalty: 3764.051025
	Iteration 73Q: 3 clusters Score -1.363182e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 104427 members 
Entering Unmasked Estep 
Score: -13631872.000000 Penalty: 3764.051025
	Iteration 74Q: 3 clusters Score -1.363187e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 104492 members 
Entering Unmasked Estep 
Score: -13631960.000000 Penalty: 3764.051025
	Iteration 75Q: 3 clusters Score -1.363196e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -13632002.000000 Penalty: 3764.051025
	Iteration 76Q: 3 clusters Score -1.3632e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 104628 members 
Entering Unmasked Estep 
Score: -13632046.000000 Penalty: 3764.051025
	Iteration 77Q: 3 clusters Score -1.363205e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -13632109.000000 Penalty: 3764.051025
	Iteration 78Q: 3 clusters Score -1.363211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 104760 members 
Entering Unmasked Estep 
Score: -13632173.000000 Penalty: 3764.051025
	Iteration 79Q: 3 clusters Score -1.363217e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 104814 members 
Entering Unmasked Estep 
Score: -13632221.000000 Penalty: 3764.051025
	Iteration 80F: 3 clusters Score -1.363222e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 104861 members 
Entering Unmasked Estep 
Score: -13632250.000000 Penalty: 3764.051025
	Iteration 81Q: 3 clusters Score -1.363225e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -13632286.000000 Penalty: 3764.051025
	Iteration 82Q: 3 clusters Score -1.363229e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 104947 members 
Entering Unmasked Estep 
Score: -13632332.000000 Penalty: 3764.051025
	Iteration 83Q: 3 clusters Score -1.363233e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -13632366.000000 Penalty: 3764.051025
	Iteration 84Q: 3 clusters Score -1.363237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -13632388.000000 Penalty: 3764.051025
	Iteration 85Q: 3 clusters Score -1.363239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -13632425.000000 Penalty: 3764.051025
	Iteration 86Q: 3 clusters Score -1.363242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 105023 members 
Entering Unmasked Estep 
Score: -13632453.000000 Penalty: 3764.051025
	Iteration 87Q: 3 clusters Score -1.363245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -13632468.000000 Penalty: 3764.051025
	Iteration 88Q: 3 clusters Score -1.363247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -13632492.000000 Penalty: 3764.051025
	Iteration 89Q: 3 clusters Score -1.363249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -13632484.000000 Penalty: 3764.051025
	Iteration 90Q: 3 clusters Score -1.363248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 105075 members 
Entering Unmasked Estep 
Score: -13632504.000000 Penalty: 3764.051025
	Iteration 91Q: 3 clusters Score -1.36325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 105089 members 
Entering Unmasked Estep 
Score: -13632496.000000 Penalty: 3764.051025
	Iteration 92Q: 3 clusters Score -1.36325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 105103 members 
Entering Unmasked Estep 
Score: -13632497.000000 Penalty: 3764.051025
	Iteration 93Q: 3 clusters Score -1.36325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -13632517.000000 Penalty: 3764.051025
	Iteration 94Q: 3 clusters Score -1.363252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 105140 members 
Entering Unmasked Estep 
Score: -13632522.000000 Penalty: 3764.051025
	Iteration 95Q: 3 clusters Score -1.363252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -13632552.000000 Penalty: 3764.051025
	Iteration 96Q: 3 clusters Score -1.363255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -13632550.000000 Penalty: 3764.051025
	Iteration 97Q: 3 clusters Score -1.363255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -13632557.000000 Penalty: 3764.051025
	Iteration 98Q: 3 clusters Score -1.363256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -13632571.000000 Penalty: 3764.051025
	Iteration 99Q: 3 clusters Score -1.363257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -13632589.000000 Penalty: 3764.051025
	Iteration 100F: 3 clusters Score -1.363259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -13632578.000000 Penalty: 3764.051025
	Iteration 101Q: 3 clusters Score -1.363258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -13632589.000000 Penalty: 3764.051025
	Iteration 102Q: 3 clusters Score -1.363259e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -13632609.000000 Penalty: 3764.051025
	Iteration 103Q: 3 clusters Score -1.363261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 105258 members 
Entering Unmasked Estep 
Score: -13632615.000000 Penalty: 3764.051025
	Iteration 104Q: 3 clusters Score -1.363262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -13632636.000000 Penalty: 3764.051025
	Iteration 105Q: 3 clusters Score -1.363264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 105285 members 
Entering Unmasked Estep 
Score: -13632652.000000 Penalty: 3764.051025
	Iteration 106Q: 3 clusters Score -1.363265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -13632663.000000 Penalty: 3764.051025
	Iteration 107Q: 3 clusters Score -1.363266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -13632676.000000 Penalty: 3764.051025
	Iteration 108Q: 3 clusters Score -1.363268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -13632660.000000 Penalty: 3764.051025
	Iteration 109Q: 3 clusters Score -1.363266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 105319 members 
Entering Unmasked Estep 
Score: -13632657.000000 Penalty: 3764.051025
	Iteration 110Q: 3 clusters Score -1.363266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 105328 members 
Entering Unmasked Estep 
Score: -13632676.000000 Penalty: 3764.051025
	Iteration 111Q: 3 clusters Score -1.363268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -13632670.000000 Penalty: 3764.051025
	Iteration 112Q: 3 clusters Score -1.363267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -13632668.000000 Penalty: 3764.051025
	Iteration 113Q: 3 clusters Score -1.363267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -13632667.000000 Penalty: 3764.051025
	Iteration 114Q: 3 clusters Score -1.363267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 105346 members 
Entering Unmasked Estep 
Score: -13632678.000000 Penalty: 3764.051025
	Iteration 115Q: 3 clusters Score -1.363268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -13632683.000000 Penalty: 3764.051025
	Iteration 116Q: 3 clusters Score -1.363268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -13632686.000000 Penalty: 3764.051025
	Iteration 117Q: 3 clusters Score -1.363269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -13632684.000000 Penalty: 3764.051025
	Iteration 118Q: 3 clusters Score -1.363268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
Score: -13632677.000000 Penalty: 3764.051025
	Iteration 119Q: 3 clusters Score -1.363268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -13632682.000000 Penalty: 3764.051025
	Iteration 120F: 3 clusters Score -1.363268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16675.085938 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16675.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16863.683594 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -16863.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16975.861328 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -16975.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17156.775391 Penalty: 1740.890625
	Iteration 3F: 3 clusters Score -17156.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17232.585938 Penalty: 1740.890625
	Iteration 4F: 3 clusters Score -17232.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17234.197266 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -17234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17234.197266 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -17234.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -175482.750000 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -175482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -173715.281250 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -173715.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -174100.796875 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -174100.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174227.859375 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -174227.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174330.390625 Penalty: 2379.386230
	Iteration 3F: 3 clusters Score -174330.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -174388.328125 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -174388.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174425.156250 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -174425.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -174458.250000 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -174458.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -174497.046875 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -174497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -174536.687500 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -174536.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174565.484375 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -174565.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -174590.093750 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -174590.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -174623.515625 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -174623.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -174651.484375 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -174651.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -174673.375000 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -174673.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -174692.187500 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -174692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -174701.531250 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -174701.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -174703.703125 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -174703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -174705.312500 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -174705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -174707.234375 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -174707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -174709.875000 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -174709.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -174713.625000 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -174713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -174715.328125 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -174715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -174715.890625 Penalty: 2379.386230
	Iteration 22Q: 3 clusters Score -174715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -174716.453125 Penalty: 2379.386230
	Iteration 23Q: 3 clusters Score -174716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -174716.453125 Penalty: 2379.386230
	Iteration 24F: 3 clusters Score -174716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44901 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 50585 members 
Mstep: Class 8 contains 80866 members 
Mstep: Class 11 contains 46277 members 
Mstep: Class 13 contains 61352 members 
Mstep: Class 15 contains 26898 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107119 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787608.000000 Penalty: 32109.041016
Iteration 199Q: 16 clusters Score -6.578761e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 44889 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 50445 members 
Mstep: Class 8 contains 80870 members 
Mstep: Class 11 contains 46445 members 
Mstep: Class 13 contains 61340 members 
Mstep: Class 15 contains 26895 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107124 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787660.000000 Penalty: 32109.041016
Iteration 200F: 16 clusters Score -6.578766e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 14315 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44878 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6525 members 
Mstep: Class 7 contains 50289 members 
Mstep: Class 8 contains 80879 members 
Mstep: Class 11 contains 46625 members 
Mstep: Class 13 contains 61334 members 
Mstep: Class 15 contains 26892 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 107106 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787748.000000 Penalty: 32109.041016
Iteration 201Q: 16 clusters Score -6.578775e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44861 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6526 members 
Mstep: Class 7 contains 50137 members 
Mstep: Class 8 contains 80883 members 
Mstep: Class 11 contains 46819 members 
Mstep: Class 13 contains 61332 members 
Mstep: Class 15 contains 26889 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 107080 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787740.000000 Penalty: 32109.041016
Iteration 202Q: 16 clusters Score -6.578774e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 14319 members 
Mstep: Class 3 contains 27744 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 49989 members 
Mstep: Class 8 contains 80889 members 
Mstep: Class 11 contains 46984 members 
Mstep: Class 13 contains 61341 members 
Mstep: Class 15 contains 26885 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107059 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787716.000000 Penalty: 32109.041016
Iteration 203Q: 16 clusters Score -6.578772e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 14322 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44839 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 49864 members 
Mstep: Class 8 contains 80891 members 
Mstep: Class 11 contains 47113 members 
Mstep: Class 13 contains 61352 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107049 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787716.000000 Penalty: 32109.041016
Iteration 204Q: 16 clusters Score -6.578772e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 14324 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 44829 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 49701 members 
Mstep: Class 8 contains 80894 members 
Mstep: Class 11 contains 47262 members 
Mstep: Class 13 contains 61363 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107057 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787800.000000 Penalty: 32109.041016
Iteration 205Q: 16 clusters Score -6.57878e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 14325 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 44821 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 49528 members 
Mstep: Class 8 contains 80900 members 
Mstep: Class 11 contains 47421 members 
Mstep: Class 13 contains 61373 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107060 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787796.000000 Penalty: 32109.041016
Iteration 206Q: 16 clusters Score -6.57878e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44809 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 49384 members 
Mstep: Class 8 contains 80908 members 
Mstep: Class 11 contains 47571 members 
Mstep: Class 13 contains 61372 members 
Mstep: Class 15 contains 26878 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107061 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787792.000000 Penalty: 32109.041016
Iteration 207Q: 16 clusters Score -6.578779e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 27745 members 
Mstep: Class 4 contains 44801 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 49237 members 
Mstep: Class 8 contains 80914 members 
Mstep: Class 11 contains 47727 members 
Mstep: Class 13 contains 61382 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107041 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787896.000000 Penalty: 32109.041016
Iteration 208Q: 16 clusters Score -6.57879e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 14333 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 44797 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 7 contains 49100 members 
Mstep: Class 8 contains 80917 members 
Mstep: Class 11 contains 47878 members 
Mstep: Class 13 contains 61384 members 
Mstep: Class 15 contains 26875 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107020 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787872.000000 Penalty: 32109.041016
Iteration 209Q: 16 clusters Score -6.578787e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 27750 members 
Mstep: Class 4 contains 44800 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 48948 members 
Mstep: Class 8 contains 80920 members 
Mstep: Class 11 contains 48024 members 
Mstep: Class 13 contains 61396 members 
Mstep: Class 15 contains 26877 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107006 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787876.000000 Penalty: 32109.041016
Iteration 210Q: 16 clusters Score -6.578788e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 27748 members 
Mstep: Class 4 contains 44802 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 48788 members 
Mstep: Class 8 contains 80919 members 
Mstep: Class 11 contains 48185 members 
Mstep: Class 13 contains 61403 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106997 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787948.000000 Penalty: 32109.041016
Iteration 211Q: 16 clusters Score -6.578795e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 27746 members 
Mstep: Class 4 contains 44812 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 48619 members 
Mstep: Class 8 contains 80920 members 
Mstep: Class 11 contains 48347 members 
Mstep: Class 13 contains 61408 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106991 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787912.000000 Penalty: 32109.041016
Iteration 212Q: 16 clusters Score -6.578791e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 27744 members 
Mstep: Class 4 contains 44823 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 48399 members 
Mstep: Class 8 contains 80930 members 
Mstep: Class 11 contains 48555 members 
Mstep: Class 13 contains 61407 members 
Mstep: Class 15 contains 26875 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106982 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787840.000000 Penalty: 32109.041016
Iteration 213Q: 16 clusters Score -6.578784e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 27744 members 
Mstep: Class 4 contains 44830 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 48185 members 
Mstep: Class 8 contains 80935 members 
Mstep: Class 11 contains 48754 members 
Mstep: Class 13 contains 61411 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106984 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787796.000000 Penalty: 32109.041016
Iteration 214Q: 16 clusters Score -6.57878e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 27744 members 
Mstep: Class 4 contains 44829 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6533 members 
Mstep: Class 7 contains 48004 members 
Mstep: Class 8 contains 80942 members 
Mstep: Class 11 contains 48929 members 
Mstep: Class 13 contains 61412 members 
Mstep: Class 15 contains 26871 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106983 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787696.000000 Penalty: 32109.041016
Iteration 215Q: 16 clusters Score -6.57877e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 27744 members 
Mstep: Class 4 contains 44819 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 47826 members 
Mstep: Class 8 contains 80948 members 
Mstep: Class 11 contains 49094 members 
Mstep: Class 13 contains 61411 members 
Mstep: Class 15 contains 26873 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106998 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787708.000000 Penalty: 32109.041016
Iteration 216Q: 16 clusters Score -6.578771e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 14344 members 
Mstep: Class 3 contains 27744 members 
Mstep: Class 4 contains 44817 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 47650 members 
Mstep: Class 8 contains 80955 members 
Mstep: Class 11 contains 49272 members 
Mstep: Class 13 contains 61402 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107000 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787768.000000 Penalty: 32109.041016
Iteration 217Q: 16 clusters Score -6.578777e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 14344 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44812 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 47420 members 
Mstep: Class 8 contains 80959 members 
Mstep: Class 11 contains 49498 members 
Mstep: Class 13 contains 61413 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106991 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787812.000000 Penalty: 32109.041016
Iteration 218Q: 16 clusters Score -6.578781e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 44810 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 47184 members 
Mstep: Class 8 contains 80957 members 
Mstep: Class 11 contains 49732 members 
Mstep: Class 13 contains 61424 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106992 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787776.000000 Penalty: 32109.041016
Iteration 219Q: 16 clusters Score -6.578778e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44797 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6535 members 
Mstep: Class 7 contains 46909 members 
Mstep: Class 8 contains 80961 members 
Mstep: Class 11 contains 50001 members 
Mstep: Class 13 contains 61434 members 
Mstep: Class 15 contains 26879 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106994 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787844.000000 Penalty: 32109.041016
Iteration 220F: 16 clusters Score -6.578784e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 14343 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44778 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6539 members 
Mstep: Class 7 contains 46666 members 
Mstep: Class 8 contains 80955 members 
Mstep: Class 11 contains 50236 members 
Mstep: Class 13 contains 61446 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107004 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787960.000000 Penalty: 32109.041016
Iteration 221Q: 16 clusters Score -6.578796e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 44771 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6539 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 80955 members 
Mstep: Class 11 contains 50440 members 
Mstep: Class 13 contains 61472 members 
Mstep: Class 15 contains 26883 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107007 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787848.000000 Penalty: 32109.041016
Iteration 222Q: 16 clusters Score -6.578785e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 14344 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 44752 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6538 members 
Mstep: Class 7 contains 46215 members 
Mstep: Class 8 contains 80957 members 
Mstep: Class 11 contains 50662 members 
Mstep: Class 13 contains 61489 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107014 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787864.000000 Penalty: 32109.041016
Iteration 223Q: 16 clusters Score -6.578786e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 44738 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 45980 members 
Mstep: Class 8 contains 80956 members 
Mstep: Class 11 contains 50923 members 
Mstep: Class 13 contains 61501 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107001 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787836.000000 Penalty: 32109.041016
Iteration 224Q: 16 clusters Score -6.578784e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 44733 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 45749 members 
Mstep: Class 8 contains 80950 members 
Mstep: Class 11 contains 51182 members 
Mstep: Class 13 contains 61507 members 
Mstep: Class 15 contains 26880 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106985 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788008.000000 Penalty: 32109.041016
Iteration 225Q: 16 clusters Score -6.578801e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 44731 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 45476 members 
Mstep: Class 8 contains 80942 members 
Mstep: Class 11 contains 51475 members 
Mstep: Class 13 contains 61529 members 
Mstep: Class 15 contains 26877 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106964 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787968.000000 Penalty: 32109.041016
Iteration 226Q: 16 clusters Score -6.578797e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 14323 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 44722 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 45175 members 
Mstep: Class 8 contains 80939 members 
Mstep: Class 11 contains 51797 members 
Mstep: Class 13 contains 61542 members 
Mstep: Class 15 contains 26875 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106949 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788004.000000 Penalty: 32109.041016
Iteration 227Q: 16 clusters Score -6.5788e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 14320 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 44714 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 44884 members 
Mstep: Class 8 contains 80939 members 
Mstep: Class 11 contains 52089 members 
Mstep: Class 13 contains 61551 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106949 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787912.000000 Penalty: 32109.041016
Iteration 228Q: 16 clusters Score -6.578791e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 14315 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 44707 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 44604 members 
Mstep: Class 8 contains 80935 members 
Mstep: Class 11 contains 52379 members 
Mstep: Class 13 contains 61549 members 
Mstep: Class 15 contains 26872 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106958 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787892.000000 Penalty: 32109.041016
Iteration 229Q: 16 clusters Score -6.578789e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 14302 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44699 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 44336 members 
Mstep: Class 8 contains 80930 members 
Mstep: Class 11 contains 52668 members 
Mstep: Class 13 contains 61563 members 
Mstep: Class 15 contains 26873 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106951 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787716.000000 Penalty: 32109.041016
Iteration 230Q: 16 clusters Score -6.578772e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 44690 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 44087 members 
Mstep: Class 8 contains 80928 members 
Mstep: Class 11 contains 52927 members 
Mstep: Class 13 contains 61576 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106942 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787648.000000 Penalty: 32109.041016
Iteration 231Q: 16 clusters Score -6.578765e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 44683 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 43773 members 
Mstep: Class 8 contains 80936 members 
Mstep: Class 11 contains 53224 members 
Mstep: Class 13 contains 61600 members 
Mstep: Class 15 contains 26885 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106929 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787760.000000 Penalty: 32109.041016
Iteration 232Q: 16 clusters Score -6.578776e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44676 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 43503 members 
Mstep: Class 8 contains 80939 members 
Mstep: Class 11 contains 53468 members 
Mstep: Class 13 contains 61631 members 
Mstep: Class 15 contains 26895 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106920 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787720.000000 Penalty: 32109.041016
Iteration 233Q: 16 clusters Score -6.578772e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 14276 members 
Mstep: Class 3 contains 27748 members 
Mstep: Class 4 contains 44669 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 43263 members 
Mstep: Class 8 contains 80944 members 
Mstep: Class 11 contains 53669 members 
Mstep: Class 13 contains 61657 members 
Mstep: Class 15 contains 26904 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106937 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787708.000000 Penalty: 32109.041016
Iteration 234Q: 16 clusters Score -6.578771e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 14268 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 44662 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 7 contains 43055 members 
Mstep: Class 8 contains 80946 members 
Mstep: Class 11 contains 53845 members 
Mstep: Class 13 contains 61690 members 
Mstep: Class 15 contains 26903 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106956 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787688.000000 Penalty: 32109.041016
Iteration 235Q: 16 clusters Score -6.578769e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 27746 members 
Mstep: Class 4 contains 44656 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 42867 members 
Mstep: Class 8 contains 80947 members 
Mstep: Class 11 contains 54003 members 
Mstep: Class 13 contains 61731 members 
Mstep: Class 15 contains 26897 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106973 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787660.000000 Penalty: 32109.041016
Iteration 236Q: 16 clusters Score -6.578766e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44642 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 42722 members 
Mstep: Class 8 contains 80944 members 
Mstep: Class 11 contains 54142 members 
Mstep: Class 13 contains 61752 members 
Mstep: Class 15 contains 26894 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106998 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787616.000000 Penalty: 32109.041016
Iteration 237Q: 16 clusters Score -6.578762e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44618 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 42580 members 
Mstep: Class 8 contains 80951 members 
Mstep: Class 11 contains 54266 members 
Mstep: Class 13 contains 61777 members 
Mstep: Class 15 contains 26894 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107016 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787672.000000 Penalty: 32109.041016
Iteration 238Q: 16 clusters Score -6.578767e+07 nChanged 585
Entering ConstructFrom: 
Score: -65787672.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Entering Unmasked Estep 
Score: -6615382.500000 Penalty: 1762.337524
	Iteration 0F: 2 clusters Score -6615382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6582110.500000 Penalty: 3524.675049
	Iteration 0F: 3 clusters Score -6582110 nChanged 24137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -6596028.500000 Penalty: 3524.675049
	Iteration 1F: 3 clusters Score -6596028 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -6596697.500000 Penalty: 3524.675049
	Iteration 2Q: 3 clusters Score -6596698 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6597532.500000 Penalty: 3524.675049
	Iteration 3Q: 3 clusters Score -6597532 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -6598639.000000 Penalty: 3524.675049
	Iteration 4Q: 3 clusters Score -6598639 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -6600221.000000 Penalty: 3524.675049
	Iteration 5F: 3 clusters Score -6600221 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -6602438.000000 Penalty: 3524.675049
	Iteration 6F: 3 clusters Score -6602438 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -6605246.000000 Penalty: 3524.675049
	Iteration 7F: 3 clusters Score -6605246 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -6607995.000000 Penalty: 3524.675049
	Iteration 8F: 3 clusters Score -6607995 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -6610165.500000 Penalty: 3524.675049
	Iteration 9F: 3 clusters Score -6610166 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6611610.500000 Penalty: 3524.675049
	Iteration 10Q: 3 clusters Score -6611610 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6612527.500000 Penalty: 3524.675049
	Iteration 11Q: 3 clusters Score -6612528 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6613103.000000 Penalty: 3524.675049
	Iteration 12Q: 3 clusters Score -6613103 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6613455.500000 Penalty: 3524.675049
	Iteration 13Q: 3 clusters Score -6613456 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6613609.000000 Penalty: 3524.675049
	Iteration 14Q: 3 clusters Score -6613609 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6613736.500000 Penalty: 3524.675049
	Iteration 15Q: 3 clusters Score -6613736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6613781.500000 Penalty: 3524.675049
	Iteration 16Q: 3 clusters Score -6613782 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6613809.500000 Penalty: 3524.675049
	Iteration 17Q: 3 clusters Score -6613810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6613837.000000 Penalty: 3524.675049
	Iteration 18Q: 3 clusters Score -6613837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6613858.000000 Penalty: 3524.675049
	Iteration 19Q: 3 clusters Score -6613858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6613887.000000 Penalty: 3524.675049
	Iteration 20F: 3 clusters Score -6613887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6613910.000000 Penalty: 3524.675049
	Iteration 21Q: 3 clusters Score -6613910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6613926.000000 Penalty: 3524.675049
	Iteration 22Q: 3 clusters Score -6613926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6613947.500000 Penalty: 3524.675049
	Iteration 23Q: 3 clusters Score -6613948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6613961.500000 Penalty: 3524.675049
	Iteration 24Q: 3 clusters Score -6613962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6613965.000000 Penalty: 3524.675049
	Iteration 25Q: 3 clusters Score -6613965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6613974.500000 Penalty: 3524.675049
	Iteration 26Q: 3 clusters Score -6613974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6613974.000000 Penalty: 3524.675049
	Iteration 27Q: 3 clusters Score -6613974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6613984.000000 Penalty: 3524.675049
	Iteration 28Q: 3 clusters Score -6613984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6613989.000000 Penalty: 3524.675049
	Iteration 29Q: 3 clusters Score -6613989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6613996.000000 Penalty: 3524.675049
	Iteration 30Q: 3 clusters Score -6613996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6614011.000000 Penalty: 3524.675049
	Iteration 31Q: 3 clusters Score -6614011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6614016.500000 Penalty: 3524.675049
	Iteration 32Q: 3 clusters Score -6614016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6614017.000000 Penalty: 3524.675049
	Iteration 33Q: 3 clusters Score -6614017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6614011.000000 Penalty: 3524.675049
	Iteration 34Q: 3 clusters Score -6614011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6614012.000000 Penalty: 3524.675049
	Iteration 35Q: 3 clusters Score -6614012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6614012.000000 Penalty: 3524.675049
	Iteration 36Q: 3 clusters Score -6614012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6614016.000000 Penalty: 3524.675049
	Iteration 37Q: 3 clusters Score -6614016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6614016.000000 Penalty: 3524.675049
	Iteration 38F: 3 clusters Score -6614016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Entering Unmasked Estep 
Score: -1826327.625000 Penalty: 1554.130493
	Iteration 0F: 2 clusters Score -1826328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1816556.750000 Penalty: 3108.260986
	Iteration 0F: 3 clusters Score -1816557 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1820065.875000 Penalty: 3108.260986
	Iteration 1F: 3 clusters Score -1820066 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1820400.625000 Penalty: 3108.260986
	Iteration 2F: 3 clusters Score -1820401 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1820700.875000 Penalty: 3108.260986
	Iteration 3Q: 3 clusters Score -1820701 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1820994.125000 Penalty: 3108.260986
	Iteration 4Q: 3 clusters Score -1820994 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1821317.625000 Penalty: 3108.260986
	Iteration 5Q: 3 clusters Score -1821318 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1821693.750000 Penalty: 3108.260986
	Iteration 6Q: 3 clusters Score -1821694 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1822135.500000 Penalty: 3108.260986
	Iteration 7Q: 3 clusters Score -1822136 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1822657.500000 Penalty: 3108.260986
	Iteration 8Q: 3 clusters Score -1822658 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1823155.500000 Penalty: 3108.260986
	Iteration 9Q: 3 clusters Score -1823156 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1823511.625000 Penalty: 3108.260986
	Iteration 10Q: 3 clusters Score -1823512 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1823718.500000 Penalty: 3108.260986
	Iteration 11Q: 3 clusters Score -1823718 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1823843.625000 Penalty: 3108.260986
	Iteration 12Q: 3 clusters Score -1823844 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1823932.375000 Penalty: 3108.260986
	Iteration 13Q: 3 clusters Score -1823932 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1824001.875000 Penalty: 3108.260986
	Iteration 14Q: 3 clusters Score -1824002 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1824069.375000 Penalty: 3108.260986
	Iteration 15Q: 3 clusters Score -1824069 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1824129.375000 Penalty: 3108.260986
	Iteration 16Q: 3 clusters Score -1824129 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1824174.375000 Penalty: 3108.260986
	Iteration 17Q: 3 clusters Score -1824174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1824226.875000 Penalty: 3108.260986
	Iteration 18Q: 3 clusters Score -1824227 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1824258.375000 Penalty: 3108.260986
	Iteration 19Q: 3 clusters Score -1824258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1824282.875000 Penalty: 3108.260986
	Iteration 20F: 3 clusters Score -1824283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1824312.125000 Penalty: 3108.260986
	Iteration 21Q: 3 clusters Score -1824312 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1824361.875000 Penalty: 3108.260986
	Iteration 22Q: 3 clusters Score -1824362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1824390.000000 Penalty: 3108.260986
	Iteration 23Q: 3 clusters Score -1824390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1824419.875000 Penalty: 3108.260986
	Iteration 24Q: 3 clusters Score -1824420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1824446.625000 Penalty: 3108.260986
	Iteration 25Q: 3 clusters Score -1824447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1824463.125000 Penalty: 3108.260986
	Iteration 26Q: 3 clusters Score -1824463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1824479.250000 Penalty: 3108.260986
	Iteration 27Q: 3 clusters Score -1824479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1824494.500000 Penalty: 3108.260986
	Iteration 28Q: 3 clusters Score -1824494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1824509.125000 Penalty: 3108.260986
	Iteration 29Q: 3 clusters Score -1824509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1824518.250000 Penalty: 3108.260986
	Iteration 30Q: 3 clusters Score -1824518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1824537.250000 Penalty: 3108.260986
	Iteration 31Q: 3 clusters Score -1824537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1824552.500000 Penalty: 3108.260986
	Iteration 32Q: 3 clusters Score -1824552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1824565.375000 Penalty: 3108.260986
	Iteration 33Q: 3 clusters Score -1824565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1824577.125000 Penalty: 3108.260986
	Iteration 34Q: 3 clusters Score -1824577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1824586.375000 Penalty: 3108.260986
	Iteration 35Q: 3 clusters Score -1824586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1824591.000000 Penalty: 3108.260986
	Iteration 36Q: 3 clusters Score -1824591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1824600.875000 Penalty: 3108.260986
	Iteration 37Q: 3 clusters Score -1824601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1824604.875000 Penalty: 3108.260986
	Iteration 38Q: 3 clusters Score -1824605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1824618.250000 Penalty: 3108.260986
	Iteration 39Q: 3 clusters Score -1824618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1824621.375000 Penalty: 3108.260986
	Iteration 40F: 3 clusters Score -1824621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1824631.250000 Penalty: 3108.260986
	Iteration 41Q: 3 clusters Score -1824631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1824636.250000 Penalty: 3108.260986
	Iteration 42Q: 3 clusters Score -1824636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1824644.125000 Penalty: 3108.260986
	Iteration 43Q: 3 clusters Score -1824644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1824654.250000 Penalty: 3108.260986
	Iteration 44Q: 3 clusters Score -1824654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1824664.875000 Penalty: 3108.260986
	Iteration 45Q: 3 clusters Score -1824665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1824674.125000 Penalty: 3108.260986
	Iteration 46Q: 3 clusters Score -1824674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1824685.500000 Penalty: 3108.260986
	Iteration 47Q: 3 clusters Score -1824686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1824692.625000 Penalty: 3108.260986
	Iteration 48Q: 3 clusters Score -1824693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1824697.375000 Penalty: 3108.260986
	Iteration 49Q: 3 clusters Score -1824697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1824698.500000 Penalty: 3108.260986
	Iteration 50Q: 3 clusters Score -1824698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1824703.750000 Penalty: 3108.260986
	Iteration 51Q: 3 clusters Score -1824704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1824708.750000 Penalty: 3108.260986
	Iteration 52Q: 3 clusters Score -1824709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1824717.375000 Penalty: 3108.260986
	Iteration 53Q: 3 clusters Score -1824717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1824723.250000 Penalty: 3108.260986
	Iteration 54Q: 3 clusters Score -1824723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1824737.000000 Penalty: 3108.260986
	Iteration 55Q: 3 clusters Score -1824737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1824747.375000 Penalty: 3108.260986
	Iteration 56Q: 3 clusters Score -1824747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1824758.250000 Penalty: 3108.260986
	Iteration 57Q: 3 clusters Score -1824758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1824764.875000 Penalty: 3108.260986
	Iteration 58Q: 3 clusters Score -1824765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1824772.375000 Penalty: 3108.260986
	Iteration 59Q: 3 clusters Score -1824772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1824780.625000 Penalty: 3108.260986
	Iteration 60F: 3 clusters Score -1824781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1824792.875000 Penalty: 3108.260986
	Iteration 61Q: 3 clusters Score -1824793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1824804.500000 Penalty: 3108.260986
	Iteration 62Q: 3 clusters Score -1824804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1824817.250000 Penalty: 3108.260986
	Iteration 63Q: 3 clusters Score -1824817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1824831.000000 Penalty: 3108.260986
	Iteration 64Q: 3 clusters Score -1824831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1824845.875000 Penalty: 3108.260986
	Iteration 65Q: 3 clusters Score -1824846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1824862.250000 Penalty: 3108.260986
	Iteration 66Q: 3 clusters Score -1824862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1824872.000000 Penalty: 3108.260986
	Iteration 67Q: 3 clusters Score -1824872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1824878.000000 Penalty: 3108.260986
	Iteration 68Q: 3 clusters Score -1824878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1824884.750000 Penalty: 3108.260986
	Iteration 69Q: 3 clusters Score -1824885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1824884.375000 Penalty: 3108.260986
	Iteration 70Q: 3 clusters Score -1824884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1824886.875000 Penalty: 3108.260986
	Iteration 71Q: 3 clusters Score -1824887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1824891.750000 Penalty: 3108.260986
	Iteration 72Q: 3 clusters Score -1824892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1824896.625000 Penalty: 3108.260986
	Iteration 73Q: 3 clusters Score -1824897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1824898.875000 Penalty: 3108.260986
	Iteration 74Q: 3 clusters Score -1824899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1824903.000000 Penalty: 3108.260986
	Iteration 75Q: 3 clusters Score -1824903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1824904.250000 Penalty: 3108.260986
	Iteration 76Q: 3 clusters Score -1824904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1824905.625000 Penalty: 3108.260986
	Iteration 77Q: 3 clusters Score -1824906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1824908.000000 Penalty: 3108.260986
	Iteration 78Q: 3 clusters Score -1824908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1824918.250000 Penalty: 3108.260986
	Iteration 79Q: 3 clusters Score -1824918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1824925.750000 Penalty: 3108.260986
	Iteration 80F: 3 clusters Score -1824926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1824931.375000 Penalty: 3108.260986
	Iteration 81Q: 3 clusters Score -1824931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1824932.750000 Penalty: 3108.260986
	Iteration 82Q: 3 clusters Score -1824933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1824937.375000 Penalty: 3108.260986
	Iteration 83Q: 3 clusters Score -1824937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1824941.000000 Penalty: 3108.260986
	Iteration 84Q: 3 clusters Score -1824941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1824942.375000 Penalty: 3108.260986
	Iteration 85Q: 3 clusters Score -1824942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1824945.500000 Penalty: 3108.260986
	Iteration 86Q: 3 clusters Score -1824946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1824946.125000 Penalty: 3108.260986
	Iteration 87Q: 3 clusters Score -1824946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1824947.000000 Penalty: 3108.260986
	Iteration 88Q: 3 clusters Score -1824947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1824950.625000 Penalty: 3108.260986
	Iteration 89Q: 3 clusters Score -1824951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1824955.875000 Penalty: 3108.260986
	Iteration 90Q: 3 clusters Score -1824956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1824958.250000 Penalty: 3108.260986
	Iteration 91Q: 3 clusters Score -1824958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1824958.875000 Penalty: 3108.260986
	Iteration 92Q: 3 clusters Score -1824959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1824958.875000 Penalty: 3108.260986
	Iteration 93F: 3 clusters Score -1824959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Entering Unmasked Estep 
Score: -3443704.500000 Penalty: 1662.494995
	Iteration 0F: 2 clusters Score -3443704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3425003.250000 Penalty: 3324.989990
	Iteration 0F: 3 clusters Score -3425003 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3431943.250000 Penalty: 3324.989990
	Iteration 1F: 3 clusters Score -3431943 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3432315.750000 Penalty: 3324.989990
	Iteration 2Q: 3 clusters Score -3432316 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3432676.500000 Penalty: 3324.989990
	Iteration 3Q: 3 clusters Score -3432676 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3433015.500000 Penalty: 3324.989990
	Iteration 4Q: 3 clusters Score -3433016 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3433452.500000 Penalty: 3324.989990
	Iteration 5Q: 3 clusters Score -3433452 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3434106.500000 Penalty: 3324.989990
	Iteration 6Q: 3 clusters Score -3434106 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3435056.250000 Penalty: 3324.989990
	Iteration 7F: 3 clusters Score -3435056 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3436429.750000 Penalty: 3324.989990
	Iteration 8F: 3 clusters Score -3436430 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3438216.000000 Penalty: 3324.989990
	Iteration 9F: 3 clusters Score -3438216 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3439961.250000 Penalty: 3324.989990
	Iteration 10F: 3 clusters Score -3439961 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3441142.500000 Penalty: 3324.989990
	Iteration 11Q: 3 clusters Score -3441142 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3441724.750000 Penalty: 3324.989990
	Iteration 12Q: 3 clusters Score -3441725 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3441989.250000 Penalty: 3324.989990
	Iteration 13Q: 3 clusters Score -3441989 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3442107.250000 Penalty: 3324.989990
	Iteration 14Q: 3 clusters Score -3442107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3442169.250000 Penalty: 3324.989990
	Iteration 15Q: 3 clusters Score -3442169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3442202.000000 Penalty: 3324.989990
	Iteration 16Q: 3 clusters Score -3442202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3442217.750000 Penalty: 3324.989990
	Iteration 17Q: 3 clusters Score -3442218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3442238.000000 Penalty: 3324.989990
	Iteration 18Q: 3 clusters Score -3442238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3442246.500000 Penalty: 3324.989990
	Iteration 19Q: 3 clusters Score -3442246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3442246.500000 Penalty: 3324.989990
	Iteration 20F: 3 clusters Score -3442246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3442250.250000 Penalty: 3324.989990
	Iteration 21Q: 3 clusters Score -3442250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3442250.250000 Penalty: 3324.989990
	Iteration 22F: 3 clusters Score -3442250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Entering Unmasked Estep 
Score: -5640437.500000 Penalty: 1739.634766
	Iteration 0F: 2 clusters Score -5640438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5610864.500000 Penalty: 3479.269531
	Iteration 0F: 3 clusters Score -5610864 nChanged 20575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -5622216.000000 Penalty: 3479.269531
	Iteration 1F: 3 clusters Score -5622216 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -5622731.500000 Penalty: 3479.269531
	Iteration 2Q: 3 clusters Score -5622732 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -5623337.000000 Penalty: 3479.269531
	Iteration 3Q: 3 clusters Score -5623337 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5624231.500000 Penalty: 3479.269531
	Iteration 4Q: 3 clusters Score -5624232 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -5625603.500000 Penalty: 3479.269531
	Iteration 5F: 3 clusters Score -5625604 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -5627738.500000 Penalty: 3479.269531
	Iteration 6F: 3 clusters Score -5627738 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -5630468.500000 Penalty: 3479.269531
	Iteration 7F: 3 clusters Score -5630468 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -5633394.000000 Penalty: 3479.269531
	Iteration 8F: 3 clusters Score -5633394 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5635852.000000 Penalty: 3479.269531
	Iteration 9F: 3 clusters Score -5635852 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5637374.000000 Penalty: 3479.269531
	Iteration 10Q: 3 clusters Score -5637374 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5638128.500000 Penalty: 3479.269531
	Iteration 11Q: 3 clusters Score -5638128 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5638517.500000 Penalty: 3479.269531
	Iteration 12Q: 3 clusters Score -5638518 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5638690.000000 Penalty: 3479.269531
	Iteration 13Q: 3 clusters Score -5638690 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5638810.000000 Penalty: 3479.269531
	Iteration 14Q: 3 clusters Score -5638810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5638892.500000 Penalty: 3479.269531
	Iteration 15Q: 3 clusters Score -5638892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5638927.000000 Penalty: 3479.269531
	Iteration 16Q: 3 clusters Score -5638927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5638945.500000 Penalty: 3479.269531
	Iteration 17Q: 3 clusters Score -5638946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5638963.500000 Penalty: 3479.269531
	Iteration 18Q: 3 clusters Score -5638964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5638977.000000 Penalty: 3479.269531
	Iteration 19Q: 3 clusters Score -5638977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5638997.000000 Penalty: 3479.269531
	Iteration 20F: 3 clusters Score -5638997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5639009.500000 Penalty: 3479.269531
	Iteration 21Q: 3 clusters Score -5639010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5639017.500000 Penalty: 3479.269531
	Iteration 22Q: 3 clusters Score -5639018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5639023.000000 Penalty: 3479.269531
	Iteration 23Q: 3 clusters Score -5639023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5639023.000000 Penalty: 3479.269531
	Iteration 24Q: 3 clusters Score -5639023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5639027.500000 Penalty: 3479.269531
	Iteration 25Q: 3 clusters Score -5639028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5639032.500000 Penalty: 3479.269531
	Iteration 26Q: 3 clusters Score -5639032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5639034.500000 Penalty: 3479.269531
	Iteration 27Q: 3 clusters Score -5639034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5639037.500000 Penalty: 3479.269531
	Iteration 28Q: 3 clusters Score -5639038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5639035.000000 Penalty: 3479.269531
	Iteration 29Q: 3 clusters Score -5639035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5639038.500000 Penalty: 3479.269531
	Iteration 30Q: 3 clusters Score -5639038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5639038.500000 Penalty: 3479.269531
	Iteration 31Q: 3 clusters Score -5639038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5639034.000000 Penalty: 3479.269531
	Iteration 32Q: 3 clusters Score -5639034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5639034.500000 Penalty: 3479.269531
	Iteration 33Q: 3 clusters Score -5639034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5639034.500000 Penalty: 3479.269531
	Iteration 34F: 3 clusters Score -5639034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -66263.140625 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -66263.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65123.339844 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -65123.34 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65302.210938 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -65302.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65369.355469 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -65369.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65411.968750 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -65411.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65499.238281 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -65499.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65561.640625 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -65561.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65607.593750 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -65607.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65640.093750 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -65640.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65654.593750 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -65654.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65661.859375 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -65661.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65664.882812 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -65664.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65668.156250 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -65668.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65670.187500 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -65670.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65670.867188 Penalty: 2058.892578
	Iteration 13Q: 3 clusters Score -65670.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65670.867188 Penalty: 2058.892578
	Iteration 14F: 3 clusters Score -65670.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -827016.750000 Penalty: 1427.550659
	Iteration 0F: 2 clusters Score -827016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -821979.437500 Penalty: 2855.101318
	Iteration 0F: 3 clusters Score -821979.4 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -823580.875000 Penalty: 2855.101318
	Iteration 1F: 3 clusters Score -823580.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -823794.125000 Penalty: 2855.101318
	Iteration 2F: 3 clusters Score -823794.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -823973.625000 Penalty: 2855.101318
	Iteration 3Q: 3 clusters Score -823973.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -824141.500000 Penalty: 2855.101318
	Iteration 4Q: 3 clusters Score -824141.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -824266.812500 Penalty: 2855.101318
	Iteration 5Q: 3 clusters Score -824266.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -824396.125000 Penalty: 2855.101318
	Iteration 6Q: 3 clusters Score -824396.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -824522.937500 Penalty: 2855.101318
	Iteration 7Q: 3 clusters Score -824522.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -824647.937500 Penalty: 2855.101318
	Iteration 8Q: 3 clusters Score -824647.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -824745.312500 Penalty: 2855.101318
	Iteration 9Q: 3 clusters Score -824745.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -824831.750000 Penalty: 2855.101318
	Iteration 10Q: 3 clusters Score -824831.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -824923.500000 Penalty: 2855.101318
	Iteration 11Q: 3 clusters Score -824923.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -825000.625000 Penalty: 2855.101318
	Iteration 12Q: 3 clusters Score -825000.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -825071.562500 Penalty: 2855.101318
	Iteration 13Q: 3 clusters Score -825071.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -825135.062500 Penalty: 2855.101318
	Iteration 14Q: 3 clusters Score -825135.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -825177.875000 Penalty: 2855.101318
	Iteration 15Q: 3 clusters Score -825177.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -825213.937500 Penalty: 2855.101318
	Iteration 16Q: 3 clusters Score -825213.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -825239.437500 Penalty: 2855.101318
	Iteration 17Q: 3 clusters Score -825239.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -825263.687500 Penalty: 2855.101318
	Iteration 18Q: 3 clusters Score -825263.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -825278.875000 Penalty: 2855.101318
	Iteration 19Q: 3 clusters Score -825278.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -825291.562500 Penalty: 2855.101318
	Iteration 20F: 3 clusters Score -825291.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -825302.750000 Penalty: 2855.101318
	Iteration 21Q: 3 clusters Score -825302.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -825312.250000 Penalty: 2855.101318
	Iteration 22Q: 3 clusters Score -825312.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -825318.500000 Penalty: 2855.101318
	Iteration 23Q: 3 clusters Score -825318.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -825326.625000 Penalty: 2855.101318
	Iteration 24Q: 3 clusters Score -825326.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -825333.687500 Penalty: 2855.101318
	Iteration 25Q: 3 clusters Score -825333.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -825341.625000 Penalty: 2855.101318
	Iteration 26Q: 3 clusters Score -825341.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -825346.812500 Penalty: 2855.101318
	Iteration 27Q: 3 clusters Score -825346.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -825357.125000 Penalty: 2855.101318
	Iteration 28Q: 3 clusters Score -825357.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -825372.937500 Penalty: 2855.101318
	Iteration 29Q: 3 clusters Score -825372.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -825393.875000 Penalty: 2855.101318
	Iteration 30Q: 3 clusters Score -825393.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -825424.187500 Penalty: 2855.101318
	Iteration 31Q: 3 clusters Score -825424.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -825464.125000 Penalty: 2855.101318
	Iteration 32Q: 3 clusters Score -825464.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -825499.687500 Penalty: 2855.101318
	Iteration 33Q: 3 clusters Score -825499.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -825528.500000 Penalty: 2855.101318
	Iteration 34Q: 3 clusters Score -825528.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -825554.812500 Penalty: 2855.101318
	Iteration 35Q: 3 clusters Score -825554.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -825578.812500 Penalty: 2855.101318
	Iteration 36Q: 3 clusters Score -825578.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -825600.687500 Penalty: 2855.101318
	Iteration 37Q: 3 clusters Score -825600.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -825622.125000 Penalty: 2855.101318
	Iteration 38Q: 3 clusters Score -825622.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -825637.437500 Penalty: 2855.101318
	Iteration 39Q: 3 clusters Score -825637.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -825655.375000 Penalty: 2855.101318
	Iteration 40F: 3 clusters Score -825655.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -825678.312500 Penalty: 2855.101318
	Iteration 41Q: 3 clusters Score -825678.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -825699.937500 Penalty: 2855.101318
	Iteration 42Q: 3 clusters Score -825699.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -825723.250000 Penalty: 2855.101318
	Iteration 43Q: 3 clusters Score -825723.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -825743.125000 Penalty: 2855.101318
	Iteration 44Q: 3 clusters Score -825743.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -825755.562500 Penalty: 2855.101318
	Iteration 45Q: 3 clusters Score -825755.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -825766.687500 Penalty: 2855.101318
	Iteration 46Q: 3 clusters Score -825766.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -825773.937500 Penalty: 2855.101318
	Iteration 47Q: 3 clusters Score -825773.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -825781.937500 Penalty: 2855.101318
	Iteration 48Q: 3 clusters Score -825781.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -825785.125000 Penalty: 2855.101318
	Iteration 49Q: 3 clusters Score -825785.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -825790.937500 Penalty: 2855.101318
	Iteration 50Q: 3 clusters Score -825790.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -825795.687500 Penalty: 2855.101318
	Iteration 51Q: 3 clusters Score -825795.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -825800.625000 Penalty: 2855.101318
	Iteration 52Q: 3 clusters Score -825800.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -825803.875000 Penalty: 2855.101318
	Iteration 53Q: 3 clusters Score -825803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -825806.375000 Penalty: 2855.101318
	Iteration 54Q: 3 clusters Score -825806.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -825806.750000 Penalty: 2855.101318
	Iteration 55Q: 3 clusters Score -825806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -825810.000000 Penalty: 2855.101318
	Iteration 56Q: 3 clusters Score -825810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -825811.062500 Penalty: 2855.101318
	Iteration 57Q: 3 clusters Score -825811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -825814.625000 Penalty: 2855.101318
	Iteration 58Q: 3 clusters Score -825814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -825817.125000 Penalty: 2855.101318
	Iteration 59Q: 3 clusters Score -825817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -825820.125000 Penalty: 2855.101318
	Iteration 60F: 3 clusters Score -825820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -825825.375000 Penalty: 2855.101318
	Iteration 61Q: 3 clusters Score -825825.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -825826.062500 Penalty: 2855.101318
	Iteration 62Q: 3 clusters Score -825826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -825827.937500 Penalty: 2855.101318
	Iteration 63Q: 3 clusters Score -825827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -825829.687500 Penalty: 2855.101318
	Iteration 64Q: 3 clusters Score -825829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -825832.125000 Penalty: 2855.101318
	Iteration 65Q: 3 clusters Score -825832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -825832.125000 Penalty: 2855.101318
	Iteration 66F: 3 clusters Score -825832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Entering Unmasked Estep 
Score: -5461445.000000 Penalty: 1731.812378
	Iteration 0F: 2 clusters Score -5461445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5433031.500000 Penalty: 3463.624756
	Iteration 0F: 3 clusters Score -5433032 nChanged 19826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -5444210.500000 Penalty: 3463.624756
	Iteration 1F: 3 clusters Score -5444210 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -5444684.500000 Penalty: 3463.624756
	Iteration 2Q: 3 clusters Score -5444684 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -5445209.500000 Penalty: 3463.624756
	Iteration 3Q: 3 clusters Score -5445210 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -5445877.000000 Penalty: 3463.624756
	Iteration 4Q: 3 clusters Score -5445877 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -5446758.000000 Penalty: 3463.624756
	Iteration 5Q: 3 clusters Score -5446758 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5447941.500000 Penalty: 3463.624756
	Iteration 6Q: 3 clusters Score -5447942 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -5449682.000000 Penalty: 3463.624756
	Iteration 7F: 3 clusters Score -5449682 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -5451774.500000 Penalty: 3463.624756
	Iteration 8F: 3 clusters Score -5451774 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -5453756.000000 Penalty: 3463.624756
	Iteration 9F: 3 clusters Score -5453756 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -5455182.000000 Penalty: 3463.624756
	Iteration 10Q: 3 clusters Score -5455182 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5456068.000000 Penalty: 3463.624756
	Iteration 11Q: 3 clusters Score -5456068 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -5456742.000000 Penalty: 3463.624756
	Iteration 12Q: 3 clusters Score -5456742 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5457189.000000 Penalty: 3463.624756
	Iteration 13Q: 3 clusters Score -5457189 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5457554.000000 Penalty: 3463.624756
	Iteration 14Q: 3 clusters Score -5457554 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5457873.500000 Penalty: 3463.624756
	Iteration 15Q: 3 clusters Score -5457874 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5458164.500000 Penalty: 3463.624756
	Iteration 16Q: 3 clusters Score -5458164 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5458458.500000 Penalty: 3463.624756
	Iteration 17Q: 3 clusters Score -5458458 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -5458679.500000 Penalty: 3463.624756
	Iteration 18Q: 3 clusters Score -5458680 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5458892.500000 Penalty: 3463.624756
	Iteration 19Q: 3 clusters Score -5458892 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -5459100.500000 Penalty: 3463.624756
	Iteration 20F: 3 clusters Score -5459100 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5459311.000000 Penalty: 3463.624756
	Iteration 21Q: 3 clusters Score -5459311 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -5459474.000000 Penalty: 3463.624756
	Iteration 22Q: 3 clusters Score -5459474 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5459613.000000 Penalty: 3463.624756
	Iteration 23Q: 3 clusters Score -5459613 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5459715.500000 Penalty: 3463.624756
	Iteration 24Q: 3 clusters Score -5459716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -5459792.000000 Penalty: 3463.624756
	Iteration 25Q: 3 clusters Score -5459792 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -5459849.500000 Penalty: 3463.624756
	Iteration 26Q: 3 clusters Score -5459850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -5459898.500000 Penalty: 3463.624756
	Iteration 27Q: 3 clusters Score -5459898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5459931.500000 Penalty: 3463.624756
	Iteration 28Q: 3 clusters Score -5459932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -5459937.500000 Penalty: 3463.624756
	Iteration 29Q: 3 clusters Score -5459938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -5459957.500000 Penalty: 3463.624756
	Iteration 30Q: 3 clusters Score -5459958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5459981.500000 Penalty: 3463.624756
	Iteration 31Q: 3 clusters Score -5459982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5459978.500000 Penalty: 3463.624756
	Iteration 32Q: 3 clusters Score -5459978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5459988.500000 Penalty: 3463.624756
	Iteration 33Q: 3 clusters Score -5459988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5459991.500000 Penalty: 3463.624756
	Iteration 34Q: 3 clusters Score -5459992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5460007.000000 Penalty: 3463.624756
	Iteration 35Q: 3 clusters Score -5460007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5460012.000000 Penalty: 3463.624756
	Iteration 36Q: 3 clusters Score -5460012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5460007.500000 Penalty: 3463.624756
	Iteration 37Q: 3 clusters Score -5460008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5460010.000000 Penalty: 3463.624756
	Iteration 38Q: 3 clusters Score -5460010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5460013.500000 Penalty: 3463.624756
	Iteration 39Q: 3 clusters Score -5460014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5460019.500000 Penalty: 3463.624756
	Iteration 40F: 3 clusters Score -5460020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -5460028.500000 Penalty: 3463.624756
	Iteration 41Q: 3 clusters Score -5460028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -5460029.500000 Penalty: 3463.624756
	Iteration 42Q: 3 clusters Score -5460030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -5460028.500000 Penalty: 3463.624756
	Iteration 43Q: 3 clusters Score -5460028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -5460028.500000 Penalty: 3463.624756
	Iteration 44F: 3 clusters Score -5460028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Entering Unmasked Estep 
Score: -10367662.000000 Penalty: 1836.521973
	Iteration 0F: 2 clusters Score -1.036766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -10317767.000000 Penalty: 3673.043945
	Iteration 0F: 3 clusters Score -1.031777e+07 nChanged 38495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -10340405.000000 Penalty: 3673.043945
	Iteration 1F: 3 clusters Score -1.03404e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -10341423.000000 Penalty: 3673.043945
	Iteration 2Q: 3 clusters Score -1.034142e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -10342843.000000 Penalty: 3673.043945
	Iteration 3Q: 3 clusters Score -1.034284e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -10344716.000000 Penalty: 3673.043945
	Iteration 4F: 3 clusters Score -1.034472e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -10347669.000000 Penalty: 3673.043945
	Iteration 5F: 3 clusters Score -1.034767e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -10351533.000000 Penalty: 3673.043945
	Iteration 6F: 3 clusters Score -1.035153e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -10355341.000000 Penalty: 3673.043945
	Iteration 7F: 3 clusters Score -1.035534e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -10357849.000000 Penalty: 3673.043945
	Iteration 8F: 3 clusters Score -1.035785e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -10358856.000000 Penalty: 3673.043945
	Iteration 9Q: 3 clusters Score -1.035886e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -10359336.000000 Penalty: 3673.043945
	Iteration 10Q: 3 clusters Score -1.035934e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -10359733.000000 Penalty: 3673.043945
	Iteration 11Q: 3 clusters Score -1.035973e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -10360040.000000 Penalty: 3673.043945
	Iteration 12Q: 3 clusters Score -1.036004e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -10360521.000000 Penalty: 3673.043945
	Iteration 13Q: 3 clusters Score -1.036052e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -10361015.000000 Penalty: 3673.043945
	Iteration 14Q: 3 clusters Score -1.036102e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -10361506.000000 Penalty: 3673.043945
	Iteration 15Q: 3 clusters Score -1.036151e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -10362040.000000 Penalty: 3673.043945
	Iteration 16Q: 3 clusters Score -1.036204e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -10362694.000000 Penalty: 3673.043945
	Iteration 17Q: 3 clusters Score -1.036269e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -10363317.000000 Penalty: 3673.043945
	Iteration 18Q: 3 clusters Score -1.036332e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -10363899.000000 Penalty: 3673.043945
	Iteration 19Q: 3 clusters Score -1.03639e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -10364424.000000 Penalty: 3673.043945
	Iteration 20F: 3 clusters Score -1.036442e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -10365091.000000 Penalty: 3673.043945
	Iteration 21Q: 3 clusters Score -1.036509e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -10365780.000000 Penalty: 3673.043945
	Iteration 22Q: 3 clusters Score -1.036578e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -10366445.000000 Penalty: 3673.043945
	Iteration 23Q: 3 clusters Score -1.036644e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -10366947.000000 Penalty: 3673.043945
	Iteration 24Q: 3 clusters Score -1.036695e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -10367204.000000 Penalty: 3673.043945
	Iteration 25Q: 3 clusters Score -1.03672e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -10367410.000000 Penalty: 3673.043945
	Iteration 26Q: 3 clusters Score -1.036741e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -10367547.000000 Penalty: 3673.043945
	Iteration 27Q: 3 clusters Score -1.036755e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -10367638.000000 Penalty: 3673.043945
	Iteration 28Q: 3 clusters Score -1.036764e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -10367687.000000 Penalty: 3673.043945
	Iteration 29Q: 3 clusters Score -1.036769e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -10367698.000000 Penalty: 3673.043945
	Iteration 30Q: 3 clusters Score -1.03677e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -10367712.000000 Penalty: 3673.043945
	Iteration 31Q: 3 clusters Score -1.036771e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -10367684.000000 Penalty: 3673.043945
	Iteration 32Q: 3 clusters Score -1.036768e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -10367693.000000 Penalty: 3673.043945
	Iteration 33Q: 3 clusters Score -1.036769e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -10367665.000000 Penalty: 3673.043945
	Iteration 34Q: 3 clusters Score -1.036766e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -10367643.000000 Penalty: 3673.043945
	Iteration 35Q: 3 clusters Score -1.036764e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -10367578.000000 Penalty: 3673.043945
	Iteration 36Q: 3 clusters Score -1.036758e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -10367564.000000 Penalty: 3673.043945
	Iteration 37Q: 3 clusters Score -1.036756e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
Score: -10367552.000000 Penalty: 3673.043945
	Iteration 38Q: 3 clusters Score -1.036755e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -10367522.000000 Penalty: 3673.043945
	Iteration 39Q: 3 clusters Score -1.036752e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
Score: -10367494.000000 Penalty: 3673.043945
	Iteration 40F: 3 clusters Score -1.036749e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -10367494.000000 Penalty: 3673.043945
	Iteration 41Q: 3 clusters Score -1.036749e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -10367480.000000 Penalty: 3673.043945
	Iteration 42Q: 3 clusters Score -1.036748e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -10367483.000000 Penalty: 3673.043945
	Iteration 43Q: 3 clusters Score -1.036748e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -10367452.000000 Penalty: 3673.043945
	Iteration 44Q: 3 clusters Score -1.036745e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -10367445.000000 Penalty: 3673.043945
	Iteration 45Q: 3 clusters Score -1.036744e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -10367451.000000 Penalty: 3673.043945
	Iteration 46Q: 3 clusters Score -1.036745e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -10367445.000000 Penalty: 3673.043945
	Iteration 47Q: 3 clusters Score -1.036744e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -10367436.000000 Penalty: 3673.043945
	Iteration 48Q: 3 clusters Score -1.036744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -10367428.000000 Penalty: 3673.043945
	Iteration 49Q: 3 clusters Score -1.036743e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -10367417.000000 Penalty: 3673.043945
	Iteration 50Q: 3 clusters Score -1.036742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -10367405.000000 Penalty: 3673.043945
	Iteration 51Q: 3 clusters Score -1.03674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -10367394.000000 Penalty: 3673.043945
	Iteration 52Q: 3 clusters Score -1.036739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -10367386.000000 Penalty: 3673.043945
	Iteration 53Q: 3 clusters Score -1.036739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -10367382.000000 Penalty: 3673.043945
	Iteration 54Q: 3 clusters Score -1.036738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -10367380.000000 Penalty: 3673.043945
	Iteration 55Q: 3 clusters Score -1.036738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -10367370.000000 Penalty: 3673.043945
	Iteration 56Q: 3 clusters Score -1.036737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -10367369.000000 Penalty: 3673.043945
	Iteration 57Q: 3 clusters Score -1.036737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -10367376.000000 Penalty: 3673.043945
	Iteration 58Q: 3 clusters Score -1.036738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -10367367.000000 Penalty: 3673.043945
	Iteration 59Q: 3 clusters Score -1.036737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -10367363.000000 Penalty: 3673.043945
	Iteration 60F: 3 clusters Score -1.036736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -10367362.000000 Penalty: 3673.043945
	Iteration 61Q: 3 clusters Score -1.036736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -10367364.000000 Penalty: 3673.043945
	Iteration 62Q: 3 clusters Score -1.036736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -10367371.000000 Penalty: 3673.043945
	Iteration 63Q: 3 clusters Score -1.036737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -10367374.000000 Penalty: 3673.043945
	Iteration 64Q: 3 clusters Score -1.036737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -10367369.000000 Penalty: 3673.043945
	Iteration 65Q: 3 clusters Score -1.036737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -10367367.000000 Penalty: 3673.043945
	Iteration 66Q: 3 clusters Score -1.036737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -10367362.000000 Penalty: 3673.043945
	Iteration 67Q: 3 clusters Score -1.036736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -10367368.000000 Penalty: 3673.043945
	Iteration 68Q: 3 clusters Score -1.036737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -10367370.000000 Penalty: 3673.043945
	Iteration 69Q: 3 clusters Score -1.036737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -10367362.000000 Penalty: 3673.043945
	Iteration 70Q: 3 clusters Score -1.036736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -10367367.000000 Penalty: 3673.043945
	Iteration 71Q: 3 clusters Score -1.036737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -10367367.000000 Penalty: 3673.043945
	Iteration 72F: 3 clusters Score -1.036737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Entering Unmasked Estep 
Score: -6991632.000000 Penalty: 1771.701172
	Iteration 0F: 2 clusters Score -6991632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -6955964.500000 Penalty: 3543.402344
	Iteration 0F: 3 clusters Score -6955964 nChanged 25582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -6970520.500000 Penalty: 3543.402344
	Iteration 1F: 3 clusters Score -6970520 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -6970935.000000 Penalty: 3543.402344
	Iteration 2Q: 3 clusters Score -6970935 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -6971340.000000 Penalty: 3543.402344
	Iteration 3Q: 3 clusters Score -6971340 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -6971774.000000 Penalty: 3543.402344
	Iteration 4Q: 3 clusters Score -6971774 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -6972319.500000 Penalty: 3543.402344
	Iteration 5Q: 3 clusters Score -6972320 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -6972826.000000 Penalty: 3543.402344
	Iteration 6Q: 3 clusters Score -6972826 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -6973696.500000 Penalty: 3543.402344
	Iteration 7Q: 3 clusters Score -6973696 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -6975065.500000 Penalty: 3543.402344
	Iteration 8Q: 3 clusters Score -6975066 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -6977203.000000 Penalty: 3543.402344
	Iteration 9F: 3 clusters Score -6977203 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -6979697.000000 Penalty: 3543.402344
	Iteration 10F: 3 clusters Score -6979697 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -6981504.500000 Penalty: 3543.402344
	Iteration 11F: 3 clusters Score -6981504 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -6982293.000000 Penalty: 3543.402344
	Iteration 12Q: 3 clusters Score -6982293 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -6982634.500000 Penalty: 3543.402344
	Iteration 13Q: 3 clusters Score -6982634 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -6982824.500000 Penalty: 3543.402344
	Iteration 14Q: 3 clusters Score -6982824 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -6982969.000000 Penalty: 3543.402344
	Iteration 15Q: 3 clusters Score -6982969 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -6983110.000000 Penalty: 3543.402344
	Iteration 16Q: 3 clusters Score -6983110 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -6983304.000000 Penalty: 3543.402344
	Iteration 17Q: 3 clusters Score -6983304 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -6983451.000000 Penalty: 3543.402344
	Iteration 18Q: 3 clusters Score -6983451 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -6983610.000000 Penalty: 3543.402344
	Iteration 19Q: 3 clusters Score -6983610 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -6983742.500000 Penalty: 3543.402344
	Iteration 20F: 3 clusters Score -6983742 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -6983867.000000 Penalty: 3543.402344
	Iteration 21Q: 3 clusters Score -6983867 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -6984092.000000 Penalty: 3543.402344
	Iteration 22Q: 3 clusters Score -6984092 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -6984249.000000 Penalty: 3543.402344
	Iteration 23Q: 3 clusters Score -6984249 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -6984429.000000 Penalty: 3543.402344
	Iteration 24Q: 3 clusters Score -6984429 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -6984658.500000 Penalty: 3543.402344
	Iteration 25Q: 3 clusters Score -6984658 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -6984833.500000 Penalty: 3543.402344
	Iteration 26Q: 3 clusters Score -6984834 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -6985028.000000 Penalty: 3543.402344
	Iteration 27Q: 3 clusters Score -6985028 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -6985267.500000 Penalty: 3543.402344
	Iteration 28Q: 3 clusters Score -6985268 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -6985467.000000 Penalty: 3543.402344
	Iteration 29Q: 3 clusters Score -6985467 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -6985623.500000 Penalty: 3543.402344
	Iteration 30Q: 3 clusters Score -6985624 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -6985823.000000 Penalty: 3543.402344
	Iteration 31Q: 3 clusters Score -6985823 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -6985994.500000 Penalty: 3543.402344
	Iteration 32Q: 3 clusters Score -6985994 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -6986216.500000 Penalty: 3543.402344
	Iteration 33Q: 3 clusters Score -6986216 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -6986406.000000 Penalty: 3543.402344
	Iteration 34Q: 3 clusters Score -6986406 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -6986618.500000 Penalty: 3543.402344
	Iteration 35Q: 3 clusters Score -6986618 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -6986777.000000 Penalty: 3543.402344
	Iteration 36Q: 3 clusters Score -6986777 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -6986960.000000 Penalty: 3543.402344
	Iteration 37Q: 3 clusters Score -6986960 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -6987116.000000 Penalty: 3543.402344
	Iteration 38Q: 3 clusters Score -6987116 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -6987317.500000 Penalty: 3543.402344
	Iteration 39Q: 3 clusters Score -6987318 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -6987526.000000 Penalty: 3543.402344
	Iteration 40F: 3 clusters Score -6987526 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -6987738.500000 Penalty: 3543.402344
	Iteration 41Q: 3 clusters Score -6987738 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -6987928.000000 Penalty: 3543.402344
	Iteration 42Q: 3 clusters Score -6987928 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -6988102.000000 Penalty: 3543.402344
	Iteration 43Q: 3 clusters Score -6988102 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6988267.500000 Penalty: 3543.402344
	Iteration 44Q: 3 clusters Score -6988268 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -6988383.500000 Penalty: 3543.402344
	Iteration 45Q: 3 clusters Score -6988384 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -6988525.000000 Penalty: 3543.402344
	Iteration 46Q: 3 clusters Score -6988525 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -6988636.000000 Penalty: 3543.402344
	Iteration 47Q: 3 clusters Score -6988636 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -6988730.000000 Penalty: 3543.402344
	Iteration 48Q: 3 clusters Score -6988730 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -6988832.500000 Penalty: 3543.402344
	Iteration 49Q: 3 clusters Score -6988832 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -6988909.000000 Penalty: 3543.402344
	Iteration 50Q: 3 clusters Score -6988909 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -6988972.000000 Penalty: 3543.402344
	Iteration 51Q: 3 clusters Score -6988972 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -6989066.500000 Penalty: 3543.402344
	Iteration 52Q: 3 clusters Score -6989066 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -6989143.000000 Penalty: 3543.402344
	Iteration 53Q: 3 clusters Score -6989143 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -6989199.500000 Penalty: 3543.402344
	Iteration 54Q: 3 clusters Score -6989200 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -6989254.000000 Penalty: 3543.402344
	Iteration 55Q: 3 clusters Score -6989254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -6989283.500000 Penalty: 3543.402344
	Iteration 56Q: 3 clusters Score -6989284 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -6989339.000000 Penalty: 3543.402344
	Iteration 57Q: 3 clusters Score -6989339 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -6989377.000000 Penalty: 3543.402344
	Iteration 58Q: 3 clusters Score -6989377 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -6989393.000000 Penalty: 3543.402344
	Iteration 59Q: 3 clusters Score -6989393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -6989448.000000 Penalty: 3543.402344
	Iteration 60F: 3 clusters Score -6989448 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -6989512.000000 Penalty: 3543.402344
	Iteration 61Q: 3 clusters Score -6989512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -6989553.500000 Penalty: 3543.402344
	Iteration 62Q: 3 clusters Score -6989554 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -6989607.500000 Penalty: 3543.402344
	Iteration 63Q: 3 clusters Score -6989608 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -6989657.000000 Penalty: 3543.402344
	Iteration 64Q: 3 clusters Score -6989657 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -6989704.000000 Penalty: 3543.402344
	Iteration 65Q: 3 clusters Score -6989704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -6989759.000000 Penalty: 3543.402344
	Iteration 66Q: 3 clusters Score -6989759 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -6989809.500000 Penalty: 3543.402344
	Iteration 67Q: 3 clusters Score -6989810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -6989833.000000 Penalty: 3543.402344
	Iteration 68Q: 3 clusters Score -6989833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -6989858.000000 Penalty: 3543.402344
	Iteration 69Q: 3 clusters Score -6989858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -6989876.500000 Penalty: 3543.402344
	Iteration 70Q: 3 clusters Score -6989876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -6989891.500000 Penalty: 3543.402344
	Iteration 71Q: 3 clusters Score -6989892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -6989908.500000 Penalty: 3543.402344
	Iteration 72Q: 3 clusters Score -6989908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -6989916.000000 Penalty: 3543.402344
	Iteration 73Q: 3 clusters Score -6989916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -6989929.000000 Penalty: 3543.402344
	Iteration 74Q: 3 clusters Score -6989929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -6989949.000000 Penalty: 3543.402344
	Iteration 75Q: 3 clusters Score -6989949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -6989965.000000 Penalty: 3543.402344
	Iteration 76Q: 3 clusters Score -6989965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -6989961.000000 Penalty: 3543.402344
	Iteration 77Q: 3 clusters Score -6989961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -6989969.500000 Penalty: 3543.402344
	Iteration 78Q: 3 clusters Score -6989970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -6989975.500000 Penalty: 3543.402344
	Iteration 79Q: 3 clusters Score -6989976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -6989976.500000 Penalty: 3543.402344
	Iteration 80F: 3 clusters Score -6989976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -6989980.000000 Penalty: 3543.402344
	Iteration 81Q: 3 clusters Score -6989980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -6989984.500000 Penalty: 3543.402344
	Iteration 82Q: 3 clusters Score -6989984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -6989995.500000 Penalty: 3543.402344
	Iteration 83Q: 3 clusters Score -6989996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -6989996.000000 Penalty: 3543.402344
	Iteration 84Q: 3 clusters Score -6989996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -6990000.000000 Penalty: 3543.402344
	Iteration 85Q: 3 clusters Score -6990000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -6989994.500000 Penalty: 3543.402344
	Iteration 86Q: 3 clusters Score -6989994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -6989998.000000 Penalty: 3543.402344
	Iteration 87Q: 3 clusters Score -6989998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -6989992.500000 Penalty: 3543.402344
	Iteration 88Q: 3 clusters Score -6989992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -6989992.500000 Penalty: 3543.402344
	Iteration 89F: 3 clusters Score -6989992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Entering Unmasked Estep 
Score: -7801387.000000 Penalty: 1792.634033
	Iteration 0F: 2 clusters Score -7801387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -7760559.500000 Penalty: 3585.268066
	Iteration 0F: 3 clusters Score -7760560 nChanged 29169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -7778118.500000 Penalty: 3585.268066
	Iteration 1F: 3 clusters Score -7778118 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -7779249.000000 Penalty: 3585.268066
	Iteration 2Q: 3 clusters Score -7779249 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -7780587.500000 Penalty: 3585.268066
	Iteration 3Q: 3 clusters Score -7780588 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -7782333.500000 Penalty: 3585.268066
	Iteration 4F: 3 clusters Score -7782334 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -7784376.500000 Penalty: 3585.268066
	Iteration 5F: 3 clusters Score -7784376 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7786919.000000 Penalty: 3585.268066
	Iteration 6F: 3 clusters Score -7786919 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -7789618.500000 Penalty: 3585.268066
	Iteration 7F: 3 clusters Score -7789618 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -7791466.000000 Penalty: 3585.268066
	Iteration 8F: 3 clusters Score -7791466 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -7792371.000000 Penalty: 3585.268066
	Iteration 9Q: 3 clusters Score -7792371 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -7792773.500000 Penalty: 3585.268066
	Iteration 10Q: 3 clusters Score -7792774 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -7793089.500000 Penalty: 3585.268066
	Iteration 11Q: 3 clusters Score -7793090 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -7793353.000000 Penalty: 3585.268066
	Iteration 12Q: 3 clusters Score -7793353 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -7793610.500000 Penalty: 3585.268066
	Iteration 13Q: 3 clusters Score -7793610 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -7793839.000000 Penalty: 3585.268066
	Iteration 14Q: 3 clusters Score -7793839 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7794084.500000 Penalty: 3585.268066
	Iteration 15Q: 3 clusters Score -7794084 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -7794353.500000 Penalty: 3585.268066
	Iteration 16Q: 3 clusters Score -7794354 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -7794624.500000 Penalty: 3585.268066
	Iteration 17Q: 3 clusters Score -7794624 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -7794894.000000 Penalty: 3585.268066
	Iteration 18Q: 3 clusters Score -7794894 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -7795190.500000 Penalty: 3585.268066
	Iteration 19Q: 3 clusters Score -7795190 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -7795440.500000 Penalty: 3585.268066
	Iteration 20F: 3 clusters Score -7795440 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -7795644.500000 Penalty: 3585.268066
	Iteration 21Q: 3 clusters Score -7795644 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -7795849.500000 Penalty: 3585.268066
	Iteration 22Q: 3 clusters Score -7795850 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -7795980.500000 Penalty: 3585.268066
	Iteration 23Q: 3 clusters Score -7795980 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -7796130.500000 Penalty: 3585.268066
	Iteration 24Q: 3 clusters Score -7796130 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -7796292.500000 Penalty: 3585.268066
	Iteration 25Q: 3 clusters Score -7796292 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -7796394.500000 Penalty: 3585.268066
	Iteration 26Q: 3 clusters Score -7796394 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -7796505.000000 Penalty: 3585.268066
	Iteration 27Q: 3 clusters Score -7796505 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -7796566.000000 Penalty: 3585.268066
	Iteration 28Q: 3 clusters Score -7796566 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -7796655.500000 Penalty: 3585.268066
	Iteration 29Q: 3 clusters Score -7796656 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -7796741.500000 Penalty: 3585.268066
	Iteration 30Q: 3 clusters Score -7796742 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -7796812.500000 Penalty: 3585.268066
	Iteration 31Q: 3 clusters Score -7796812 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -7796910.000000 Penalty: 3585.268066
	Iteration 32Q: 3 clusters Score -7796910 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -7796973.500000 Penalty: 3585.268066
	Iteration 33Q: 3 clusters Score -7796974 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -7797056.500000 Penalty: 3585.268066
	Iteration 34Q: 3 clusters Score -7797056 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -7797183.500000 Penalty: 3585.268066
	Iteration 35Q: 3 clusters Score -7797184 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -7797264.500000 Penalty: 3585.268066
	Iteration 36Q: 3 clusters Score -7797264 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -7797337.500000 Penalty: 3585.268066
	Iteration 37Q: 3 clusters Score -7797338 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -7797429.500000 Penalty: 3585.268066
	Iteration 38Q: 3 clusters Score -7797430 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -7797507.500000 Penalty: 3585.268066
	Iteration 39Q: 3 clusters Score -7797508 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -7797614.500000 Penalty: 3585.268066
	Iteration 40F: 3 clusters Score -7797614 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -7797727.000000 Penalty: 3585.268066
	Iteration 41Q: 3 clusters Score -7797727 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -7797858.000000 Penalty: 3585.268066
	Iteration 42Q: 3 clusters Score -7797858 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -7797957.500000 Penalty: 3585.268066
	Iteration 43Q: 3 clusters Score -7797958 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -7798070.500000 Penalty: 3585.268066
	Iteration 44Q: 3 clusters Score -7798070 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -7798127.500000 Penalty: 3585.268066
	Iteration 45Q: 3 clusters Score -7798128 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -7798202.000000 Penalty: 3585.268066
	Iteration 46Q: 3 clusters Score -7798202 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -7798288.000000 Penalty: 3585.268066
	Iteration 47Q: 3 clusters Score -7798288 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -7798383.500000 Penalty: 3585.268066
	Iteration 48Q: 3 clusters Score -7798384 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -7798488.000000 Penalty: 3585.268066
	Iteration 49Q: 3 clusters Score -7798488 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -7798596.000000 Penalty: 3585.268066
	Iteration 50Q: 3 clusters Score -7798596 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -7798723.500000 Penalty: 3585.268066
	Iteration 51Q: 3 clusters Score -7798724 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -7798806.000000 Penalty: 3585.268066
	Iteration 52Q: 3 clusters Score -7798806 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -7798899.000000 Penalty: 3585.268066
	Iteration 53Q: 3 clusters Score -7798899 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -7798967.000000 Penalty: 3585.268066
	Iteration 54Q: 3 clusters Score -7798967 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -7799049.000000 Penalty: 3585.268066
	Iteration 55Q: 3 clusters Score -7799049 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -7799148.000000 Penalty: 3585.268066
	Iteration 56Q: 3 clusters Score -7799148 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -7799205.500000 Penalty: 3585.268066
	Iteration 57Q: 3 clusters Score -7799206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -7799287.500000 Penalty: 3585.268066
	Iteration 58Q: 3 clusters Score -7799288 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -7799326.500000 Penalty: 3585.268066
	Iteration 59Q: 3 clusters Score -7799326 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -7799351.000000 Penalty: 3585.268066
	Iteration 60F: 3 clusters Score -7799351 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -7799367.000000 Penalty: 3585.268066
	Iteration 61Q: 3 clusters Score -7799367 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -7799390.000000 Penalty: 3585.268066
	Iteration 62Q: 3 clusters Score -7799390 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -7799409.000000 Penalty: 3585.268066
	Iteration 63Q: 3 clusters Score -7799409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -7799421.500000 Penalty: 3585.268066
	Iteration 64Q: 3 clusters Score -7799422 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -7799451.500000 Penalty: 3585.268066
	Iteration 65Q: 3 clusters Score -7799452 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -7799458.000000 Penalty: 3585.268066
	Iteration 66Q: 3 clusters Score -7799458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -7799486.500000 Penalty: 3585.268066
	Iteration 67Q: 3 clusters Score -7799486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -7799485.000000 Penalty: 3585.268066
	Iteration 68Q: 3 clusters Score -7799485 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -7799483.000000 Penalty: 3585.268066
	Iteration 69Q: 3 clusters Score -7799483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -7799501.000000 Penalty: 3585.268066
	Iteration 70Q: 3 clusters Score -7799501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -7799508.000000 Penalty: 3585.268066
	Iteration 71Q: 3 clusters Score -7799508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -7799514.000000 Penalty: 3585.268066
	Iteration 72Q: 3 clusters Score -7799514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -7799533.500000 Penalty: 3585.268066
	Iteration 73Q: 3 clusters Score -7799534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -7799536.500000 Penalty: 3585.268066
	Iteration 74Q: 3 clusters Score -7799536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -7799525.000000 Penalty: 3585.268066
	Iteration 75Q: 3 clusters Score -7799525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -7799526.500000 Penalty: 3585.268066
	Iteration 76Q: 3 clusters Score -7799526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -7799530.500000 Penalty: 3585.268066
	Iteration 77Q: 3 clusters Score -7799530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -7799535.000000 Penalty: 3585.268066
	Iteration 78Q: 3 clusters Score -7799535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -7799546.500000 Penalty: 3585.268066
	Iteration 79Q: 3 clusters Score -7799546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -7799537.000000 Penalty: 3585.268066
	Iteration 80F: 3 clusters Score -7799537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -7799543.000000 Penalty: 3585.268066
	Iteration 81Q: 3 clusters Score -7799543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -7799530.500000 Penalty: 3585.268066
	Iteration 82Q: 3 clusters Score -7799530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -7799537.000000 Penalty: 3585.268066
	Iteration 83Q: 3 clusters Score -7799537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -7799548.000000 Penalty: 3585.268066
	Iteration 84Q: 3 clusters Score -7799548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -7799560.500000 Penalty: 3585.268066
	Iteration 85Q: 3 clusters Score -7799560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -7799574.500000 Penalty: 3585.268066
	Iteration 86Q: 3 clusters Score -7799574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -7799595.500000 Penalty: 3585.268066
	Iteration 87Q: 3 clusters Score -7799596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -7799603.000000 Penalty: 3585.268066
	Iteration 88Q: 3 clusters Score -7799603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -7799612.000000 Penalty: 3585.268066
	Iteration 89Q: 3 clusters Score -7799612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7799620.500000 Penalty: 3585.268066
	Iteration 90Q: 3 clusters Score -7799620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -7799620.000000 Penalty: 3585.268066
	Iteration 91Q: 3 clusters Score -7799620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -7799617.000000 Penalty: 3585.268066
	Iteration 92Q: 3 clusters Score -7799617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -7799630.500000 Penalty: 3585.268066
	Iteration 93Q: 3 clusters Score -7799630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -7799640.500000 Penalty: 3585.268066
	Iteration 94Q: 3 clusters Score -7799640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -7799636.500000 Penalty: 3585.268066
	Iteration 95Q: 3 clusters Score -7799636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -7799646.500000 Penalty: 3585.268066
	Iteration 96Q: 3 clusters Score -7799646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -7799657.000000 Penalty: 3585.268066
	Iteration 97Q: 3 clusters Score -7799657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -7799663.500000 Penalty: 3585.268066
	Iteration 98Q: 3 clusters Score -7799664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -7799668.000000 Penalty: 3585.268066
	Iteration 99Q: 3 clusters Score -7799668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -7799681.000000 Penalty: 3585.268066
	Iteration 100F: 3 clusters Score -7799681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -7799696.000000 Penalty: 3585.268066
	Iteration 101Q: 3 clusters Score -7799696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -7799693.000000 Penalty: 3585.268066
	Iteration 102Q: 3 clusters Score -7799693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -7799701.000000 Penalty: 3585.268066
	Iteration 103Q: 3 clusters Score -7799701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -7799708.500000 Penalty: 3585.268066
	Iteration 104Q: 3 clusters Score -7799708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -7799723.500000 Penalty: 3585.268066
	Iteration 105Q: 3 clusters Score -7799724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -7799730.500000 Penalty: 3585.268066
	Iteration 106Q: 3 clusters Score -7799730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -7799739.500000 Penalty: 3585.268066
	Iteration 107Q: 3 clusters Score -7799740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -7799737.000000 Penalty: 3585.268066
	Iteration 108Q: 3 clusters Score -7799737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -7799748.000000 Penalty: 3585.268066
	Iteration 109Q: 3 clusters Score -7799748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -7799764.000000 Penalty: 3585.268066
	Iteration 110Q: 3 clusters Score -7799764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -7799776.500000 Penalty: 3585.268066
	Iteration 111Q: 3 clusters Score -7799776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -7799783.500000 Penalty: 3585.268066
	Iteration 112Q: 3 clusters Score -7799784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -7799787.000000 Penalty: 3585.268066
	Iteration 113Q: 3 clusters Score -7799787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -7799786.500000 Penalty: 3585.268066
	Iteration 114Q: 3 clusters Score -7799786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -7799801.500000 Penalty: 3585.268066
	Iteration 115Q: 3 clusters Score -7799802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -7799809.000000 Penalty: 3585.268066
	Iteration 116Q: 3 clusters Score -7799809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -7799803.500000 Penalty: 3585.268066
	Iteration 117Q: 3 clusters Score -7799804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -7799803.500000 Penalty: 3585.268066
	Iteration 118Q: 3 clusters Score -7799804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -7799804.000000 Penalty: 3585.268066
	Iteration 119Q: 3 clusters Score -7799804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -7799809.000000 Penalty: 3585.268066
	Iteration 120F: 3 clusters Score -7799809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -7799815.000000 Penalty: 3585.268066
	Iteration 121Q: 3 clusters Score -7799815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -7799823.000000 Penalty: 3585.268066
	Iteration 122Q: 3 clusters Score -7799823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -7799828.000000 Penalty: 3585.268066
	Iteration 123Q: 3 clusters Score -7799828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -7799833.000000 Penalty: 3585.268066
	Iteration 124Q: 3 clusters Score -7799833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -7799847.500000 Penalty: 3585.268066
	Iteration 125Q: 3 clusters Score -7799848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -7799875.500000 Penalty: 3585.268066
	Iteration 126Q: 3 clusters Score -7799876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -7799892.500000 Penalty: 3585.268066
	Iteration 127Q: 3 clusters Score -7799892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -7799893.500000 Penalty: 3585.268066
	Iteration 128Q: 3 clusters Score -7799894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -7799911.000000 Penalty: 3585.268066
	Iteration 129Q: 3 clusters Score -7799911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -7799922.000000 Penalty: 3585.268066
	Iteration 130Q: 3 clusters Score -7799922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -7799955.000000 Penalty: 3585.268066
	Iteration 131Q: 3 clusters Score -7799955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -7799970.500000 Penalty: 3585.268066
	Iteration 132Q: 3 clusters Score -7799970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -7799989.000000 Penalty: 3585.268066
	Iteration 133Q: 3 clusters Score -7799989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -7800005.500000 Penalty: 3585.268066
	Iteration 134Q: 3 clusters Score -7800006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -7800004.500000 Penalty: 3585.268066
	Iteration 135Q: 3 clusters Score -7800004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -7800009.500000 Penalty: 3585.268066
	Iteration 136Q: 3 clusters Score -7800010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -7800022.000000 Penalty: 3585.268066
	Iteration 137Q: 3 clusters Score -7800022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -7800031.000000 Penalty: 3585.268066
	Iteration 138Q: 3 clusters Score -7800031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -7800026.000000 Penalty: 3585.268066
	Iteration 139Q: 3 clusters Score -7800026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -7800028.000000 Penalty: 3585.268066
	Iteration 140F: 3 clusters Score -7800028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -7800025.500000 Penalty: 3585.268066
	Iteration 141Q: 3 clusters Score -7800026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -7800027.000000 Penalty: 3585.268066
	Iteration 142Q: 3 clusters Score -7800027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -7800027.000000 Penalty: 3585.268066
	Iteration 143F: 3 clusters Score -7800027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Entering Unmasked Estep 
Score: -3433868.000000 Penalty: 1657.432373
	Iteration 0F: 2 clusters Score -3433868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3415796.750000 Penalty: 3314.864746
	Iteration 0F: 3 clusters Score -3415797 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3422576.500000 Penalty: 3314.864746
	Iteration 1F: 3 clusters Score -3422576 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3422935.250000 Penalty: 3314.864746
	Iteration 2Q: 3 clusters Score -3422935 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3423249.250000 Penalty: 3314.864746
	Iteration 3Q: 3 clusters Score -3423249 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3423532.000000 Penalty: 3314.864746
	Iteration 4Q: 3 clusters Score -3423532 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3423828.750000 Penalty: 3314.864746
	Iteration 5Q: 3 clusters Score -3423829 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3424170.750000 Penalty: 3314.864746
	Iteration 6Q: 3 clusters Score -3424171 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3424641.250000 Penalty: 3314.864746
	Iteration 7Q: 3 clusters Score -3424641 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3425322.000000 Penalty: 3314.864746
	Iteration 8Q: 3 clusters Score -3425322 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3426189.250000 Penalty: 3314.864746
	Iteration 9Q: 3 clusters Score -3426189 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3427086.250000 Penalty: 3314.864746
	Iteration 10Q: 3 clusters Score -3427086 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3427924.500000 Penalty: 3314.864746
	Iteration 11Q: 3 clusters Score -3427924 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3428453.000000 Penalty: 3314.864746
	Iteration 12Q: 3 clusters Score -3428453 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3428731.250000 Penalty: 3314.864746
	Iteration 13Q: 3 clusters Score -3428731 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3428913.750000 Penalty: 3314.864746
	Iteration 14Q: 3 clusters Score -3428914 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3429061.250000 Penalty: 3314.864746
	Iteration 15Q: 3 clusters Score -3429061 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3429202.750000 Penalty: 3314.864746
	Iteration 16Q: 3 clusters Score -3429203 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3429315.750000 Penalty: 3314.864746
	Iteration 17Q: 3 clusters Score -3429316 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3429448.000000 Penalty: 3314.864746
	Iteration 18Q: 3 clusters Score -3429448 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3429588.000000 Penalty: 3314.864746
	Iteration 19Q: 3 clusters Score -3429588 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3429719.750000 Penalty: 3314.864746
	Iteration 20F: 3 clusters Score -3429720 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3429808.250000 Penalty: 3314.864746
	Iteration 21Q: 3 clusters Score -3429808 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3429933.500000 Penalty: 3314.864746
	Iteration 22Q: 3 clusters Score -3429934 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3430051.000000 Penalty: 3314.864746
	Iteration 23Q: 3 clusters Score -3430051 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3430164.250000 Penalty: 3314.864746
	Iteration 24Q: 3 clusters Score -3430164 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3430288.750000 Penalty: 3314.864746
	Iteration 25Q: 3 clusters Score -3430289 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3430416.250000 Penalty: 3314.864746
	Iteration 26Q: 3 clusters Score -3430416 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3430590.250000 Penalty: 3314.864746
	Iteration 27Q: 3 clusters Score -3430590 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3430762.000000 Penalty: 3314.864746
	Iteration 28Q: 3 clusters Score -3430762 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3430958.750000 Penalty: 3314.864746
	Iteration 29Q: 3 clusters Score -3430959 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3431193.750000 Penalty: 3314.864746
	Iteration 30Q: 3 clusters Score -3431194 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3431403.000000 Penalty: 3314.864746
	Iteration 31Q: 3 clusters Score -3431403 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3431589.000000 Penalty: 3314.864746
	Iteration 32Q: 3 clusters Score -3431589 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3431754.500000 Penalty: 3314.864746
	Iteration 33Q: 3 clusters Score -3431754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3431891.500000 Penalty: 3314.864746
	Iteration 34Q: 3 clusters Score -3431892 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3432014.000000 Penalty: 3314.864746
	Iteration 35Q: 3 clusters Score -3432014 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3432123.750000 Penalty: 3314.864746
	Iteration 36Q: 3 clusters Score -3432124 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3432211.500000 Penalty: 3314.864746
	Iteration 37Q: 3 clusters Score -3432212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3432267.750000 Penalty: 3314.864746
	Iteration 38Q: 3 clusters Score -3432268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3432321.750000 Penalty: 3314.864746
	Iteration 39Q: 3 clusters Score -3432322 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3432355.750000 Penalty: 3314.864746
	Iteration 40F: 3 clusters Score -3432356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3432386.000000 Penalty: 3314.864746
	Iteration 41Q: 3 clusters Score -3432386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3432394.750000 Penalty: 3314.864746
	Iteration 42Q: 3 clusters Score -3432395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3432403.750000 Penalty: 3314.864746
	Iteration 43Q: 3 clusters Score -3432404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3432414.750000 Penalty: 3314.864746
	Iteration 44Q: 3 clusters Score -3432415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3432429.000000 Penalty: 3314.864746
	Iteration 45Q: 3 clusters Score -3432429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3432437.500000 Penalty: 3314.864746
	Iteration 46Q: 3 clusters Score -3432438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3432451.250000 Penalty: 3314.864746
	Iteration 47Q: 3 clusters Score -3432451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3432460.000000 Penalty: 3314.864746
	Iteration 48Q: 3 clusters Score -3432460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3432465.250000 Penalty: 3314.864746
	Iteration 49Q: 3 clusters Score -3432465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3432475.000000 Penalty: 3314.864746
	Iteration 50Q: 3 clusters Score -3432475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3432480.000000 Penalty: 3314.864746
	Iteration 51Q: 3 clusters Score -3432480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3432482.750000 Penalty: 3314.864746
	Iteration 52Q: 3 clusters Score -3432483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3432489.750000 Penalty: 3314.864746
	Iteration 53Q: 3 clusters Score -3432490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3432494.250000 Penalty: 3314.864746
	Iteration 54Q: 3 clusters Score -3432494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3432503.250000 Penalty: 3314.864746
	Iteration 55Q: 3 clusters Score -3432503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3432504.250000 Penalty: 3314.864746
	Iteration 56Q: 3 clusters Score -3432504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3432515.500000 Penalty: 3314.864746
	Iteration 57Q: 3 clusters Score -3432516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3432514.250000 Penalty: 3314.864746
	Iteration 58Q: 3 clusters Score -3432514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3432518.750000 Penalty: 3314.864746
	Iteration 59Q: 3 clusters Score -3432519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3432522.750000 Penalty: 3314.864746
	Iteration 60F: 3 clusters Score -3432523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3432525.000000 Penalty: 3314.864746
	Iteration 61Q: 3 clusters Score -3432525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3432524.250000 Penalty: 3314.864746
	Iteration 62Q: 3 clusters Score -3432524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3432528.500000 Penalty: 3314.864746
	Iteration 63Q: 3 clusters Score -3432528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3432535.750000 Penalty: 3314.864746
	Iteration 64Q: 3 clusters Score -3432536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3432536.000000 Penalty: 3314.864746
	Iteration 65Q: 3 clusters Score -3432536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3432536.000000 Penalty: 3314.864746
	Iteration 66Q: 3 clusters Score -3432536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3432538.250000 Penalty: 3314.864746
	Iteration 67Q: 3 clusters Score -3432538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3432540.250000 Penalty: 3314.864746
	Iteration 68Q: 3 clusters Score -3432540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3432537.000000 Penalty: 3314.864746
	Iteration 69Q: 3 clusters Score -3432537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3432540.500000 Penalty: 3314.864746
	Iteration 70Q: 3 clusters Score -3432540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3432541.500000 Penalty: 3314.864746
	Iteration 71Q: 3 clusters Score -3432542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3432539.000000 Penalty: 3314.864746
	Iteration 72Q: 3 clusters Score -3432539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3432539.000000 Penalty: 3314.864746
	Iteration 73F: 3 clusters Score -3432539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -700566.437500 Penalty: 1406.160645
	Iteration 0F: 2 clusters Score -700566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -696119.875000 Penalty: 2812.321289
	Iteration 0F: 3 clusters Score -696119.9 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -697349.250000 Penalty: 2812.321289
	Iteration 1F: 3 clusters Score -697349.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -697572.875000 Penalty: 2812.321289
	Iteration 2F: 3 clusters Score -697572.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -697749.437500 Penalty: 2812.321289
	Iteration 3F: 3 clusters Score -697749.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -697877.250000 Penalty: 2812.321289
	Iteration 4Q: 3 clusters Score -697877.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -697998.625000 Penalty: 2812.321289
	Iteration 5Q: 3 clusters Score -697998.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -698117.500000 Penalty: 2812.321289
	Iteration 6Q: 3 clusters Score -698117.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -698263.812500 Penalty: 2812.321289
	Iteration 7Q: 3 clusters Score -698263.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -698409.625000 Penalty: 2812.321289
	Iteration 8Q: 3 clusters Score -698409.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -698567.125000 Penalty: 2812.321289
	Iteration 9Q: 3 clusters Score -698567.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -698744.375000 Penalty: 2812.321289
	Iteration 10Q: 3 clusters Score -698744.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -698931.625000 Penalty: 2812.321289
	Iteration 11Q: 3 clusters Score -698931.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -699107.437500 Penalty: 2812.321289
	Iteration 12Q: 3 clusters Score -699107.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -699245.375000 Penalty: 2812.321289
	Iteration 13Q: 3 clusters Score -699245.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -699335.687500 Penalty: 2812.321289
	Iteration 14Q: 3 clusters Score -699335.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -699405.812500 Penalty: 2812.321289
	Iteration 15Q: 3 clusters Score -699405.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -699461.562500 Penalty: 2812.321289
	Iteration 16Q: 3 clusters Score -699461.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -699499.687500 Penalty: 2812.321289
	Iteration 17Q: 3 clusters Score -699499.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -699525.312500 Penalty: 2812.321289
	Iteration 18Q: 3 clusters Score -699525.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -699538.500000 Penalty: 2812.321289
	Iteration 19Q: 3 clusters Score -699538.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -699543.875000 Penalty: 2812.321289
	Iteration 20F: 3 clusters Score -699543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -699546.062500 Penalty: 2812.321289
	Iteration 21Q: 3 clusters Score -699546.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -699550.312500 Penalty: 2812.321289
	Iteration 22Q: 3 clusters Score -699550.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -699552.375000 Penalty: 2812.321289
	Iteration 23Q: 3 clusters Score -699552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -699553.937500 Penalty: 2812.321289
	Iteration 24Q: 3 clusters Score -699553.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -699556.750000 Penalty: 2812.321289
	Iteration 25Q: 3 clusters Score -699556.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -699558.000000 Penalty: 2812.321289
	Iteration 26Q: 3 clusters Score -699558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -699559.187500 Penalty: 2812.321289
	Iteration 27Q: 3 clusters Score -699559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -699558.875000 Penalty: 2812.321289
	Iteration 28Q: 3 clusters Score -699558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -699558.875000 Penalty: 2812.321289
	Iteration 29F: 3 clusters Score -699558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Entering Unmasked Estep 
Score: -13624192.000000 Penalty: 1881.890503
	Iteration 0F: 2 clusters Score -1.362419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -13562376.000000 Penalty: 3763.781006
	Iteration 0F: 3 clusters Score -1.356238e+07 nChanged 51382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -13592789.000000 Penalty: 3763.781006
	Iteration 1F: 3 clusters Score -1.359279e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -13593881.000000 Penalty: 3763.781006
	Iteration 2Q: 3 clusters Score -1.359388e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -13595301.000000 Penalty: 3763.781006
	Iteration 3Q: 3 clusters Score -1.35953e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -13597002.000000 Penalty: 3763.781006
	Iteration 4Q: 3 clusters Score -1.3597e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -13599233.000000 Penalty: 3763.781006
	Iteration 5Q: 3 clusters Score -1.359923e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -13602210.000000 Penalty: 3763.781006
	Iteration 6F: 3 clusters Score -1.360221e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -13606139.000000 Penalty: 3763.781006
	Iteration 7F: 3 clusters Score -1.360614e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -13610308.000000 Penalty: 3763.781006
	Iteration 8F: 3 clusters Score -1.361031e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -13614026.000000 Penalty: 3763.781006
	Iteration 9F: 3 clusters Score -1.361403e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -13616325.000000 Penalty: 3763.781006
	Iteration 10Q: 3 clusters Score -1.361632e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -13617266.000000 Penalty: 3763.781006
	Iteration 11Q: 3 clusters Score -1.361727e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -13617635.000000 Penalty: 3763.781006
	Iteration 12Q: 3 clusters Score -1.361764e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -13617899.000000 Penalty: 3763.781006
	Iteration 13Q: 3 clusters Score -1.36179e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -13618101.000000 Penalty: 3763.781006
	Iteration 14Q: 3 clusters Score -1.36181e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -13618280.000000 Penalty: 3763.781006
	Iteration 15Q: 3 clusters Score -1.361828e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -13618470.000000 Penalty: 3763.781006
	Iteration 16Q: 3 clusters Score -1.361847e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -13618664.000000 Penalty: 3763.781006
	Iteration 17Q: 3 clusters Score -1.361866e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -13618907.000000 Penalty: 3763.781006
	Iteration 18Q: 3 clusters Score -1.361891e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -13619006.000000 Penalty: 3763.781006
	Iteration 19Q: 3 clusters Score -1.361901e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -13619156.000000 Penalty: 3763.781006
	Iteration 20F: 3 clusters Score -1.361916e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -13619218.000000 Penalty: 3763.781006
	Iteration 21Q: 3 clusters Score -1.361922e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -13619340.000000 Penalty: 3763.781006
	Iteration 22Q: 3 clusters Score -1.361934e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -13619434.000000 Penalty: 3763.781006
	Iteration 23Q: 3 clusters Score -1.361943e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -13619685.000000 Penalty: 3763.781006
	Iteration 24Q: 3 clusters Score -1.361968e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -13619804.000000 Penalty: 3763.781006
	Iteration 25Q: 3 clusters Score -1.36198e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -13619870.000000 Penalty: 3763.781006
	Iteration 26Q: 3 clusters Score -1.361987e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -13619930.000000 Penalty: 3763.781006
	Iteration 27Q: 3 clusters Score -1.361993e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94450 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -13620031.000000 Penalty: 3763.781006
	Iteration 28Q: 3 clusters Score -1.362003e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -13620228.000000 Penalty: 3763.781006
	Iteration 29Q: 3 clusters Score -1.362023e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -13620290.000000 Penalty: 3763.781006
	Iteration 30Q: 3 clusters Score -1.362029e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -13620537.000000 Penalty: 3763.781006
	Iteration 31Q: 3 clusters Score -1.362054e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -13620692.000000 Penalty: 3763.781006
	Iteration 32Q: 3 clusters Score -1.362069e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -13620889.000000 Penalty: 3763.781006
	Iteration 33Q: 3 clusters Score -1.362089e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -13621097.000000 Penalty: 3763.781006
	Iteration 34Q: 3 clusters Score -1.36211e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -13621342.000000 Penalty: 3763.781006
	Iteration 35Q: 3 clusters Score -1.362134e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -13621538.000000 Penalty: 3763.781006
	Iteration 36Q: 3 clusters Score -1.362154e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -13621748.000000 Penalty: 3763.781006
	Iteration 37Q: 3 clusters Score -1.362175e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -13622084.000000 Penalty: 3763.781006
	Iteration 38Q: 3 clusters Score -1.362208e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100121 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -13622305.000000 Penalty: 3763.781006
	Iteration 39Q: 3 clusters Score -1.36223e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100516 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -13622538.000000 Penalty: 3763.781006
	Iteration 40F: 3 clusters Score -1.362254e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -13622824.000000 Penalty: 3763.781006
	Iteration 41Q: 3 clusters Score -1.362282e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101240 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -13623044.000000 Penalty: 3763.781006
	Iteration 42Q: 3 clusters Score -1.362304e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -13623230.000000 Penalty: 3763.781006
	Iteration 43Q: 3 clusters Score -1.362323e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -13623526.000000 Penalty: 3763.781006
	Iteration 44Q: 3 clusters Score -1.362353e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -13623757.000000 Penalty: 3763.781006
	Iteration 45Q: 3 clusters Score -1.362376e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102393 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -13623985.000000 Penalty: 3763.781006
	Iteration 46Q: 3 clusters Score -1.362398e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -13624154.000000 Penalty: 3763.781006
	Iteration 47Q: 3 clusters Score -1.362415e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -13624280.000000 Penalty: 3763.781006
	Iteration 48Q: 3 clusters Score -1.362428e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -13624323.000000 Penalty: 3763.781006
	Iteration 49Q: 3 clusters Score -1.362432e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -13624413.000000 Penalty: 3763.781006
	Iteration 50Q: 3 clusters Score -1.362441e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -13624464.000000 Penalty: 3763.781006
	Iteration 51Q: 3 clusters Score -1.362446e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -13624482.000000 Penalty: 3763.781006
	Iteration 52Q: 3 clusters Score -1.362448e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -13624493.000000 Penalty: 3763.781006
	Iteration 53Q: 3 clusters Score -1.362449e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -13624503.000000 Penalty: 3763.781006
	Iteration 54Q: 3 clusters Score -1.36245e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -13624518.000000 Penalty: 3763.781006
	Iteration 55Q: 3 clusters Score -1.362452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103635 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -13624500.000000 Penalty: 3763.781006
	Iteration 56Q: 3 clusters Score -1.36245e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -13624534.000000 Penalty: 3763.781006
	Iteration 57Q: 3 clusters Score -1.362453e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103755 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -13624526.000000 Penalty: 3763.781006
	Iteration 58Q: 3 clusters Score -1.362453e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -13624505.000000 Penalty: 3763.781006
	Iteration 59Q: 3 clusters Score -1.36245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103830 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -13624492.000000 Penalty: 3763.781006
	Iteration 60F: 3 clusters Score -1.362449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -13624496.000000 Penalty: 3763.781006
	Iteration 61Q: 3 clusters Score -1.36245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -13624486.000000 Penalty: 3763.781006
	Iteration 62Q: 3 clusters Score -1.362449e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103924 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -13624497.000000 Penalty: 3763.781006
	Iteration 63Q: 3 clusters Score -1.36245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -13624503.000000 Penalty: 3763.781006
	Iteration 64Q: 3 clusters Score -1.36245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -13624512.000000 Penalty: 3763.781006
	Iteration 65Q: 3 clusters Score -1.362451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -13624500.000000 Penalty: 3763.781006
	Iteration 66Q: 3 clusters Score -1.36245e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -13624473.000000 Penalty: 3763.781006
	Iteration 67Q: 3 clusters Score -1.362447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -13624472.000000 Penalty: 3763.781006
	Iteration 68Q: 3 clusters Score -1.362447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -13624463.000000 Penalty: 3763.781006
	Iteration 69Q: 3 clusters Score -1.362446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -13624466.000000 Penalty: 3763.781006
	Iteration 70Q: 3 clusters Score -1.362447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -13624467.000000 Penalty: 3763.781006
	Iteration 71Q: 3 clusters Score -1.362447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104024 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -13624469.000000 Penalty: 3763.781006
	Iteration 72Q: 3 clusters Score -1.362447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -13624463.000000 Penalty: 3763.781006
	Iteration 73Q: 3 clusters Score -1.362446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -13624462.000000 Penalty: 3763.781006
	Iteration 74Q: 3 clusters Score -1.362446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -13624462.000000 Penalty: 3763.781006
	Iteration 75F: 3 clusters Score -1.362446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44598 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6535 members 
Mstep: Class 7 contains 42502 members 
Mstep: Class 8 contains 80957 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 11 contains 54327 members 
Mstep: Class 13 contains 61796 members 
Mstep: Class 15 contains 26892 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 104029 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
Score: -65787596.000000 Penalty: 34249.644531
Splitting cluster 18 changes total score from -65787672.000000 to -65787596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16660.490234 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16660.49 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16884.888672 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -16884.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16999.449219 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -16999.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17043.144531 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -17043.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17054.023438 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -17054.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17054.023438 Penalty: 1740.890625
	Iteration 5F: 3 clusters Score -17054.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -175482.750000 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -175482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173698.328125 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -173698.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -174080.015625 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -174080 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174207.859375 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -174207.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174282.921875 Penalty: 2379.386230
	Iteration 3F: 3 clusters Score -174282.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -174323.109375 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -174323.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -174365.234375 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -174365.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -174415.968750 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -174416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -174465.078125 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -174465.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -174544.296875 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -174544.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -174621.703125 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -174621.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174670.765625 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -174670.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -174719.343750 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -174719.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174751.187500 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -174751.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -174782.765625 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -174782.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -174824.031250 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -174824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -174858.250000 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -174858.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -174885.484375 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -174885.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -174905.671875 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -174905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -174918.953125 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -174919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -174929.968750 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -174930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -174933.484375 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -174933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -174936.781250 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -174936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -174938.343750 Penalty: 2379.386230
	Iteration 22Q: 3 clusters Score -174938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -174938.656250 Penalty: 2379.386230
	Iteration 23Q: 3 clusters Score -174938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -174939.203125 Penalty: 2379.386230
	Iteration 24Q: 3 clusters Score -174939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -174939.203125 Penalty: 2379.386230
	Iteration 25F: 3 clusters Score -174939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44598 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6535 members 
Mstep: Class 7 contains 42502 members 
Mstep: Class 8 contains 80957 members 
Mstep: Class 11 contains 54327 members 
Mstep: Class 13 contains 61796 members 
Mstep: Class 15 contains 26892 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107030 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787624.000000 Penalty: 32109.041016
Iteration 239Q: 16 clusters Score -6.578762e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 27746 members 
Mstep: Class 4 contains 44583 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6539 members 
Mstep: Class 7 contains 42394 members 
Mstep: Class 8 contains 80962 members 
Mstep: Class 11 contains 54408 members 
Mstep: Class 13 contains 61830 members 
Mstep: Class 15 contains 26888 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107043 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787660.000000 Penalty: 32109.041016
Iteration 240F: 16 clusters Score -6.578766e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 44579 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 42270 members 
Mstep: Class 8 contains 80966 members 
Mstep: Class 11 contains 54474 members 
Mstep: Class 13 contains 61856 members 
Mstep: Class 15 contains 26891 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107062 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 16 clusters Score -6.578768e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 27749 members 
Mstep: Class 4 contains 44579 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6547 members 
Mstep: Class 7 contains 42175 members 
Mstep: Class 8 contains 80967 members 
Mstep: Class 11 contains 54513 members 
Mstep: Class 13 contains 61882 members 
Mstep: Class 15 contains 26896 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107089 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 16 clusters Score -6.578762e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 14221 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 44573 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6550 members 
Mstep: Class 7 contains 42065 members 
Mstep: Class 8 contains 80965 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 13 contains 61914 members 
Mstep: Class 15 contains 26899 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107109 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 16 clusters Score -6.578756e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 14217 members 
Mstep: Class 3 contains 27745 members 
Mstep: Class 4 contains 44565 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6552 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 80966 members 
Mstep: Class 11 contains 54659 members 
Mstep: Class 13 contains 61934 members 
Mstep: Class 15 contains 26899 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107142 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 16 clusters Score -6.578751e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 14209 members 
Mstep: Class 3 contains 27745 members 
Mstep: Class 4 contains 44557 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6553 members 
Mstep: Class 7 contains 41904 members 
Mstep: Class 8 contains 80966 members 
Mstep: Class 11 contains 54680 members 
Mstep: Class 13 contains 61961 members 
Mstep: Class 15 contains 26895 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107170 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 16 clusters Score -6.578743e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 14205 members 
Mstep: Class 3 contains 27745 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6557 members 
Mstep: Class 7 contains 41849 members 
Mstep: Class 8 contains 80965 members 
Mstep: Class 11 contains 54684 members 
Mstep: Class 13 contains 61989 members 
Mstep: Class 15 contains 26893 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107206 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 16 clusters Score -6.578742e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 14207 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44536 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6559 members 
Mstep: Class 7 contains 41815 members 
Mstep: Class 8 contains 80976 members 
Mstep: Class 11 contains 54652 members 
Mstep: Class 13 contains 62017 members 
Mstep: Class 15 contains 26884 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107250 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 16 clusters Score -6.578718e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 14211 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44542 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 41815 members 
Mstep: Class 8 contains 80985 members 
Mstep: Class 11 contains 54592 members 
Mstep: Class 13 contains 62047 members 
Mstep: Class 15 contains 26877 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107270 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 248Q: 16 clusters Score -6.578703e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44541 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 41802 members 
Mstep: Class 8 contains 80994 members 
Mstep: Class 11 contains 54548 members 
Mstep: Class 13 contains 62089 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107287 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 249Q: 16 clusters Score -6.578703e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 14220 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44536 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 41807 members 
Mstep: Class 8 contains 80998 members 
Mstep: Class 11 contains 54484 members 
Mstep: Class 13 contains 62126 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107305 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787088.000000 Penalty: 32109.041016
Iteration 250Q: 16 clusters Score -6.578709e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 41838 members 
Mstep: Class 8 contains 81005 members 
Mstep: Class 11 contains 54400 members 
Mstep: Class 13 contains 62149 members 
Mstep: Class 15 contains 26874 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107321 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787004.000000 Penalty: 32109.041016
Iteration 251Q: 16 clusters Score -6.5787e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 41894 members 
Mstep: Class 8 contains 81002 members 
Mstep: Class 11 contains 54319 members 
Mstep: Class 13 contains 62165 members 
Mstep: Class 15 contains 26866 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107332 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787024.000000 Penalty: 32109.041016
Iteration 252Q: 16 clusters Score -6.578702e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 41965 members 
Mstep: Class 8 contains 81007 members 
Mstep: Class 11 contains 54220 members 
Mstep: Class 13 contains 62173 members 
Mstep: Class 15 contains 26858 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107349 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786940.000000 Penalty: 32109.041016
Iteration 253Q: 16 clusters Score -6.578694e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44520 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 42034 members 
Mstep: Class 8 contains 81008 members 
Mstep: Class 11 contains 54115 members 
Mstep: Class 13 contains 62185 members 
Mstep: Class 15 contains 26849 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107378 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786964.000000 Penalty: 32109.041016
Iteration 254Q: 16 clusters Score -6.578696e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 44519 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 42098 members 
Mstep: Class 8 contains 81010 members 
Mstep: Class 11 contains 54013 members 
Mstep: Class 13 contains 62206 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107405 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786844.000000 Penalty: 32109.041016
Iteration 255Q: 16 clusters Score -6.578684e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 44510 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 42191 members 
Mstep: Class 8 contains 81018 members 
Mstep: Class 11 contains 53888 members 
Mstep: Class 13 contains 62238 members 
Mstep: Class 15 contains 26837 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107418 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786856.000000 Penalty: 32109.041016
Iteration 256Q: 16 clusters Score -6.578686e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 14251 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 44517 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 42293 members 
Mstep: Class 8 contains 81012 members 
Mstep: Class 11 contains 53781 members 
Mstep: Class 13 contains 62261 members 
Mstep: Class 15 contains 26832 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107400 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786800.000000 Penalty: 32109.041016
Iteration 257Q: 16 clusters Score -6.57868e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 44508 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6568 members 
Mstep: Class 7 contains 42446 members 
Mstep: Class 8 contains 81003 members 
Mstep: Class 11 contains 53645 members 
Mstep: Class 13 contains 62279 members 
Mstep: Class 15 contains 26831 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107385 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 16 clusters Score -6.578678e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 44505 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 42589 members 
Mstep: Class 8 contains 80993 members 
Mstep: Class 11 contains 53516 members 
Mstep: Class 13 contains 62291 members 
Mstep: Class 15 contains 26828 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107378 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 16 clusters Score -6.578668e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 44497 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 42763 members 
Mstep: Class 8 contains 80980 members 
Mstep: Class 11 contains 53364 members 
Mstep: Class 13 contains 62301 members 
Mstep: Class 15 contains 26823 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107377 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786668.000000 Penalty: 32109.041016
Iteration 260F: 16 clusters Score -6.578667e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 44491 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 42962 members 
Mstep: Class 8 contains 80965 members 
Mstep: Class 11 contains 53194 members 
Mstep: Class 13 contains 62299 members 
Mstep: Class 15 contains 26819 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107381 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786564.000000 Penalty: 32109.041016
Iteration 261Q: 16 clusters Score -6.578656e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 44483 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 43163 members 
Mstep: Class 8 contains 80962 members 
Mstep: Class 11 contains 53012 members 
Mstep: Class 13 contains 62303 members 
Mstep: Class 15 contains 26811 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107382 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786596.000000 Penalty: 32109.041016
Iteration 262Q: 16 clusters Score -6.57866e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 44466 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 43350 members 
Mstep: Class 8 contains 80959 members 
Mstep: Class 11 contains 52857 members 
Mstep: Class 13 contains 62295 members 
Mstep: Class 15 contains 26803 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107390 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786584.000000 Penalty: 32109.041016
Iteration 263Q: 16 clusters Score -6.578658e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 44454 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 43530 members 
Mstep: Class 8 contains 80951 members 
Mstep: Class 11 contains 52709 members 
Mstep: Class 13 contains 62298 members 
Mstep: Class 15 contains 26797 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107381 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 16 clusters Score -6.57866e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 44448 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 43717 members 
Mstep: Class 8 contains 80941 members 
Mstep: Class 11 contains 52528 members 
Mstep: Class 13 contains 62307 members 
Mstep: Class 15 contains 26798 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107382 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786584.000000 Penalty: 32109.041016
Iteration 265Q: 16 clusters Score -6.578658e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 44440 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 43947 members 
Mstep: Class 8 contains 80927 members 
Mstep: Class 11 contains 52321 members 
Mstep: Class 13 contains 62309 members 
Mstep: Class 15 contains 26800 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107382 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 266Q: 16 clusters Score -6.578664e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44435 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 44211 members 
Mstep: Class 8 contains 80913 members 
Mstep: Class 11 contains 52107 members 
Mstep: Class 13 contains 62301 members 
Mstep: Class 15 contains 26798 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107365 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 267Q: 16 clusters Score -6.57865e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 14237 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44418 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 44463 members 
Mstep: Class 8 contains 80903 members 
Mstep: Class 11 contains 51885 members 
Mstep: Class 13 contains 62300 members 
Mstep: Class 15 contains 26794 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107366 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 268Q: 16 clusters Score -6.578658e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44392 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6568 members 
Mstep: Class 7 contains 44743 members 
Mstep: Class 8 contains 80894 members 
Mstep: Class 11 contains 51661 members 
Mstep: Class 13 contains 62286 members 
Mstep: Class 15 contains 26790 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107365 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786664.000000 Penalty: 32109.041016
Iteration 269Q: 16 clusters Score -6.578666e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 14232 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 44363 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 45027 members 
Mstep: Class 8 contains 80895 members 
Mstep: Class 11 contains 51439 members 
Mstep: Class 13 contains 62259 members 
Mstep: Class 15 contains 26787 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107363 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786716.000000 Penalty: 32109.041016
Iteration 270Q: 16 clusters Score -6.578672e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 44340 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 45330 members 
Mstep: Class 8 contains 80888 members 
Mstep: Class 11 contains 51202 members 
Mstep: Class 13 contains 62250 members 
Mstep: Class 15 contains 26782 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107347 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786760.000000 Penalty: 32109.041016
Iteration 271Q: 16 clusters Score -6.578676e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 44329 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6562 members 
Mstep: Class 7 contains 45628 members 
Mstep: Class 8 contains 80881 members 
Mstep: Class 11 contains 50976 members 
Mstep: Class 13 contains 62227 members 
Mstep: Class 15 contains 26775 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107330 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786772.000000 Penalty: 32109.041016
Iteration 272Q: 16 clusters Score -6.578677e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 14217 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44328 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 45901 members 
Mstep: Class 8 contains 80876 members 
Mstep: Class 11 contains 50769 members 
Mstep: Class 13 contains 62207 members 
Mstep: Class 15 contains 26767 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107306 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786812.000000 Penalty: 32109.041016
Iteration 273Q: 16 clusters Score -6.578681e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44316 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 46130 members 
Mstep: Class 8 contains 80871 members 
Mstep: Class 11 contains 50604 members 
Mstep: Class 13 contains 62189 members 
Mstep: Class 15 contains 26760 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107282 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786916.000000 Penalty: 32109.041016
Iteration 274Q: 16 clusters Score -6.578692e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44302 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 46355 members 
Mstep: Class 8 contains 80866 members 
Mstep: Class 11 contains 50440 members 
Mstep: Class 13 contains 62176 members 
Mstep: Class 15 contains 26755 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107263 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786932.000000 Penalty: 32109.041016
Iteration 275Q: 16 clusters Score -6.578693e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44289 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6562 members 
Mstep: Class 7 contains 46580 members 
Mstep: Class 8 contains 80857 members 
Mstep: Class 11 contains 50283 members 
Mstep: Class 13 contains 62165 members 
Mstep: Class 15 contains 26755 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107234 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786856.000000 Penalty: 32109.041016
Iteration 276Q: 16 clusters Score -6.578686e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 14215 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 44279 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 46778 members 
Mstep: Class 8 contains 80856 members 
Mstep: Class 11 contains 50115 members 
Mstep: Class 13 contains 62154 members 
Mstep: Class 15 contains 26755 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107222 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786812.000000 Penalty: 32109.041016
Iteration 277Q: 16 clusters Score -6.578681e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 14215 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 44265 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 46981 members 
Mstep: Class 8 contains 80845 members 
Mstep: Class 11 contains 49959 members 
Mstep: Class 13 contains 62138 members 
Mstep: Class 15 contains 26755 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107216 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786856.000000 Penalty: 32109.041016
Iteration 278Q: 16 clusters Score -6.578686e+07 nChanged 297
Entering ConstructFrom: 
Score: -65786856.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Entering Unmasked Estep 
Score: -6607759.500000 Penalty: 1762.147217
	Iteration 0F: 2 clusters Score -6607760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -6574548.500000 Penalty: 3524.294434
	Iteration 0F: 3 clusters Score -6574548 nChanged 24155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -6588830.000000 Penalty: 3524.294434
	Iteration 1F: 3 clusters Score -6588830 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -6589922.000000 Penalty: 3524.294434
	Iteration 2Q: 3 clusters Score -6589922 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -6591384.000000 Penalty: 3524.294434
	Iteration 3Q: 3 clusters Score -6591384 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -6593045.500000 Penalty: 3524.294434
	Iteration 4Q: 3 clusters Score -6593046 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -6594383.000000 Penalty: 3524.294434
	Iteration 5Q: 3 clusters Score -6594383 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -6595453.500000 Penalty: 3524.294434
	Iteration 6Q: 3 clusters Score -6595454 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -6596346.000000 Penalty: 3524.294434
	Iteration 7Q: 3 clusters Score -6596346 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -6597107.000000 Penalty: 3524.294434
	Iteration 8Q: 3 clusters Score -6597107 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -6597936.500000 Penalty: 3524.294434
	Iteration 9Q: 3 clusters Score -6597936 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -6598924.000000 Penalty: 3524.294434
	Iteration 10Q: 3 clusters Score -6598924 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -6600038.500000 Penalty: 3524.294434
	Iteration 11Q: 3 clusters Score -6600038 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -6601381.000000 Penalty: 3524.294434
	Iteration 12Q: 3 clusters Score -6601381 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -6602702.500000 Penalty: 3524.294434
	Iteration 13Q: 3 clusters Score -6602702 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6603832.000000 Penalty: 3524.294434
	Iteration 14Q: 3 clusters Score -6603832 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6604676.000000 Penalty: 3524.294434
	Iteration 15Q: 3 clusters Score -6604676 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6605278.500000 Penalty: 3524.294434
	Iteration 16Q: 3 clusters Score -6605278 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6605645.500000 Penalty: 3524.294434
	Iteration 17Q: 3 clusters Score -6605646 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6605891.000000 Penalty: 3524.294434
	Iteration 18Q: 3 clusters Score -6605891 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6606057.500000 Penalty: 3524.294434
	Iteration 19Q: 3 clusters Score -6606058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6606136.500000 Penalty: 3524.294434
	Iteration 20F: 3 clusters Score -6606136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6606174.500000 Penalty: 3524.294434
	Iteration 21Q: 3 clusters Score -6606174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6606205.500000 Penalty: 3524.294434
	Iteration 22Q: 3 clusters Score -6606206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6606221.500000 Penalty: 3524.294434
	Iteration 23Q: 3 clusters Score -6606222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6606241.500000 Penalty: 3524.294434
	Iteration 24Q: 3 clusters Score -6606242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6606249.500000 Penalty: 3524.294434
	Iteration 25Q: 3 clusters Score -6606250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6606255.500000 Penalty: 3524.294434
	Iteration 26Q: 3 clusters Score -6606256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6606262.000000 Penalty: 3524.294434
	Iteration 27Q: 3 clusters Score -6606262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6606272.000000 Penalty: 3524.294434
	Iteration 28Q: 3 clusters Score -6606272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6606276.000000 Penalty: 3524.294434
	Iteration 29Q: 3 clusters Score -6606276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6606279.000000 Penalty: 3524.294434
	Iteration 30Q: 3 clusters Score -6606279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6606278.000000 Penalty: 3524.294434
	Iteration 31Q: 3 clusters Score -6606278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6606280.000000 Penalty: 3524.294434
	Iteration 32Q: 3 clusters Score -6606280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6606280.000000 Penalty: 3524.294434
	Iteration 33F: 3 clusters Score -6606280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Entering Unmasked Estep 
Score: -1822800.500000 Penalty: 1553.822266
	Iteration 0F: 2 clusters Score -1822800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1813076.750000 Penalty: 3107.644531
	Iteration 0F: 3 clusters Score -1813077 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1816507.000000 Penalty: 3107.644531
	Iteration 1F: 3 clusters Score -1816507 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1816839.500000 Penalty: 3107.644531
	Iteration 2F: 3 clusters Score -1816840 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1817153.875000 Penalty: 3107.644531
	Iteration 3Q: 3 clusters Score -1817154 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1817539.125000 Penalty: 3107.644531
	Iteration 4F: 3 clusters Score -1817539 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1818022.250000 Penalty: 3107.644531
	Iteration 5F: 3 clusters Score -1818022 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1818627.375000 Penalty: 3107.644531
	Iteration 6F: 3 clusters Score -1818627 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1819264.125000 Penalty: 3107.644531
	Iteration 7F: 3 clusters Score -1819264 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1819764.625000 Penalty: 3107.644531
	Iteration 8Q: 3 clusters Score -1819765 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1820065.500000 Penalty: 3107.644531
	Iteration 9Q: 3 clusters Score -1820066 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1820232.875000 Penalty: 3107.644531
	Iteration 10Q: 3 clusters Score -1820233 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1820333.125000 Penalty: 3107.644531
	Iteration 11Q: 3 clusters Score -1820333 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1820411.375000 Penalty: 3107.644531
	Iteration 12Q: 3 clusters Score -1820411 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1820475.375000 Penalty: 3107.644531
	Iteration 13Q: 3 clusters Score -1820475 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1820536.000000 Penalty: 3107.644531
	Iteration 14Q: 3 clusters Score -1820536 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1820572.875000 Penalty: 3107.644531
	Iteration 15Q: 3 clusters Score -1820573 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1820616.125000 Penalty: 3107.644531
	Iteration 16Q: 3 clusters Score -1820616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1820653.375000 Penalty: 3107.644531
	Iteration 17Q: 3 clusters Score -1820653 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1820680.500000 Penalty: 3107.644531
	Iteration 18Q: 3 clusters Score -1820680 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1820707.250000 Penalty: 3107.644531
	Iteration 19Q: 3 clusters Score -1820707 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1820735.250000 Penalty: 3107.644531
	Iteration 20F: 3 clusters Score -1820735 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1820763.000000 Penalty: 3107.644531
	Iteration 21Q: 3 clusters Score -1820763 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1820786.000000 Penalty: 3107.644531
	Iteration 22Q: 3 clusters Score -1820786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1820811.500000 Penalty: 3107.644531
	Iteration 23Q: 3 clusters Score -1820812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1820831.375000 Penalty: 3107.644531
	Iteration 24Q: 3 clusters Score -1820831 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1820849.625000 Penalty: 3107.644531
	Iteration 25Q: 3 clusters Score -1820850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1820871.125000 Penalty: 3107.644531
	Iteration 26Q: 3 clusters Score -1820871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1820890.375000 Penalty: 3107.644531
	Iteration 27Q: 3 clusters Score -1820890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1820909.875000 Penalty: 3107.644531
	Iteration 28Q: 3 clusters Score -1820910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1820928.750000 Penalty: 3107.644531
	Iteration 29Q: 3 clusters Score -1820929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1820940.625000 Penalty: 3107.644531
	Iteration 30Q: 3 clusters Score -1820941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1820955.375000 Penalty: 3107.644531
	Iteration 31Q: 3 clusters Score -1820955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1820965.000000 Penalty: 3107.644531
	Iteration 32Q: 3 clusters Score -1820965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1820974.000000 Penalty: 3107.644531
	Iteration 33Q: 3 clusters Score -1820974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1820982.500000 Penalty: 3107.644531
	Iteration 34Q: 3 clusters Score -1820982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1820996.125000 Penalty: 3107.644531
	Iteration 35Q: 3 clusters Score -1820996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1821006.750000 Penalty: 3107.644531
	Iteration 36Q: 3 clusters Score -1821007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1821024.125000 Penalty: 3107.644531
	Iteration 37Q: 3 clusters Score -1821024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1821035.000000 Penalty: 3107.644531
	Iteration 38Q: 3 clusters Score -1821035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1821048.500000 Penalty: 3107.644531
	Iteration 39Q: 3 clusters Score -1821048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1821059.750000 Penalty: 3107.644531
	Iteration 40F: 3 clusters Score -1821060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1821072.000000 Penalty: 3107.644531
	Iteration 41Q: 3 clusters Score -1821072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1821090.125000 Penalty: 3107.644531
	Iteration 42Q: 3 clusters Score -1821090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1821105.125000 Penalty: 3107.644531
	Iteration 43Q: 3 clusters Score -1821105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1821113.250000 Penalty: 3107.644531
	Iteration 44Q: 3 clusters Score -1821113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1821122.500000 Penalty: 3107.644531
	Iteration 45Q: 3 clusters Score -1821122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1821121.875000 Penalty: 3107.644531
	Iteration 46Q: 3 clusters Score -1821122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1821128.375000 Penalty: 3107.644531
	Iteration 47Q: 3 clusters Score -1821128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1821137.875000 Penalty: 3107.644531
	Iteration 48Q: 3 clusters Score -1821138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1821140.625000 Penalty: 3107.644531
	Iteration 49Q: 3 clusters Score -1821141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1821159.750000 Penalty: 3107.644531
	Iteration 50Q: 3 clusters Score -1821160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1821171.375000 Penalty: 3107.644531
	Iteration 51Q: 3 clusters Score -1821171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1821179.875000 Penalty: 3107.644531
	Iteration 52Q: 3 clusters Score -1821180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1821190.625000 Penalty: 3107.644531
	Iteration 53Q: 3 clusters Score -1821191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1821198.375000 Penalty: 3107.644531
	Iteration 54Q: 3 clusters Score -1821198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1821206.875000 Penalty: 3107.644531
	Iteration 55Q: 3 clusters Score -1821207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1821221.125000 Penalty: 3107.644531
	Iteration 56Q: 3 clusters Score -1821221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1821237.250000 Penalty: 3107.644531
	Iteration 57Q: 3 clusters Score -1821237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1821249.625000 Penalty: 3107.644531
	Iteration 58Q: 3 clusters Score -1821250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1821260.625000 Penalty: 3107.644531
	Iteration 59Q: 3 clusters Score -1821261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1821274.625000 Penalty: 3107.644531
	Iteration 60F: 3 clusters Score -1821275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1821281.875000 Penalty: 3107.644531
	Iteration 61Q: 3 clusters Score -1821282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1821288.625000 Penalty: 3107.644531
	Iteration 62Q: 3 clusters Score -1821289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1821298.375000 Penalty: 3107.644531
	Iteration 63Q: 3 clusters Score -1821298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1821302.750000 Penalty: 3107.644531
	Iteration 64Q: 3 clusters Score -1821303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1821311.875000 Penalty: 3107.644531
	Iteration 65Q: 3 clusters Score -1821312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1821319.625000 Penalty: 3107.644531
	Iteration 66Q: 3 clusters Score -1821320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1821322.750000 Penalty: 3107.644531
	Iteration 67Q: 3 clusters Score -1821323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1821327.750000 Penalty: 3107.644531
	Iteration 68Q: 3 clusters Score -1821328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1821333.750000 Penalty: 3107.644531
	Iteration 69Q: 3 clusters Score -1821334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1821339.250000 Penalty: 3107.644531
	Iteration 70Q: 3 clusters Score -1821339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1821343.750000 Penalty: 3107.644531
	Iteration 71Q: 3 clusters Score -1821344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1821352.125000 Penalty: 3107.644531
	Iteration 72Q: 3 clusters Score -1821352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1821357.000000 Penalty: 3107.644531
	Iteration 73Q: 3 clusters Score -1821357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1821363.125000 Penalty: 3107.644531
	Iteration 74Q: 3 clusters Score -1821363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1821367.750000 Penalty: 3107.644531
	Iteration 75Q: 3 clusters Score -1821368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1821371.375000 Penalty: 3107.644531
	Iteration 76Q: 3 clusters Score -1821371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1821379.250000 Penalty: 3107.644531
	Iteration 77Q: 3 clusters Score -1821379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1821387.750000 Penalty: 3107.644531
	Iteration 78Q: 3 clusters Score -1821388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1821394.250000 Penalty: 3107.644531
	Iteration 79Q: 3 clusters Score -1821394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1821397.250000 Penalty: 3107.644531
	Iteration 80F: 3 clusters Score -1821397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1821402.500000 Penalty: 3107.644531
	Iteration 81Q: 3 clusters Score -1821402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1821403.750000 Penalty: 3107.644531
	Iteration 82Q: 3 clusters Score -1821404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1821408.625000 Penalty: 3107.644531
	Iteration 83Q: 3 clusters Score -1821409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1821408.875000 Penalty: 3107.644531
	Iteration 84Q: 3 clusters Score -1821409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1821408.625000 Penalty: 3107.644531
	Iteration 85Q: 3 clusters Score -1821409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1821409.000000 Penalty: 3107.644531
	Iteration 86Q: 3 clusters Score -1821409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1821410.500000 Penalty: 3107.644531
	Iteration 87Q: 3 clusters Score -1821410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1821409.375000 Penalty: 3107.644531
	Iteration 88Q: 3 clusters Score -1821409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1821408.500000 Penalty: 3107.644531
	Iteration 89Q: 3 clusters Score -1821408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1821408.500000 Penalty: 3107.644531
	Iteration 90F: 3 clusters Score -1821408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Entering Unmasked Estep 
Score: -3443840.750000 Penalty: 1662.500977
	Iteration 0F: 2 clusters Score -3443841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3425012.500000 Penalty: 3325.001953
	Iteration 0F: 3 clusters Score -3425012 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3432294.250000 Penalty: 3325.001953
	Iteration 1F: 3 clusters Score -3432294 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3432947.000000 Penalty: 3325.001953
	Iteration 2F: 3 clusters Score -3432947 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3433962.000000 Penalty: 3325.001953
	Iteration 3F: 3 clusters Score -3433962 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3435475.500000 Penalty: 3325.001953
	Iteration 4F: 3 clusters Score -3435476 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3437413.000000 Penalty: 3325.001953
	Iteration 5F: 3 clusters Score -3437413 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3439378.250000 Penalty: 3325.001953
	Iteration 6F: 3 clusters Score -3439378 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3440819.250000 Penalty: 3325.001953
	Iteration 7F: 3 clusters Score -3440819 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3441573.250000 Penalty: 3325.001953
	Iteration 8Q: 3 clusters Score -3441573 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3441916.500000 Penalty: 3325.001953
	Iteration 9Q: 3 clusters Score -3441916 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3442121.000000 Penalty: 3325.001953
	Iteration 10Q: 3 clusters Score -3442121 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3442224.250000 Penalty: 3325.001953
	Iteration 11Q: 3 clusters Score -3442224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3442289.750000 Penalty: 3325.001953
	Iteration 12Q: 3 clusters Score -3442290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3442323.750000 Penalty: 3325.001953
	Iteration 13Q: 3 clusters Score -3442324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3442339.000000 Penalty: 3325.001953
	Iteration 14Q: 3 clusters Score -3442339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3442356.750000 Penalty: 3325.001953
	Iteration 15Q: 3 clusters Score -3442357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3442370.500000 Penalty: 3325.001953
	Iteration 16Q: 3 clusters Score -3442370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3442378.750000 Penalty: 3325.001953
	Iteration 17Q: 3 clusters Score -3442379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3442385.750000 Penalty: 3325.001953
	Iteration 18Q: 3 clusters Score -3442386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3442387.750000 Penalty: 3325.001953
	Iteration 19Q: 3 clusters Score -3442388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3442390.750000 Penalty: 3325.001953
	Iteration 20F: 3 clusters Score -3442391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3442391.250000 Penalty: 3325.001953
	Iteration 21Q: 3 clusters Score -3442391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3442393.000000 Penalty: 3325.001953
	Iteration 22Q: 3 clusters Score -3442393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3442393.250000 Penalty: 3325.001953
	Iteration 23Q: 3 clusters Score -3442393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3442395.250000 Penalty: 3325.001953
	Iteration 24Q: 3 clusters Score -3442395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3442395.500000 Penalty: 3325.001953
	Iteration 25Q: 3 clusters Score -3442396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3442393.250000 Penalty: 3325.001953
	Iteration 26Q: 3 clusters Score -3442393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3442393.250000 Penalty: 3325.001953
	Iteration 27F: 3 clusters Score -3442393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Entering Unmasked Estep 
Score: -5597295.500000 Penalty: 1738.383789
	Iteration 0F: 2 clusters Score -5597296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5567865.000000 Penalty: 3476.767578
	Iteration 0F: 3 clusters Score -5567865 nChanged 20481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5579410.000000 Penalty: 3476.767578
	Iteration 1F: 3 clusters Score -5579410 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5580015.000000 Penalty: 3476.767578
	Iteration 2Q: 3 clusters Score -5580015 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -5580699.000000 Penalty: 3476.767578
	Iteration 3Q: 3 clusters Score -5580699 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5581744.000000 Penalty: 3476.767578
	Iteration 4Q: 3 clusters Score -5581744 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -5583257.500000 Penalty: 3476.767578
	Iteration 5F: 3 clusters Score -5583258 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -5585492.500000 Penalty: 3476.767578
	Iteration 6F: 3 clusters Score -5585492 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -5588074.000000 Penalty: 3476.767578
	Iteration 7F: 3 clusters Score -5588074 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -5590330.500000 Penalty: 3476.767578
	Iteration 8F: 3 clusters Score -5590330 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5591917.500000 Penalty: 3476.767578
	Iteration 9Q: 3 clusters Score -5591918 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5592932.000000 Penalty: 3476.767578
	Iteration 10Q: 3 clusters Score -5592932 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5593669.000000 Penalty: 3476.767578
	Iteration 11Q: 3 clusters Score -5593669 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5594248.000000 Penalty: 3476.767578
	Iteration 12Q: 3 clusters Score -5594248 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5594693.000000 Penalty: 3476.767578
	Iteration 13Q: 3 clusters Score -5594693 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -5595024.500000 Penalty: 3476.767578
	Iteration 14Q: 3 clusters Score -5595024 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -5595256.500000 Penalty: 3476.767578
	Iteration 15Q: 3 clusters Score -5595256 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -5595466.500000 Penalty: 3476.767578
	Iteration 16Q: 3 clusters Score -5595466 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -5595604.500000 Penalty: 3476.767578
	Iteration 17Q: 3 clusters Score -5595604 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -5595723.000000 Penalty: 3476.767578
	Iteration 18Q: 3 clusters Score -5595723 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5595775.500000 Penalty: 3476.767578
	Iteration 19Q: 3 clusters Score -5595776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -5595806.000000 Penalty: 3476.767578
	Iteration 20F: 3 clusters Score -5595806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -5595841.000000 Penalty: 3476.767578
	Iteration 21Q: 3 clusters Score -5595841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -5595884.000000 Penalty: 3476.767578
	Iteration 22Q: 3 clusters Score -5595884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -5595914.000000 Penalty: 3476.767578
	Iteration 23Q: 3 clusters Score -5595914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -5595936.500000 Penalty: 3476.767578
	Iteration 24Q: 3 clusters Score -5595936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5595941.500000 Penalty: 3476.767578
	Iteration 25Q: 3 clusters Score -5595942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -5595957.000000 Penalty: 3476.767578
	Iteration 26Q: 3 clusters Score -5595957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -5595968.000000 Penalty: 3476.767578
	Iteration 27Q: 3 clusters Score -5595968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -5595981.000000 Penalty: 3476.767578
	Iteration 28Q: 3 clusters Score -5595981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5595979.000000 Penalty: 3476.767578
	Iteration 29Q: 3 clusters Score -5595979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -5595987.500000 Penalty: 3476.767578
	Iteration 30Q: 3 clusters Score -5595988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -5595986.500000 Penalty: 3476.767578
	Iteration 31Q: 3 clusters Score -5595986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -5595983.000000 Penalty: 3476.767578
	Iteration 32Q: 3 clusters Score -5595983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5595983.500000 Penalty: 3476.767578
	Iteration 33Q: 3 clusters Score -5595984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -5595989.000000 Penalty: 3476.767578
	Iteration 34Q: 3 clusters Score -5595989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5595991.000000 Penalty: 3476.767578
	Iteration 35Q: 3 clusters Score -5595991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -5595995.500000 Penalty: 3476.767578
	Iteration 36Q: 3 clusters Score -5595996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5595991.000000 Penalty: 3476.767578
	Iteration 37Q: 3 clusters Score -5595991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -5595996.000000 Penalty: 3476.767578
	Iteration 38Q: 3 clusters Score -5595996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5595993.000000 Penalty: 3476.767578
	Iteration 39Q: 3 clusters Score -5595993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5595993.000000 Penalty: 3476.767578
	Iteration 40F: 3 clusters Score -5595993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -66263.140625 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -66263.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65151.785156 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -65151.79 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65319.097656 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -65319.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65374.023438 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -65374.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65397.582031 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -65397.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65410.574219 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -65410.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65425.019531 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -65425.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65443.652344 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -65443.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65464.148438 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -65464.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65485.015625 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -65485.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65497.242188 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -65497.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65510.023438 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -65510.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65522.621094 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -65522.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65529.156250 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -65529.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65537.781250 Penalty: 2058.892578
	Iteration 13Q: 3 clusters Score -65537.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65541.664062 Penalty: 2058.892578
	Iteration 14Q: 3 clusters Score -65541.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65550.773438 Penalty: 2058.892578
	Iteration 15Q: 3 clusters Score -65550.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65561.562500 Penalty: 2058.892578
	Iteration 16Q: 3 clusters Score -65561.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65567.843750 Penalty: 2058.892578
	Iteration 17Q: 3 clusters Score -65567.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65577.117188 Penalty: 2058.892578
	Iteration 18Q: 3 clusters Score -65577.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65577.523438 Penalty: 2058.892578
	Iteration 19Q: 3 clusters Score -65577.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65577.523438 Penalty: 2058.892578
	Iteration 20F: 3 clusters Score -65577.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -830868.375000 Penalty: 1428.319824
	Iteration 0F: 2 clusters Score -830868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -825870.500000 Penalty: 2856.639648
	Iteration 0F: 3 clusters Score -825870.5 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -827373.125000 Penalty: 2856.639648
	Iteration 1F: 3 clusters Score -827373.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -827592.375000 Penalty: 2856.639648
	Iteration 2F: 3 clusters Score -827592.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -827752.750000 Penalty: 2856.639648
	Iteration 3F: 3 clusters Score -827752.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -827862.812500 Penalty: 2856.639648
	Iteration 4Q: 3 clusters Score -827862.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -827961.937500 Penalty: 2856.639648
	Iteration 5Q: 3 clusters Score -827961.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -828075.562500 Penalty: 2856.639648
	Iteration 6Q: 3 clusters Score -828075.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -828197.125000 Penalty: 2856.639648
	Iteration 7Q: 3 clusters Score -828197.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -828347.312500 Penalty: 2856.639648
	Iteration 8Q: 3 clusters Score -828347.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -828505.750000 Penalty: 2856.639648
	Iteration 9Q: 3 clusters Score -828505.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -828663.000000 Penalty: 2856.639648
	Iteration 10Q: 3 clusters Score -828663 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -828780.750000 Penalty: 2856.639648
	Iteration 11Q: 3 clusters Score -828780.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -828875.000000 Penalty: 2856.639648
	Iteration 12Q: 3 clusters Score -828875 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -828955.625000 Penalty: 2856.639648
	Iteration 13Q: 3 clusters Score -828955.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -829036.625000 Penalty: 2856.639648
	Iteration 14Q: 3 clusters Score -829036.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -829099.937500 Penalty: 2856.639648
	Iteration 15Q: 3 clusters Score -829099.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -829155.000000 Penalty: 2856.639648
	Iteration 16Q: 3 clusters Score -829155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -829182.625000 Penalty: 2856.639648
	Iteration 17Q: 3 clusters Score -829182.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -829199.125000 Penalty: 2856.639648
	Iteration 18Q: 3 clusters Score -829199.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -829210.312500 Penalty: 2856.639648
	Iteration 19Q: 3 clusters Score -829210.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -829223.000000 Penalty: 2856.639648
	Iteration 20F: 3 clusters Score -829223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -829232.062500 Penalty: 2856.639648
	Iteration 21Q: 3 clusters Score -829232.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -829238.000000 Penalty: 2856.639648
	Iteration 22Q: 3 clusters Score -829238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -829247.062500 Penalty: 2856.639648
	Iteration 23Q: 3 clusters Score -829247.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -829252.187500 Penalty: 2856.639648
	Iteration 24Q: 3 clusters Score -829252.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -829260.812500 Penalty: 2856.639648
	Iteration 25Q: 3 clusters Score -829260.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -829269.687500 Penalty: 2856.639648
	Iteration 26Q: 3 clusters Score -829269.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -829277.000000 Penalty: 2856.639648
	Iteration 27Q: 3 clusters Score -829277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -829286.437500 Penalty: 2856.639648
	Iteration 28Q: 3 clusters Score -829286.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -829291.812500 Penalty: 2856.639648
	Iteration 29Q: 3 clusters Score -829291.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -829297.375000 Penalty: 2856.639648
	Iteration 30Q: 3 clusters Score -829297.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -829300.250000 Penalty: 2856.639648
	Iteration 31Q: 3 clusters Score -829300.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -829304.750000 Penalty: 2856.639648
	Iteration 32Q: 3 clusters Score -829304.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -829307.875000 Penalty: 2856.639648
	Iteration 33Q: 3 clusters Score -829307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -829314.062500 Penalty: 2856.639648
	Iteration 34Q: 3 clusters Score -829314.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -829313.875000 Penalty: 2856.639648
	Iteration 35Q: 3 clusters Score -829313.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -829315.500000 Penalty: 2856.639648
	Iteration 36Q: 3 clusters Score -829315.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -829318.750000 Penalty: 2856.639648
	Iteration 37Q: 3 clusters Score -829318.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -829322.562500 Penalty: 2856.639648
	Iteration 38Q: 3 clusters Score -829322.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -829328.937500 Penalty: 2856.639648
	Iteration 39Q: 3 clusters Score -829328.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -829332.562500 Penalty: 2856.639648
	Iteration 40F: 3 clusters Score -829332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -829336.625000 Penalty: 2856.639648
	Iteration 41Q: 3 clusters Score -829336.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -829342.812500 Penalty: 2856.639648
	Iteration 42Q: 3 clusters Score -829342.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -829345.437500 Penalty: 2856.639648
	Iteration 43Q: 3 clusters Score -829345.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -829354.000000 Penalty: 2856.639648
	Iteration 44Q: 3 clusters Score -829354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -829363.187500 Penalty: 2856.639648
	Iteration 45Q: 3 clusters Score -829363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -829367.562500 Penalty: 2856.639648
	Iteration 46Q: 3 clusters Score -829367.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -829378.750000 Penalty: 2856.639648
	Iteration 47Q: 3 clusters Score -829378.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -829388.875000 Penalty: 2856.639648
	Iteration 48Q: 3 clusters Score -829388.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -829401.437500 Penalty: 2856.639648
	Iteration 49Q: 3 clusters Score -829401.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -829409.875000 Penalty: 2856.639648
	Iteration 50Q: 3 clusters Score -829409.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -829418.750000 Penalty: 2856.639648
	Iteration 51Q: 3 clusters Score -829418.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -829426.937500 Penalty: 2856.639648
	Iteration 52Q: 3 clusters Score -829426.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -829436.375000 Penalty: 2856.639648
	Iteration 53Q: 3 clusters Score -829436.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -829445.062500 Penalty: 2856.639648
	Iteration 54Q: 3 clusters Score -829445.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -829460.312500 Penalty: 2856.639648
	Iteration 55Q: 3 clusters Score -829460.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -829474.250000 Penalty: 2856.639648
	Iteration 56Q: 3 clusters Score -829474.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -829484.000000 Penalty: 2856.639648
	Iteration 57Q: 3 clusters Score -829484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -829496.000000 Penalty: 2856.639648
	Iteration 58Q: 3 clusters Score -829496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -829511.000000 Penalty: 2856.639648
	Iteration 59Q: 3 clusters Score -829511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -829521.375000 Penalty: 2856.639648
	Iteration 60F: 3 clusters Score -829521.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -829541.500000 Penalty: 2856.639648
	Iteration 61Q: 3 clusters Score -829541.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -829552.562500 Penalty: 2856.639648
	Iteration 62Q: 3 clusters Score -829552.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -829564.125000 Penalty: 2856.639648
	Iteration 63Q: 3 clusters Score -829564.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -829572.375000 Penalty: 2856.639648
	Iteration 64Q: 3 clusters Score -829572.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -829578.250000 Penalty: 2856.639648
	Iteration 65Q: 3 clusters Score -829578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -829583.687500 Penalty: 2856.639648
	Iteration 66Q: 3 clusters Score -829583.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -829587.812500 Penalty: 2856.639648
	Iteration 67Q: 3 clusters Score -829587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -829592.750000 Penalty: 2856.639648
	Iteration 68Q: 3 clusters Score -829592.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -829595.562500 Penalty: 2856.639648
	Iteration 69Q: 3 clusters Score -829595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -829596.375000 Penalty: 2856.639648
	Iteration 70Q: 3 clusters Score -829596.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -829597.437500 Penalty: 2856.639648
	Iteration 71Q: 3 clusters Score -829597.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -829600.125000 Penalty: 2856.639648
	Iteration 72Q: 3 clusters Score -829600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -829601.000000 Penalty: 2856.639648
	Iteration 73Q: 3 clusters Score -829601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -829605.437500 Penalty: 2856.639648
	Iteration 74Q: 3 clusters Score -829605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -829607.937500 Penalty: 2856.639648
	Iteration 75Q: 3 clusters Score -829607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -829607.875000 Penalty: 2856.639648
	Iteration 76Q: 3 clusters Score -829607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -829609.250000 Penalty: 2856.639648
	Iteration 77Q: 3 clusters Score -829609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -829609.500000 Penalty: 2856.639648
	Iteration 78Q: 3 clusters Score -829609.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -829609.937500 Penalty: 2856.639648
	Iteration 79Q: 3 clusters Score -829609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -829609.312500 Penalty: 2856.639648
	Iteration 80F: 3 clusters Score -829609.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Entering Unmasked Estep 
Score: -6060945.500000 Penalty: 1748.773438
	Iteration 0F: 2 clusters Score -6060946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -6029544.500000 Penalty: 3497.546875
	Iteration 0F: 3 clusters Score -6029544 nChanged 22056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -6041913.000000 Penalty: 3497.546875
	Iteration 1F: 3 clusters Score -6041913 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -6042562.500000 Penalty: 3497.546875
	Iteration 2Q: 3 clusters Score -6042562 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -6043365.000000 Penalty: 3497.546875
	Iteration 3Q: 3 clusters Score -6043365 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -6044567.500000 Penalty: 3497.546875
	Iteration 4F: 3 clusters Score -6044568 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -6046483.500000 Penalty: 3497.546875
	Iteration 5F: 3 clusters Score -6046484 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -6049261.000000 Penalty: 3497.546875
	Iteration 6F: 3 clusters Score -6049261 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -6052612.000000 Penalty: 3497.546875
	Iteration 7F: 3 clusters Score -6052612 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -6055476.500000 Penalty: 3497.546875
	Iteration 8F: 3 clusters Score -6055476 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -6057295.500000 Penalty: 3497.546875
	Iteration 9Q: 3 clusters Score -6057296 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -6058325.500000 Penalty: 3497.546875
	Iteration 10Q: 3 clusters Score -6058326 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -6058890.500000 Penalty: 3497.546875
	Iteration 11Q: 3 clusters Score -6058890 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -6059211.000000 Penalty: 3497.546875
	Iteration 12Q: 3 clusters Score -6059211 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -6059453.500000 Penalty: 3497.546875
	Iteration 13Q: 3 clusters Score -6059454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6059575.000000 Penalty: 3497.546875
	Iteration 14Q: 3 clusters Score -6059575 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -6059640.500000 Penalty: 3497.546875
	Iteration 15Q: 3 clusters Score -6059640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -6059674.000000 Penalty: 3497.546875
	Iteration 16Q: 3 clusters Score -6059674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -6059685.500000 Penalty: 3497.546875
	Iteration 17Q: 3 clusters Score -6059686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -6059709.500000 Penalty: 3497.546875
	Iteration 18Q: 3 clusters Score -6059710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -6059727.500000 Penalty: 3497.546875
	Iteration 19Q: 3 clusters Score -6059728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -6059744.500000 Penalty: 3497.546875
	Iteration 20F: 3 clusters Score -6059744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -6059754.000000 Penalty: 3497.546875
	Iteration 21Q: 3 clusters Score -6059754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -6059753.000000 Penalty: 3497.546875
	Iteration 22Q: 3 clusters Score -6059753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -6059758.000000 Penalty: 3497.546875
	Iteration 23Q: 3 clusters Score -6059758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -6059768.000000 Penalty: 3497.546875
	Iteration 24Q: 3 clusters Score -6059768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -6059776.000000 Penalty: 3497.546875
	Iteration 25Q: 3 clusters Score -6059776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -6059766.000000 Penalty: 3497.546875
	Iteration 26Q: 3 clusters Score -6059766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -6059765.500000 Penalty: 3497.546875
	Iteration 27Q: 3 clusters Score -6059766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -6059766.000000 Penalty: 3497.546875
	Iteration 28Q: 3 clusters Score -6059766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -6059768.500000 Penalty: 3497.546875
	Iteration 29Q: 3 clusters Score -6059768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -6059771.500000 Penalty: 3497.546875
	Iteration 30Q: 3 clusters Score -6059772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -6059766.500000 Penalty: 3497.546875
	Iteration 31Q: 3 clusters Score -6059766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -6059770.500000 Penalty: 3497.546875
	Iteration 32Q: 3 clusters Score -6059770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -6059766.000000 Penalty: 3497.546875
	Iteration 33Q: 3 clusters Score -6059766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -6059766.000000 Penalty: 3497.546875
	Iteration 34F: 3 clusters Score -6059766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Entering Unmasked Estep 
Score: -10352845.000000 Penalty: 1836.280884
	Iteration 0F: 2 clusters Score -1.035284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -10303018.000000 Penalty: 3672.561768
	Iteration 0F: 3 clusters Score -1.030302e+07 nChanged 38567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -10325628.000000 Penalty: 3672.561768
	Iteration 1F: 3 clusters Score -1.032563e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -10326586.000000 Penalty: 3672.561768
	Iteration 2Q: 3 clusters Score -1.032659e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -10327965.000000 Penalty: 3672.561768
	Iteration 3Q: 3 clusters Score -1.032796e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -10330219.000000 Penalty: 3672.561768
	Iteration 4F: 3 clusters Score -1.033022e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -10333628.000000 Penalty: 3672.561768
	Iteration 5F: 3 clusters Score -1.033363e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -10337914.000000 Penalty: 3672.561768
	Iteration 6F: 3 clusters Score -1.033791e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -10341814.000000 Penalty: 3672.561768
	Iteration 7F: 3 clusters Score -1.034181e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -10344512.000000 Penalty: 3672.561768
	Iteration 8Q: 3 clusters Score -1.034451e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -10346202.000000 Penalty: 3672.561768
	Iteration 9Q: 3 clusters Score -1.03462e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -10347125.000000 Penalty: 3672.561768
	Iteration 10Q: 3 clusters Score -1.034712e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -10347788.000000 Penalty: 3672.561768
	Iteration 11Q: 3 clusters Score -1.034779e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -10348334.000000 Penalty: 3672.561768
	Iteration 12Q: 3 clusters Score -1.034833e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -10348814.000000 Penalty: 3672.561768
	Iteration 13Q: 3 clusters Score -1.034881e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -10349280.000000 Penalty: 3672.561768
	Iteration 14Q: 3 clusters Score -1.034928e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -10349658.000000 Penalty: 3672.561768
	Iteration 15Q: 3 clusters Score -1.034966e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -10350009.000000 Penalty: 3672.561768
	Iteration 16Q: 3 clusters Score -1.035001e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -10350324.000000 Penalty: 3672.561768
	Iteration 17Q: 3 clusters Score -1.035032e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -10350551.000000 Penalty: 3672.561768
	Iteration 18Q: 3 clusters Score -1.035055e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -10350729.000000 Penalty: 3672.561768
	Iteration 19Q: 3 clusters Score -1.035073e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -10350855.000000 Penalty: 3672.561768
	Iteration 20F: 3 clusters Score -1.035086e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -10351007.000000 Penalty: 3672.561768
	Iteration 21Q: 3 clusters Score -1.035101e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10351114.000000 Penalty: 3672.561768
	Iteration 22Q: 3 clusters Score -1.035111e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10351250.000000 Penalty: 3672.561768
	Iteration 23Q: 3 clusters Score -1.035125e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10351301.000000 Penalty: 3672.561768
	Iteration 24Q: 3 clusters Score -1.03513e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10351344.000000 Penalty: 3672.561768
	Iteration 25Q: 3 clusters Score -1.035134e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10351407.000000 Penalty: 3672.561768
	Iteration 26Q: 3 clusters Score -1.035141e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10351425.000000 Penalty: 3672.561768
	Iteration 27Q: 3 clusters Score -1.035142e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10351432.000000 Penalty: 3672.561768
	Iteration 28Q: 3 clusters Score -1.035143e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10351429.000000 Penalty: 3672.561768
	Iteration 29Q: 3 clusters Score -1.035143e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10351426.000000 Penalty: 3672.561768
	Iteration 30Q: 3 clusters Score -1.035143e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10351436.000000 Penalty: 3672.561768
	Iteration 31Q: 3 clusters Score -1.035144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10351446.000000 Penalty: 3672.561768
	Iteration 32Q: 3 clusters Score -1.035145e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10351451.000000 Penalty: 3672.561768
	Iteration 33Q: 3 clusters Score -1.035145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10351453.000000 Penalty: 3672.561768
	Iteration 34Q: 3 clusters Score -1.035145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10351447.000000 Penalty: 3672.561768
	Iteration 35Q: 3 clusters Score -1.035145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10351453.000000 Penalty: 3672.561768
	Iteration 36Q: 3 clusters Score -1.035145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10351456.000000 Penalty: 3672.561768
	Iteration 37Q: 3 clusters Score -1.035146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10351462.000000 Penalty: 3672.561768
	Iteration 38Q: 3 clusters Score -1.035146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10351446.000000 Penalty: 3672.561768
	Iteration 39Q: 3 clusters Score -1.035145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10351450.000000 Penalty: 3672.561768
	Iteration 40F: 3 clusters Score -1.035145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10351460.000000 Penalty: 3672.561768
	Iteration 41Q: 3 clusters Score -1.035146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80444 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10351459.000000 Penalty: 3672.561768
	Iteration 42Q: 3 clusters Score -1.035146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10351463.000000 Penalty: 3672.561768
	Iteration 43Q: 3 clusters Score -1.035146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10351458.000000 Penalty: 3672.561768
	Iteration 44Q: 3 clusters Score -1.035146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10351465.000000 Penalty: 3672.561768
	Iteration 45Q: 3 clusters Score -1.035146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10351461.000000 Penalty: 3672.561768
	Iteration 46Q: 3 clusters Score -1.035146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10351472.000000 Penalty: 3672.561768
	Iteration 47Q: 3 clusters Score -1.035147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10351466.000000 Penalty: 3672.561768
	Iteration 48Q: 3 clusters Score -1.035147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10351470.000000 Penalty: 3672.561768
	Iteration 49Q: 3 clusters Score -1.035147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10351481.000000 Penalty: 3672.561768
	Iteration 50Q: 3 clusters Score -1.035148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10351482.000000 Penalty: 3672.561768
	Iteration 51Q: 3 clusters Score -1.035148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10351490.000000 Penalty: 3672.561768
	Iteration 52Q: 3 clusters Score -1.035149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10351492.000000 Penalty: 3672.561768
	Iteration 53Q: 3 clusters Score -1.035149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10351489.000000 Penalty: 3672.561768
	Iteration 54Q: 3 clusters Score -1.035149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10351496.000000 Penalty: 3672.561768
	Iteration 55Q: 3 clusters Score -1.03515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10351496.000000 Penalty: 3672.561768
	Iteration 56F: 3 clusters Score -1.03515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Entering Unmasked Estep 
Score: -6410925.500000 Penalty: 1757.569214
	Iteration 0F: 2 clusters Score -6410926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -6378530.000000 Penalty: 3515.138428
	Iteration 0F: 3 clusters Score -6378530 nChanged 23327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -6391600.500000 Penalty: 3515.138428
	Iteration 1F: 3 clusters Score -6391600 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -6391984.000000 Penalty: 3515.138428
	Iteration 2Q: 3 clusters Score -6391984 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -6392395.500000 Penalty: 3515.138428
	Iteration 3Q: 3 clusters Score -6392396 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -6392922.500000 Penalty: 3515.138428
	Iteration 4Q: 3 clusters Score -6392922 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -6393492.500000 Penalty: 3515.138428
	Iteration 5Q: 3 clusters Score -6393492 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -6394403.500000 Penalty: 3515.138428
	Iteration 6Q: 3 clusters Score -6394404 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -6395966.000000 Penalty: 3515.138428
	Iteration 7F: 3 clusters Score -6395966 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -6398205.500000 Penalty: 3515.138428
	Iteration 8F: 3 clusters Score -6398206 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -6400643.000000 Penalty: 3515.138428
	Iteration 9F: 3 clusters Score -6400643 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -6402551.500000 Penalty: 3515.138428
	Iteration 10F: 3 clusters Score -6402552 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -6403717.500000 Penalty: 3515.138428
	Iteration 11Q: 3 clusters Score -6403718 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -6404278.000000 Penalty: 3515.138428
	Iteration 12Q: 3 clusters Score -6404278 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -6404585.500000 Penalty: 3515.138428
	Iteration 13Q: 3 clusters Score -6404586 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -6404798.500000 Penalty: 3515.138428
	Iteration 14Q: 3 clusters Score -6404798 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -6404968.000000 Penalty: 3515.138428
	Iteration 15Q: 3 clusters Score -6404968 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -6405110.000000 Penalty: 3515.138428
	Iteration 16Q: 3 clusters Score -6405110 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -6405267.000000 Penalty: 3515.138428
	Iteration 17Q: 3 clusters Score -6405267 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -6405400.000000 Penalty: 3515.138428
	Iteration 18Q: 3 clusters Score -6405400 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -6405595.000000 Penalty: 3515.138428
	Iteration 19Q: 3 clusters Score -6405595 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -6405705.500000 Penalty: 3515.138428
	Iteration 20F: 3 clusters Score -6405706 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -6405807.000000 Penalty: 3515.138428
	Iteration 21Q: 3 clusters Score -6405807 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -6405957.000000 Penalty: 3515.138428
	Iteration 22Q: 3 clusters Score -6405957 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -6406090.500000 Penalty: 3515.138428
	Iteration 23Q: 3 clusters Score -6406090 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6406265.000000 Penalty: 3515.138428
	Iteration 24Q: 3 clusters Score -6406265 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -6406433.000000 Penalty: 3515.138428
	Iteration 25Q: 3 clusters Score -6406433 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -6406581.500000 Penalty: 3515.138428
	Iteration 26Q: 3 clusters Score -6406582 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -6406727.000000 Penalty: 3515.138428
	Iteration 27Q: 3 clusters Score -6406727 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -6406825.000000 Penalty: 3515.138428
	Iteration 28Q: 3 clusters Score -6406825 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -6406928.500000 Penalty: 3515.138428
	Iteration 29Q: 3 clusters Score -6406928 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -6407019.500000 Penalty: 3515.138428
	Iteration 30Q: 3 clusters Score -6407020 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -6407103.500000 Penalty: 3515.138428
	Iteration 31Q: 3 clusters Score -6407104 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -6407188.000000 Penalty: 3515.138428
	Iteration 32Q: 3 clusters Score -6407188 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6407302.000000 Penalty: 3515.138428
	Iteration 33Q: 3 clusters Score -6407302 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6407442.000000 Penalty: 3515.138428
	Iteration 34Q: 3 clusters Score -6407442 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6407546.500000 Penalty: 3515.138428
	Iteration 35Q: 3 clusters Score -6407546 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6407679.500000 Penalty: 3515.138428
	Iteration 36Q: 3 clusters Score -6407680 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6407810.000000 Penalty: 3515.138428
	Iteration 37Q: 3 clusters Score -6407810 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6407912.000000 Penalty: 3515.138428
	Iteration 38Q: 3 clusters Score -6407912 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6408001.000000 Penalty: 3515.138428
	Iteration 39Q: 3 clusters Score -6408001 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6408075.000000 Penalty: 3515.138428
	Iteration 40F: 3 clusters Score -6408075 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6408156.000000 Penalty: 3515.138428
	Iteration 41Q: 3 clusters Score -6408156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6408247.000000 Penalty: 3515.138428
	Iteration 42Q: 3 clusters Score -6408247 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6408327.000000 Penalty: 3515.138428
	Iteration 43Q: 3 clusters Score -6408327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6408419.500000 Penalty: 3515.138428
	Iteration 44Q: 3 clusters Score -6408420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6408475.000000 Penalty: 3515.138428
	Iteration 45Q: 3 clusters Score -6408475 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6408556.500000 Penalty: 3515.138428
	Iteration 46Q: 3 clusters Score -6408556 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6408620.000000 Penalty: 3515.138428
	Iteration 47Q: 3 clusters Score -6408620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6408685.000000 Penalty: 3515.138428
	Iteration 48Q: 3 clusters Score -6408685 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6408751.500000 Penalty: 3515.138428
	Iteration 49Q: 3 clusters Score -6408752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6408800.500000 Penalty: 3515.138428
	Iteration 50Q: 3 clusters Score -6408800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6408854.000000 Penalty: 3515.138428
	Iteration 51Q: 3 clusters Score -6408854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6408897.000000 Penalty: 3515.138428
	Iteration 52Q: 3 clusters Score -6408897 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6408944.500000 Penalty: 3515.138428
	Iteration 53Q: 3 clusters Score -6408944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6408983.000000 Penalty: 3515.138428
	Iteration 54Q: 3 clusters Score -6408983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6409018.500000 Penalty: 3515.138428
	Iteration 55Q: 3 clusters Score -6409018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6409047.000000 Penalty: 3515.138428
	Iteration 56Q: 3 clusters Score -6409047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6409073.000000 Penalty: 3515.138428
	Iteration 57Q: 3 clusters Score -6409073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6409095.500000 Penalty: 3515.138428
	Iteration 58Q: 3 clusters Score -6409096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6409098.000000 Penalty: 3515.138428
	Iteration 59Q: 3 clusters Score -6409098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6409117.000000 Penalty: 3515.138428
	Iteration 60F: 3 clusters Score -6409117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6409132.500000 Penalty: 3515.138428
	Iteration 61Q: 3 clusters Score -6409132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6409136.500000 Penalty: 3515.138428
	Iteration 62Q: 3 clusters Score -6409136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6409155.000000 Penalty: 3515.138428
	Iteration 63Q: 3 clusters Score -6409155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6409164.000000 Penalty: 3515.138428
	Iteration 64Q: 3 clusters Score -6409164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6409155.500000 Penalty: 3515.138428
	Iteration 65Q: 3 clusters Score -6409156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6409158.000000 Penalty: 3515.138428
	Iteration 66Q: 3 clusters Score -6409158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6409161.000000 Penalty: 3515.138428
	Iteration 67Q: 3 clusters Score -6409161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6409162.000000 Penalty: 3515.138428
	Iteration 68Q: 3 clusters Score -6409162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6409167.000000 Penalty: 3515.138428
	Iteration 69Q: 3 clusters Score -6409167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6409170.500000 Penalty: 3515.138428
	Iteration 70Q: 3 clusters Score -6409170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6409172.000000 Penalty: 3515.138428
	Iteration 71Q: 3 clusters Score -6409172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6409172.000000 Penalty: 3515.138428
	Iteration 72F: 3 clusters Score -6409172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Entering Unmasked Estep 
Score: -7843918.000000 Penalty: 1793.520386
	Iteration 0F: 2 clusters Score -7843918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -7802907.500000 Penalty: 3587.040771
	Iteration 0F: 3 clusters Score -7802908 nChanged 29407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -7819589.500000 Penalty: 3587.040771
	Iteration 1F: 3 clusters Score -7819590 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -7820459.000000 Penalty: 3587.040771
	Iteration 2Q: 3 clusters Score -7820459 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -7821512.500000 Penalty: 3587.040771
	Iteration 3Q: 3 clusters Score -7821512 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -7823237.000000 Penalty: 3587.040771
	Iteration 4F: 3 clusters Score -7823237 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -7826119.000000 Penalty: 3587.040771
	Iteration 5F: 3 clusters Score -7826119 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -7830140.500000 Penalty: 3587.040771
	Iteration 6F: 3 clusters Score -7830140 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -7834404.000000 Penalty: 3587.040771
	Iteration 7F: 3 clusters Score -7834404 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -7837569.000000 Penalty: 3587.040771
	Iteration 8F: 3 clusters Score -7837569 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -7839366.500000 Penalty: 3587.040771
	Iteration 9Q: 3 clusters Score -7839366 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -7840377.500000 Penalty: 3587.040771
	Iteration 10Q: 3 clusters Score -7840378 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -7840898.000000 Penalty: 3587.040771
	Iteration 11Q: 3 clusters Score -7840898 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -7841181.000000 Penalty: 3587.040771
	Iteration 12Q: 3 clusters Score -7841181 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -7841415.500000 Penalty: 3587.040771
	Iteration 13Q: 3 clusters Score -7841416 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -7841590.000000 Penalty: 3587.040771
	Iteration 14Q: 3 clusters Score -7841590 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -7841747.000000 Penalty: 3587.040771
	Iteration 15Q: 3 clusters Score -7841747 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -7841872.500000 Penalty: 3587.040771
	Iteration 16Q: 3 clusters Score -7841872 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -7841968.500000 Penalty: 3587.040771
	Iteration 17Q: 3 clusters Score -7841968 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -7842055.000000 Penalty: 3587.040771
	Iteration 18Q: 3 clusters Score -7842055 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -7842142.500000 Penalty: 3587.040771
	Iteration 19Q: 3 clusters Score -7842142 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -7842174.000000 Penalty: 3587.040771
	Iteration 20F: 3 clusters Score -7842174 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -7842207.000000 Penalty: 3587.040771
	Iteration 21Q: 3 clusters Score -7842207 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -7842219.500000 Penalty: 3587.040771
	Iteration 22Q: 3 clusters Score -7842220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -7842271.500000 Penalty: 3587.040771
	Iteration 23Q: 3 clusters Score -7842272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -7842279.500000 Penalty: 3587.040771
	Iteration 24Q: 3 clusters Score -7842280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -7842304.000000 Penalty: 3587.040771
	Iteration 25Q: 3 clusters Score -7842304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7842331.000000 Penalty: 3587.040771
	Iteration 26Q: 3 clusters Score -7842331 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -7842359.000000 Penalty: 3587.040771
	Iteration 27Q: 3 clusters Score -7842359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -7842372.500000 Penalty: 3587.040771
	Iteration 28Q: 3 clusters Score -7842372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -7842370.500000 Penalty: 3587.040771
	Iteration 29Q: 3 clusters Score -7842370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -7842401.500000 Penalty: 3587.040771
	Iteration 30Q: 3 clusters Score -7842402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -7842416.500000 Penalty: 3587.040771
	Iteration 31Q: 3 clusters Score -7842416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -7842434.500000 Penalty: 3587.040771
	Iteration 32Q: 3 clusters Score -7842434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -7842443.000000 Penalty: 3587.040771
	Iteration 33Q: 3 clusters Score -7842443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -7842448.500000 Penalty: 3587.040771
	Iteration 34Q: 3 clusters Score -7842448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -7842457.500000 Penalty: 3587.040771
	Iteration 35Q: 3 clusters Score -7842458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -7842468.500000 Penalty: 3587.040771
	Iteration 36Q: 3 clusters Score -7842468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -7842478.000000 Penalty: 3587.040771
	Iteration 37Q: 3 clusters Score -7842478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -7842479.500000 Penalty: 3587.040771
	Iteration 38Q: 3 clusters Score -7842480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -7842480.500000 Penalty: 3587.040771
	Iteration 39Q: 3 clusters Score -7842480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -7842486.000000 Penalty: 3587.040771
	Iteration 40F: 3 clusters Score -7842486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -7842481.500000 Penalty: 3587.040771
	Iteration 41Q: 3 clusters Score -7842482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -7842483.000000 Penalty: 3587.040771
	Iteration 42Q: 3 clusters Score -7842483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -7842483.500000 Penalty: 3587.040771
	Iteration 43Q: 3 clusters Score -7842484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -7842480.500000 Penalty: 3587.040771
	Iteration 44Q: 3 clusters Score -7842480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -7842487.500000 Penalty: 3587.040771
	Iteration 45Q: 3 clusters Score -7842488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -7842483.500000 Penalty: 3587.040771
	Iteration 46Q: 3 clusters Score -7842484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -7842488.000000 Penalty: 3587.040771
	Iteration 47Q: 3 clusters Score -7842488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -7842488.000000 Penalty: 3587.040771
	Iteration 48F: 3 clusters Score -7842488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Entering Unmasked Estep 
Score: -3416480.000000 Penalty: 1656.602539
	Iteration 0F: 2 clusters Score -3416480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3398449.750000 Penalty: 3313.205078
	Iteration 0F: 3 clusters Score -3398450 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3405409.000000 Penalty: 3313.205078
	Iteration 1F: 3 clusters Score -3405409 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3405828.750000 Penalty: 3313.205078
	Iteration 2Q: 3 clusters Score -3405829 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3406239.750000 Penalty: 3313.205078
	Iteration 3Q: 3 clusters Score -3406240 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3406616.750000 Penalty: 3313.205078
	Iteration 4Q: 3 clusters Score -3406617 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3406981.500000 Penalty: 3313.205078
	Iteration 5Q: 3 clusters Score -3406982 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3407382.750000 Penalty: 3313.205078
	Iteration 6Q: 3 clusters Score -3407383 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3407831.000000 Penalty: 3313.205078
	Iteration 7Q: 3 clusters Score -3407831 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3408420.750000 Penalty: 3313.205078
	Iteration 8Q: 3 clusters Score -3408421 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3409235.750000 Penalty: 3313.205078
	Iteration 9Q: 3 clusters Score -3409236 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3410135.000000 Penalty: 3313.205078
	Iteration 10Q: 3 clusters Score -3410135 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3410907.250000 Penalty: 3313.205078
	Iteration 11Q: 3 clusters Score -3410907 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -3411333.500000 Penalty: 3313.205078
	Iteration 12Q: 3 clusters Score -3411334 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3411550.500000 Penalty: 3313.205078
	Iteration 13Q: 3 clusters Score -3411550 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3411667.250000 Penalty: 3313.205078
	Iteration 14Q: 3 clusters Score -3411667 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3411744.250000 Penalty: 3313.205078
	Iteration 15Q: 3 clusters Score -3411744 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3411796.000000 Penalty: 3313.205078
	Iteration 16Q: 3 clusters Score -3411796 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3411846.500000 Penalty: 3313.205078
	Iteration 17Q: 3 clusters Score -3411846 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3411891.750000 Penalty: 3313.205078
	Iteration 18Q: 3 clusters Score -3411892 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3411940.750000 Penalty: 3313.205078
	Iteration 19Q: 3 clusters Score -3411941 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3411970.000000 Penalty: 3313.205078
	Iteration 20F: 3 clusters Score -3411970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3411999.750000 Penalty: 3313.205078
	Iteration 21Q: 3 clusters Score -3412000 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3412063.250000 Penalty: 3313.205078
	Iteration 22Q: 3 clusters Score -3412063 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3412110.500000 Penalty: 3313.205078
	Iteration 23Q: 3 clusters Score -3412110 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3412162.000000 Penalty: 3313.205078
	Iteration 24Q: 3 clusters Score -3412162 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3412206.250000 Penalty: 3313.205078
	Iteration 25Q: 3 clusters Score -3412206 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3412247.000000 Penalty: 3313.205078
	Iteration 26Q: 3 clusters Score -3412247 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3412295.000000 Penalty: 3313.205078
	Iteration 27Q: 3 clusters Score -3412295 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3412347.750000 Penalty: 3313.205078
	Iteration 28Q: 3 clusters Score -3412348 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3412397.000000 Penalty: 3313.205078
	Iteration 29Q: 3 clusters Score -3412397 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3412453.500000 Penalty: 3313.205078
	Iteration 30Q: 3 clusters Score -3412454 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3412528.000000 Penalty: 3313.205078
	Iteration 31Q: 3 clusters Score -3412528 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3412600.500000 Penalty: 3313.205078
	Iteration 32Q: 3 clusters Score -3412600 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3412692.000000 Penalty: 3313.205078
	Iteration 33Q: 3 clusters Score -3412692 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3412795.750000 Penalty: 3313.205078
	Iteration 34Q: 3 clusters Score -3412796 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3412903.000000 Penalty: 3313.205078
	Iteration 35Q: 3 clusters Score -3412903 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3413018.750000 Penalty: 3313.205078
	Iteration 36Q: 3 clusters Score -3413019 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3413132.500000 Penalty: 3313.205078
	Iteration 37Q: 3 clusters Score -3413132 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3413283.500000 Penalty: 3313.205078
	Iteration 38Q: 3 clusters Score -3413284 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3413413.750000 Penalty: 3313.205078
	Iteration 39Q: 3 clusters Score -3413414 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3413536.250000 Penalty: 3313.205078
	Iteration 40F: 3 clusters Score -3413536 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3413662.500000 Penalty: 3313.205078
	Iteration 41Q: 3 clusters Score -3413662 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3413817.000000 Penalty: 3313.205078
	Iteration 42Q: 3 clusters Score -3413817 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3414011.250000 Penalty: 3313.205078
	Iteration 43Q: 3 clusters Score -3414011 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3414187.000000 Penalty: 3313.205078
	Iteration 44Q: 3 clusters Score -3414187 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3414395.750000 Penalty: 3313.205078
	Iteration 45Q: 3 clusters Score -3414396 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3414561.500000 Penalty: 3313.205078
	Iteration 46Q: 3 clusters Score -3414562 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3414689.250000 Penalty: 3313.205078
	Iteration 47Q: 3 clusters Score -3414689 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3414785.750000 Penalty: 3313.205078
	Iteration 48Q: 3 clusters Score -3414786 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3414861.750000 Penalty: 3313.205078
	Iteration 49Q: 3 clusters Score -3414862 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3414908.500000 Penalty: 3313.205078
	Iteration 50Q: 3 clusters Score -3414908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3414943.000000 Penalty: 3313.205078
	Iteration 51Q: 3 clusters Score -3414943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3414974.750000 Penalty: 3313.205078
	Iteration 52Q: 3 clusters Score -3414975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3415007.500000 Penalty: 3313.205078
	Iteration 53Q: 3 clusters Score -3415008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3415044.750000 Penalty: 3313.205078
	Iteration 54Q: 3 clusters Score -3415045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3415064.500000 Penalty: 3313.205078
	Iteration 55Q: 3 clusters Score -3415064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3415079.500000 Penalty: 3313.205078
	Iteration 56Q: 3 clusters Score -3415080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3415091.250000 Penalty: 3313.205078
	Iteration 57Q: 3 clusters Score -3415091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3415103.250000 Penalty: 3313.205078
	Iteration 58Q: 3 clusters Score -3415103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3415132.750000 Penalty: 3313.205078
	Iteration 59Q: 3 clusters Score -3415133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3415144.750000 Penalty: 3313.205078
	Iteration 60F: 3 clusters Score -3415145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3415148.750000 Penalty: 3313.205078
	Iteration 61Q: 3 clusters Score -3415149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3415158.000000 Penalty: 3313.205078
	Iteration 62Q: 3 clusters Score -3415158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3415164.250000 Penalty: 3313.205078
	Iteration 63Q: 3 clusters Score -3415164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3415175.000000 Penalty: 3313.205078
	Iteration 64Q: 3 clusters Score -3415175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3415178.250000 Penalty: 3313.205078
	Iteration 65Q: 3 clusters Score -3415178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3415186.500000 Penalty: 3313.205078
	Iteration 66Q: 3 clusters Score -3415186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3415186.250000 Penalty: 3313.205078
	Iteration 67Q: 3 clusters Score -3415186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3415189.500000 Penalty: 3313.205078
	Iteration 68Q: 3 clusters Score -3415190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3415190.500000 Penalty: 3313.205078
	Iteration 69Q: 3 clusters Score -3415190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3415191.500000 Penalty: 3313.205078
	Iteration 70Q: 3 clusters Score -3415192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3415191.000000 Penalty: 3313.205078
	Iteration 71Q: 3 clusters Score -3415191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3415191.000000 Penalty: 3313.205078
	Iteration 72F: 3 clusters Score -3415191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -700566.437500 Penalty: 1406.160645
	Iteration 0F: 2 clusters Score -700566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -696128.375000 Penalty: 2812.321289
	Iteration 0F: 3 clusters Score -696128.4 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -697356.562500 Penalty: 2812.321289
	Iteration 1F: 3 clusters Score -697356.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -697569.000000 Penalty: 2812.321289
	Iteration 2F: 3 clusters Score -697569 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -697737.562500 Penalty: 2812.321289
	Iteration 3F: 3 clusters Score -697737.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -697909.000000 Penalty: 2812.321289
	Iteration 4Q: 3 clusters Score -697909 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -698084.250000 Penalty: 2812.321289
	Iteration 5Q: 3 clusters Score -698084.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -698240.687500 Penalty: 2812.321289
	Iteration 6Q: 3 clusters Score -698240.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -698424.250000 Penalty: 2812.321289
	Iteration 7Q: 3 clusters Score -698424.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -698596.875000 Penalty: 2812.321289
	Iteration 8Q: 3 clusters Score -698596.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -698768.500000 Penalty: 2812.321289
	Iteration 9Q: 3 clusters Score -698768.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -698922.312500 Penalty: 2812.321289
	Iteration 10Q: 3 clusters Score -698922.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -699038.500000 Penalty: 2812.321289
	Iteration 11Q: 3 clusters Score -699038.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -699135.250000 Penalty: 2812.321289
	Iteration 12Q: 3 clusters Score -699135.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -699243.937500 Penalty: 2812.321289
	Iteration 13Q: 3 clusters Score -699243.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -699322.812500 Penalty: 2812.321289
	Iteration 14Q: 3 clusters Score -699322.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -699386.625000 Penalty: 2812.321289
	Iteration 15Q: 3 clusters Score -699386.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -699426.062500 Penalty: 2812.321289
	Iteration 16Q: 3 clusters Score -699426.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -699449.937500 Penalty: 2812.321289
	Iteration 17Q: 3 clusters Score -699449.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -699460.875000 Penalty: 2812.321289
	Iteration 18Q: 3 clusters Score -699460.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -699472.312500 Penalty: 2812.321289
	Iteration 19Q: 3 clusters Score -699472.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -699480.500000 Penalty: 2812.321289
	Iteration 20F: 3 clusters Score -699480.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -699488.250000 Penalty: 2812.321289
	Iteration 21Q: 3 clusters Score -699488.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -699493.625000 Penalty: 2812.321289
	Iteration 22Q: 3 clusters Score -699493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -699495.000000 Penalty: 2812.321289
	Iteration 23Q: 3 clusters Score -699495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -699497.000000 Penalty: 2812.321289
	Iteration 24Q: 3 clusters Score -699497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -699501.625000 Penalty: 2812.321289
	Iteration 25Q: 3 clusters Score -699501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -699503.937500 Penalty: 2812.321289
	Iteration 26Q: 3 clusters Score -699503.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -699505.500000 Penalty: 2812.321289
	Iteration 27Q: 3 clusters Score -699505.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -699508.000000 Penalty: 2812.321289
	Iteration 28Q: 3 clusters Score -699508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -699512.000000 Penalty: 2812.321289
	Iteration 29Q: 3 clusters Score -699512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -699515.375000 Penalty: 2812.321289
	Iteration 30Q: 3 clusters Score -699515.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -699516.812500 Penalty: 2812.321289
	Iteration 31Q: 3 clusters Score -699516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -699518.562500 Penalty: 2812.321289
	Iteration 32Q: 3 clusters Score -699518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -699519.187500 Penalty: 2812.321289
	Iteration 33Q: 3 clusters Score -699519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -699518.000000 Penalty: 2812.321289
	Iteration 34Q: 3 clusters Score -699518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -699518.000000 Penalty: 2812.321289
	Iteration 35F: 3 clusters Score -699518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107196 members 
Entering Unmasked Estep 
Score: -13645171.000000 Penalty: 1882.142334
	Iteration 0F: 2 clusters Score -1.364517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -13583751.000000 Penalty: 3764.284668
	Iteration 0F: 3 clusters Score -1.358375e+07 nChanged 51349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -13613308.000000 Penalty: 3764.284668
	Iteration 1F: 3 clusters Score -1.361331e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -13614428.000000 Penalty: 3764.284668
	Iteration 2Q: 3 clusters Score -1.361443e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -13615898.000000 Penalty: 3764.284668
	Iteration 3Q: 3 clusters Score -1.36159e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -13617807.000000 Penalty: 3764.284668
	Iteration 4Q: 3 clusters Score -1.361781e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -13620654.000000 Penalty: 3764.284668
	Iteration 5F: 3 clusters Score -1.362065e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -13625248.000000 Penalty: 3764.284668
	Iteration 6F: 3 clusters Score -1.362525e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -13631241.000000 Penalty: 3764.284668
	Iteration 7F: 3 clusters Score -1.363124e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -13636964.000000 Penalty: 3764.284668
	Iteration 8F: 3 clusters Score -1.363696e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -13640618.000000 Penalty: 3764.284668
	Iteration 9F: 3 clusters Score -1.364062e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -13642147.000000 Penalty: 3764.284668
	Iteration 10Q: 3 clusters Score -1.364215e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -13642913.000000 Penalty: 3764.284668
	Iteration 11Q: 3 clusters Score -1.364291e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -13643205.000000 Penalty: 3764.284668
	Iteration 12Q: 3 clusters Score -1.36432e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -13643442.000000 Penalty: 3764.284668
	Iteration 13Q: 3 clusters Score -1.364344e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -13643629.000000 Penalty: 3764.284668
	Iteration 14Q: 3 clusters Score -1.364363e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -13643732.000000 Penalty: 3764.284668
	Iteration 15Q: 3 clusters Score -1.364373e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -13643652.000000 Penalty: 3764.284668
	Iteration 16Q: 3 clusters Score -1.364365e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -13643558.000000 Penalty: 3764.284668
	Iteration 17Q: 3 clusters Score -1.364356e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -13643604.000000 Penalty: 3764.284668
	Iteration 18Q: 3 clusters Score -1.36436e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -13643627.000000 Penalty: 3764.284668
	Iteration 19Q: 3 clusters Score -1.364363e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -13643681.000000 Penalty: 3764.284668
	Iteration 20F: 3 clusters Score -1.364368e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -13643691.000000 Penalty: 3764.284668
	Iteration 21Q: 3 clusters Score -1.364369e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -13643766.000000 Penalty: 3764.284668
	Iteration 22Q: 3 clusters Score -1.364377e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -13643848.000000 Penalty: 3764.284668
	Iteration 23Q: 3 clusters Score -1.364385e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -13643860.000000 Penalty: 3764.284668
	Iteration 24Q: 3 clusters Score -1.364386e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98397 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -13643865.000000 Penalty: 3764.284668
	Iteration 25Q: 3 clusters Score -1.364386e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -13643897.000000 Penalty: 3764.284668
	Iteration 26Q: 3 clusters Score -1.36439e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -13643918.000000 Penalty: 3764.284668
	Iteration 27Q: 3 clusters Score -1.364392e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -13643933.000000 Penalty: 3764.284668
	Iteration 28Q: 3 clusters Score -1.364393e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99964 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -13643905.000000 Penalty: 3764.284668
	Iteration 29Q: 3 clusters Score -1.36439e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100283 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -13643912.000000 Penalty: 3764.284668
	Iteration 30Q: 3 clusters Score -1.364391e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -13643933.000000 Penalty: 3764.284668
	Iteration 31Q: 3 clusters Score -1.364393e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -13643965.000000 Penalty: 3764.284668
	Iteration 32Q: 3 clusters Score -1.364396e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -13643987.000000 Penalty: 3764.284668
	Iteration 33Q: 3 clusters Score -1.364399e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -13644006.000000 Penalty: 3764.284668
	Iteration 34Q: 3 clusters Score -1.364401e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -13644013.000000 Penalty: 3764.284668
	Iteration 35Q: 3 clusters Score -1.364401e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -13644065.000000 Penalty: 3764.284668
	Iteration 36Q: 3 clusters Score -1.364406e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101986 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -13644043.000000 Penalty: 3764.284668
	Iteration 37Q: 3 clusters Score -1.364404e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -13644105.000000 Penalty: 3764.284668
	Iteration 38Q: 3 clusters Score -1.36441e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -13644140.000000 Penalty: 3764.284668
	Iteration 39Q: 3 clusters Score -1.364414e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102471 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -13644160.000000 Penalty: 3764.284668
	Iteration 40F: 3 clusters Score -1.364416e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -13644169.000000 Penalty: 3764.284668
	Iteration 41Q: 3 clusters Score -1.364417e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -13644139.000000 Penalty: 3764.284668
	Iteration 42Q: 3 clusters Score -1.364414e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -13644165.000000 Penalty: 3764.284668
	Iteration 43Q: 3 clusters Score -1.364416e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102936 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -13644199.000000 Penalty: 3764.284668
	Iteration 44Q: 3 clusters Score -1.36442e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -13644207.000000 Penalty: 3764.284668
	Iteration 45Q: 3 clusters Score -1.364421e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103114 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -13644230.000000 Penalty: 3764.284668
	Iteration 46Q: 3 clusters Score -1.364423e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103196 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -13644230.000000 Penalty: 3764.284668
	Iteration 47Q: 3 clusters Score -1.364423e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -13644220.000000 Penalty: 3764.284668
	Iteration 48Q: 3 clusters Score -1.364422e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -13644229.000000 Penalty: 3764.284668
	Iteration 49Q: 3 clusters Score -1.364423e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103469 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -13644242.000000 Penalty: 3764.284668
	Iteration 50Q: 3 clusters Score -1.364424e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -13644256.000000 Penalty: 3764.284668
	Iteration 51Q: 3 clusters Score -1.364426e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -13644245.000000 Penalty: 3764.284668
	Iteration 52Q: 3 clusters Score -1.364424e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -13644250.000000 Penalty: 3764.284668
	Iteration 53Q: 3 clusters Score -1.364425e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -13644257.000000 Penalty: 3764.284668
	Iteration 54Q: 3 clusters Score -1.364426e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103796 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -13644269.000000 Penalty: 3764.284668
	Iteration 55Q: 3 clusters Score -1.364427e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103837 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -13644264.000000 Penalty: 3764.284668
	Iteration 56Q: 3 clusters Score -1.364426e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103873 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -13644262.000000 Penalty: 3764.284668
	Iteration 57Q: 3 clusters Score -1.364426e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -13644253.000000 Penalty: 3764.284668
	Iteration 58Q: 3 clusters Score -1.364425e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -13644259.000000 Penalty: 3764.284668
	Iteration 59Q: 3 clusters Score -1.364426e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -13644234.000000 Penalty: 3764.284668
	Iteration 60F: 3 clusters Score -1.364423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104009 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -13644217.000000 Penalty: 3764.284668
	Iteration 61Q: 3 clusters Score -1.364422e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104043 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -13644221.000000 Penalty: 3764.284668
	Iteration 62Q: 3 clusters Score -1.364422e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -13644226.000000 Penalty: 3764.284668
	Iteration 63Q: 3 clusters Score -1.364423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -13644202.000000 Penalty: 3764.284668
	Iteration 64Q: 3 clusters Score -1.36442e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -13644213.000000 Penalty: 3764.284668
	Iteration 65Q: 3 clusters Score -1.364421e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -13644231.000000 Penalty: 3764.284668
	Iteration 66Q: 3 clusters Score -1.364423e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -13644225.000000 Penalty: 3764.284668
	Iteration 67Q: 3 clusters Score -1.364422e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104262 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -13644236.000000 Penalty: 3764.284668
	Iteration 68Q: 3 clusters Score -1.364424e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -13644240.000000 Penalty: 3764.284668
	Iteration 69Q: 3 clusters Score -1.364424e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104339 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -13644242.000000 Penalty: 3764.284668
	Iteration 70Q: 3 clusters Score -1.364424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -13644250.000000 Penalty: 3764.284668
	Iteration 71Q: 3 clusters Score -1.364425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104401 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -13644256.000000 Penalty: 3764.284668
	Iteration 72Q: 3 clusters Score -1.364426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -13644244.000000 Penalty: 3764.284668
	Iteration 73Q: 3 clusters Score -1.364424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -13644253.000000 Penalty: 3764.284668
	Iteration 74Q: 3 clusters Score -1.364425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -13644266.000000 Penalty: 3764.284668
	Iteration 75Q: 3 clusters Score -1.364427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104494 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -13644291.000000 Penalty: 3764.284668
	Iteration 76Q: 3 clusters Score -1.364429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -13644280.000000 Penalty: 3764.284668
	Iteration 77Q: 3 clusters Score -1.364428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -13644268.000000 Penalty: 3764.284668
	Iteration 78Q: 3 clusters Score -1.364427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -13644283.000000 Penalty: 3764.284668
	Iteration 79Q: 3 clusters Score -1.364428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104580 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -13644276.000000 Penalty: 3764.284668
	Iteration 80F: 3 clusters Score -1.364428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -13644298.000000 Penalty: 3764.284668
	Iteration 81Q: 3 clusters Score -1.36443e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -13644290.000000 Penalty: 3764.284668
	Iteration 82Q: 3 clusters Score -1.364429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104647 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -13644305.000000 Penalty: 3764.284668
	Iteration 83Q: 3 clusters Score -1.36443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -13644294.000000 Penalty: 3764.284668
	Iteration 84Q: 3 clusters Score -1.364429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13644311.000000 Penalty: 3764.284668
	Iteration 85Q: 3 clusters Score -1.364431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -13644322.000000 Penalty: 3764.284668
	Iteration 86Q: 3 clusters Score -1.364432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -13644315.000000 Penalty: 3764.284668
	Iteration 87Q: 3 clusters Score -1.364432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -13644317.000000 Penalty: 3764.284668
	Iteration 88Q: 3 clusters Score -1.364432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -13644305.000000 Penalty: 3764.284668
	Iteration 89Q: 3 clusters Score -1.36443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104719 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -13644315.000000 Penalty: 3764.284668
	Iteration 90Q: 3 clusters Score -1.364432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -13644319.000000 Penalty: 3764.284668
	Iteration 91Q: 3 clusters Score -1.364432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -13644314.000000 Penalty: 3764.284668
	Iteration 92Q: 3 clusters Score -1.364431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104735 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -13644314.000000 Penalty: 3764.284668
	Iteration 93Q: 3 clusters Score -1.364431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104738 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -13644315.000000 Penalty: 3764.284668
	Iteration 94Q: 3 clusters Score -1.364432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -13644304.000000 Penalty: 3764.284668
	Iteration 95Q: 3 clusters Score -1.36443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104755 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -13644306.000000 Penalty: 3764.284668
	Iteration 96Q: 3 clusters Score -1.364431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104765 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -13644305.000000 Penalty: 3764.284668
	Iteration 97Q: 3 clusters Score -1.36443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104772 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -13644307.000000 Penalty: 3764.284668
	Iteration 98Q: 3 clusters Score -1.364431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104781 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -13644314.000000 Penalty: 3764.284668
	Iteration 99Q: 3 clusters Score -1.364431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13644322.000000 Penalty: 3764.284668
	Iteration 100F: 3 clusters Score -1.364432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104796 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -13644313.000000 Penalty: 3764.284668
	Iteration 101Q: 3 clusters Score -1.364431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104801 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -13644313.000000 Penalty: 3764.284668
	Iteration 102Q: 3 clusters Score -1.364431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -13644290.000000 Penalty: 3764.284668
	Iteration 103Q: 3 clusters Score -1.364429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104825 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -13644282.000000 Penalty: 3764.284668
	Iteration 104Q: 3 clusters Score -1.364428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -13644298.000000 Penalty: 3764.284668
	Iteration 105Q: 3 clusters Score -1.36443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -13644296.000000 Penalty: 3764.284668
	Iteration 106Q: 3 clusters Score -1.36443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104838 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -13644294.000000 Penalty: 3764.284668
	Iteration 107Q: 3 clusters Score -1.364429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13644285.000000 Penalty: 3764.284668
	Iteration 108Q: 3 clusters Score -1.364428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -13644305.000000 Penalty: 3764.284668
	Iteration 109Q: 3 clusters Score -1.36443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13644290.000000 Penalty: 3764.284668
	Iteration 110Q: 3 clusters Score -1.364429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13644290.000000 Penalty: 3764.284668
	Iteration 111F: 3 clusters Score -1.364429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16699.312500 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16699.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16927.542969 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -16927.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16998.041016 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -16998.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17018.847656 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -17018.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17026.921875 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -17026.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17026.921875 Penalty: 1740.890625
	Iteration 5F: 3 clusters Score -17026.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -175361.234375 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -175361.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -173592.203125 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -173592.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -173955.062500 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -173955.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -174058.562500 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -174058.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -174168.343750 Penalty: 2379.171387
	Iteration 3F: 3 clusters Score -174168.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -174227.656250 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -174227.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174257.468750 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -174257.5 nChanged 30
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: -174279.765625 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -174279.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -174298.046875 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -174298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -174310.343750 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -174310.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -174329.640625 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -174329.6 nChanged 18
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: -174349.890625 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -174349.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -174389.781250 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -174389.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -174412.906250 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -174412.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -174431.656250 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -174431.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -174442.234375 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -174442.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -174450.062500 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -174450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -174454.640625 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -174454.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -174458.937500 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -174458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -174461.484375 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -174461.5 nChanged 2
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: -174462.109375 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -174462.1 nChanged 0
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: -174462.109375 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -174462.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 27744 members 
Mstep: Class 4 contains 44256 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 47178 members 
Mstep: Class 8 contains 80837 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 13 contains 62134 members 
Mstep: Class 15 contains 26755 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107196 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786804.000000 Penalty: 32109.041016
Iteration 279Q: 16 clusters Score -6.57868e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 44242 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6568 members 
Mstep: Class 7 contains 47399 members 
Mstep: Class 8 contains 80825 members 
Mstep: Class 11 contains 49639 members 
Mstep: Class 13 contains 62127 members 
Mstep: Class 15 contains 26752 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107168 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786800.000000 Penalty: 32109.041016
Iteration 280F: 16 clusters Score -6.57868e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 27748 members 
Mstep: Class 4 contains 44229 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 47628 members 
Mstep: Class 8 contains 80819 members 
Mstep: Class 11 contains 49456 members 
Mstep: Class 13 contains 62118 members 
Mstep: Class 15 contains 26749 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107144 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786760.000000 Penalty: 32109.041016
Iteration 281Q: 16 clusters Score -6.578676e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 44216 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 47870 members 
Mstep: Class 8 contains 80820 members 
Mstep: Class 11 contains 49248 members 
Mstep: Class 13 contains 62123 members 
Mstep: Class 15 contains 26747 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107115 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786772.000000 Penalty: 32109.041016
Iteration 282Q: 16 clusters Score -6.578677e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 14225 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 44201 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 48121 members 
Mstep: Class 8 contains 80822 members 
Mstep: Class 11 contains 49026 members 
Mstep: Class 13 contains 62127 members 
Mstep: Class 15 contains 26742 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107102 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786856.000000 Penalty: 32109.041016
Iteration 283Q: 16 clusters Score -6.578686e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 14221 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 44182 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 48391 members 
Mstep: Class 8 contains 80821 members 
Mstep: Class 11 contains 48802 members 
Mstep: Class 13 contains 62127 members 
Mstep: Class 15 contains 26741 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107081 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786748.000000 Penalty: 32109.041016
Iteration 284Q: 16 clusters Score -6.578675e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 14219 members 
Mstep: Class 3 contains 27746 members 
Mstep: Class 4 contains 44156 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 48652 members 
Mstep: Class 8 contains 80815 members 
Mstep: Class 11 contains 48605 members 
Mstep: Class 13 contains 62124 members 
Mstep: Class 15 contains 26741 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107058 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786924.000000 Penalty: 32109.041016
Iteration 285Q: 16 clusters Score -6.578692e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 14220 members 
Mstep: Class 3 contains 27744 members 
Mstep: Class 4 contains 44136 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 48919 members 
Mstep: Class 8 contains 80806 members 
Mstep: Class 11 contains 48397 members 
Mstep: Class 13 contains 62122 members 
Mstep: Class 15 contains 26738 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107034 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786948.000000 Penalty: 32109.041016
Iteration 286Q: 16 clusters Score -6.578695e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 27742 members 
Mstep: Class 4 contains 44122 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 49171 members 
Mstep: Class 8 contains 80796 members 
Mstep: Class 11 contains 48186 members 
Mstep: Class 13 contains 62117 members 
Mstep: Class 15 contains 26735 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107025 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786996.000000 Penalty: 32109.041016
Iteration 287Q: 16 clusters Score -6.5787e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 14226 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 44111 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 49430 members 
Mstep: Class 8 contains 80796 members 
Mstep: Class 11 contains 47958 members 
Mstep: Class 13 contains 62112 members 
Mstep: Class 15 contains 26729 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 107015 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787116.000000 Penalty: 32109.041016
Iteration 288Q: 16 clusters Score -6.578712e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 44088 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 49716 members 
Mstep: Class 8 contains 80800 members 
Mstep: Class 11 contains 47730 members 
Mstep: Class 13 contains 62099 members 
Mstep: Class 15 contains 26722 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106998 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787080.000000 Penalty: 32109.041016
Iteration 289Q: 16 clusters Score -6.578708e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 14229 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 44067 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 49990 members 
Mstep: Class 8 contains 80800 members 
Mstep: Class 11 contains 47489 members 
Mstep: Class 13 contains 62099 members 
Mstep: Class 15 contains 26718 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106989 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787188.000000 Penalty: 32109.041016
Iteration 290Q: 16 clusters Score -6.578719e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 44049 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 50242 members 
Mstep: Class 8 contains 80796 members 
Mstep: Class 11 contains 47262 members 
Mstep: Class 13 contains 62105 members 
Mstep: Class 15 contains 26719 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106983 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787312.000000 Penalty: 32109.041016
Iteration 291Q: 16 clusters Score -6.578731e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 27732 members 
Mstep: Class 4 contains 44030 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 50522 members 
Mstep: Class 8 contains 80788 members 
Mstep: Class 11 contains 47027 members 
Mstep: Class 13 contains 62100 members 
Mstep: Class 15 contains 26724 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106959 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787408.000000 Penalty: 32109.041016
Iteration 292Q: 16 clusters Score -6.578741e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 27731 members 
Mstep: Class 4 contains 44016 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 50803 members 
Mstep: Class 8 contains 80793 members 
Mstep: Class 11 contains 46798 members 
Mstep: Class 13 contains 62085 members 
Mstep: Class 15 contains 26728 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106924 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787384.000000 Penalty: 32109.041016
Iteration 293Q: 16 clusters Score -6.578738e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 44007 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 51067 members 
Mstep: Class 8 contains 80790 members 
Mstep: Class 11 contains 46569 members 
Mstep: Class 13 contains 62076 members 
Mstep: Class 15 contains 26730 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106903 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787404.000000 Penalty: 32109.041016
Iteration 294Q: 16 clusters Score -6.57874e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 43999 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 51319 members 
Mstep: Class 8 contains 80792 members 
Mstep: Class 11 contains 46357 members 
Mstep: Class 13 contains 62070 members 
Mstep: Class 15 contains 26726 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106883 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787456.000000 Penalty: 32109.041016
Iteration 295Q: 16 clusters Score -6.578746e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 27723 members 
Mstep: Class 4 contains 43993 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 51580 members 
Mstep: Class 8 contains 80790 members 
Mstep: Class 11 contains 46114 members 
Mstep: Class 13 contains 62067 members 
Mstep: Class 15 contains 26728 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106875 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787512.000000 Penalty: 32109.041016
Iteration 296Q: 16 clusters Score -6.578751e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 43982 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 51827 members 
Mstep: Class 8 contains 80788 members 
Mstep: Class 11 contains 45895 members 
Mstep: Class 13 contains 62072 members 
Mstep: Class 15 contains 26724 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106857 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787552.000000 Penalty: 32109.041016
Iteration 297Q: 16 clusters Score -6.578755e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 27719 members 
Mstep: Class 4 contains 43975 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 52055 members 
Mstep: Class 8 contains 80788 members 
Mstep: Class 11 contains 45708 members 
Mstep: Class 13 contains 62065 members 
Mstep: Class 15 contains 26725 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106826 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787612.000000 Penalty: 32109.041016
Iteration 298Q: 16 clusters Score -6.578761e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 27717 members 
Mstep: Class 4 contains 43967 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 52271 members 
Mstep: Class 8 contains 80791 members 
Mstep: Class 11 contains 45533 members 
Mstep: Class 13 contains 62064 members 
Mstep: Class 15 contains 26725 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106796 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787568.000000 Penalty: 32109.041016
Iteration 299Q: 16 clusters Score -6.578757e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14256 members 
Mstep: Class 3 contains 27715 members 
Mstep: Class 4 contains 43958 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 52476 members 
Mstep: Class 8 contains 80788 members 
Mstep: Class 11 contains 45359 members 
Mstep: Class 13 contains 62056 members 
Mstep: Class 15 contains 26731 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106779 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787572.000000 Penalty: 32109.041016
Iteration 300F: 16 clusters Score -6.578757e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 14263 members 
Mstep: Class 3 contains 27716 members 
Mstep: Class 4 contains 43945 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 52668 members 
Mstep: Class 8 contains 80791 members 
Mstep: Class 11 contains 45188 members 
Mstep: Class 13 contains 62054 members 
Mstep: Class 15 contains 26728 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106760 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787656.000000 Penalty: 32109.041016
Iteration 301Q: 16 clusters Score -6.578766e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 14268 members 
Mstep: Class 3 contains 27718 members 
Mstep: Class 4 contains 43930 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 52864 members 
Mstep: Class 8 contains 80790 members 
Mstep: Class 11 contains 45017 members 
Mstep: Class 13 contains 62053 members 
Mstep: Class 15 contains 26728 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106740 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787728.000000 Penalty: 32109.041016
Iteration 302Q: 16 clusters Score -6.578773e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 27716 members 
Mstep: Class 4 contains 43911 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 53037 members 
Mstep: Class 8 contains 80796 members 
Mstep: Class 11 contains 44859 members 
Mstep: Class 13 contains 62054 members 
Mstep: Class 15 contains 26727 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106734 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787732.000000 Penalty: 32109.041016
Iteration 303Q: 16 clusters Score -6.578773e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 27715 members 
Mstep: Class 4 contains 43899 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 53181 members 
Mstep: Class 8 contains 80808 members 
Mstep: Class 11 contains 44733 members 
Mstep: Class 13 contains 62046 members 
Mstep: Class 15 contains 26729 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106718 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787768.000000 Penalty: 32109.041016
Iteration 304Q: 16 clusters Score -6.578777e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 14283 members 
Mstep: Class 3 contains 27715 members 
Mstep: Class 4 contains 43876 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 53317 members 
Mstep: Class 8 contains 80822 members 
Mstep: Class 11 contains 44612 members 
Mstep: Class 13 contains 62045 members 
Mstep: Class 15 contains 26733 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106709 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787680.000000 Penalty: 32109.041016
Iteration 305Q: 16 clusters Score -6.578768e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 27714 members 
Mstep: Class 4 contains 43864 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 53450 members 
Mstep: Class 8 contains 80830 members 
Mstep: Class 11 contains 44470 members 
Mstep: Class 13 contains 62054 members 
Mstep: Class 15 contains 26738 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106709 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787644.000000 Penalty: 32109.041016
Iteration 306Q: 16 clusters Score -6.578764e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 27714 members 
Mstep: Class 4 contains 43839 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6562 members 
Mstep: Class 7 contains 53619 members 
Mstep: Class 8 contains 80834 members 
Mstep: Class 11 contains 44317 members 
Mstep: Class 13 contains 62048 members 
Mstep: Class 15 contains 26742 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106709 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787596.000000 Penalty: 32109.041016
Iteration 307Q: 16 clusters Score -6.57876e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 14290 members 
Mstep: Class 3 contains 27714 members 
Mstep: Class 4 contains 43820 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 53764 members 
Mstep: Class 8 contains 80839 members 
Mstep: Class 11 contains 44156 members 
Mstep: Class 13 contains 62062 members 
Mstep: Class 15 contains 26750 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106714 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787652.000000 Penalty: 32109.041016
Iteration 308Q: 16 clusters Score -6.578765e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 27716 members 
Mstep: Class 4 contains 43800 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 53890 members 
Mstep: Class 8 contains 80840 members 
Mstep: Class 11 contains 44011 members 
Mstep: Class 13 contains 62075 members 
Mstep: Class 15 contains 26754 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106722 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787744.000000 Penalty: 32109.041016
Iteration 309Q: 16 clusters Score -6.578774e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 27715 members 
Mstep: Class 4 contains 43793 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 54030 members 
Mstep: Class 8 contains 80843 members 
Mstep: Class 11 contains 43856 members 
Mstep: Class 13 contains 62081 members 
Mstep: Class 15 contains 26760 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106721 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787624.000000 Penalty: 32109.041016
Iteration 310Q: 16 clusters Score -6.578762e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 14323 members 
Mstep: Class 3 contains 27714 members 
Mstep: Class 4 contains 43782 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 54177 members 
Mstep: Class 8 contains 80847 members 
Mstep: Class 11 contains 43692 members 
Mstep: Class 13 contains 62095 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106713 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787636.000000 Penalty: 32109.041016
Iteration 311Q: 16 clusters Score -6.578764e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 14333 members 
Mstep: Class 3 contains 27716 members 
Mstep: Class 4 contains 43771 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 54316 members 
Mstep: Class 8 contains 80858 members 
Mstep: Class 11 contains 43524 members 
Mstep: Class 13 contains 62107 members 
Mstep: Class 15 contains 26770 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106708 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787636.000000 Penalty: 32109.041016
Iteration 312Q: 16 clusters Score -6.578764e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 27713 members 
Mstep: Class 4 contains 43758 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6568 members 
Mstep: Class 7 contains 54462 members 
Mstep: Class 8 contains 80865 members 
Mstep: Class 11 contains 43348 members 
Mstep: Class 13 contains 62113 members 
Mstep: Class 15 contains 26777 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106721 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787692.000000 Penalty: 32109.041016
Iteration 313Q: 16 clusters Score -6.578769e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 14355 members 
Mstep: Class 3 contains 27713 members 
Mstep: Class 4 contains 43759 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 54592 members 
Mstep: Class 8 contains 80869 members 
Mstep: Class 11 contains 43179 members 
Mstep: Class 13 contains 62112 members 
Mstep: Class 15 contains 26785 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106740 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787768.000000 Penalty: 32109.041016
Iteration 314Q: 16 clusters Score -6.578777e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 14360 members 
Mstep: Class 3 contains 27712 members 
Mstep: Class 4 contains 43767 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 54728 members 
Mstep: Class 8 contains 80880 members 
Mstep: Class 11 contains 43002 members 
Mstep: Class 13 contains 62132 members 
Mstep: Class 15 contains 26787 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106738 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787704.000000 Penalty: 32109.041016
Iteration 315Q: 16 clusters Score -6.57877e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 14371 members 
Mstep: Class 3 contains 27711 members 
Mstep: Class 4 contains 43766 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 54848 members 
Mstep: Class 8 contains 80891 members 
Mstep: Class 11 contains 42849 members 
Mstep: Class 13 contains 62143 members 
Mstep: Class 15 contains 26786 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106741 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787872.000000 Penalty: 32109.041016
Iteration 316Q: 16 clusters Score -6.578787e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 14380 members 
Mstep: Class 3 contains 27711 members 
Mstep: Class 4 contains 43763 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 54940 members 
Mstep: Class 8 contains 80902 members 
Mstep: Class 11 contains 42713 members 
Mstep: Class 13 contains 62159 members 
Mstep: Class 15 contains 26789 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106748 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787772.000000 Penalty: 32109.041016
Iteration 317Q: 16 clusters Score -6.578777e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 14390 members 
Mstep: Class 3 contains 27708 members 
Mstep: Class 4 contains 43751 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 55035 members 
Mstep: Class 8 contains 80905 members 
Mstep: Class 11 contains 42586 members 
Mstep: Class 13 contains 62174 members 
Mstep: Class 15 contains 26795 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106759 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787752.000000 Penalty: 32109.041016
Iteration 318Q: 16 clusters Score -6.578775e+07 nChanged 533
Entering ConstructFrom: 
Score: -65787752.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Entering Unmasked Estep 
Score: -6607698.500000 Penalty: 1762.147217
	Iteration 0F: 2 clusters Score -6607698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -6574556.500000 Penalty: 3524.294434
	Iteration 0F: 3 clusters Score -6574556 nChanged 24124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6588647.500000 Penalty: 3524.294434
	Iteration 1F: 3 clusters Score -6588648 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -6589353.500000 Penalty: 3524.294434
	Iteration 2Q: 3 clusters Score -6589354 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -6590275.000000 Penalty: 3524.294434
	Iteration 3Q: 3 clusters Score -6590275 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -6591506.000000 Penalty: 3524.294434
	Iteration 4F: 3 clusters Score -6591506 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -6593066.000000 Penalty: 3524.294434
	Iteration 5F: 3 clusters Score -6593066 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -6595050.000000 Penalty: 3524.294434
	Iteration 6F: 3 clusters Score -6595050 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -6597134.000000 Penalty: 3524.294434
	Iteration 7F: 3 clusters Score -6597134 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -6599367.000000 Penalty: 3524.294434
	Iteration 8F: 3 clusters Score -6599367 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -6601449.000000 Penalty: 3524.294434
	Iteration 9F: 3 clusters Score -6601449 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -6602835.500000 Penalty: 3524.294434
	Iteration 10Q: 3 clusters Score -6602836 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -6603624.500000 Penalty: 3524.294434
	Iteration 11Q: 3 clusters Score -6603624 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -6604099.000000 Penalty: 3524.294434
	Iteration 12Q: 3 clusters Score -6604099 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6604467.500000 Penalty: 3524.294434
	Iteration 13Q: 3 clusters Score -6604468 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6604814.500000 Penalty: 3524.294434
	Iteration 14Q: 3 clusters Score -6604814 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6605173.000000 Penalty: 3524.294434
	Iteration 15Q: 3 clusters Score -6605173 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6605458.500000 Penalty: 3524.294434
	Iteration 16Q: 3 clusters Score -6605458 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6605658.000000 Penalty: 3524.294434
	Iteration 17Q: 3 clusters Score -6605658 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6605845.500000 Penalty: 3524.294434
	Iteration 18Q: 3 clusters Score -6605846 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6605966.500000 Penalty: 3524.294434
	Iteration 19Q: 3 clusters Score -6605966 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6606047.000000 Penalty: 3524.294434
	Iteration 20F: 3 clusters Score -6606047 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6606093.000000 Penalty: 3524.294434
	Iteration 21Q: 3 clusters Score -6606093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6606123.500000 Penalty: 3524.294434
	Iteration 22Q: 3 clusters Score -6606124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6606122.000000 Penalty: 3524.294434
	Iteration 23Q: 3 clusters Score -6606122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6606129.500000 Penalty: 3524.294434
	Iteration 24Q: 3 clusters Score -6606130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6606135.000000 Penalty: 3524.294434
	Iteration 25Q: 3 clusters Score -6606135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6606143.000000 Penalty: 3524.294434
	Iteration 26Q: 3 clusters Score -6606143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6606157.500000 Penalty: 3524.294434
	Iteration 27Q: 3 clusters Score -6606158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6606161.500000 Penalty: 3524.294434
	Iteration 28Q: 3 clusters Score -6606162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6606169.000000 Penalty: 3524.294434
	Iteration 29Q: 3 clusters Score -6606169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6606177.000000 Penalty: 3524.294434
	Iteration 30Q: 3 clusters Score -6606177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6606180.500000 Penalty: 3524.294434
	Iteration 31Q: 3 clusters Score -6606180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6606181.000000 Penalty: 3524.294434
	Iteration 32Q: 3 clusters Score -6606181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6606187.500000 Penalty: 3524.294434
	Iteration 33Q: 3 clusters Score -6606188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6606187.500000 Penalty: 3524.294434
	Iteration 34Q: 3 clusters Score -6606188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6606188.500000 Penalty: 3524.294434
	Iteration 35Q: 3 clusters Score -6606188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6606188.500000 Penalty: 3524.294434
	Iteration 36F: 3 clusters Score -6606188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Entering Unmasked Estep 
Score: -1845710.000000 Penalty: 1555.855835
	Iteration 0F: 2 clusters Score -1845710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1835853.875000 Penalty: 3111.711670
	Iteration 0F: 3 clusters Score -1835854 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1839126.875000 Penalty: 3111.711670
	Iteration 1F: 3 clusters Score -1839127 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1839401.250000 Penalty: 3111.711670
	Iteration 2F: 3 clusters Score -1839401 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1839645.250000 Penalty: 3111.711670
	Iteration 3Q: 3 clusters Score -1839645 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1839887.625000 Penalty: 3111.711670
	Iteration 4Q: 3 clusters Score -1839888 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1840148.500000 Penalty: 3111.711670
	Iteration 5Q: 3 clusters Score -1840148 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1840413.125000 Penalty: 3111.711670
	Iteration 6Q: 3 clusters Score -1840413 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1840716.750000 Penalty: 3111.711670
	Iteration 7Q: 3 clusters Score -1840717 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1841053.750000 Penalty: 3111.711670
	Iteration 8Q: 3 clusters Score -1841054 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1841419.125000 Penalty: 3111.711670
	Iteration 9Q: 3 clusters Score -1841419 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1841785.250000 Penalty: 3111.711670
	Iteration 10Q: 3 clusters Score -1841785 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1842147.625000 Penalty: 3111.711670
	Iteration 11Q: 3 clusters Score -1842148 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1842466.250000 Penalty: 3111.711670
	Iteration 12Q: 3 clusters Score -1842466 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1842707.000000 Penalty: 3111.711670
	Iteration 13Q: 3 clusters Score -1842707 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1842903.250000 Penalty: 3111.711670
	Iteration 14Q: 3 clusters Score -1842903 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1843094.875000 Penalty: 3111.711670
	Iteration 15Q: 3 clusters Score -1843095 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1843254.875000 Penalty: 3111.711670
	Iteration 16Q: 3 clusters Score -1843255 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1843382.875000 Penalty: 3111.711670
	Iteration 17Q: 3 clusters Score -1843383 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1843496.750000 Penalty: 3111.711670
	Iteration 18Q: 3 clusters Score -1843497 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1843593.500000 Penalty: 3111.711670
	Iteration 19Q: 3 clusters Score -1843594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1843690.375000 Penalty: 3111.711670
	Iteration 20F: 3 clusters Score -1843690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1843786.750000 Penalty: 3111.711670
	Iteration 21Q: 3 clusters Score -1843787 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1843874.250000 Penalty: 3111.711670
	Iteration 22Q: 3 clusters Score -1843874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1843949.875000 Penalty: 3111.711670
	Iteration 23Q: 3 clusters Score -1843950 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1844003.250000 Penalty: 3111.711670
	Iteration 24Q: 3 clusters Score -1844003 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1844059.875000 Penalty: 3111.711670
	Iteration 25Q: 3 clusters Score -1844060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1844099.125000 Penalty: 3111.711670
	Iteration 26Q: 3 clusters Score -1844099 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1844125.125000 Penalty: 3111.711670
	Iteration 27Q: 3 clusters Score -1844125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1844146.875000 Penalty: 3111.711670
	Iteration 28Q: 3 clusters Score -1844147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1844167.125000 Penalty: 3111.711670
	Iteration 29Q: 3 clusters Score -1844167 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1844179.750000 Penalty: 3111.711670
	Iteration 30Q: 3 clusters Score -1844180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1844189.125000 Penalty: 3111.711670
	Iteration 31Q: 3 clusters Score -1844189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1844207.500000 Penalty: 3111.711670
	Iteration 32Q: 3 clusters Score -1844208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1844216.250000 Penalty: 3111.711670
	Iteration 33Q: 3 clusters Score -1844216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1844225.000000 Penalty: 3111.711670
	Iteration 34Q: 3 clusters Score -1844225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1844239.375000 Penalty: 3111.711670
	Iteration 35Q: 3 clusters Score -1844239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1844249.875000 Penalty: 3111.711670
	Iteration 36Q: 3 clusters Score -1844250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1844259.875000 Penalty: 3111.711670
	Iteration 37Q: 3 clusters Score -1844260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1844272.500000 Penalty: 3111.711670
	Iteration 38Q: 3 clusters Score -1844272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1844281.250000 Penalty: 3111.711670
	Iteration 39Q: 3 clusters Score -1844281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1844285.250000 Penalty: 3111.711670
	Iteration 40F: 3 clusters Score -1844285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1844294.625000 Penalty: 3111.711670
	Iteration 41Q: 3 clusters Score -1844295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1844301.125000 Penalty: 3111.711670
	Iteration 42Q: 3 clusters Score -1844301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1844308.000000 Penalty: 3111.711670
	Iteration 43Q: 3 clusters Score -1844308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1844311.125000 Penalty: 3111.711670
	Iteration 44Q: 3 clusters Score -1844311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1844312.875000 Penalty: 3111.711670
	Iteration 45Q: 3 clusters Score -1844313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1844318.625000 Penalty: 3111.711670
	Iteration 46Q: 3 clusters Score -1844319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1844326.500000 Penalty: 3111.711670
	Iteration 47Q: 3 clusters Score -1844326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1844328.500000 Penalty: 3111.711670
	Iteration 48Q: 3 clusters Score -1844328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1844335.375000 Penalty: 3111.711670
	Iteration 49Q: 3 clusters Score -1844335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1844334.125000 Penalty: 3111.711670
	Iteration 50Q: 3 clusters Score -1844334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1844339.875000 Penalty: 3111.711670
	Iteration 51Q: 3 clusters Score -1844340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1844343.500000 Penalty: 3111.711670
	Iteration 52Q: 3 clusters Score -1844344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1844344.500000 Penalty: 3111.711670
	Iteration 53Q: 3 clusters Score -1844344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1844351.625000 Penalty: 3111.711670
	Iteration 54Q: 3 clusters Score -1844352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1844353.125000 Penalty: 3111.711670
	Iteration 55Q: 3 clusters Score -1844353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1844355.250000 Penalty: 3111.711670
	Iteration 56Q: 3 clusters Score -1844355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1844357.750000 Penalty: 3111.711670
	Iteration 57Q: 3 clusters Score -1844358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1844357.000000 Penalty: 3111.711670
	Iteration 58Q: 3 clusters Score -1844357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1844361.625000 Penalty: 3111.711670
	Iteration 59Q: 3 clusters Score -1844362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1844364.125000 Penalty: 3111.711670
	Iteration 60F: 3 clusters Score -1844364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1844364.375000 Penalty: 3111.711670
	Iteration 61Q: 3 clusters Score -1844364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1844367.250000 Penalty: 3111.711670
	Iteration 62Q: 3 clusters Score -1844367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1844367.375000 Penalty: 3111.711670
	Iteration 63Q: 3 clusters Score -1844367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1844374.375000 Penalty: 3111.711670
	Iteration 64Q: 3 clusters Score -1844374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1844377.000000 Penalty: 3111.711670
	Iteration 65Q: 3 clusters Score -1844377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1844378.750000 Penalty: 3111.711670
	Iteration 66Q: 3 clusters Score -1844379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1844379.750000 Penalty: 3111.711670
	Iteration 67Q: 3 clusters Score -1844380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1844379.500000 Penalty: 3111.711670
	Iteration 68Q: 3 clusters Score -1844380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1844380.375000 Penalty: 3111.711670
	Iteration 69Q: 3 clusters Score -1844380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1844380.375000 Penalty: 3111.711670
	Iteration 70F: 3 clusters Score -1844380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Entering Unmasked Estep 
Score: -3439723.750000 Penalty: 1662.307495
	Iteration 0F: 2 clusters Score -3439724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3421007.750000 Penalty: 3324.614990
	Iteration 0F: 3 clusters Score -3421008 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3427902.750000 Penalty: 3324.614990
	Iteration 1F: 3 clusters Score -3427903 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3428186.750000 Penalty: 3324.614990
	Iteration 2Q: 3 clusters Score -3428187 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3428451.250000 Penalty: 3324.614990
	Iteration 3Q: 3 clusters Score -3428451 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3428660.000000 Penalty: 3324.614990
	Iteration 4Q: 3 clusters Score -3428660 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3428854.000000 Penalty: 3324.614990
	Iteration 5Q: 3 clusters Score -3428854 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3429089.250000 Penalty: 3324.614990
	Iteration 6Q: 3 clusters Score -3429089 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3429363.500000 Penalty: 3324.614990
	Iteration 7Q: 3 clusters Score -3429364 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3429648.750000 Penalty: 3324.614990
	Iteration 8Q: 3 clusters Score -3429649 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3430036.250000 Penalty: 3324.614990
	Iteration 9Q: 3 clusters Score -3430036 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3430603.500000 Penalty: 3324.614990
	Iteration 10Q: 3 clusters Score -3430604 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3431368.250000 Penalty: 3324.614990
	Iteration 11Q: 3 clusters Score -3431368 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3432390.250000 Penalty: 3324.614990
	Iteration 12F: 3 clusters Score -3432390 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3433249.250000 Penalty: 3324.614990
	Iteration 13F: 3 clusters Score -3433249 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3433656.750000 Penalty: 3324.614990
	Iteration 14Q: 3 clusters Score -3433657 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3433840.000000 Penalty: 3324.614990
	Iteration 15Q: 3 clusters Score -3433840 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3433920.250000 Penalty: 3324.614990
	Iteration 16Q: 3 clusters Score -3433920 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3433981.750000 Penalty: 3324.614990
	Iteration 17Q: 3 clusters Score -3433982 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3434040.000000 Penalty: 3324.614990
	Iteration 18Q: 3 clusters Score -3434040 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3434089.750000 Penalty: 3324.614990
	Iteration 19Q: 3 clusters Score -3434090 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3434149.500000 Penalty: 3324.614990
	Iteration 20F: 3 clusters Score -3434150 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3434185.750000 Penalty: 3324.614990
	Iteration 21Q: 3 clusters Score -3434186 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3434221.000000 Penalty: 3324.614990
	Iteration 22Q: 3 clusters Score -3434221 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3434269.500000 Penalty: 3324.614990
	Iteration 23Q: 3 clusters Score -3434270 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3434336.500000 Penalty: 3324.614990
	Iteration 24Q: 3 clusters Score -3434336 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3434400.250000 Penalty: 3324.614990
	Iteration 25Q: 3 clusters Score -3434400 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3434472.000000 Penalty: 3324.614990
	Iteration 26Q: 3 clusters Score -3434472 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3434526.250000 Penalty: 3324.614990
	Iteration 27Q: 3 clusters Score -3434526 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3434628.000000 Penalty: 3324.614990
	Iteration 28Q: 3 clusters Score -3434628 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3434724.000000 Penalty: 3324.614990
	Iteration 29Q: 3 clusters Score -3434724 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3434845.000000 Penalty: 3324.614990
	Iteration 30Q: 3 clusters Score -3434845 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3434953.000000 Penalty: 3324.614990
	Iteration 31Q: 3 clusters Score -3434953 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3435110.750000 Penalty: 3324.614990
	Iteration 32Q: 3 clusters Score -3435111 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3435254.000000 Penalty: 3324.614990
	Iteration 33Q: 3 clusters Score -3435254 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3435404.250000 Penalty: 3324.614990
	Iteration 34Q: 3 clusters Score -3435404 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3435544.250000 Penalty: 3324.614990
	Iteration 35Q: 3 clusters Score -3435544 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3435729.500000 Penalty: 3324.614990
	Iteration 36Q: 3 clusters Score -3435730 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3435900.500000 Penalty: 3324.614990
	Iteration 37Q: 3 clusters Score -3435900 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3436069.500000 Penalty: 3324.614990
	Iteration 38Q: 3 clusters Score -3436070 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3436267.000000 Penalty: 3324.614990
	Iteration 39Q: 3 clusters Score -3436267 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3436465.000000 Penalty: 3324.614990
	Iteration 40F: 3 clusters Score -3436465 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3436630.000000 Penalty: 3324.614990
	Iteration 41Q: 3 clusters Score -3436630 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3436816.250000 Penalty: 3324.614990
	Iteration 42Q: 3 clusters Score -3436816 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3437026.500000 Penalty: 3324.614990
	Iteration 43Q: 3 clusters Score -3437026 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3437182.250000 Penalty: 3324.614990
	Iteration 44Q: 3 clusters Score -3437182 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3437314.000000 Penalty: 3324.614990
	Iteration 45Q: 3 clusters Score -3437314 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3437472.250000 Penalty: 3324.614990
	Iteration 46Q: 3 clusters Score -3437472 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3437618.750000 Penalty: 3324.614990
	Iteration 47Q: 3 clusters Score -3437619 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3437743.500000 Penalty: 3324.614990
	Iteration 48Q: 3 clusters Score -3437744 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3437871.500000 Penalty: 3324.614990
	Iteration 49Q: 3 clusters Score -3437872 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3437953.500000 Penalty: 3324.614990
	Iteration 50Q: 3 clusters Score -3437954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3438034.250000 Penalty: 3324.614990
	Iteration 51Q: 3 clusters Score -3438034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3438092.500000 Penalty: 3324.614990
	Iteration 52Q: 3 clusters Score -3438092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3438127.250000 Penalty: 3324.614990
	Iteration 53Q: 3 clusters Score -3438127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3438164.250000 Penalty: 3324.614990
	Iteration 54Q: 3 clusters Score -3438164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3438186.250000 Penalty: 3324.614990
	Iteration 55Q: 3 clusters Score -3438186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3438216.000000 Penalty: 3324.614990
	Iteration 56Q: 3 clusters Score -3438216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3438228.750000 Penalty: 3324.614990
	Iteration 57Q: 3 clusters Score -3438229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3438241.500000 Penalty: 3324.614990
	Iteration 58Q: 3 clusters Score -3438242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3438250.500000 Penalty: 3324.614990
	Iteration 59Q: 3 clusters Score -3438250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3438252.250000 Penalty: 3324.614990
	Iteration 60F: 3 clusters Score -3438252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3438254.750000 Penalty: 3324.614990
	Iteration 61Q: 3 clusters Score -3438255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3438263.500000 Penalty: 3324.614990
	Iteration 62Q: 3 clusters Score -3438264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3438265.250000 Penalty: 3324.614990
	Iteration 63Q: 3 clusters Score -3438265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3438267.000000 Penalty: 3324.614990
	Iteration 64Q: 3 clusters Score -3438267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3438263.750000 Penalty: 3324.614990
	Iteration 65Q: 3 clusters Score -3438264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3438266.500000 Penalty: 3324.614990
	Iteration 66Q: 3 clusters Score -3438266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3438268.750000 Penalty: 3324.614990
	Iteration 67Q: 3 clusters Score -3438269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3438268.250000 Penalty: 3324.614990
	Iteration 68Q: 3 clusters Score -3438268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3438270.750000 Penalty: 3324.614990
	Iteration 69Q: 3 clusters Score -3438271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3438273.500000 Penalty: 3324.614990
	Iteration 70Q: 3 clusters Score -3438274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3438275.750000 Penalty: 3324.614990
	Iteration 71Q: 3 clusters Score -3438276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3438279.000000 Penalty: 3324.614990
	Iteration 72Q: 3 clusters Score -3438279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3438284.750000 Penalty: 3324.614990
	Iteration 73Q: 3 clusters Score -3438285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3438287.500000 Penalty: 3324.614990
	Iteration 74Q: 3 clusters Score -3438288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3438289.000000 Penalty: 3324.614990
	Iteration 75Q: 3 clusters Score -3438289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3438290.000000 Penalty: 3324.614990
	Iteration 76Q: 3 clusters Score -3438290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3438296.000000 Penalty: 3324.614990
	Iteration 77Q: 3 clusters Score -3438296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3438298.750000 Penalty: 3324.614990
	Iteration 78Q: 3 clusters Score -3438299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3438299.250000 Penalty: 3324.614990
	Iteration 79Q: 3 clusters Score -3438299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3438303.250000 Penalty: 3324.614990
	Iteration 80F: 3 clusters Score -3438303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3438302.500000 Penalty: 3324.614990
	Iteration 81Q: 3 clusters Score -3438302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3438304.500000 Penalty: 3324.614990
	Iteration 82Q: 3 clusters Score -3438304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3438304.500000 Penalty: 3324.614990
	Iteration 83F: 3 clusters Score -3438304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Entering Unmasked Estep 
Score: -5533246.500000 Penalty: 1736.515137
	Iteration 0F: 2 clusters Score -5533246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5503963.000000 Penalty: 3473.030273
	Iteration 0F: 3 clusters Score -5503963 nChanged 20559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5515683.000000 Penalty: 3473.030273
	Iteration 1F: 3 clusters Score -5515683 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -5516302.000000 Penalty: 3473.030273
	Iteration 2Q: 3 clusters Score -5516302 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -5517029.500000 Penalty: 3473.030273
	Iteration 3Q: 3 clusters Score -5517030 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -5518047.500000 Penalty: 3473.030273
	Iteration 4F: 3 clusters Score -5518048 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -5519553.000000 Penalty: 3473.030273
	Iteration 5F: 3 clusters Score -5519553 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5521678.500000 Penalty: 3473.030273
	Iteration 6F: 3 clusters Score -5521678 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -5524200.500000 Penalty: 3473.030273
	Iteration 7F: 3 clusters Score -5524200 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -5526411.500000 Penalty: 3473.030273
	Iteration 8F: 3 clusters Score -5526412 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5528112.500000 Penalty: 3473.030273
	Iteration 9Q: 3 clusters Score -5528112 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -5529362.500000 Penalty: 3473.030273
	Iteration 10Q: 3 clusters Score -5529362 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5530105.000000 Penalty: 3473.030273
	Iteration 11Q: 3 clusters Score -5530105 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5530551.000000 Penalty: 3473.030273
	Iteration 12Q: 3 clusters Score -5530551 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5530839.500000 Penalty: 3473.030273
	Iteration 13Q: 3 clusters Score -5530840 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5531086.000000 Penalty: 3473.030273
	Iteration 14Q: 3 clusters Score -5531086 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5531210.500000 Penalty: 3473.030273
	Iteration 15Q: 3 clusters Score -5531210 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5531342.000000 Penalty: 3473.030273
	Iteration 16Q: 3 clusters Score -5531342 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5531410.000000 Penalty: 3473.030273
	Iteration 17Q: 3 clusters Score -5531410 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5531467.000000 Penalty: 3473.030273
	Iteration 18Q: 3 clusters Score -5531467 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5531514.000000 Penalty: 3473.030273
	Iteration 19Q: 3 clusters Score -5531514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5531557.000000 Penalty: 3473.030273
	Iteration 20F: 3 clusters Score -5531557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5531584.000000 Penalty: 3473.030273
	Iteration 21Q: 3 clusters Score -5531584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5531606.000000 Penalty: 3473.030273
	Iteration 22Q: 3 clusters Score -5531606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5531635.000000 Penalty: 3473.030273
	Iteration 23Q: 3 clusters Score -5531635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5531660.500000 Penalty: 3473.030273
	Iteration 24Q: 3 clusters Score -5531660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5531678.000000 Penalty: 3473.030273
	Iteration 25Q: 3 clusters Score -5531678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5531685.000000 Penalty: 3473.030273
	Iteration 26Q: 3 clusters Score -5531685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5531691.000000 Penalty: 3473.030273
	Iteration 27Q: 3 clusters Score -5531691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5531690.000000 Penalty: 3473.030273
	Iteration 28Q: 3 clusters Score -5531690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5531697.500000 Penalty: 3473.030273
	Iteration 29Q: 3 clusters Score -5531698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5531703.500000 Penalty: 3473.030273
	Iteration 30Q: 3 clusters Score -5531704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5531708.500000 Penalty: 3473.030273
	Iteration 31Q: 3 clusters Score -5531708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5531707.000000 Penalty: 3473.030273
	Iteration 32Q: 3 clusters Score -5531707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5531714.500000 Penalty: 3473.030273
	Iteration 33Q: 3 clusters Score -5531714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5531711.500000 Penalty: 3473.030273
	Iteration 34Q: 3 clusters Score -5531712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5531716.500000 Penalty: 3473.030273
	Iteration 35Q: 3 clusters Score -5531716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5531717.000000 Penalty: 3473.030273
	Iteration 36Q: 3 clusters Score -5531717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5531717.000000 Penalty: 3473.030273
	Iteration 37Q: 3 clusters Score -5531717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5531719.500000 Penalty: 3473.030273
	Iteration 38Q: 3 clusters Score -5531720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5531721.500000 Penalty: 3473.030273
	Iteration 39Q: 3 clusters Score -5531722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5531724.500000 Penalty: 3473.030273
	Iteration 40F: 3 clusters Score -5531724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5531728.000000 Penalty: 3473.030273
	Iteration 41Q: 3 clusters Score -5531728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5531728.000000 Penalty: 3473.030273
	Iteration 42F: 3 clusters Score -5531728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -66263.140625 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -66263.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65165.750000 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -65165.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65329.570312 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -65329.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65364.851562 Penalty: 2058.892578
	Iteration 2Q: 3 clusters Score -65364.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65392.699219 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -65392.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65424.863281 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -65424.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65465.332031 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -65465.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65488.777344 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -65488.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65501.042969 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -65501.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65517.375000 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -65517.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -65528.968750 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -65528.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -65531.562500 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -65531.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65532.773438 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -65532.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65534.414062 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -65534.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65534.414062 Penalty: 2058.892578
	Iteration 13F: 3 clusters Score -65534.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Entering Unmasked Estep 
Score: -831847.562500 Penalty: 1428.517578
	Iteration 0F: 2 clusters Score -831847.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -826834.937500 Penalty: 2857.035156
	Iteration 0F: 3 clusters Score -826834.9 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -828347.687500 Penalty: 2857.035156
	Iteration 1F: 3 clusters Score -828347.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -828586.125000 Penalty: 2857.035156
	Iteration 2F: 3 clusters Score -828586.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -828817.312500 Penalty: 2857.035156
	Iteration 3F: 3 clusters Score -828817.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -829028.437500 Penalty: 2857.035156
	Iteration 4F: 3 clusters Score -829028.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -829256.062500 Penalty: 2857.035156
	Iteration 5F: 3 clusters Score -829256.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -829479.062500 Penalty: 2857.035156
	Iteration 6Q: 3 clusters Score -829479.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -829722.312500 Penalty: 2857.035156
	Iteration 7Q: 3 clusters Score -829722.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -829949.875000 Penalty: 2857.035156
	Iteration 8Q: 3 clusters Score -829949.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -830130.500000 Penalty: 2857.035156
	Iteration 9Q: 3 clusters Score -830130.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -830285.687500 Penalty: 2857.035156
	Iteration 10Q: 3 clusters Score -830285.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -830391.062500 Penalty: 2857.035156
	Iteration 11Q: 3 clusters Score -830391.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -830482.062500 Penalty: 2857.035156
	Iteration 12Q: 3 clusters Score -830482.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -830543.062500 Penalty: 2857.035156
	Iteration 13Q: 3 clusters Score -830543.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -830581.312500 Penalty: 2857.035156
	Iteration 14Q: 3 clusters Score -830581.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -830602.312500 Penalty: 2857.035156
	Iteration 15Q: 3 clusters Score -830602.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -830616.375000 Penalty: 2857.035156
	Iteration 16Q: 3 clusters Score -830616.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -830628.875000 Penalty: 2857.035156
	Iteration 17Q: 3 clusters Score -830628.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -830637.437500 Penalty: 2857.035156
	Iteration 18Q: 3 clusters Score -830637.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -830646.937500 Penalty: 2857.035156
	Iteration 19Q: 3 clusters Score -830646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -830651.187500 Penalty: 2857.035156
	Iteration 20F: 3 clusters Score -830651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Entering Unmasked Estep 
Score: -7080298.500000 Penalty: 1774.064819
	Iteration 0F: 2 clusters Score -7080298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -7043878.000000 Penalty: 3548.129639
	Iteration 0F: 3 clusters Score -7043878 nChanged 25931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -7058424.000000 Penalty: 3548.129639
	Iteration 1F: 3 clusters Score -7058424 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -7058806.500000 Penalty: 3548.129639
	Iteration 2Q: 3 clusters Score -7058806 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -7059146.500000 Penalty: 3548.129639
	Iteration 3Q: 3 clusters Score -7059146 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -7059568.000000 Penalty: 3548.129639
	Iteration 4Q: 3 clusters Score -7059568 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -7060051.000000 Penalty: 3548.129639
	Iteration 5Q: 3 clusters Score -7060051 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -7060744.500000 Penalty: 3548.129639
	Iteration 6Q: 3 clusters Score -7060744 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -7061844.000000 Penalty: 3548.129639
	Iteration 7Q: 3 clusters Score -7061844 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -7063411.000000 Penalty: 3548.129639
	Iteration 8Q: 3 clusters Score -7063411 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -7065630.000000 Penalty: 3548.129639
	Iteration 9F: 3 clusters Score -7065630 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -7068411.500000 Penalty: 3548.129639
	Iteration 10F: 3 clusters Score -7068412 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -7070907.000000 Penalty: 3548.129639
	Iteration 11F: 3 clusters Score -7070907 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -7072656.000000 Penalty: 3548.129639
	Iteration 12Q: 3 clusters Score -7072656 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -7073732.500000 Penalty: 3548.129639
	Iteration 13Q: 3 clusters Score -7073732 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -7074265.500000 Penalty: 3548.129639
	Iteration 14Q: 3 clusters Score -7074266 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -7074590.000000 Penalty: 3548.129639
	Iteration 15Q: 3 clusters Score -7074590 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -7074847.000000 Penalty: 3548.129639
	Iteration 16Q: 3 clusters Score -7074847 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -7075064.000000 Penalty: 3548.129639
	Iteration 17Q: 3 clusters Score -7075064 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -7075343.000000 Penalty: 3548.129639
	Iteration 18Q: 3 clusters Score -7075343 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -7075608.000000 Penalty: 3548.129639
	Iteration 19Q: 3 clusters Score -7075608 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -7075815.000000 Penalty: 3548.129639
	Iteration 20F: 3 clusters Score -7075815 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -7076033.000000 Penalty: 3548.129639
	Iteration 21Q: 3 clusters Score -7076033 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -7076221.500000 Penalty: 3548.129639
	Iteration 22Q: 3 clusters Score -7076222 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -7076425.000000 Penalty: 3548.129639
	Iteration 23Q: 3 clusters Score -7076425 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -7076615.000000 Penalty: 3548.129639
	Iteration 24Q: 3 clusters Score -7076615 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -7076793.000000 Penalty: 3548.129639
	Iteration 25Q: 3 clusters Score -7076793 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7077041.000000 Penalty: 3548.129639
	Iteration 26Q: 3 clusters Score -7077041 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -7077239.500000 Penalty: 3548.129639
	Iteration 27Q: 3 clusters Score -7077240 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7077462.000000 Penalty: 3548.129639
	Iteration 28Q: 3 clusters Score -7077462 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7077666.000000 Penalty: 3548.129639
	Iteration 29Q: 3 clusters Score -7077666 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7077827.000000 Penalty: 3548.129639
	Iteration 30Q: 3 clusters Score -7077827 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7077964.000000 Penalty: 3548.129639
	Iteration 31Q: 3 clusters Score -7077964 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7078079.500000 Penalty: 3548.129639
	Iteration 32Q: 3 clusters Score -7078080 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7078172.500000 Penalty: 3548.129639
	Iteration 33Q: 3 clusters Score -7078172 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7078259.500000 Penalty: 3548.129639
	Iteration 34Q: 3 clusters Score -7078260 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7078357.000000 Penalty: 3548.129639
	Iteration 35Q: 3 clusters Score -7078357 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7078411.000000 Penalty: 3548.129639
	Iteration 36Q: 3 clusters Score -7078411 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7078466.500000 Penalty: 3548.129639
	Iteration 37Q: 3 clusters Score -7078466 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7078510.000000 Penalty: 3548.129639
	Iteration 38Q: 3 clusters Score -7078510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7078528.500000 Penalty: 3548.129639
	Iteration 39Q: 3 clusters Score -7078528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7078555.500000 Penalty: 3548.129639
	Iteration 40F: 3 clusters Score -7078556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7078572.500000 Penalty: 3548.129639
	Iteration 41Q: 3 clusters Score -7078572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7078589.500000 Penalty: 3548.129639
	Iteration 42Q: 3 clusters Score -7078590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7078608.500000 Penalty: 3548.129639
	Iteration 43Q: 3 clusters Score -7078608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7078618.000000 Penalty: 3548.129639
	Iteration 44Q: 3 clusters Score -7078618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7078633.500000 Penalty: 3548.129639
	Iteration 45Q: 3 clusters Score -7078634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7078649.500000 Penalty: 3548.129639
	Iteration 46Q: 3 clusters Score -7078650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7078665.000000 Penalty: 3548.129639
	Iteration 47Q: 3 clusters Score -7078665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7078678.000000 Penalty: 3548.129639
	Iteration 48Q: 3 clusters Score -7078678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7078680.000000 Penalty: 3548.129639
	Iteration 49Q: 3 clusters Score -7078680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7078696.000000 Penalty: 3548.129639
	Iteration 50Q: 3 clusters Score -7078696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7078705.000000 Penalty: 3548.129639
	Iteration 51Q: 3 clusters Score -7078705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7078718.000000 Penalty: 3548.129639
	Iteration 52Q: 3 clusters Score -7078718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7078727.500000 Penalty: 3548.129639
	Iteration 53Q: 3 clusters Score -7078728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7078736.500000 Penalty: 3548.129639
	Iteration 54Q: 3 clusters Score -7078736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7078744.000000 Penalty: 3548.129639
	Iteration 55Q: 3 clusters Score -7078744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7078753.000000 Penalty: 3548.129639
	Iteration 56Q: 3 clusters Score -7078753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7078763.500000 Penalty: 3548.129639
	Iteration 57Q: 3 clusters Score -7078764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7078769.500000 Penalty: 3548.129639
	Iteration 58Q: 3 clusters Score -7078770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7078773.000000 Penalty: 3548.129639
	Iteration 59Q: 3 clusters Score -7078773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7078768.000000 Penalty: 3548.129639
	Iteration 60F: 3 clusters Score -7078768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7078773.000000 Penalty: 3548.129639
	Iteration 61Q: 3 clusters Score -7078773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7078775.500000 Penalty: 3548.129639
	Iteration 62Q: 3 clusters Score -7078776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7078784.500000 Penalty: 3548.129639
	Iteration 63Q: 3 clusters Score -7078784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7078788.500000 Penalty: 3548.129639
	Iteration 64Q: 3 clusters Score -7078788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7078802.000000 Penalty: 3548.129639
	Iteration 65Q: 3 clusters Score -7078802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7078799.000000 Penalty: 3548.129639
	Iteration 66Q: 3 clusters Score -7078799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7078789.500000 Penalty: 3548.129639
	Iteration 67Q: 3 clusters Score -7078790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7078806.000000 Penalty: 3548.129639
	Iteration 68Q: 3 clusters Score -7078806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7078808.000000 Penalty: 3548.129639
	Iteration 69Q: 3 clusters Score -7078808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7078811.500000 Penalty: 3548.129639
	Iteration 70Q: 3 clusters Score -7078812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7078815.000000 Penalty: 3548.129639
	Iteration 71Q: 3 clusters Score -7078815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7078827.500000 Penalty: 3548.129639
	Iteration 72Q: 3 clusters Score -7078828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7078822.500000 Penalty: 3548.129639
	Iteration 73Q: 3 clusters Score -7078822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7078825.000000 Penalty: 3548.129639
	Iteration 74Q: 3 clusters Score -7078825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7078829.000000 Penalty: 3548.129639
	Iteration 75Q: 3 clusters Score -7078829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7078833.500000 Penalty: 3548.129639
	Iteration 76Q: 3 clusters Score -7078834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7078829.500000 Penalty: 3548.129639
	Iteration 77Q: 3 clusters Score -7078830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7078825.500000 Penalty: 3548.129639
	Iteration 78Q: 3 clusters Score -7078826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7078825.500000 Penalty: 3548.129639
	Iteration 79F: 3 clusters Score -7078826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Entering Unmasked Estep 
Score: -10361707.000000 Penalty: 1836.423584
	Iteration 0F: 2 clusters Score -1.036171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -10311919.000000 Penalty: 3672.847168
	Iteration 0F: 3 clusters Score -1.031192e+07 nChanged 38459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -10333716.000000 Penalty: 3672.847168
	Iteration 1F: 3 clusters Score -1.033372e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -10334141.000000 Penalty: 3672.847168
	Iteration 2Q: 3 clusters Score -1.033414e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -10334575.000000 Penalty: 3672.847168
	Iteration 3Q: 3 clusters Score -1.033458e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -10334987.000000 Penalty: 3672.847168
	Iteration 4Q: 3 clusters Score -1.033499e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -10335427.000000 Penalty: 3672.847168
	Iteration 5Q: 3 clusters Score -1.033543e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -10336017.000000 Penalty: 3672.847168
	Iteration 6Q: 3 clusters Score -1.033602e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -10336645.000000 Penalty: 3672.847168
	Iteration 7Q: 3 clusters Score -1.033664e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -10337550.000000 Penalty: 3672.847168
	Iteration 8Q: 3 clusters Score -1.033755e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -10338725.000000 Penalty: 3672.847168
	Iteration 9Q: 3 clusters Score -1.033872e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -10340546.000000 Penalty: 3672.847168
	Iteration 10Q: 3 clusters Score -1.034055e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -10343112.000000 Penalty: 3672.847168
	Iteration 11F: 3 clusters Score -1.034311e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -10346415.000000 Penalty: 3672.847168
	Iteration 12F: 3 clusters Score -1.034642e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -10349703.000000 Penalty: 3672.847168
	Iteration 13F: 3 clusters Score -1.03497e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -10351598.000000 Penalty: 3672.847168
	Iteration 14Q: 3 clusters Score -1.03516e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -10352485.000000 Penalty: 3672.847168
	Iteration 15Q: 3 clusters Score -1.035248e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -10352891.000000 Penalty: 3672.847168
	Iteration 16Q: 3 clusters Score -1.035289e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -10353170.000000 Penalty: 3672.847168
	Iteration 17Q: 3 clusters Score -1.035317e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -10353418.000000 Penalty: 3672.847168
	Iteration 18Q: 3 clusters Score -1.035342e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -10353683.000000 Penalty: 3672.847168
	Iteration 19Q: 3 clusters Score -1.035368e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -10353985.000000 Penalty: 3672.847168
	Iteration 20F: 3 clusters Score -1.035398e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -10354273.000000 Penalty: 3672.847168
	Iteration 21Q: 3 clusters Score -1.035427e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -10354661.000000 Penalty: 3672.847168
	Iteration 22Q: 3 clusters Score -1.035466e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -10355099.000000 Penalty: 3672.847168
	Iteration 23Q: 3 clusters Score -1.03551e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -10355443.000000 Penalty: 3672.847168
	Iteration 24Q: 3 clusters Score -1.035544e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -10355790.000000 Penalty: 3672.847168
	Iteration 25Q: 3 clusters Score -1.035579e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -10356190.000000 Penalty: 3672.847168
	Iteration 26Q: 3 clusters Score -1.035619e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -10356551.000000 Penalty: 3672.847168
	Iteration 27Q: 3 clusters Score -1.035655e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -10356887.000000 Penalty: 3672.847168
	Iteration 28Q: 3 clusters Score -1.035689e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -10357200.000000 Penalty: 3672.847168
	Iteration 29Q: 3 clusters Score -1.03572e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -10357514.000000 Penalty: 3672.847168
	Iteration 30Q: 3 clusters Score -1.035751e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -10357848.000000 Penalty: 3672.847168
	Iteration 31Q: 3 clusters Score -1.035785e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -10358138.000000 Penalty: 3672.847168
	Iteration 32Q: 3 clusters Score -1.035814e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -10358499.000000 Penalty: 3672.847168
	Iteration 33Q: 3 clusters Score -1.03585e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -10358851.000000 Penalty: 3672.847168
	Iteration 34Q: 3 clusters Score -1.035885e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -10359196.000000 Penalty: 3672.847168
	Iteration 35Q: 3 clusters Score -1.03592e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -10359528.000000 Penalty: 3672.847168
	Iteration 36Q: 3 clusters Score -1.035953e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -10359940.000000 Penalty: 3672.847168
	Iteration 37Q: 3 clusters Score -1.035994e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -10360307.000000 Penalty: 3672.847168
	Iteration 38Q: 3 clusters Score -1.036031e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -10360515.000000 Penalty: 3672.847168
	Iteration 39Q: 3 clusters Score -1.036052e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -10360969.000000 Penalty: 3672.847168
	Iteration 40F: 3 clusters Score -1.036097e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -10361412.000000 Penalty: 3672.847168
	Iteration 41Q: 3 clusters Score -1.036141e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 73026 members 
Entering Unmasked Estep 
Score: -10361653.000000 Penalty: 3672.847168
	Iteration 42Q: 3 clusters Score -1.036165e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -10361802.000000 Penalty: 3672.847168
	Iteration 43Q: 3 clusters Score -1.03618e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -10361901.000000 Penalty: 3672.847168
	Iteration 44Q: 3 clusters Score -1.03619e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -10362003.000000 Penalty: 3672.847168
	Iteration 45Q: 3 clusters Score -1.0362e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -10362017.000000 Penalty: 3672.847168
	Iteration 46Q: 3 clusters Score -1.036202e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -10362018.000000 Penalty: 3672.847168
	Iteration 47Q: 3 clusters Score -1.036202e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 76586 members 
Entering Unmasked Estep 
Score: -10361954.000000 Penalty: 3672.847168
	Iteration 48Q: 3 clusters Score -1.036195e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -10361918.000000 Penalty: 3672.847168
	Iteration 49Q: 3 clusters Score -1.036192e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -10361896.000000 Penalty: 3672.847168
	Iteration 50Q: 3 clusters Score -1.03619e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -10361825.000000 Penalty: 3672.847168
	Iteration 51Q: 3 clusters Score -1.036182e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -10361810.000000 Penalty: 3672.847168
	Iteration 52Q: 3 clusters Score -1.036181e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -10361767.000000 Penalty: 3672.847168
	Iteration 53Q: 3 clusters Score -1.036177e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -10361722.000000 Penalty: 3672.847168
	Iteration 54Q: 3 clusters Score -1.036172e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -10361679.000000 Penalty: 3672.847168
	Iteration 55Q: 3 clusters Score -1.036168e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -10361623.000000 Penalty: 3672.847168
	Iteration 56Q: 3 clusters Score -1.036162e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -10361614.000000 Penalty: 3672.847168
	Iteration 57Q: 3 clusters Score -1.036161e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -10361598.000000 Penalty: 3672.847168
	Iteration 58Q: 3 clusters Score -1.03616e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -10361572.000000 Penalty: 3672.847168
	Iteration 59Q: 3 clusters Score -1.036157e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -10361544.000000 Penalty: 3672.847168
	Iteration 60F: 3 clusters Score -1.036154e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -10361534.000000 Penalty: 3672.847168
	Iteration 61Q: 3 clusters Score -1.036153e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
Score: -10361541.000000 Penalty: 3672.847168
	Iteration 62Q: 3 clusters Score -1.036154e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -10361535.000000 Penalty: 3672.847168
	Iteration 63Q: 3 clusters Score -1.036154e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -10361534.000000 Penalty: 3672.847168
	Iteration 64Q: 3 clusters Score -1.036153e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -10361519.000000 Penalty: 3672.847168
	Iteration 65Q: 3 clusters Score -1.036152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -10361515.000000 Penalty: 3672.847168
	Iteration 66Q: 3 clusters Score -1.036152e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -10361504.000000 Penalty: 3672.847168
	Iteration 67Q: 3 clusters Score -1.03615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -10361504.000000 Penalty: 3672.847168
	Iteration 68Q: 3 clusters Score -1.03615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -10361509.000000 Penalty: 3672.847168
	Iteration 69Q: 3 clusters Score -1.036151e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -10361510.000000 Penalty: 3672.847168
	Iteration 70Q: 3 clusters Score -1.036151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 79010 members 
Entering Unmasked Estep 
Score: -10361492.000000 Penalty: 3672.847168
	Iteration 71Q: 3 clusters Score -1.036149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -10361500.000000 Penalty: 3672.847168
	Iteration 72Q: 3 clusters Score -1.03615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -10361497.000000 Penalty: 3672.847168
	Iteration 73Q: 3 clusters Score -1.03615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -10361487.000000 Penalty: 3672.847168
	Iteration 74Q: 3 clusters Score -1.036149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -10361483.000000 Penalty: 3672.847168
	Iteration 75Q: 3 clusters Score -1.036148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10361490.000000 Penalty: 3672.847168
	Iteration 76Q: 3 clusters Score -1.036149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -10361481.000000 Penalty: 3672.847168
	Iteration 77Q: 3 clusters Score -1.036148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -10361486.000000 Penalty: 3672.847168
	Iteration 78Q: 3 clusters Score -1.036149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -10361488.000000 Penalty: 3672.847168
	Iteration 79Q: 3 clusters Score -1.036149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -10361492.000000 Penalty: 3672.847168
	Iteration 80F: 3 clusters Score -1.036149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -10361495.000000 Penalty: 3672.847168
	Iteration 81Q: 3 clusters Score -1.03615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -10361494.000000 Penalty: 3672.847168
	Iteration 82Q: 3 clusters Score -1.036149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -10361491.000000 Penalty: 3672.847168
	Iteration 83Q: 3 clusters Score -1.036149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -10361491.000000 Penalty: 3672.847168
	Iteration 84Q: 3 clusters Score -1.036149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -10361492.000000 Penalty: 3672.847168
	Iteration 85Q: 3 clusters Score -1.036149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -10361493.000000 Penalty: 3672.847168
	Iteration 86Q: 3 clusters Score -1.036149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -10361493.000000 Penalty: 3672.847168
	Iteration 87F: 3 clusters Score -1.036149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Entering Unmasked Estep 
Score: -5471988.500000 Penalty: 1731.751099
	Iteration 0F: 2 clusters Score -5471988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -5443535.500000 Penalty: 3463.502197
	Iteration 0F: 3 clusters Score -5443536 nChanged 19780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -5454791.000000 Penalty: 3463.502197
	Iteration 1F: 3 clusters Score -5454791 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5455284.000000 Penalty: 3463.502197
	Iteration 2Q: 3 clusters Score -5455284 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -5455813.500000 Penalty: 3463.502197
	Iteration 3Q: 3 clusters Score -5455814 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5456625.000000 Penalty: 3463.502197
	Iteration 4Q: 3 clusters Score -5456625 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -5457916.500000 Penalty: 3463.502197
	Iteration 5F: 3 clusters Score -5457916 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -5460116.000000 Penalty: 3463.502197
	Iteration 6F: 3 clusters Score -5460116 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -5463083.500000 Penalty: 3463.502197
	Iteration 7F: 3 clusters Score -5463084 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -5466536.000000 Penalty: 3463.502197
	Iteration 8F: 3 clusters Score -5466536 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -5468536.000000 Penalty: 3463.502197
	Iteration 9F: 3 clusters Score -5468536 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -5469111.500000 Penalty: 3463.502197
	Iteration 10Q: 3 clusters Score -5469112 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -5469296.000000 Penalty: 3463.502197
	Iteration 11Q: 3 clusters Score -5469296 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -5469402.500000 Penalty: 3463.502197
	Iteration 12Q: 3 clusters Score -5469402 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -5469439.500000 Penalty: 3463.502197
	Iteration 13Q: 3 clusters Score -5469440 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5469520.500000 Penalty: 3463.502197
	Iteration 14Q: 3 clusters Score -5469520 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -5469557.500000 Penalty: 3463.502197
	Iteration 15Q: 3 clusters Score -5469558 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -5469598.000000 Penalty: 3463.502197
	Iteration 16Q: 3 clusters Score -5469598 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -5469637.500000 Penalty: 3463.502197
	Iteration 17Q: 3 clusters Score -5469638 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -5469689.000000 Penalty: 3463.502197
	Iteration 18Q: 3 clusters Score -5469689 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5469750.000000 Penalty: 3463.502197
	Iteration 19Q: 3 clusters Score -5469750 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -5469797.000000 Penalty: 3463.502197
	Iteration 20F: 3 clusters Score -5469797 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5469826.500000 Penalty: 3463.502197
	Iteration 21Q: 3 clusters Score -5469826 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5469849.500000 Penalty: 3463.502197
	Iteration 22Q: 3 clusters Score -5469850 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -5469873.500000 Penalty: 3463.502197
	Iteration 23Q: 3 clusters Score -5469874 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -5469913.500000 Penalty: 3463.502197
	Iteration 24Q: 3 clusters Score -5469914 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -5469952.500000 Penalty: 3463.502197
	Iteration 25Q: 3 clusters Score -5469952 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -5469980.000000 Penalty: 3463.502197
	Iteration 26Q: 3 clusters Score -5469980 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5470040.500000 Penalty: 3463.502197
	Iteration 27Q: 3 clusters Score -5470040 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -5470070.000000 Penalty: 3463.502197
	Iteration 28Q: 3 clusters Score -5470070 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5470111.000000 Penalty: 3463.502197
	Iteration 29Q: 3 clusters Score -5470111 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5470135.500000 Penalty: 3463.502197
	Iteration 30Q: 3 clusters Score -5470136 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5470161.000000 Penalty: 3463.502197
	Iteration 31Q: 3 clusters Score -5470161 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -5470192.000000 Penalty: 3463.502197
	Iteration 32Q: 3 clusters Score -5470192 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5470247.000000 Penalty: 3463.502197
	Iteration 33Q: 3 clusters Score -5470247 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5470310.000000 Penalty: 3463.502197
	Iteration 34Q: 3 clusters Score -5470310 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5470349.500000 Penalty: 3463.502197
	Iteration 35Q: 3 clusters Score -5470350 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5470384.500000 Penalty: 3463.502197
	Iteration 36Q: 3 clusters Score -5470384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5470423.500000 Penalty: 3463.502197
	Iteration 37Q: 3 clusters Score -5470424 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5470451.000000 Penalty: 3463.502197
	Iteration 38Q: 3 clusters Score -5470451 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5470482.000000 Penalty: 3463.502197
	Iteration 39Q: 3 clusters Score -5470482 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5470487.500000 Penalty: 3463.502197
	Iteration 40F: 3 clusters Score -5470488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5470499.500000 Penalty: 3463.502197
	Iteration 41Q: 3 clusters Score -5470500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5470503.000000 Penalty: 3463.502197
	Iteration 42Q: 3 clusters Score -5470503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5470511.000000 Penalty: 3463.502197
	Iteration 43Q: 3 clusters Score -5470511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5470507.000000 Penalty: 3463.502197
	Iteration 44Q: 3 clusters Score -5470507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5470515.000000 Penalty: 3463.502197
	Iteration 45Q: 3 clusters Score -5470515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5470527.500000 Penalty: 3463.502197
	Iteration 46Q: 3 clusters Score -5470528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5470523.500000 Penalty: 3463.502197
	Iteration 47Q: 3 clusters Score -5470524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5470537.000000 Penalty: 3463.502197
	Iteration 48Q: 3 clusters Score -5470537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5470534.000000 Penalty: 3463.502197
	Iteration 49Q: 3 clusters Score -5470534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5470539.500000 Penalty: 3463.502197
	Iteration 50Q: 3 clusters Score -5470540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5470548.000000 Penalty: 3463.502197
	Iteration 51Q: 3 clusters Score -5470548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5470546.000000 Penalty: 3463.502197
	Iteration 52Q: 3 clusters Score -5470546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5470547.000000 Penalty: 3463.502197
	Iteration 53Q: 3 clusters Score -5470547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5470556.000000 Penalty: 3463.502197
	Iteration 54Q: 3 clusters Score -5470556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5470557.000000 Penalty: 3463.502197
	Iteration 55Q: 3 clusters Score -5470557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5470559.500000 Penalty: 3463.502197
	Iteration 56Q: 3 clusters Score -5470560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5470572.500000 Penalty: 3463.502197
	Iteration 57Q: 3 clusters Score -5470572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5470581.500000 Penalty: 3463.502197
	Iteration 58Q: 3 clusters Score -5470582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5470589.000000 Penalty: 3463.502197
	Iteration 59Q: 3 clusters Score -5470589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5470596.500000 Penalty: 3463.502197
	Iteration 60F: 3 clusters Score -5470596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5470592.500000 Penalty: 3463.502197
	Iteration 61Q: 3 clusters Score -5470592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5470592.000000 Penalty: 3463.502197
	Iteration 62Q: 3 clusters Score -5470592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5470594.000000 Penalty: 3463.502197
	Iteration 63Q: 3 clusters Score -5470594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5470595.000000 Penalty: 3463.502197
	Iteration 64Q: 3 clusters Score -5470595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5470592.500000 Penalty: 3463.502197
	Iteration 65Q: 3 clusters Score -5470592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5470596.000000 Penalty: 3463.502197
	Iteration 66Q: 3 clusters Score -5470596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5470594.000000 Penalty: 3463.502197
	Iteration 67Q: 3 clusters Score -5470594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5470592.000000 Penalty: 3463.502197
	Iteration 68Q: 3 clusters Score -5470592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5470589.500000 Penalty: 3463.502197
	Iteration 69Q: 3 clusters Score -5470590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5470589.500000 Penalty: 3463.502197
	Iteration 70Q: 3 clusters Score -5470590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5470589.500000 Penalty: 3463.502197
	Iteration 71F: 3 clusters Score -5470590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Entering Unmasked Estep 
Score: -7850229.500000 Penalty: 1793.653809
	Iteration 0F: 2 clusters Score -7850230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -7808940.000000 Penalty: 3587.307617
	Iteration 0F: 3 clusters Score -7808940 nChanged 29588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -7825956.000000 Penalty: 3587.307617
	Iteration 1F: 3 clusters Score -7825956 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -7826707.000000 Penalty: 3587.307617
	Iteration 2Q: 3 clusters Score -7826707 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -7827711.500000 Penalty: 3587.307617
	Iteration 3Q: 3 clusters Score -7827712 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7829307.000000 Penalty: 3587.307617
	Iteration 4F: 3 clusters Score -7829307 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -7831759.000000 Penalty: 3587.307617
	Iteration 5F: 3 clusters Score -7831759 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -7835332.500000 Penalty: 3587.307617
	Iteration 6F: 3 clusters Score -7835332 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -7839723.000000 Penalty: 3587.307617
	Iteration 7F: 3 clusters Score -7839723 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -7843804.000000 Penalty: 3587.307617
	Iteration 8F: 3 clusters Score -7843804 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -7846417.000000 Penalty: 3587.307617
	Iteration 9Q: 3 clusters Score -7846417 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -7847806.500000 Penalty: 3587.307617
	Iteration 10Q: 3 clusters Score -7847806 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -7848379.500000 Penalty: 3587.307617
	Iteration 11Q: 3 clusters Score -7848380 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -7848641.500000 Penalty: 3587.307617
	Iteration 12Q: 3 clusters Score -7848642 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -7848809.000000 Penalty: 3587.307617
	Iteration 13Q: 3 clusters Score -7848809 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -7848880.500000 Penalty: 3587.307617
	Iteration 14Q: 3 clusters Score -7848880 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -7848932.500000 Penalty: 3587.307617
	Iteration 15Q: 3 clusters Score -7848932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -7848971.000000 Penalty: 3587.307617
	Iteration 16Q: 3 clusters Score -7848971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -7848995.000000 Penalty: 3587.307617
	Iteration 17Q: 3 clusters Score -7848995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -7849025.000000 Penalty: 3587.307617
	Iteration 18Q: 3 clusters Score -7849025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -7849035.000000 Penalty: 3587.307617
	Iteration 19Q: 3 clusters Score -7849035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -7849047.000000 Penalty: 3587.307617
	Iteration 20F: 3 clusters Score -7849047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -7849056.000000 Penalty: 3587.307617
	Iteration 21Q: 3 clusters Score -7849056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -7849065.500000 Penalty: 3587.307617
	Iteration 22Q: 3 clusters Score -7849066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -7849072.000000 Penalty: 3587.307617
	Iteration 23Q: 3 clusters Score -7849072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -7849080.500000 Penalty: 3587.307617
	Iteration 24Q: 3 clusters Score -7849080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -7849081.500000 Penalty: 3587.307617
	Iteration 25Q: 3 clusters Score -7849082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -7849091.000000 Penalty: 3587.307617
	Iteration 26Q: 3 clusters Score -7849091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -7849085.500000 Penalty: 3587.307617
	Iteration 27Q: 3 clusters Score -7849086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -7849082.500000 Penalty: 3587.307617
	Iteration 28Q: 3 clusters Score -7849082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -7849087.000000 Penalty: 3587.307617
	Iteration 29Q: 3 clusters Score -7849087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -7849087.500000 Penalty: 3587.307617
	Iteration 30Q: 3 clusters Score -7849088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -7849078.500000 Penalty: 3587.307617
	Iteration 31Q: 3 clusters Score -7849078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -7849080.500000 Penalty: 3587.307617
	Iteration 32Q: 3 clusters Score -7849080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -7849084.000000 Penalty: 3587.307617
	Iteration 33Q: 3 clusters Score -7849084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -7849081.000000 Penalty: 3587.307617
	Iteration 34Q: 3 clusters Score -7849081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -7849081.000000 Penalty: 3587.307617
	Iteration 35F: 3 clusters Score -7849081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Entering Unmasked Estep 
Score: -3421552.000000 Penalty: 1656.845215
	Iteration 0F: 2 clusters Score -3421552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3403447.000000 Penalty: 3313.690430
	Iteration 0F: 3 clusters Score -3403447 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3410007.000000 Penalty: 3313.690430
	Iteration 1F: 3 clusters Score -3410007 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3410438.250000 Penalty: 3313.690430
	Iteration 2Q: 3 clusters Score -3410438 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3410887.500000 Penalty: 3313.690430
	Iteration 3Q: 3 clusters Score -3410888 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3411397.750000 Penalty: 3313.690430
	Iteration 4Q: 3 clusters Score -3411398 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3412063.000000 Penalty: 3313.690430
	Iteration 5Q: 3 clusters Score -3412063 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3412831.250000 Penalty: 3313.690430
	Iteration 6Q: 3 clusters Score -3412831 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3413820.500000 Penalty: 3313.690430
	Iteration 7F: 3 clusters Score -3413820 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3414793.500000 Penalty: 3313.690430
	Iteration 8F: 3 clusters Score -3414794 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3415727.000000 Penalty: 3313.690430
	Iteration 9Q: 3 clusters Score -3415727 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3416604.750000 Penalty: 3313.690430
	Iteration 10Q: 3 clusters Score -3416605 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3417462.250000 Penalty: 3313.690430
	Iteration 11Q: 3 clusters Score -3417462 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3418302.000000 Penalty: 3313.690430
	Iteration 12Q: 3 clusters Score -3418302 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3418914.500000 Penalty: 3313.690430
	Iteration 13Q: 3 clusters Score -3418914 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3419354.750000 Penalty: 3313.690430
	Iteration 14Q: 3 clusters Score -3419355 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3419590.000000 Penalty: 3313.690430
	Iteration 15Q: 3 clusters Score -3419590 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3419760.250000 Penalty: 3313.690430
	Iteration 16Q: 3 clusters Score -3419760 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3419877.750000 Penalty: 3313.690430
	Iteration 17Q: 3 clusters Score -3419878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3419948.250000 Penalty: 3313.690430
	Iteration 18Q: 3 clusters Score -3419948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3420008.750000 Penalty: 3313.690430
	Iteration 19Q: 3 clusters Score -3420009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3420048.500000 Penalty: 3313.690430
	Iteration 20F: 3 clusters Score -3420048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3420071.750000 Penalty: 3313.690430
	Iteration 21Q: 3 clusters Score -3420072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3420085.500000 Penalty: 3313.690430
	Iteration 22Q: 3 clusters Score -3420086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3420091.500000 Penalty: 3313.690430
	Iteration 23Q: 3 clusters Score -3420092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3420103.000000 Penalty: 3313.690430
	Iteration 24Q: 3 clusters Score -3420103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3420106.250000 Penalty: 3313.690430
	Iteration 25Q: 3 clusters Score -3420106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3420108.000000 Penalty: 3313.690430
	Iteration 26Q: 3 clusters Score -3420108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3420112.500000 Penalty: 3313.690430
	Iteration 27Q: 3 clusters Score -3420112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3420118.500000 Penalty: 3313.690430
	Iteration 28Q: 3 clusters Score -3420118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3420119.250000 Penalty: 3313.690430
	Iteration 29Q: 3 clusters Score -3420119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3420122.000000 Penalty: 3313.690430
	Iteration 30Q: 3 clusters Score -3420122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3420126.250000 Penalty: 3313.690430
	Iteration 31Q: 3 clusters Score -3420126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3420128.750000 Penalty: 3313.690430
	Iteration 32Q: 3 clusters Score -3420129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3420129.750000 Penalty: 3313.690430
	Iteration 33Q: 3 clusters Score -3420130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3420133.000000 Penalty: 3313.690430
	Iteration 34Q: 3 clusters Score -3420133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3420133.000000 Penalty: 3313.690430
	Iteration 35F: 3 clusters Score -3420133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -700566.437500 Penalty: 1406.160645
	Iteration 0F: 2 clusters Score -700566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -696155.250000 Penalty: 2812.321289
	Iteration 0F: 3 clusters Score -696155.2 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -697469.000000 Penalty: 2812.321289
	Iteration 1F: 3 clusters Score -697469 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -697748.187500 Penalty: 2812.321289
	Iteration 2F: 3 clusters Score -697748.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -697989.312500 Penalty: 2812.321289
	Iteration 3F: 3 clusters Score -697989.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -698203.812500 Penalty: 2812.321289
	Iteration 4F: 3 clusters Score -698203.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -698392.125000 Penalty: 2812.321289
	Iteration 5Q: 3 clusters Score -698392.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -698586.250000 Penalty: 2812.321289
	Iteration 6Q: 3 clusters Score -698586.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -698723.437500 Penalty: 2812.321289
	Iteration 7Q: 3 clusters Score -698723.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -698820.062500 Penalty: 2812.321289
	Iteration 8Q: 3 clusters Score -698820.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -698899.812500 Penalty: 2812.321289
	Iteration 9Q: 3 clusters Score -698899.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -698971.000000 Penalty: 2812.321289
	Iteration 10Q: 3 clusters Score -698971 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -699013.000000 Penalty: 2812.321289
	Iteration 11Q: 3 clusters Score -699013 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -699039.375000 Penalty: 2812.321289
	Iteration 12Q: 3 clusters Score -699039.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -699057.562500 Penalty: 2812.321289
	Iteration 13Q: 3 clusters Score -699057.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -699070.250000 Penalty: 2812.321289
	Iteration 14Q: 3 clusters Score -699070.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -699081.062500 Penalty: 2812.321289
	Iteration 15Q: 3 clusters Score -699081.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -699090.687500 Penalty: 2812.321289
	Iteration 16Q: 3 clusters Score -699090.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -699104.437500 Penalty: 2812.321289
	Iteration 17Q: 3 clusters Score -699104.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -699116.937500 Penalty: 2812.321289
	Iteration 18Q: 3 clusters Score -699116.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -699129.937500 Penalty: 2812.321289
	Iteration 19Q: 3 clusters Score -699129.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -699139.812500 Penalty: 2812.321289
	Iteration 20F: 3 clusters Score -699139.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -699149.000000 Penalty: 2812.321289
	Iteration 21Q: 3 clusters Score -699149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -699158.187500 Penalty: 2812.321289
	Iteration 22Q: 3 clusters Score -699158.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -699161.625000 Penalty: 2812.321289
	Iteration 23Q: 3 clusters Score -699161.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -699168.312500 Penalty: 2812.321289
	Iteration 24Q: 3 clusters Score -699168.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -699173.687500 Penalty: 2812.321289
	Iteration 25Q: 3 clusters Score -699173.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -699175.562500 Penalty: 2812.321289
	Iteration 26Q: 3 clusters Score -699175.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -699178.500000 Penalty: 2812.321289
	Iteration 27Q: 3 clusters Score -699178.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -699179.312500 Penalty: 2812.321289
	Iteration 28Q: 3 clusters Score -699179.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -699185.187500 Penalty: 2812.321289
	Iteration 29Q: 3 clusters Score -699185.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -699190.750000 Penalty: 2812.321289
	Iteration 30Q: 3 clusters Score -699190.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -699199.062500 Penalty: 2812.321289
	Iteration 31Q: 3 clusters Score -699199.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -699202.750000 Penalty: 2812.321289
	Iteration 32Q: 3 clusters Score -699202.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -699209.437500 Penalty: 2812.321289
	Iteration 33Q: 3 clusters Score -699209.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -699216.250000 Penalty: 2812.321289
	Iteration 34Q: 3 clusters Score -699216.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -699224.437500 Penalty: 2812.321289
	Iteration 35Q: 3 clusters Score -699224.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -699231.062500 Penalty: 2812.321289
	Iteration 36Q: 3 clusters Score -699231.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -699236.062500 Penalty: 2812.321289
	Iteration 37Q: 3 clusters Score -699236.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -699237.812500 Penalty: 2812.321289
	Iteration 38Q: 3 clusters Score -699237.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -699241.625000 Penalty: 2812.321289
	Iteration 39Q: 3 clusters Score -699241.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -699245.125000 Penalty: 2812.321289
	Iteration 40F: 3 clusters Score -699245.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -699247.750000 Penalty: 2812.321289
	Iteration 41Q: 3 clusters Score -699247.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -699251.187500 Penalty: 2812.321289
	Iteration 42Q: 3 clusters Score -699251.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -699256.312500 Penalty: 2812.321289
	Iteration 43Q: 3 clusters Score -699256.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -699258.437500 Penalty: 2812.321289
	Iteration 44Q: 3 clusters Score -699258.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -699262.750000 Penalty: 2812.321289
	Iteration 45Q: 3 clusters Score -699262.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -699264.812500 Penalty: 2812.321289
	Iteration 46Q: 3 clusters Score -699264.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -699267.125000 Penalty: 2812.321289
	Iteration 47Q: 3 clusters Score -699267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -699272.312500 Penalty: 2812.321289
	Iteration 48Q: 3 clusters Score -699272.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -699274.625000 Penalty: 2812.321289
	Iteration 49Q: 3 clusters Score -699274.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -699279.500000 Penalty: 2812.321289
	Iteration 50Q: 3 clusters Score -699279.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -699283.187500 Penalty: 2812.321289
	Iteration 51Q: 3 clusters Score -699283.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -699288.625000 Penalty: 2812.321289
	Iteration 52Q: 3 clusters Score -699288.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -699291.687500 Penalty: 2812.321289
	Iteration 53Q: 3 clusters Score -699291.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -699297.500000 Penalty: 2812.321289
	Iteration 54Q: 3 clusters Score -699297.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -699298.937500 Penalty: 2812.321289
	Iteration 55Q: 3 clusters Score -699298.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -699302.250000 Penalty: 2812.321289
	Iteration 56Q: 3 clusters Score -699302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -699302.750000 Penalty: 2812.321289
	Iteration 57Q: 3 clusters Score -699302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -699305.625000 Penalty: 2812.321289
	Iteration 58Q: 3 clusters Score -699305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -699310.187500 Penalty: 2812.321289
	Iteration 59Q: 3 clusters Score -699310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -699312.375000 Penalty: 2812.321289
	Iteration 60F: 3 clusters Score -699312.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -699317.687500 Penalty: 2812.321289
	Iteration 61Q: 3 clusters Score -699317.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -699322.500000 Penalty: 2812.321289
	Iteration 62Q: 3 clusters Score -699322.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -699329.500000 Penalty: 2812.321289
	Iteration 63Q: 3 clusters Score -699329.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -699336.812500 Penalty: 2812.321289
	Iteration 64Q: 3 clusters Score -699336.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -699341.312500 Penalty: 2812.321289
	Iteration 65Q: 3 clusters Score -699341.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -699349.500000 Penalty: 2812.321289
	Iteration 66Q: 3 clusters Score -699349.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -699358.562500 Penalty: 2812.321289
	Iteration 67Q: 3 clusters Score -699358.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -699368.562500 Penalty: 2812.321289
	Iteration 68Q: 3 clusters Score -699368.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -699371.250000 Penalty: 2812.321289
	Iteration 69Q: 3 clusters Score -699371.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -699373.812500 Penalty: 2812.321289
	Iteration 70Q: 3 clusters Score -699373.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -699384.312500 Penalty: 2812.321289
	Iteration 71Q: 3 clusters Score -699384.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -699393.187500 Penalty: 2812.321289
	Iteration 72Q: 3 clusters Score -699393.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -699402.062500 Penalty: 2812.321289
	Iteration 73Q: 3 clusters Score -699402.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -699414.687500 Penalty: 2812.321289
	Iteration 74Q: 3 clusters Score -699414.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -699428.687500 Penalty: 2812.321289
	Iteration 75Q: 3 clusters Score -699428.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -699437.250000 Penalty: 2812.321289
	Iteration 76Q: 3 clusters Score -699437.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -699446.812500 Penalty: 2812.321289
	Iteration 77Q: 3 clusters Score -699446.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -699453.500000 Penalty: 2812.321289
	Iteration 78Q: 3 clusters Score -699453.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -699461.000000 Penalty: 2812.321289
	Iteration 79Q: 3 clusters Score -699461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -699462.437500 Penalty: 2812.321289
	Iteration 80F: 3 clusters Score -699462.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -699465.750000 Penalty: 2812.321289
	Iteration 81Q: 3 clusters Score -699465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -699468.250000 Penalty: 2812.321289
	Iteration 82Q: 3 clusters Score -699468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -699471.687500 Penalty: 2812.321289
	Iteration 83Q: 3 clusters Score -699471.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -699471.812500 Penalty: 2812.321289
	Iteration 84Q: 3 clusters Score -699471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -699472.937500 Penalty: 2812.321289
	Iteration 85Q: 3 clusters Score -699472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -699475.312500 Penalty: 2812.321289
	Iteration 86Q: 3 clusters Score -699475.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -699477.312500 Penalty: 2812.321289
	Iteration 87Q: 3 clusters Score -699477.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -699480.500000 Penalty: 2812.321289
	Iteration 88Q: 3 clusters Score -699480.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -699483.000000 Penalty: 2812.321289
	Iteration 89Q: 3 clusters Score -699483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -699484.125000 Penalty: 2812.321289
	Iteration 90Q: 3 clusters Score -699484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -699484.312500 Penalty: 2812.321289
	Iteration 91Q: 3 clusters Score -699484.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -699484.375000 Penalty: 2812.321289
	Iteration 92Q: 3 clusters Score -699484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -699484.625000 Penalty: 2812.321289
	Iteration 93Q: 3 clusters Score -699484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -699484.312500 Penalty: 2812.321289
	Iteration 94Q: 3 clusters Score -699484.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -699484.312500 Penalty: 2812.321289
	Iteration 95F: 3 clusters Score -699484.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106757 members 
Entering Unmasked Estep 
Score: -13589425.000000 Penalty: 1881.475586
	Iteration 0F: 2 clusters Score -1.358942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -13527677.000000 Penalty: 3762.951172
	Iteration 0F: 3 clusters Score -1.352768e+07 nChanged 51127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -13557294.000000 Penalty: 3762.951172
	Iteration 1F: 3 clusters Score -1.355729e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -13557936.000000 Penalty: 3762.951172
	Iteration 2Q: 3 clusters Score -1.355794e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -13558651.000000 Penalty: 3762.951172
	Iteration 3Q: 3 clusters Score -1.355865e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -13559647.000000 Penalty: 3762.951172
	Iteration 4Q: 3 clusters Score -1.355965e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -13561038.000000 Penalty: 3762.951172
	Iteration 5Q: 3 clusters Score -1.356104e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -13563147.000000 Penalty: 3762.951172
	Iteration 6Q: 3 clusters Score -1.356315e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -13566279.000000 Penalty: 3762.951172
	Iteration 7F: 3 clusters Score -1.356628e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -13570705.000000 Penalty: 3762.951172
	Iteration 8F: 3 clusters Score -1.35707e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -13575374.000000 Penalty: 3762.951172
	Iteration 9F: 3 clusters Score -1.357537e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -13579269.000000 Penalty: 3762.951172
	Iteration 10F: 3 clusters Score -1.357927e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -13581754.000000 Penalty: 3762.951172
	Iteration 11F: 3 clusters Score -1.358175e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -13583159.000000 Penalty: 3762.951172
	Iteration 12Q: 3 clusters Score -1.358316e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -13584137.000000 Penalty: 3762.951172
	Iteration 13Q: 3 clusters Score -1.358414e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -13584818.000000 Penalty: 3762.951172
	Iteration 14Q: 3 clusters Score -1.358482e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 101346 members 
Entering Unmasked Estep 
Score: -13585286.000000 Penalty: 3762.951172
	Iteration 15Q: 3 clusters Score -1.358529e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -13585732.000000 Penalty: 3762.951172
	Iteration 16Q: 3 clusters Score -1.358573e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -13586065.000000 Penalty: 3762.951172
	Iteration 17Q: 3 clusters Score -1.358606e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -13586350.000000 Penalty: 3762.951172
	Iteration 18Q: 3 clusters Score -1.358635e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -13586622.000000 Penalty: 3762.951172
	Iteration 19Q: 3 clusters Score -1.358662e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 104370 members 
Entering Unmasked Estep 
Score: -13586816.000000 Penalty: 3762.951172
	Iteration 20F: 3 clusters Score -1.358682e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -13586898.000000 Penalty: 3762.951172
	Iteration 21Q: 3 clusters Score -1.35869e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
Score: -13587044.000000 Penalty: 3762.951172
	Iteration 22Q: 3 clusters Score -1.358704e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -13587152.000000 Penalty: 3762.951172
	Iteration 23Q: 3 clusters Score -1.358715e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 105140 members 
Entering Unmasked Estep 
Score: -13587292.000000 Penalty: 3762.951172
	Iteration 24Q: 3 clusters Score -1.358729e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -13587319.000000 Penalty: 3762.951172
	Iteration 25Q: 3 clusters Score -1.358732e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -13587361.000000 Penalty: 3762.951172
	Iteration 26Q: 3 clusters Score -1.358736e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -13587365.000000 Penalty: 3762.951172
	Iteration 27Q: 3 clusters Score -1.358736e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -13587408.000000 Penalty: 3762.951172
	Iteration 28Q: 3 clusters Score -1.358741e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 105452 members 
Entering Unmasked Estep 
Score: -13587450.000000 Penalty: 3762.951172
	Iteration 29Q: 3 clusters Score -1.358745e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 105484 members 
Entering Unmasked Estep 
Score: -13587476.000000 Penalty: 3762.951172
	Iteration 30Q: 3 clusters Score -1.358748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 105514 members 
Entering Unmasked Estep 
Score: -13587506.000000 Penalty: 3762.951172
	Iteration 31Q: 3 clusters Score -1.358751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -13587510.000000 Penalty: 3762.951172
	Iteration 32Q: 3 clusters Score -1.358751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -13587534.000000 Penalty: 3762.951172
	Iteration 33Q: 3 clusters Score -1.358753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -13587553.000000 Penalty: 3762.951172
	Iteration 34Q: 3 clusters Score -1.358755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -13587575.000000 Penalty: 3762.951172
	Iteration 35Q: 3 clusters Score -1.358758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -13587572.000000 Penalty: 3762.951172
	Iteration 36Q: 3 clusters Score -1.358757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 105621 members 
Entering Unmasked Estep 
Score: -13587576.000000 Penalty: 3762.951172
	Iteration 37Q: 3 clusters Score -1.358758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -13587588.000000 Penalty: 3762.951172
	Iteration 38Q: 3 clusters Score -1.358759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -13587596.000000 Penalty: 3762.951172
	Iteration 39Q: 3 clusters Score -1.35876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -13587596.000000 Penalty: 3762.951172
	Iteration 40F: 3 clusters Score -1.35876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 105660 members 
Entering Unmasked Estep 
Score: -13587616.000000 Penalty: 3762.951172
	Iteration 41Q: 3 clusters Score -1.358762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -13587634.000000 Penalty: 3762.951172
	Iteration 42Q: 3 clusters Score -1.358763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -13587630.000000 Penalty: 3762.951172
	Iteration 43Q: 3 clusters Score -1.358763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -13587638.000000 Penalty: 3762.951172
	Iteration 44Q: 3 clusters Score -1.358764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -13587644.000000 Penalty: 3762.951172
	Iteration 45Q: 3 clusters Score -1.358764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -13587646.000000 Penalty: 3762.951172
	Iteration 46Q: 3 clusters Score -1.358765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -13587647.000000 Penalty: 3762.951172
	Iteration 47Q: 3 clusters Score -1.358765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -13587641.000000 Penalty: 3762.951172
	Iteration 48Q: 3 clusters Score -1.358764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -13587637.000000 Penalty: 3762.951172
	Iteration 49Q: 3 clusters Score -1.358764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 105726 members 
Entering Unmasked Estep 
Score: -13587661.000000 Penalty: 3762.951172
	Iteration 50Q: 3 clusters Score -1.358766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -13587668.000000 Penalty: 3762.951172
	Iteration 51Q: 3 clusters Score -1.358767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -13587664.000000 Penalty: 3762.951172
	Iteration 52Q: 3 clusters Score -1.358766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -13587664.000000 Penalty: 3762.951172
	Iteration 53Q: 3 clusters Score -1.358766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 105738 members 
Entering Unmasked Estep 
Score: -13587678.000000 Penalty: 3762.951172
	Iteration 54Q: 3 clusters Score -1.358768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 105739 members 
Entering Unmasked Estep 
Score: -13587671.000000 Penalty: 3762.951172
	Iteration 55Q: 3 clusters Score -1.358767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 105738 members 
Entering Unmasked Estep 
Score: -13587666.000000 Penalty: 3762.951172
	Iteration 56Q: 3 clusters Score -1.358767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 105738 members 
Entering Unmasked Estep 
Score: -13587666.000000 Penalty: 3762.951172
	Iteration 57F: 3 clusters Score -1.358767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16662.361328 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16662.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16824.642578 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -16824.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17019.847656 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -17019.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17061.876953 Penalty: 1740.890625
	Iteration 3F: 3 clusters Score -17061.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17133.914062 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -17133.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17169.736328 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -17169.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17212.058594 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -17212.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17237.687500 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -17237.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17238.876953 Penalty: 1740.890625
	Iteration 8Q: 3 clusters Score -17238.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17241.474609 Penalty: 1740.890625
	Iteration 9F: 3 clusters Score -17241.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17254.898438 Penalty: 1740.890625
	Iteration 10Q: 3 clusters Score -17254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17269.179688 Penalty: 1740.890625
	Iteration 11Q: 3 clusters Score -17269.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17269.179688 Penalty: 1740.890625
	Iteration 12F: 3 clusters Score -17269.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 27711 members 
Mstep: Class 4 contains 43750 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 55123 members 
Mstep: Class 8 contains 80908 members 
Mstep: Class 9 contains 83 members 
Mstep: Class 11 contains 42486 members 
Mstep: Class 13 contains 62185 members 
Mstep: Class 15 contains 26795 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106757 members 
Mstep: Class 21 contains 129 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
Score: -65786540.000000 Penalty: 34249.644531
Splitting cluster 21 changes total score from -65787752.000000 to -65786540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -175361.234375 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -175361.2 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 763 members 
Entering Unmasked Estep 
Score: -173620.203125 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -173620.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -173999.734375 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -173999.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174114.140625 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -174114.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174163.796875 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -174163.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -174217.453125 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -174217.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -174268.093750 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -174268.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -174305.906250 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -174305.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -174349.500000 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -174349.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -174379.390625 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -174379.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -174409.343750 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -174409.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -174439.296875 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -174439.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -174477.015625 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -174477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -174529.968750 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -174530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -174575.828125 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -174575.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -174612.562500 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -174612.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -174669.546875 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -174669.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -174736.187500 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -174736.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -174791.578125 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -174791.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -174820.515625 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -174820.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -174833.921875 Penalty: 2379.171387
	Iteration 19Q: 3 clusters Score -174833.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -174846.093750 Penalty: 2379.171387
	Iteration 20F: 3 clusters Score -174846.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -174853.625000 Penalty: 2379.171387
	Iteration 21Q: 3 clusters Score -174853.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -174858.984375 Penalty: 2379.171387
	Iteration 22Q: 3 clusters Score -174859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -174864.562500 Penalty: 2379.171387
	Iteration 23Q: 3 clusters Score -174864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -174869.125000 Penalty: 2379.171387
	Iteration 24Q: 3 clusters Score -174869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -174875.625000 Penalty: 2379.171387
	Iteration 25Q: 3 clusters Score -174875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -174879.843750 Penalty: 2379.171387
	Iteration 26Q: 3 clusters Score -174879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -174885.828125 Penalty: 2379.171387
	Iteration 27Q: 3 clusters Score -174885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -174888.968750 Penalty: 2379.171387
	Iteration 28Q: 3 clusters Score -174889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -174888.968750 Penalty: 2379.171387
	Iteration 29F: 3 clusters Score -174889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 27711 members 
Mstep: Class 4 contains 43750 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 55123 members 
Mstep: Class 8 contains 80908 members 
Mstep: Class 11 contains 42486 members 
Mstep: Class 13 contains 62185 members 
Mstep: Class 15 contains 26795 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106757 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787884.000000 Penalty: 32109.041016
Iteration 319Q: 16 clusters Score -6.578788e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14397 members 
Mstep: Class 3 contains 27710 members 
Mstep: Class 4 contains 43743 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 55156 members 
Mstep: Class 8 contains 80907 members 
Mstep: Class 11 contains 42427 members 
Mstep: Class 13 contains 62202 members 
Mstep: Class 15 contains 26795 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106773 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787864.000000 Penalty: 32109.041016
Iteration 320F: 16 clusters Score -6.578786e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14403 members 
Mstep: Class 3 contains 27707 members 
Mstep: Class 4 contains 43734 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 55200 members 
Mstep: Class 8 contains 80914 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 13 contains 62205 members 
Mstep: Class 15 contains 26797 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106772 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787928.000000 Penalty: 32109.041016
Iteration 321Q: 16 clusters Score -6.578793e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14410 members 
Mstep: Class 3 contains 27706 members 
Mstep: Class 4 contains 43716 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 55226 members 
Mstep: Class 8 contains 80918 members 
Mstep: Class 11 contains 42354 members 
Mstep: Class 13 contains 62207 members 
Mstep: Class 15 contains 26802 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106767 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787836.000000 Penalty: 32109.041016
Iteration 322Q: 16 clusters Score -6.578784e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 14413 members 
Mstep: Class 3 contains 27704 members 
Mstep: Class 4 contains 43703 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 55262 members 
Mstep: Class 8 contains 80923 members 
Mstep: Class 11 contains 42294 members 
Mstep: Class 13 contains 62209 members 
Mstep: Class 15 contains 26802 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106793 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787820.000000 Penalty: 32109.041016
Iteration 323Q: 16 clusters Score -6.578782e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14410 members 
Mstep: Class 3 contains 27706 members 
Mstep: Class 4 contains 43700 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 55279 members 
Mstep: Class 8 contains 80915 members 
Mstep: Class 11 contains 42252 members 
Mstep: Class 13 contains 62211 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106823 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787880.000000 Penalty: 32109.041016
Iteration 324Q: 16 clusters Score -6.578788e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 14410 members 
Mstep: Class 3 contains 27712 members 
Mstep: Class 4 contains 43696 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 55295 members 
Mstep: Class 8 contains 80917 members 
Mstep: Class 11 contains 42204 members 
Mstep: Class 13 contains 62215 members 
Mstep: Class 15 contains 26810 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106836 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787812.000000 Penalty: 32109.041016
Iteration 325Q: 16 clusters Score -6.578781e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 14415 members 
Mstep: Class 3 contains 27713 members 
Mstep: Class 4 contains 43692 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 55311 members 
Mstep: Class 8 contains 80907 members 
Mstep: Class 11 contains 42158 members 
Mstep: Class 13 contains 62223 members 
Mstep: Class 15 contains 26816 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106856 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787752.000000 Penalty: 32109.041016
Iteration 326Q: 16 clusters Score -6.578775e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 14413 members 
Mstep: Class 3 contains 27711 members 
Mstep: Class 4 contains 43693 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 55327 members 
Mstep: Class 8 contains 80900 members 
Mstep: Class 11 contains 42107 members 
Mstep: Class 13 contains 62237 members 
Mstep: Class 15 contains 26815 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106890 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787720.000000 Penalty: 32109.041016
Iteration 327Q: 16 clusters Score -6.578772e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 14410 members 
Mstep: Class 3 contains 27713 members 
Mstep: Class 4 contains 43694 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 55348 members 
Mstep: Class 8 contains 80904 members 
Mstep: Class 11 contains 42072 members 
Mstep: Class 13 contains 62242 members 
Mstep: Class 15 contains 26820 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106892 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787816.000000 Penalty: 32109.041016
Iteration 328Q: 16 clusters Score -6.578782e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14409 members 
Mstep: Class 3 contains 27715 members 
Mstep: Class 4 contains 43699 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 55383 members 
Mstep: Class 8 contains 80907 members 
Mstep: Class 11 contains 42039 members 
Mstep: Class 13 contains 62240 members 
Mstep: Class 15 contains 26821 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106886 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787836.000000 Penalty: 32109.041016
Iteration 329Q: 16 clusters Score -6.578784e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 14410 members 
Mstep: Class 3 contains 27715 members 
Mstep: Class 4 contains 43700 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 55364 members 
Mstep: Class 8 contains 80912 members 
Mstep: Class 11 contains 42032 members 
Mstep: Class 13 contains 62252 members 
Mstep: Class 15 contains 26819 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106894 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787820.000000 Penalty: 32109.041016
Iteration 330Q: 16 clusters Score -6.578782e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 14410 members 
Mstep: Class 3 contains 27713 members 
Mstep: Class 4 contains 43693 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 55323 members 
Mstep: Class 8 contains 80908 members 
Mstep: Class 11 contains 42055 members 
Mstep: Class 13 contains 62273 members 
Mstep: Class 15 contains 26815 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106909 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787796.000000 Penalty: 32109.041016
Iteration 331Q: 16 clusters Score -6.57878e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 14409 members 
Mstep: Class 3 contains 27708 members 
Mstep: Class 4 contains 43695 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 55263 members 
Mstep: Class 8 contains 80909 members 
Mstep: Class 11 contains 42100 members 
Mstep: Class 13 contains 62281 members 
Mstep: Class 15 contains 26822 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106916 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787712.000000 Penalty: 32109.041016
Iteration 332Q: 16 clusters Score -6.578771e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 14406 members 
Mstep: Class 3 contains 27710 members 
Mstep: Class 4 contains 43693 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 55183 members 
Mstep: Class 8 contains 80913 members 
Mstep: Class 11 contains 42171 members 
Mstep: Class 13 contains 62282 members 
Mstep: Class 15 contains 26825 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106924 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787828.000000 Penalty: 32109.041016
Iteration 333Q: 16 clusters Score -6.578783e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 14411 members 
Mstep: Class 3 contains 27708 members 
Mstep: Class 4 contains 43696 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 55088 members 
Mstep: Class 8 contains 80912 members 
Mstep: Class 11 contains 42241 members 
Mstep: Class 13 contains 62279 members 
Mstep: Class 15 contains 26829 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106940 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787904.000000 Penalty: 32109.041016
Iteration 334Q: 16 clusters Score -6.57879e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 27710 members 
Mstep: Class 4 contains 43696 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 80911 members 
Mstep: Class 11 contains 42309 members 
Mstep: Class 13 contains 62268 members 
Mstep: Class 15 contains 26825 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 106956 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787916.000000 Penalty: 32109.041016
Iteration 335Q: 16 clusters Score -6.578792e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 27711 members 
Mstep: Class 4 contains 43709 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 54969 members 
Mstep: Class 8 contains 80907 members 
Mstep: Class 11 contains 42369 members 
Mstep: Class 13 contains 62250 members 
Mstep: Class 15 contains 26818 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106966 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787884.000000 Penalty: 32109.041016
Iteration 336Q: 16 clusters Score -6.578788e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 14390 members 
Mstep: Class 3 contains 27712 members 
Mstep: Class 4 contains 43715 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 54915 members 
Mstep: Class 8 contains 80904 members 
Mstep: Class 11 contains 42418 members 
Mstep: Class 13 contains 62250 members 
Mstep: Class 15 contains 26818 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106967 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787876.000000 Penalty: 32109.041016
Iteration 337Q: 16 clusters Score -6.578788e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 14390 members 
Mstep: Class 3 contains 27713 members 
Mstep: Class 4 contains 43714 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 54853 members 
Mstep: Class 8 contains 80905 members 
Mstep: Class 11 contains 42479 members 
Mstep: Class 13 contains 62241 members 
Mstep: Class 15 contains 26819 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106978 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787980.000000 Penalty: 32109.041016
Iteration 338Q: 16 clusters Score -6.578798e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 27713 members 
Mstep: Class 4 contains 43703 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 54785 members 
Mstep: Class 8 contains 80910 members 
Mstep: Class 11 contains 42552 members 
Mstep: Class 13 contains 62232 members 
Mstep: Class 15 contains 26819 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106991 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788080.000000 Penalty: 32109.041016
Iteration 339Q: 16 clusters Score -6.578808e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 14387 members 
Mstep: Class 3 contains 27714 members 
Mstep: Class 4 contains 43698 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 54708 members 
Mstep: Class 8 contains 80914 members 
Mstep: Class 11 contains 42628 members 
Mstep: Class 13 contains 62228 members 
Mstep: Class 15 contains 26821 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106998 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788140.000000 Penalty: 32109.041016
Iteration 340F: 16 clusters Score -6.578814e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 27715 members 
Mstep: Class 4 contains 43695 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 54640 members 
Mstep: Class 8 contains 80917 members 
Mstep: Class 11 contains 42675 members 
Mstep: Class 13 contains 62225 members 
Mstep: Class 15 contains 26829 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107006 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788112.000000 Penalty: 32109.041016
Iteration 341Q: 16 clusters Score -6.578811e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 14388 members 
Mstep: Class 3 contains 27717 members 
Mstep: Class 4 contains 43688 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 54523 members 
Mstep: Class 8 contains 80916 members 
Mstep: Class 11 contains 42775 members 
Mstep: Class 13 contains 62228 members 
Mstep: Class 15 contains 26830 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107022 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788036.000000 Penalty: 32109.041016
Iteration 342Q: 16 clusters Score -6.578804e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 14382 members 
Mstep: Class 3 contains 27718 members 
Mstep: Class 4 contains 43691 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 54405 members 
Mstep: Class 8 contains 80914 members 
Mstep: Class 11 contains 42860 members 
Mstep: Class 13 contains 62248 members 
Mstep: Class 15 contains 26831 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107035 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787972.000000 Penalty: 32109.041016
Iteration 343Q: 16 clusters Score -6.578797e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43694 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 54289 members 
Mstep: Class 8 contains 80914 members 
Mstep: Class 11 contains 42952 members 
Mstep: Class 13 contains 62257 members 
Mstep: Class 15 contains 26834 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107037 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787888.000000 Penalty: 32109.041016
Iteration 344Q: 16 clusters Score -6.578789e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43698 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 54144 members 
Mstep: Class 8 contains 80916 members 
Mstep: Class 11 contains 43079 members 
Mstep: Class 13 contains 62262 members 
Mstep: Class 15 contains 26834 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107039 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787980.000000 Penalty: 32109.041016
Iteration 345Q: 16 clusters Score -6.578798e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 14369 members 
Mstep: Class 3 contains 27723 members 
Mstep: Class 4 contains 43696 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 54024 members 
Mstep: Class 8 contains 80921 members 
Mstep: Class 11 contains 43217 members 
Mstep: Class 13 contains 62258 members 
Mstep: Class 15 contains 26833 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107030 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787912.000000 Penalty: 32109.041016
Iteration 346Q: 16 clusters Score -6.578791e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 14365 members 
Mstep: Class 3 contains 27723 members 
Mstep: Class 4 contains 43710 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 53882 members 
Mstep: Class 8 contains 80930 members 
Mstep: Class 11 contains 43346 members 
Mstep: Class 13 contains 62253 members 
Mstep: Class 15 contains 26836 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107024 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788000.000000 Penalty: 32109.041016
Iteration 347Q: 16 clusters Score -6.5788e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43713 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 53730 members 
Mstep: Class 8 contains 80934 members 
Mstep: Class 11 contains 43475 members 
Mstep: Class 13 contains 62261 members 
Mstep: Class 15 contains 26832 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107039 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787964.000000 Penalty: 32109.041016
Iteration 348Q: 16 clusters Score -6.578796e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 14363 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43714 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 53536 members 
Mstep: Class 8 contains 80933 members 
Mstep: Class 11 contains 43630 members 
Mstep: Class 13 contains 62271 members 
Mstep: Class 15 contains 26832 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107060 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788044.000000 Penalty: 32109.041016
Iteration 349Q: 16 clusters Score -6.578804e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 14364 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43718 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 53346 members 
Mstep: Class 8 contains 80941 members 
Mstep: Class 11 contains 43775 members 
Mstep: Class 13 contains 62289 members 
Mstep: Class 15 contains 26833 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107072 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788104.000000 Penalty: 32109.041016
Iteration 350Q: 16 clusters Score -6.57881e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 14366 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43721 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 53176 members 
Mstep: Class 8 contains 80946 members 
Mstep: Class 11 contains 43926 members 
Mstep: Class 13 contains 62302 members 
Mstep: Class 15 contains 26833 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107063 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788076.000000 Penalty: 32109.041016
Iteration 351Q: 16 clusters Score -6.578808e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 14364 members 
Mstep: Class 3 contains 27723 members 
Mstep: Class 4 contains 43725 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 52970 members 
Mstep: Class 8 contains 80951 members 
Mstep: Class 11 contains 44122 members 
Mstep: Class 13 contains 62295 members 
Mstep: Class 15 contains 26839 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107068 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788024.000000 Penalty: 32109.041016
Iteration 352Q: 16 clusters Score -6.578802e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 14366 members 
Mstep: Class 3 contains 27723 members 
Mstep: Class 4 contains 43724 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 52756 members 
Mstep: Class 8 contains 80948 members 
Mstep: Class 11 contains 44332 members 
Mstep: Class 13 contains 62286 members 
Mstep: Class 15 contains 26841 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107078 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788040.000000 Penalty: 32109.041016
Iteration 353Q: 16 clusters Score -6.578804e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 14366 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43716 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 52569 members 
Mstep: Class 8 contains 80947 members 
Mstep: Class 11 contains 44548 members 
Mstep: Class 13 contains 62278 members 
Mstep: Class 15 contains 26840 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107070 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788068.000000 Penalty: 32109.041016
Iteration 354Q: 16 clusters Score -6.578807e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 14368 members 
Mstep: Class 3 contains 27719 members 
Mstep: Class 4 contains 43707 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 52412 members 
Mstep: Class 8 contains 80949 members 
Mstep: Class 11 contains 44733 members 
Mstep: Class 13 contains 62256 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107066 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788084.000000 Penalty: 32109.041016
Iteration 355Q: 16 clusters Score -6.578808e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 14366 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43702 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 52266 members 
Mstep: Class 8 contains 80946 members 
Mstep: Class 11 contains 44919 members 
Mstep: Class 13 contains 62241 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107046 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787980.000000 Penalty: 32109.041016
Iteration 356Q: 16 clusters Score -6.578798e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 14360 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43688 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 52110 members 
Mstep: Class 8 contains 80952 members 
Mstep: Class 11 contains 45134 members 
Mstep: Class 13 contains 62227 members 
Mstep: Class 15 contains 26836 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107020 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788004.000000 Penalty: 32109.041016
Iteration 357Q: 16 clusters Score -6.5788e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 14353 members 
Mstep: Class 3 contains 27719 members 
Mstep: Class 4 contains 43677 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 51949 members 
Mstep: Class 8 contains 80951 members 
Mstep: Class 11 contains 45353 members 
Mstep: Class 13 contains 62220 members 
Mstep: Class 15 contains 26837 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106987 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788020.000000 Penalty: 32109.041016
Iteration 358Q: 16 clusters Score -6.578802e+07 nChanged 417
Entering ConstructFrom: 
Score: -65788020.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Entering Unmasked Estep 
Score: -6611219.000000 Penalty: 1762.232910
	Iteration 0F: 2 clusters Score -6611219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -6578433.000000 Penalty: 3524.465820
	Iteration 0F: 3 clusters Score -6578433 nChanged 23970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -6591815.500000 Penalty: 3524.465820
	Iteration 1F: 3 clusters Score -6591816 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -6592264.000000 Penalty: 3524.465820
	Iteration 2Q: 3 clusters Score -6592264 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -6592806.500000 Penalty: 3524.465820
	Iteration 3Q: 3 clusters Score -6592806 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -6593422.000000 Penalty: 3524.465820
	Iteration 4Q: 3 clusters Score -6593422 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -6594189.500000 Penalty: 3524.465820
	Iteration 5Q: 3 clusters Score -6594190 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -6595200.000000 Penalty: 3524.465820
	Iteration 6Q: 3 clusters Score -6595200 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -6596562.500000 Penalty: 3524.465820
	Iteration 7Q: 3 clusters Score -6596562 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -6598063.500000 Penalty: 3524.465820
	Iteration 8Q: 3 clusters Score -6598064 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -6599745.500000 Penalty: 3524.465820
	Iteration 9F: 3 clusters Score -6599746 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -6601482.000000 Penalty: 3524.465820
	Iteration 10F: 3 clusters Score -6601482 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -6603138.000000 Penalty: 3524.465820
	Iteration 11Q: 3 clusters Score -6603138 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -6604485.500000 Penalty: 3524.465820
	Iteration 12Q: 3 clusters Score -6604486 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -6605612.500000 Penalty: 3524.465820
	Iteration 13Q: 3 clusters Score -6605612 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -6606461.000000 Penalty: 3524.465820
	Iteration 14Q: 3 clusters Score -6606461 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -6607178.000000 Penalty: 3524.465820
	Iteration 15Q: 3 clusters Score -6607178 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -6607687.500000 Penalty: 3524.465820
	Iteration 16Q: 3 clusters Score -6607688 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -6608156.000000 Penalty: 3524.465820
	Iteration 17Q: 3 clusters Score -6608156 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -6608549.500000 Penalty: 3524.465820
	Iteration 18Q: 3 clusters Score -6608550 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -6608880.500000 Penalty: 3524.465820
	Iteration 19Q: 3 clusters Score -6608880 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -6609126.000000 Penalty: 3524.465820
	Iteration 20F: 3 clusters Score -6609126 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -6609328.500000 Penalty: 3524.465820
	Iteration 21Q: 3 clusters Score -6609328 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -6609423.000000 Penalty: 3524.465820
	Iteration 22Q: 3 clusters Score -6609423 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6609507.000000 Penalty: 3524.465820
	Iteration 23Q: 3 clusters Score -6609507 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -6609570.000000 Penalty: 3524.465820
	Iteration 24Q: 3 clusters Score -6609570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -6609626.000000 Penalty: 3524.465820
	Iteration 25Q: 3 clusters Score -6609626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -6609666.000000 Penalty: 3524.465820
	Iteration 26Q: 3 clusters Score -6609666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -6609687.500000 Penalty: 3524.465820
	Iteration 27Q: 3 clusters Score -6609688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6609705.000000 Penalty: 3524.465820
	Iteration 28Q: 3 clusters Score -6609705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -6609717.000000 Penalty: 3524.465820
	Iteration 29Q: 3 clusters Score -6609717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -6609730.000000 Penalty: 3524.465820
	Iteration 30Q: 3 clusters Score -6609730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -6609741.500000 Penalty: 3524.465820
	Iteration 31Q: 3 clusters Score -6609742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6609770.000000 Penalty: 3524.465820
	Iteration 32Q: 3 clusters Score -6609770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6609782.500000 Penalty: 3524.465820
	Iteration 33Q: 3 clusters Score -6609782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -6609796.500000 Penalty: 3524.465820
	Iteration 34Q: 3 clusters Score -6609796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6609807.000000 Penalty: 3524.465820
	Iteration 35Q: 3 clusters Score -6609807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -6609823.500000 Penalty: 3524.465820
	Iteration 36Q: 3 clusters Score -6609824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -6609832.000000 Penalty: 3524.465820
	Iteration 37Q: 3 clusters Score -6609832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -6609839.500000 Penalty: 3524.465820
	Iteration 38Q: 3 clusters Score -6609840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -6609839.000000 Penalty: 3524.465820
	Iteration 39Q: 3 clusters Score -6609839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -6609848.000000 Penalty: 3524.465820
	Iteration 40F: 3 clusters Score -6609848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -6609854.000000 Penalty: 3524.465820
	Iteration 41Q: 3 clusters Score -6609854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -6609855.500000 Penalty: 3524.465820
	Iteration 42Q: 3 clusters Score -6609856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -6609856.500000 Penalty: 3524.465820
	Iteration 43Q: 3 clusters Score -6609856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -6609865.500000 Penalty: 3524.465820
	Iteration 44Q: 3 clusters Score -6609866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -6609862.500000 Penalty: 3524.465820
	Iteration 45Q: 3 clusters Score -6609862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -6609867.500000 Penalty: 3524.465820
	Iteration 46Q: 3 clusters Score -6609868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -6609868.500000 Penalty: 3524.465820
	Iteration 47Q: 3 clusters Score -6609868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6609868.500000 Penalty: 3524.465820
	Iteration 48Q: 3 clusters Score -6609868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -6609870.500000 Penalty: 3524.465820
	Iteration 49Q: 3 clusters Score -6609870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -6609874.000000 Penalty: 3524.465820
	Iteration 50Q: 3 clusters Score -6609874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -6609874.000000 Penalty: 3524.465820
	Iteration 51Q: 3 clusters Score -6609874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -6609876.000000 Penalty: 3524.465820
	Iteration 52Q: 3 clusters Score -6609876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -6609876.000000 Penalty: 3524.465820
	Iteration 53F: 3 clusters Score -6609876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Entering Unmasked Estep 
Score: -1840753.500000 Penalty: 1555.414917
	Iteration 0F: 2 clusters Score -1840754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1830793.000000 Penalty: 3110.829834
	Iteration 0F: 3 clusters Score -1830793 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1834176.750000 Penalty: 3110.829834
	Iteration 1F: 3 clusters Score -1834177 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1834427.750000 Penalty: 3110.829834
	Iteration 2F: 3 clusters Score -1834428 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1834617.000000 Penalty: 3110.829834
	Iteration 3Q: 3 clusters Score -1834617 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1834765.625000 Penalty: 3110.829834
	Iteration 4Q: 3 clusters Score -1834766 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1834922.125000 Penalty: 3110.829834
	Iteration 5Q: 3 clusters Score -1834922 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1835093.125000 Penalty: 3110.829834
	Iteration 6Q: 3 clusters Score -1835093 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1835299.750000 Penalty: 3110.829834
	Iteration 7Q: 3 clusters Score -1835300 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1835576.375000 Penalty: 3110.829834
	Iteration 8Q: 3 clusters Score -1835576 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1835989.375000 Penalty: 3110.829834
	Iteration 9Q: 3 clusters Score -1835989 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1836541.250000 Penalty: 3110.829834
	Iteration 10F: 3 clusters Score -1836541 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1837198.875000 Penalty: 3110.829834
	Iteration 11F: 3 clusters Score -1837199 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1837857.250000 Penalty: 3110.829834
	Iteration 12F: 3 clusters Score -1837857 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1838426.125000 Penalty: 3110.829834
	Iteration 13Q: 3 clusters Score -1838426 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1838807.500000 Penalty: 3110.829834
	Iteration 14Q: 3 clusters Score -1838808 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1839037.625000 Penalty: 3110.829834
	Iteration 15Q: 3 clusters Score -1839038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1839174.375000 Penalty: 3110.829834
	Iteration 16Q: 3 clusters Score -1839174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1839252.500000 Penalty: 3110.829834
	Iteration 17Q: 3 clusters Score -1839252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1839293.000000 Penalty: 3110.829834
	Iteration 18Q: 3 clusters Score -1839293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1839319.625000 Penalty: 3110.829834
	Iteration 19Q: 3 clusters Score -1839320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1839338.750000 Penalty: 3110.829834
	Iteration 20F: 3 clusters Score -1839339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1839351.500000 Penalty: 3110.829834
	Iteration 21Q: 3 clusters Score -1839352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1839360.500000 Penalty: 3110.829834
	Iteration 22Q: 3 clusters Score -1839360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1839369.875000 Penalty: 3110.829834
	Iteration 23Q: 3 clusters Score -1839370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1839373.500000 Penalty: 3110.829834
	Iteration 24Q: 3 clusters Score -1839374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1839371.375000 Penalty: 3110.829834
	Iteration 25Q: 3 clusters Score -1839371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1839377.125000 Penalty: 3110.829834
	Iteration 26Q: 3 clusters Score -1839377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1839380.500000 Penalty: 3110.829834
	Iteration 27Q: 3 clusters Score -1839380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1839380.125000 Penalty: 3110.829834
	Iteration 28Q: 3 clusters Score -1839380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1839380.125000 Penalty: 3110.829834
	Iteration 29F: 3 clusters Score -1839380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Entering Unmasked Estep 
Score: -3440879.000000 Penalty: 1662.360352
	Iteration 0F: 2 clusters Score -3440879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3421959.750000 Penalty: 3324.720703
	Iteration 0F: 3 clusters Score -3421960 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3429084.750000 Penalty: 3324.720703
	Iteration 1F: 3 clusters Score -3429085 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3429357.000000 Penalty: 3324.720703
	Iteration 2Q: 3 clusters Score -3429357 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3429615.000000 Penalty: 3324.720703
	Iteration 3Q: 3 clusters Score -3429615 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3429854.500000 Penalty: 3324.720703
	Iteration 4Q: 3 clusters Score -3429854 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3430079.500000 Penalty: 3324.720703
	Iteration 5Q: 3 clusters Score -3430080 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3430336.000000 Penalty: 3324.720703
	Iteration 6Q: 3 clusters Score -3430336 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3430628.250000 Penalty: 3324.720703
	Iteration 7Q: 3 clusters Score -3430628 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3430932.500000 Penalty: 3324.720703
	Iteration 8Q: 3 clusters Score -3430932 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3431341.500000 Penalty: 3324.720703
	Iteration 9Q: 3 clusters Score -3431342 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3431865.250000 Penalty: 3324.720703
	Iteration 10Q: 3 clusters Score -3431865 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3432561.500000 Penalty: 3324.720703
	Iteration 11Q: 3 clusters Score -3432562 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3433333.250000 Penalty: 3324.720703
	Iteration 12Q: 3 clusters Score -3433333 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3434087.500000 Penalty: 3324.720703
	Iteration 13Q: 3 clusters Score -3434088 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3434671.750000 Penalty: 3324.720703
	Iteration 14Q: 3 clusters Score -3434672 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3434948.250000 Penalty: 3324.720703
	Iteration 15Q: 3 clusters Score -3434948 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3435112.750000 Penalty: 3324.720703
	Iteration 16Q: 3 clusters Score -3435113 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3435237.750000 Penalty: 3324.720703
	Iteration 17Q: 3 clusters Score -3435238 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3435331.250000 Penalty: 3324.720703
	Iteration 18Q: 3 clusters Score -3435331 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -3435429.750000 Penalty: 3324.720703
	Iteration 19Q: 3 clusters Score -3435430 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3435555.750000 Penalty: 3324.720703
	Iteration 20F: 3 clusters Score -3435556 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3435702.250000 Penalty: 3324.720703
	Iteration 21Q: 3 clusters Score -3435702 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3435852.750000 Penalty: 3324.720703
	Iteration 22Q: 3 clusters Score -3435853 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3436043.500000 Penalty: 3324.720703
	Iteration 23Q: 3 clusters Score -3436044 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3436261.500000 Penalty: 3324.720703
	Iteration 24Q: 3 clusters Score -3436262 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3436442.250000 Penalty: 3324.720703
	Iteration 25Q: 3 clusters Score -3436442 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3436661.250000 Penalty: 3324.720703
	Iteration 26Q: 3 clusters Score -3436661 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3436876.500000 Penalty: 3324.720703
	Iteration 27Q: 3 clusters Score -3436876 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3437081.500000 Penalty: 3324.720703
	Iteration 28Q: 3 clusters Score -3437082 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3437299.750000 Penalty: 3324.720703
	Iteration 29Q: 3 clusters Score -3437300 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3437514.750000 Penalty: 3324.720703
	Iteration 30Q: 3 clusters Score -3437515 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3437727.750000 Penalty: 3324.720703
	Iteration 31Q: 3 clusters Score -3437728 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3437957.250000 Penalty: 3324.720703
	Iteration 32Q: 3 clusters Score -3437957 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3438163.750000 Penalty: 3324.720703
	Iteration 33Q: 3 clusters Score -3438164 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3438364.500000 Penalty: 3324.720703
	Iteration 34Q: 3 clusters Score -3438364 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3438521.750000 Penalty: 3324.720703
	Iteration 35Q: 3 clusters Score -3438522 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3438646.250000 Penalty: 3324.720703
	Iteration 36Q: 3 clusters Score -3438646 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3438769.000000 Penalty: 3324.720703
	Iteration 37Q: 3 clusters Score -3438769 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3438878.000000 Penalty: 3324.720703
	Iteration 38Q: 3 clusters Score -3438878 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3438993.500000 Penalty: 3324.720703
	Iteration 39Q: 3 clusters Score -3438994 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3439104.750000 Penalty: 3324.720703
	Iteration 40F: 3 clusters Score -3439105 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3439174.000000 Penalty: 3324.720703
	Iteration 41Q: 3 clusters Score -3439174 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3439215.000000 Penalty: 3324.720703
	Iteration 42Q: 3 clusters Score -3439215 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3439246.750000 Penalty: 3324.720703
	Iteration 43Q: 3 clusters Score -3439247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3439276.250000 Penalty: 3324.720703
	Iteration 44Q: 3 clusters Score -3439276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3439299.750000 Penalty: 3324.720703
	Iteration 45Q: 3 clusters Score -3439300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3439329.250000 Penalty: 3324.720703
	Iteration 46Q: 3 clusters Score -3439329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3439349.750000 Penalty: 3324.720703
	Iteration 47Q: 3 clusters Score -3439350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3439358.000000 Penalty: 3324.720703
	Iteration 48Q: 3 clusters Score -3439358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3439370.250000 Penalty: 3324.720703
	Iteration 49Q: 3 clusters Score -3439370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3439375.250000 Penalty: 3324.720703
	Iteration 50Q: 3 clusters Score -3439375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3439386.750000 Penalty: 3324.720703
	Iteration 51Q: 3 clusters Score -3439387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3439405.250000 Penalty: 3324.720703
	Iteration 52Q: 3 clusters Score -3439405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3439416.500000 Penalty: 3324.720703
	Iteration 53Q: 3 clusters Score -3439416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3439421.000000 Penalty: 3324.720703
	Iteration 54Q: 3 clusters Score -3439421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3439426.000000 Penalty: 3324.720703
	Iteration 55Q: 3 clusters Score -3439426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3439434.500000 Penalty: 3324.720703
	Iteration 56Q: 3 clusters Score -3439434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3439435.500000 Penalty: 3324.720703
	Iteration 57Q: 3 clusters Score -3439436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3439436.750000 Penalty: 3324.720703
	Iteration 58Q: 3 clusters Score -3439437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3439439.750000 Penalty: 3324.720703
	Iteration 59Q: 3 clusters Score -3439440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3439443.750000 Penalty: 3324.720703
	Iteration 60F: 3 clusters Score -3439444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3439445.750000 Penalty: 3324.720703
	Iteration 61Q: 3 clusters Score -3439446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3439452.000000 Penalty: 3324.720703
	Iteration 62Q: 3 clusters Score -3439452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3439450.250000 Penalty: 3324.720703
	Iteration 63Q: 3 clusters Score -3439450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3439448.500000 Penalty: 3324.720703
	Iteration 64Q: 3 clusters Score -3439448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3439449.750000 Penalty: 3324.720703
	Iteration 65Q: 3 clusters Score -3439450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3439450.000000 Penalty: 3324.720703
	Iteration 66Q: 3 clusters Score -3439450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3439450.500000 Penalty: 3324.720703
	Iteration 67Q: 3 clusters Score -3439450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3439455.750000 Penalty: 3324.720703
	Iteration 68Q: 3 clusters Score -3439456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3439455.750000 Penalty: 3324.720703
	Iteration 69F: 3 clusters Score -3439456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Entering Unmasked Estep 
Score: -5522026.500000 Penalty: 1736.180542
	Iteration 0F: 2 clusters Score -5522026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -5492789.500000 Penalty: 3472.361084
	Iteration 0F: 3 clusters Score -5492790 nChanged 20388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -5504502.500000 Penalty: 3472.361084
	Iteration 1F: 3 clusters Score -5504502 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -5505104.500000 Penalty: 3472.361084
	Iteration 2Q: 3 clusters Score -5505104 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5505832.000000 Penalty: 3472.361084
	Iteration 3Q: 3 clusters Score -5505832 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5506670.000000 Penalty: 3472.361084
	Iteration 4Q: 3 clusters Score -5506670 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -5507726.500000 Penalty: 3472.361084
	Iteration 5Q: 3 clusters Score -5507726 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -5508918.500000 Penalty: 3472.361084
	Iteration 6F: 3 clusters Score -5508918 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5510234.000000 Penalty: 3472.361084
	Iteration 7F: 3 clusters Score -5510234 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -5511636.500000 Penalty: 3472.361084
	Iteration 8F: 3 clusters Score -5511636 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5513067.500000 Penalty: 3472.361084
	Iteration 9F: 3 clusters Score -5513068 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -5514427.000000 Penalty: 3472.361084
	Iteration 10F: 3 clusters Score -5514427 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -5515397.500000 Penalty: 3472.361084
	Iteration 11Q: 3 clusters Score -5515398 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -5515866.000000 Penalty: 3472.361084
	Iteration 12Q: 3 clusters Score -5515866 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -5516077.000000 Penalty: 3472.361084
	Iteration 13Q: 3 clusters Score -5516077 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5516198.500000 Penalty: 3472.361084
	Iteration 14Q: 3 clusters Score -5516198 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -5516321.000000 Penalty: 3472.361084
	Iteration 15Q: 3 clusters Score -5516321 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -5516428.500000 Penalty: 3472.361084
	Iteration 16Q: 3 clusters Score -5516428 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -5516477.000000 Penalty: 3472.361084
	Iteration 17Q: 3 clusters Score -5516477 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5516497.500000 Penalty: 3472.361084
	Iteration 18Q: 3 clusters Score -5516498 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -5516543.500000 Penalty: 3472.361084
	Iteration 19Q: 3 clusters Score -5516544 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5516602.500000 Penalty: 3472.361084
	Iteration 20F: 3 clusters Score -5516602 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -5516636.500000 Penalty: 3472.361084
	Iteration 21Q: 3 clusters Score -5516636 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5516697.000000 Penalty: 3472.361084
	Iteration 22Q: 3 clusters Score -5516697 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -5516761.500000 Penalty: 3472.361084
	Iteration 23Q: 3 clusters Score -5516762 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5516805.000000 Penalty: 3472.361084
	Iteration 24Q: 3 clusters Score -5516805 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -5516848.000000 Penalty: 3472.361084
	Iteration 25Q: 3 clusters Score -5516848 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5516915.000000 Penalty: 3472.361084
	Iteration 26Q: 3 clusters Score -5516915 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5516950.500000 Penalty: 3472.361084
	Iteration 27Q: 3 clusters Score -5516950 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5517015.000000 Penalty: 3472.361084
	Iteration 28Q: 3 clusters Score -5517015 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -5517049.000000 Penalty: 3472.361084
	Iteration 29Q: 3 clusters Score -5517049 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -5517105.000000 Penalty: 3472.361084
	Iteration 30Q: 3 clusters Score -5517105 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -5517151.000000 Penalty: 3472.361084
	Iteration 31Q: 3 clusters Score -5517151 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -5517221.500000 Penalty: 3472.361084
	Iteration 32Q: 3 clusters Score -5517222 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5517300.500000 Penalty: 3472.361084
	Iteration 33Q: 3 clusters Score -5517300 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -5517366.000000 Penalty: 3472.361084
	Iteration 34Q: 3 clusters Score -5517366 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -5517462.500000 Penalty: 3472.361084
	Iteration 35Q: 3 clusters Score -5517462 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5517538.000000 Penalty: 3472.361084
	Iteration 36Q: 3 clusters Score -5517538 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -5517693.500000 Penalty: 3472.361084
	Iteration 37Q: 3 clusters Score -5517694 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5517830.500000 Penalty: 3472.361084
	Iteration 38Q: 3 clusters Score -5517830 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5517914.500000 Penalty: 3472.361084
	Iteration 39Q: 3 clusters Score -5517914 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -5518071.000000 Penalty: 3472.361084
	Iteration 40F: 3 clusters Score -5518071 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -5518301.000000 Penalty: 3472.361084
	Iteration 41Q: 3 clusters Score -5518301 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -5518490.500000 Penalty: 3472.361084
	Iteration 42Q: 3 clusters Score -5518490 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -5518686.500000 Penalty: 3472.361084
	Iteration 43Q: 3 clusters Score -5518686 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -5518954.000000 Penalty: 3472.361084
	Iteration 44Q: 3 clusters Score -5518954 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -5519145.000000 Penalty: 3472.361084
	Iteration 45Q: 3 clusters Score -5519145 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -5519337.500000 Penalty: 3472.361084
	Iteration 46Q: 3 clusters Score -5519338 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -5519538.500000 Penalty: 3472.361084
	Iteration 47Q: 3 clusters Score -5519538 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -5519738.500000 Penalty: 3472.361084
	Iteration 48Q: 3 clusters Score -5519738 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5519874.500000 Penalty: 3472.361084
	Iteration 49Q: 3 clusters Score -5519874 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -5520012.000000 Penalty: 3472.361084
	Iteration 50Q: 3 clusters Score -5520012 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -5520125.000000 Penalty: 3472.361084
	Iteration 51Q: 3 clusters Score -5520125 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5520220.000000 Penalty: 3472.361084
	Iteration 52Q: 3 clusters Score -5520220 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -5520316.500000 Penalty: 3472.361084
	Iteration 53Q: 3 clusters Score -5520316 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -5520408.000000 Penalty: 3472.361084
	Iteration 54Q: 3 clusters Score -5520408 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -5520458.000000 Penalty: 3472.361084
	Iteration 55Q: 3 clusters Score -5520458 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -5520505.500000 Penalty: 3472.361084
	Iteration 56Q: 3 clusters Score -5520506 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -5520544.500000 Penalty: 3472.361084
	Iteration 57Q: 3 clusters Score -5520544 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -5520570.000000 Penalty: 3472.361084
	Iteration 58Q: 3 clusters Score -5520570 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -5520608.000000 Penalty: 3472.361084
	Iteration 59Q: 3 clusters Score -5520608 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -5520634.500000 Penalty: 3472.361084
	Iteration 60F: 3 clusters Score -5520634 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5520641.500000 Penalty: 3472.361084
	Iteration 61Q: 3 clusters Score -5520642 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -5520641.000000 Penalty: 3472.361084
	Iteration 62Q: 3 clusters Score -5520641 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -5520678.500000 Penalty: 3472.361084
	Iteration 63Q: 3 clusters Score -5520678 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5520679.000000 Penalty: 3472.361084
	Iteration 64Q: 3 clusters Score -5520679 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -5520700.000000 Penalty: 3472.361084
	Iteration 65Q: 3 clusters Score -5520700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -5520711.500000 Penalty: 3472.361084
	Iteration 66Q: 3 clusters Score -5520712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -5520709.500000 Penalty: 3472.361084
	Iteration 67Q: 3 clusters Score -5520710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -5520708.500000 Penalty: 3472.361084
	Iteration 68Q: 3 clusters Score -5520708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -5520708.000000 Penalty: 3472.361084
	Iteration 69Q: 3 clusters Score -5520708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -5520731.000000 Penalty: 3472.361084
	Iteration 70Q: 3 clusters Score -5520731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -5520721.500000 Penalty: 3472.361084
	Iteration 71Q: 3 clusters Score -5520722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -5520721.000000 Penalty: 3472.361084
	Iteration 72Q: 3 clusters Score -5520721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5520733.500000 Penalty: 3472.361084
	Iteration 73Q: 3 clusters Score -5520734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -5520739.000000 Penalty: 3472.361084
	Iteration 74Q: 3 clusters Score -5520739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -5520732.500000 Penalty: 3472.361084
	Iteration 75Q: 3 clusters Score -5520732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -5520733.000000 Penalty: 3472.361084
	Iteration 76Q: 3 clusters Score -5520733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -5520726.500000 Penalty: 3472.361084
	Iteration 77Q: 3 clusters Score -5520726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -5520736.500000 Penalty: 3472.361084
	Iteration 78Q: 3 clusters Score -5520736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -5520744.500000 Penalty: 3472.361084
	Iteration 79Q: 3 clusters Score -5520744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -5520748.000000 Penalty: 3472.361084
	Iteration 80F: 3 clusters Score -5520748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -5520746.000000 Penalty: 3472.361084
	Iteration 81Q: 3 clusters Score -5520746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -5520755.000000 Penalty: 3472.361084
	Iteration 82Q: 3 clusters Score -5520755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -5520760.000000 Penalty: 3472.361084
	Iteration 83Q: 3 clusters Score -5520760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -5520756.000000 Penalty: 3472.361084
	Iteration 84Q: 3 clusters Score -5520756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -5520757.500000 Penalty: 3472.361084
	Iteration 85Q: 3 clusters Score -5520758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -5520753.000000 Penalty: 3472.361084
	Iteration 86Q: 3 clusters Score -5520753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -5520753.000000 Penalty: 3472.361084
	Iteration 87Q: 3 clusters Score -5520753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -5520751.000000 Penalty: 3472.361084
	Iteration 88Q: 3 clusters Score -5520751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -5520744.000000 Penalty: 3472.361084
	Iteration 89Q: 3 clusters Score -5520744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5520751.000000 Penalty: 3472.361084
	Iteration 90Q: 3 clusters Score -5520751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -5520743.500000 Penalty: 3472.361084
	Iteration 91Q: 3 clusters Score -5520744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -5520739.500000 Penalty: 3472.361084
	Iteration 92Q: 3 clusters Score -5520740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5520748.000000 Penalty: 3472.361084
	Iteration 93Q: 3 clusters Score -5520748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -5520752.500000 Penalty: 3472.361084
	Iteration 94Q: 3 clusters Score -5520752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -5520750.000000 Penalty: 3472.361084
	Iteration 95Q: 3 clusters Score -5520750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -5520746.500000 Penalty: 3472.361084
	Iteration 96Q: 3 clusters Score -5520746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -5520756.000000 Penalty: 3472.361084
	Iteration 97Q: 3 clusters Score -5520756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -5520758.000000 Penalty: 3472.361084
	Iteration 98Q: 3 clusters Score -5520758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -5520756.000000 Penalty: 3472.361084
	Iteration 99Q: 3 clusters Score -5520756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -5520753.000000 Penalty: 3472.361084
	Iteration 100F: 3 clusters Score -5520753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5520767.500000 Penalty: 3472.361084
	Iteration 101Q: 3 clusters Score -5520768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -5520769.000000 Penalty: 3472.361084
	Iteration 102Q: 3 clusters Score -5520769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5520769.000000 Penalty: 3472.361084
	Iteration 103Q: 3 clusters Score -5520769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5520773.000000 Penalty: 3472.361084
	Iteration 104Q: 3 clusters Score -5520773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -5520768.000000 Penalty: 3472.361084
	Iteration 105Q: 3 clusters Score -5520768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5520771.000000 Penalty: 3472.361084
	Iteration 106Q: 3 clusters Score -5520771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -5520772.000000 Penalty: 3472.361084
	Iteration 107Q: 3 clusters Score -5520772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -5520765.500000 Penalty: 3472.361084
	Iteration 108Q: 3 clusters Score -5520766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -5520754.500000 Penalty: 3472.361084
	Iteration 109Q: 3 clusters Score -5520754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -5520753.500000 Penalty: 3472.361084
	Iteration 110Q: 3 clusters Score -5520754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -5520756.000000 Penalty: 3472.361084
	Iteration 111Q: 3 clusters Score -5520756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -5520764.000000 Penalty: 3472.361084
	Iteration 112Q: 3 clusters Score -5520764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -5520764.000000 Penalty: 3472.361084
	Iteration 113Q: 3 clusters Score -5520764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -5520762.000000 Penalty: 3472.361084
	Iteration 114Q: 3 clusters Score -5520762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5520762.000000 Penalty: 3472.361084
	Iteration 115Q: 3 clusters Score -5520762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -5520764.500000 Penalty: 3472.361084
	Iteration 116Q: 3 clusters Score -5520764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -5520752.500000 Penalty: 3472.361084
	Iteration 117Q: 3 clusters Score -5520752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5520753.500000 Penalty: 3472.361084
	Iteration 118Q: 3 clusters Score -5520754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5520751.000000 Penalty: 3472.361084
	Iteration 119Q: 3 clusters Score -5520751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -5520749.000000 Penalty: 3472.361084
	Iteration 120F: 3 clusters Score -5520749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -5520752.000000 Penalty: 3472.361084
	Iteration 121Q: 3 clusters Score -5520752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -5520756.500000 Penalty: 3472.361084
	Iteration 122Q: 3 clusters Score -5520756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -5520757.000000 Penalty: 3472.361084
	Iteration 123Q: 3 clusters Score -5520757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -5520753.500000 Penalty: 3472.361084
	Iteration 124Q: 3 clusters Score -5520754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -5520758.000000 Penalty: 3472.361084
	Iteration 125Q: 3 clusters Score -5520758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5520754.500000 Penalty: 3472.361084
	Iteration 126Q: 3 clusters Score -5520754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5520754.500000 Penalty: 3472.361084
	Iteration 127F: 3 clusters Score -5520754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -66263.140625 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -66263.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65119.894531 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -65119.89 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65277.089844 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -65277.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65337.691406 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -65337.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65376.871094 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -65376.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65390.480469 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -65390.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65397.789062 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -65397.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65404.191406 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -65404.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65409.933594 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -65409.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65411.464844 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -65411.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65420.089844 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -65420.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65432.367188 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -65432.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65440.570312 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -65440.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65452.550781 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -65452.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65461.039062 Penalty: 2058.892578
	Iteration 13Q: 3 clusters Score -65461.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65463.734375 Penalty: 2058.892578
	Iteration 14Q: 3 clusters Score -65463.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65469.847656 Penalty: 2058.892578
	Iteration 15Q: 3 clusters Score -65469.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65475.332031 Penalty: 2058.892578
	Iteration 16Q: 3 clusters Score -65475.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65494.976562 Penalty: 2058.892578
	Iteration 17Q: 3 clusters Score -65494.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65506.542969 Penalty: 2058.892578
	Iteration 18Q: 3 clusters Score -65506.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65514.292969 Penalty: 2058.892578
	Iteration 19Q: 3 clusters Score -65514.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65520.984375 Penalty: 2058.892578
	Iteration 20F: 3 clusters Score -65520.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65526.687500 Penalty: 2058.892578
	Iteration 21Q: 3 clusters Score -65526.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65534.847656 Penalty: 2058.892578
	Iteration 22Q: 3 clusters Score -65534.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65540.671875 Penalty: 2058.892578
	Iteration 23Q: 3 clusters Score -65540.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65546.460938 Penalty: 2058.892578
	Iteration 24Q: 3 clusters Score -65546.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65546.460938 Penalty: 2058.892578
	Iteration 25F: 3 clusters Score -65546.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Entering Unmasked Estep 
Score: -836795.875000 Penalty: 1429.478882
	Iteration 0F: 2 clusters Score -836795.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -831805.937500 Penalty: 2858.957764
	Iteration 0F: 3 clusters Score -831805.9 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -833242.375000 Penalty: 2858.957764
	Iteration 1F: 3 clusters Score -833242.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -833422.062500 Penalty: 2858.957764
	Iteration 2F: 3 clusters Score -833422.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -833559.750000 Penalty: 2858.957764
	Iteration 3Q: 3 clusters Score -833559.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -833661.875000 Penalty: 2858.957764
	Iteration 4Q: 3 clusters Score -833661.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -833773.625000 Penalty: 2858.957764
	Iteration 5Q: 3 clusters Score -833773.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -833874.250000 Penalty: 2858.957764
	Iteration 6Q: 3 clusters Score -833874.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -833979.562500 Penalty: 2858.957764
	Iteration 7Q: 3 clusters Score -833979.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -834078.625000 Penalty: 2858.957764
	Iteration 8Q: 3 clusters Score -834078.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -834183.250000 Penalty: 2858.957764
	Iteration 9Q: 3 clusters Score -834183.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -834279.500000 Penalty: 2858.957764
	Iteration 10Q: 3 clusters Score -834279.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -834404.562500 Penalty: 2858.957764
	Iteration 11Q: 3 clusters Score -834404.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -834509.500000 Penalty: 2858.957764
	Iteration 12Q: 3 clusters Score -834509.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -834598.250000 Penalty: 2858.957764
	Iteration 13Q: 3 clusters Score -834598.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -834675.312500 Penalty: 2858.957764
	Iteration 14Q: 3 clusters Score -834675.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -834738.750000 Penalty: 2858.957764
	Iteration 15Q: 3 clusters Score -834738.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -834793.687500 Penalty: 2858.957764
	Iteration 16Q: 3 clusters Score -834793.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -834830.687500 Penalty: 2858.957764
	Iteration 17Q: 3 clusters Score -834830.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -834857.562500 Penalty: 2858.957764
	Iteration 18Q: 3 clusters Score -834857.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -834876.187500 Penalty: 2858.957764
	Iteration 19Q: 3 clusters Score -834876.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -834887.375000 Penalty: 2858.957764
	Iteration 20F: 3 clusters Score -834887.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -834900.500000 Penalty: 2858.957764
	Iteration 21Q: 3 clusters Score -834900.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -834906.125000 Penalty: 2858.957764
	Iteration 22Q: 3 clusters Score -834906.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -834912.187500 Penalty: 2858.957764
	Iteration 23Q: 3 clusters Score -834912.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -834922.250000 Penalty: 2858.957764
	Iteration 24Q: 3 clusters Score -834922.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -834926.812500 Penalty: 2858.957764
	Iteration 25Q: 3 clusters Score -834926.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -834931.812500 Penalty: 2858.957764
	Iteration 26Q: 3 clusters Score -834931.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -834935.937500 Penalty: 2858.957764
	Iteration 27Q: 3 clusters Score -834935.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -834939.000000 Penalty: 2858.957764
	Iteration 28Q: 3 clusters Score -834939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -834940.187500 Penalty: 2858.957764
	Iteration 29Q: 3 clusters Score -834940.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -834943.812500 Penalty: 2858.957764
	Iteration 30Q: 3 clusters Score -834943.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -834946.687500 Penalty: 2858.957764
	Iteration 31Q: 3 clusters Score -834946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -834946.437500 Penalty: 2858.957764
	Iteration 32Q: 3 clusters Score -834946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -834946.250000 Penalty: 2858.957764
	Iteration 33Q: 3 clusters Score -834946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -834946.875000 Penalty: 2858.957764
	Iteration 34Q: 3 clusters Score -834946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -834947.312500 Penalty: 2858.957764
	Iteration 35Q: 3 clusters Score -834947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -834947.312500 Penalty: 2858.957764
	Iteration 36F: 3 clusters Score -834947.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Entering Unmasked Estep 
Score: -6651102.500000 Penalty: 1763.907837
	Iteration 0F: 2 clusters Score -6651102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -6616751.500000 Penalty: 3527.815674
	Iteration 0F: 3 clusters Score -6616752 nChanged 24239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -6630610.000000 Penalty: 3527.815674
	Iteration 1F: 3 clusters Score -6630610 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -6631268.500000 Penalty: 3527.815674
	Iteration 2Q: 3 clusters Score -6631268 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -6632165.500000 Penalty: 3527.815674
	Iteration 3Q: 3 clusters Score -6632166 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -6633400.000000 Penalty: 3527.815674
	Iteration 4Q: 3 clusters Score -6633400 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -6635147.500000 Penalty: 3527.815674
	Iteration 5F: 3 clusters Score -6635148 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -6637487.000000 Penalty: 3527.815674
	Iteration 6F: 3 clusters Score -6637487 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -6639997.500000 Penalty: 3527.815674
	Iteration 7F: 3 clusters Score -6639998 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -6642193.000000 Penalty: 3527.815674
	Iteration 8F: 3 clusters Score -6642193 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -6643841.500000 Penalty: 3527.815674
	Iteration 9Q: 3 clusters Score -6643842 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -6644825.000000 Penalty: 3527.815674
	Iteration 10Q: 3 clusters Score -6644825 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -6645439.500000 Penalty: 3527.815674
	Iteration 11Q: 3 clusters Score -6645440 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -6645734.000000 Penalty: 3527.815674
	Iteration 12Q: 3 clusters Score -6645734 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -6646060.500000 Penalty: 3527.815674
	Iteration 13Q: 3 clusters Score -6646060 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -6646369.000000 Penalty: 3527.815674
	Iteration 14Q: 3 clusters Score -6646369 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -6646650.000000 Penalty: 3527.815674
	Iteration 15Q: 3 clusters Score -6646650 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -6646919.500000 Penalty: 3527.815674
	Iteration 16Q: 3 clusters Score -6646920 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -6647162.500000 Penalty: 3527.815674
	Iteration 17Q: 3 clusters Score -6647162 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6647460.000000 Penalty: 3527.815674
	Iteration 18Q: 3 clusters Score -6647460 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -6647710.500000 Penalty: 3527.815674
	Iteration 19Q: 3 clusters Score -6647710 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -6647938.500000 Penalty: 3527.815674
	Iteration 20F: 3 clusters Score -6647938 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -6648125.500000 Penalty: 3527.815674
	Iteration 21Q: 3 clusters Score -6648126 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -6648338.500000 Penalty: 3527.815674
	Iteration 22Q: 3 clusters Score -6648338 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -6648512.500000 Penalty: 3527.815674
	Iteration 23Q: 3 clusters Score -6648512 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -6648663.500000 Penalty: 3527.815674
	Iteration 24Q: 3 clusters Score -6648664 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -6648768.500000 Penalty: 3527.815674
	Iteration 25Q: 3 clusters Score -6648768 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -6648862.000000 Penalty: 3527.815674
	Iteration 26Q: 3 clusters Score -6648862 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -6648943.000000 Penalty: 3527.815674
	Iteration 27Q: 3 clusters Score -6648943 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -6649000.000000 Penalty: 3527.815674
	Iteration 28Q: 3 clusters Score -6649000 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -6649069.000000 Penalty: 3527.815674
	Iteration 29Q: 3 clusters Score -6649069 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -6649144.500000 Penalty: 3527.815674
	Iteration 30Q: 3 clusters Score -6649144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6649208.500000 Penalty: 3527.815674
	Iteration 31Q: 3 clusters Score -6649208 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -6649256.000000 Penalty: 3527.815674
	Iteration 32Q: 3 clusters Score -6649256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -6649305.500000 Penalty: 3527.815674
	Iteration 33Q: 3 clusters Score -6649306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6649338.000000 Penalty: 3527.815674
	Iteration 34Q: 3 clusters Score -6649338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -6649357.000000 Penalty: 3527.815674
	Iteration 35Q: 3 clusters Score -6649357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -6649388.000000 Penalty: 3527.815674
	Iteration 36Q: 3 clusters Score -6649388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -6649418.000000 Penalty: 3527.815674
	Iteration 37Q: 3 clusters Score -6649418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -6649445.000000 Penalty: 3527.815674
	Iteration 38Q: 3 clusters Score -6649445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -6649474.000000 Penalty: 3527.815674
	Iteration 39Q: 3 clusters Score -6649474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -6649493.000000 Penalty: 3527.815674
	Iteration 40F: 3 clusters Score -6649493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -6649508.500000 Penalty: 3527.815674
	Iteration 41Q: 3 clusters Score -6649508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -6649511.000000 Penalty: 3527.815674
	Iteration 42Q: 3 clusters Score -6649511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -6649507.500000 Penalty: 3527.815674
	Iteration 43Q: 3 clusters Score -6649508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -6649525.500000 Penalty: 3527.815674
	Iteration 44Q: 3 clusters Score -6649526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -6649532.000000 Penalty: 3527.815674
	Iteration 45Q: 3 clusters Score -6649532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -6649544.000000 Penalty: 3527.815674
	Iteration 46Q: 3 clusters Score -6649544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -6649550.500000 Penalty: 3527.815674
	Iteration 47Q: 3 clusters Score -6649550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -6649554.000000 Penalty: 3527.815674
	Iteration 48Q: 3 clusters Score -6649554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -6649560.000000 Penalty: 3527.815674
	Iteration 49Q: 3 clusters Score -6649560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -6649560.500000 Penalty: 3527.815674
	Iteration 50Q: 3 clusters Score -6649560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -6649565.000000 Penalty: 3527.815674
	Iteration 51Q: 3 clusters Score -6649565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6649566.000000 Penalty: 3527.815674
	Iteration 52Q: 3 clusters Score -6649566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6649557.500000 Penalty: 3527.815674
	Iteration 53Q: 3 clusters Score -6649558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6649561.500000 Penalty: 3527.815674
	Iteration 54Q: 3 clusters Score -6649562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6649563.000000 Penalty: 3527.815674
	Iteration 55Q: 3 clusters Score -6649563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6649563.000000 Penalty: 3527.815674
	Iteration 56F: 3 clusters Score -6649563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Entering Unmasked Estep 
Score: -10368834.000000 Penalty: 1836.540039
	Iteration 0F: 2 clusters Score -1.036883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -10319447.000000 Penalty: 3673.080078
	Iteration 0F: 3 clusters Score -1.031945e+07 nChanged 38299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -10341642.000000 Penalty: 3673.080078
	Iteration 1F: 3 clusters Score -1.034164e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -10342478.000000 Penalty: 3673.080078
	Iteration 2Q: 3 clusters Score -1.034248e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -10343408.000000 Penalty: 3673.080078
	Iteration 3Q: 3 clusters Score -1.034341e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -10344693.000000 Penalty: 3673.080078
	Iteration 4Q: 3 clusters Score -1.034469e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -10346703.000000 Penalty: 3673.080078
	Iteration 5Q: 3 clusters Score -1.03467e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -10349978.000000 Penalty: 3673.080078
	Iteration 6F: 3 clusters Score -1.034998e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -10354064.000000 Penalty: 3673.080078
	Iteration 7F: 3 clusters Score -1.035406e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -10357138.000000 Penalty: 3673.080078
	Iteration 8F: 3 clusters Score -1.035714e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -10358460.000000 Penalty: 3673.080078
	Iteration 9Q: 3 clusters Score -1.035846e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -10358934.000000 Penalty: 3673.080078
	Iteration 10Q: 3 clusters Score -1.035893e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -10359134.000000 Penalty: 3673.080078
	Iteration 11Q: 3 clusters Score -1.035913e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -10359342.000000 Penalty: 3673.080078
	Iteration 12Q: 3 clusters Score -1.035934e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -10359528.000000 Penalty: 3673.080078
	Iteration 13Q: 3 clusters Score -1.035953e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -10359774.000000 Penalty: 3673.080078
	Iteration 14Q: 3 clusters Score -1.035977e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -10359967.000000 Penalty: 3673.080078
	Iteration 15Q: 3 clusters Score -1.035997e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -10360240.000000 Penalty: 3673.080078
	Iteration 16Q: 3 clusters Score -1.036024e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -10360418.000000 Penalty: 3673.080078
	Iteration 17Q: 3 clusters Score -1.036042e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -10360607.000000 Penalty: 3673.080078
	Iteration 18Q: 3 clusters Score -1.036061e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -10360859.000000 Penalty: 3673.080078
	Iteration 19Q: 3 clusters Score -1.036086e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -10361098.000000 Penalty: 3673.080078
	Iteration 20F: 3 clusters Score -1.03611e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -10361314.000000 Penalty: 3673.080078
	Iteration 21Q: 3 clusters Score -1.036131e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -10361595.000000 Penalty: 3673.080078
	Iteration 22Q: 3 clusters Score -1.03616e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -10361814.000000 Penalty: 3673.080078
	Iteration 23Q: 3 clusters Score -1.036181e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -10361975.000000 Penalty: 3673.080078
	Iteration 24Q: 3 clusters Score -1.036198e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -10362233.000000 Penalty: 3673.080078
	Iteration 25Q: 3 clusters Score -1.036223e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -10362443.000000 Penalty: 3673.080078
	Iteration 26Q: 3 clusters Score -1.036244e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -10362642.000000 Penalty: 3673.080078
	Iteration 27Q: 3 clusters Score -1.036264e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -10362766.000000 Penalty: 3673.080078
	Iteration 28Q: 3 clusters Score -1.036277e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -10362944.000000 Penalty: 3673.080078
	Iteration 29Q: 3 clusters Score -1.036294e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -10363134.000000 Penalty: 3673.080078
	Iteration 30Q: 3 clusters Score -1.036313e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -10363300.000000 Penalty: 3673.080078
	Iteration 31Q: 3 clusters Score -1.03633e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -10363536.000000 Penalty: 3673.080078
	Iteration 32Q: 3 clusters Score -1.036354e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -10363703.000000 Penalty: 3673.080078
	Iteration 33Q: 3 clusters Score -1.03637e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -10363942.000000 Penalty: 3673.080078
	Iteration 34Q: 3 clusters Score -1.036394e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -10364153.000000 Penalty: 3673.080078
	Iteration 35Q: 3 clusters Score -1.036415e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -10364308.000000 Penalty: 3673.080078
	Iteration 36Q: 3 clusters Score -1.036431e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -10364518.000000 Penalty: 3673.080078
	Iteration 37Q: 3 clusters Score -1.036452e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -10364711.000000 Penalty: 3673.080078
	Iteration 38Q: 3 clusters Score -1.036471e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -10364937.000000 Penalty: 3673.080078
	Iteration 39Q: 3 clusters Score -1.036494e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -10365183.000000 Penalty: 3673.080078
	Iteration 40F: 3 clusters Score -1.036518e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -10365358.000000 Penalty: 3673.080078
	Iteration 41Q: 3 clusters Score -1.036536e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -10365593.000000 Penalty: 3673.080078
	Iteration 42Q: 3 clusters Score -1.036559e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -10365810.000000 Penalty: 3673.080078
	Iteration 43Q: 3 clusters Score -1.036581e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -10366008.000000 Penalty: 3673.080078
	Iteration 44Q: 3 clusters Score -1.036601e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -10366164.000000 Penalty: 3673.080078
	Iteration 45Q: 3 clusters Score -1.036616e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -10366416.000000 Penalty: 3673.080078
	Iteration 46Q: 3 clusters Score -1.036642e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -10366621.000000 Penalty: 3673.080078
	Iteration 47Q: 3 clusters Score -1.036662e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -10366854.000000 Penalty: 3673.080078
	Iteration 48Q: 3 clusters Score -1.036685e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -10367270.000000 Penalty: 3673.080078
	Iteration 49Q: 3 clusters Score -1.036727e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -10367592.000000 Penalty: 3673.080078
	Iteration 50Q: 3 clusters Score -1.036759e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -10367914.000000 Penalty: 3673.080078
	Iteration 51Q: 3 clusters Score -1.036791e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -10368251.000000 Penalty: 3673.080078
	Iteration 52Q: 3 clusters Score -1.036825e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -10368458.000000 Penalty: 3673.080078
	Iteration 53Q: 3 clusters Score -1.036846e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -10368642.000000 Penalty: 3673.080078
	Iteration 54Q: 3 clusters Score -1.036864e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -10368748.000000 Penalty: 3673.080078
	Iteration 55Q: 3 clusters Score -1.036875e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -10368831.000000 Penalty: 3673.080078
	Iteration 56Q: 3 clusters Score -1.036883e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -10368900.000000 Penalty: 3673.080078
	Iteration 57Q: 3 clusters Score -1.03689e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -10368961.000000 Penalty: 3673.080078
	Iteration 58Q: 3 clusters Score -1.036896e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -10368936.000000 Penalty: 3673.080078
	Iteration 59Q: 3 clusters Score -1.036894e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -10368952.000000 Penalty: 3673.080078
	Iteration 60F: 3 clusters Score -1.036895e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -10368943.000000 Penalty: 3673.080078
	Iteration 61Q: 3 clusters Score -1.036894e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -10368896.000000 Penalty: 3673.080078
	Iteration 62Q: 3 clusters Score -1.03689e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -10368868.000000 Penalty: 3673.080078
	Iteration 63Q: 3 clusters Score -1.036887e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -10368855.000000 Penalty: 3673.080078
	Iteration 64Q: 3 clusters Score -1.036886e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -10368844.000000 Penalty: 3673.080078
	Iteration 65Q: 3 clusters Score -1.036884e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -10368844.000000 Penalty: 3673.080078
	Iteration 66Q: 3 clusters Score -1.036884e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -10368834.000000 Penalty: 3673.080078
	Iteration 67Q: 3 clusters Score -1.036883e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -10368810.000000 Penalty: 3673.080078
	Iteration 68Q: 3 clusters Score -1.036881e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78151 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -10368757.000000 Penalty: 3673.080078
	Iteration 69Q: 3 clusters Score -1.036876e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -10368720.000000 Penalty: 3673.080078
	Iteration 70Q: 3 clusters Score -1.036872e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10368690.000000 Penalty: 3673.080078
	Iteration 71Q: 3 clusters Score -1.036869e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -10368668.000000 Penalty: 3673.080078
	Iteration 72Q: 3 clusters Score -1.036867e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -10368670.000000 Penalty: 3673.080078
	Iteration 73Q: 3 clusters Score -1.036867e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -10368664.000000 Penalty: 3673.080078
	Iteration 74Q: 3 clusters Score -1.036866e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -10368649.000000 Penalty: 3673.080078
	Iteration 75Q: 3 clusters Score -1.036865e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10368637.000000 Penalty: 3673.080078
	Iteration 76Q: 3 clusters Score -1.036864e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -10368638.000000 Penalty: 3673.080078
	Iteration 77Q: 3 clusters Score -1.036864e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10368640.000000 Penalty: 3673.080078
	Iteration 78Q: 3 clusters Score -1.036864e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -10368643.000000 Penalty: 3673.080078
	Iteration 79Q: 3 clusters Score -1.036864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -10368649.000000 Penalty: 3673.080078
	Iteration 80F: 3 clusters Score -1.036865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -10368644.000000 Penalty: 3673.080078
	Iteration 81Q: 3 clusters Score -1.036864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -10368660.000000 Penalty: 3673.080078
	Iteration 82Q: 3 clusters Score -1.036866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -10368653.000000 Penalty: 3673.080078
	Iteration 83Q: 3 clusters Score -1.036865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -10368667.000000 Penalty: 3673.080078
	Iteration 84Q: 3 clusters Score -1.036867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10368656.000000 Penalty: 3673.080078
	Iteration 85Q: 3 clusters Score -1.036866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10368658.000000 Penalty: 3673.080078
	Iteration 86Q: 3 clusters Score -1.036866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -10368667.000000 Penalty: 3673.080078
	Iteration 87Q: 3 clusters Score -1.036867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10368661.000000 Penalty: 3673.080078
	Iteration 88Q: 3 clusters Score -1.036866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10368663.000000 Penalty: 3673.080078
	Iteration 89Q: 3 clusters Score -1.036866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -10368665.000000 Penalty: 3673.080078
	Iteration 90Q: 3 clusters Score -1.036866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -10368663.000000 Penalty: 3673.080078
	Iteration 91Q: 3 clusters Score -1.036866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -10368655.000000 Penalty: 3673.080078
	Iteration 92Q: 3 clusters Score -1.036866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10368645.000000 Penalty: 3673.080078
	Iteration 93Q: 3 clusters Score -1.036864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10368644.000000 Penalty: 3673.080078
	Iteration 94Q: 3 clusters Score -1.036864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10368647.000000 Penalty: 3673.080078
	Iteration 95Q: 3 clusters Score -1.036865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -10368642.000000 Penalty: 3673.080078
	Iteration 96Q: 3 clusters Score -1.036864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10368632.000000 Penalty: 3673.080078
	Iteration 97Q: 3 clusters Score -1.036863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10368634.000000 Penalty: 3673.080078
	Iteration 98Q: 3 clusters Score -1.036863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -10368637.000000 Penalty: 3673.080078
	Iteration 99Q: 3 clusters Score -1.036864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -10368637.000000 Penalty: 3673.080078
	Iteration 100F: 3 clusters Score -1.036864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Entering Unmasked Estep 
Score: -5864721.500000 Penalty: 1742.999146
	Iteration 0F: 2 clusters Score -5864722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -5834401.000000 Penalty: 3485.998291
	Iteration 0F: 3 clusters Score -5834401 nChanged 21455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5846489.000000 Penalty: 3485.998291
	Iteration 1F: 3 clusters Score -5846489 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5846861.500000 Penalty: 3485.998291
	Iteration 2Q: 3 clusters Score -5846862 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -5847225.500000 Penalty: 3485.998291
	Iteration 3Q: 3 clusters Score -5847226 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5847578.000000 Penalty: 3485.998291
	Iteration 4Q: 3 clusters Score -5847578 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5847928.500000 Penalty: 3485.998291
	Iteration 5Q: 3 clusters Score -5847928 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5848390.500000 Penalty: 3485.998291
	Iteration 6Q: 3 clusters Score -5848390 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5849102.000000 Penalty: 3485.998291
	Iteration 7Q: 3 clusters Score -5849102 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5850129.000000 Penalty: 3485.998291
	Iteration 8Q: 3 clusters Score -5850129 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -5851698.000000 Penalty: 3485.998291
	Iteration 9F: 3 clusters Score -5851698 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -5853836.000000 Penalty: 3485.998291
	Iteration 10F: 3 clusters Score -5853836 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -5856405.500000 Penalty: 3485.998291
	Iteration 11F: 3 clusters Score -5856406 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5858371.000000 Penalty: 3485.998291
	Iteration 12F: 3 clusters Score -5858371 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -5859367.500000 Penalty: 3485.998291
	Iteration 13Q: 3 clusters Score -5859368 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -5859971.500000 Penalty: 3485.998291
	Iteration 14Q: 3 clusters Score -5859972 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -5860416.000000 Penalty: 3485.998291
	Iteration 15Q: 3 clusters Score -5860416 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -5860825.000000 Penalty: 3485.998291
	Iteration 16Q: 3 clusters Score -5860825 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -5861098.500000 Penalty: 3485.998291
	Iteration 17Q: 3 clusters Score -5861098 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -5861286.000000 Penalty: 3485.998291
	Iteration 18Q: 3 clusters Score -5861286 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5861410.500000 Penalty: 3485.998291
	Iteration 19Q: 3 clusters Score -5861410 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -5861488.500000 Penalty: 3485.998291
	Iteration 20F: 3 clusters Score -5861488 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -5861572.000000 Penalty: 3485.998291
	Iteration 21Q: 3 clusters Score -5861572 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -5861592.500000 Penalty: 3485.998291
	Iteration 22Q: 3 clusters Score -5861592 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -5861625.500000 Penalty: 3485.998291
	Iteration 23Q: 3 clusters Score -5861626 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -5861638.000000 Penalty: 3485.998291
	Iteration 24Q: 3 clusters Score -5861638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -5861672.500000 Penalty: 3485.998291
	Iteration 25Q: 3 clusters Score -5861672 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -5861682.000000 Penalty: 3485.998291
	Iteration 26Q: 3 clusters Score -5861682 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5861700.000000 Penalty: 3485.998291
	Iteration 27Q: 3 clusters Score -5861700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5861725.500000 Penalty: 3485.998291
	Iteration 28Q: 3 clusters Score -5861726 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -5861751.500000 Penalty: 3485.998291
	Iteration 29Q: 3 clusters Score -5861752 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -5861760.500000 Penalty: 3485.998291
	Iteration 30Q: 3 clusters Score -5861760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -5861781.500000 Penalty: 3485.998291
	Iteration 31Q: 3 clusters Score -5861782 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -5861807.000000 Penalty: 3485.998291
	Iteration 32Q: 3 clusters Score -5861807 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -5861831.500000 Penalty: 3485.998291
	Iteration 33Q: 3 clusters Score -5861832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5861846.500000 Penalty: 3485.998291
	Iteration 34Q: 3 clusters Score -5861846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -5861852.000000 Penalty: 3485.998291
	Iteration 35Q: 3 clusters Score -5861852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -5861857.500000 Penalty: 3485.998291
	Iteration 36Q: 3 clusters Score -5861858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -5861888.500000 Penalty: 3485.998291
	Iteration 37Q: 3 clusters Score -5861888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -5861924.000000 Penalty: 3485.998291
	Iteration 38Q: 3 clusters Score -5861924 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5861938.000000 Penalty: 3485.998291
	Iteration 39Q: 3 clusters Score -5861938 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -5861932.000000 Penalty: 3485.998291
	Iteration 40F: 3 clusters Score -5861932 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -5861960.000000 Penalty: 3485.998291
	Iteration 41Q: 3 clusters Score -5861960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -5861945.500000 Penalty: 3485.998291
	Iteration 42Q: 3 clusters Score -5861946 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -5861947.500000 Penalty: 3485.998291
	Iteration 43Q: 3 clusters Score -5861948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -5861962.000000 Penalty: 3485.998291
	Iteration 44Q: 3 clusters Score -5861962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5861981.000000 Penalty: 3485.998291
	Iteration 45Q: 3 clusters Score -5861981 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -5861998.000000 Penalty: 3485.998291
	Iteration 46Q: 3 clusters Score -5861998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -5862015.000000 Penalty: 3485.998291
	Iteration 47Q: 3 clusters Score -5862015 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -5862015.000000 Penalty: 3485.998291
	Iteration 48Q: 3 clusters Score -5862015 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -5862025.000000 Penalty: 3485.998291
	Iteration 49Q: 3 clusters Score -5862025 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -5862026.500000 Penalty: 3485.998291
	Iteration 50Q: 3 clusters Score -5862026 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -5862036.500000 Penalty: 3485.998291
	Iteration 51Q: 3 clusters Score -5862036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -5862052.500000 Penalty: 3485.998291
	Iteration 52Q: 3 clusters Score -5862052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -5862053.500000 Penalty: 3485.998291
	Iteration 53Q: 3 clusters Score -5862054 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -5862061.000000 Penalty: 3485.998291
	Iteration 54Q: 3 clusters Score -5862061 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5862068.000000 Penalty: 3485.998291
	Iteration 55Q: 3 clusters Score -5862068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -5862059.000000 Penalty: 3485.998291
	Iteration 56Q: 3 clusters Score -5862059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -5862069.500000 Penalty: 3485.998291
	Iteration 57Q: 3 clusters Score -5862070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -5862071.500000 Penalty: 3485.998291
	Iteration 58Q: 3 clusters Score -5862072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -5862098.000000 Penalty: 3485.998291
	Iteration 59Q: 3 clusters Score -5862098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -5862103.500000 Penalty: 3485.998291
	Iteration 60F: 3 clusters Score -5862104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -5862107.000000 Penalty: 3485.998291
	Iteration 61Q: 3 clusters Score -5862107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -5862112.000000 Penalty: 3485.998291
	Iteration 62Q: 3 clusters Score -5862112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -5862114.500000 Penalty: 3485.998291
	Iteration 63Q: 3 clusters Score -5862114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -5862121.500000 Penalty: 3485.998291
	Iteration 64Q: 3 clusters Score -5862122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -5862132.500000 Penalty: 3485.998291
	Iteration 65Q: 3 clusters Score -5862132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -5862135.500000 Penalty: 3485.998291
	Iteration 66Q: 3 clusters Score -5862136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -5862146.000000 Penalty: 3485.998291
	Iteration 67Q: 3 clusters Score -5862146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -5862157.500000 Penalty: 3485.998291
	Iteration 68Q: 3 clusters Score -5862158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -5862164.500000 Penalty: 3485.998291
	Iteration 69Q: 3 clusters Score -5862164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -5862162.000000 Penalty: 3485.998291
	Iteration 70Q: 3 clusters Score -5862162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -5862169.500000 Penalty: 3485.998291
	Iteration 71Q: 3 clusters Score -5862170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -5862176.000000 Penalty: 3485.998291
	Iteration 72Q: 3 clusters Score -5862176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5862179.500000 Penalty: 3485.998291
	Iteration 73Q: 3 clusters Score -5862180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -5862186.000000 Penalty: 3485.998291
	Iteration 74Q: 3 clusters Score -5862186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -5862197.500000 Penalty: 3485.998291
	Iteration 75Q: 3 clusters Score -5862198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -5862208.500000 Penalty: 3485.998291
	Iteration 76Q: 3 clusters Score -5862208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -5862206.500000 Penalty: 3485.998291
	Iteration 77Q: 3 clusters Score -5862206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -5862220.000000 Penalty: 3485.998291
	Iteration 78Q: 3 clusters Score -5862220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -5862203.000000 Penalty: 3485.998291
	Iteration 79Q: 3 clusters Score -5862203 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -5862231.500000 Penalty: 3485.998291
	Iteration 80F: 3 clusters Score -5862232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -5862241.000000 Penalty: 3485.998291
	Iteration 81Q: 3 clusters Score -5862241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -5862237.500000 Penalty: 3485.998291
	Iteration 82Q: 3 clusters Score -5862238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -5862247.500000 Penalty: 3485.998291
	Iteration 83Q: 3 clusters Score -5862248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -5862250.500000 Penalty: 3485.998291
	Iteration 84Q: 3 clusters Score -5862250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -5862260.000000 Penalty: 3485.998291
	Iteration 85Q: 3 clusters Score -5862260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -5862274.000000 Penalty: 3485.998291
	Iteration 86Q: 3 clusters Score -5862274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -5862285.000000 Penalty: 3485.998291
	Iteration 87Q: 3 clusters Score -5862285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -5862274.500000 Penalty: 3485.998291
	Iteration 88Q: 3 clusters Score -5862274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -5862282.500000 Penalty: 3485.998291
	Iteration 89Q: 3 clusters Score -5862282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5862273.500000 Penalty: 3485.998291
	Iteration 90Q: 3 clusters Score -5862274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -5862279.000000 Penalty: 3485.998291
	Iteration 91Q: 3 clusters Score -5862279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -5862281.000000 Penalty: 3485.998291
	Iteration 92Q: 3 clusters Score -5862281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -5862278.000000 Penalty: 3485.998291
	Iteration 93Q: 3 clusters Score -5862278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -5862279.000000 Penalty: 3485.998291
	Iteration 94Q: 3 clusters Score -5862279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -5862307.000000 Penalty: 3485.998291
	Iteration 95Q: 3 clusters Score -5862307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -5862304.500000 Penalty: 3485.998291
	Iteration 96Q: 3 clusters Score -5862304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -5862305.000000 Penalty: 3485.998291
	Iteration 97Q: 3 clusters Score -5862305 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5862309.000000 Penalty: 3485.998291
	Iteration 98Q: 3 clusters Score -5862309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -5862317.500000 Penalty: 3485.998291
	Iteration 99Q: 3 clusters Score -5862318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -5862349.500000 Penalty: 3485.998291
	Iteration 100F: 3 clusters Score -5862350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -5862355.000000 Penalty: 3485.998291
	Iteration 101Q: 3 clusters Score -5862355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -5862357.500000 Penalty: 3485.998291
	Iteration 102Q: 3 clusters Score -5862358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -5862377.000000 Penalty: 3485.998291
	Iteration 103Q: 3 clusters Score -5862377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -5862375.000000 Penalty: 3485.998291
	Iteration 104Q: 3 clusters Score -5862375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5862380.000000 Penalty: 3485.998291
	Iteration 105Q: 3 clusters Score -5862380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -5862384.500000 Penalty: 3485.998291
	Iteration 106Q: 3 clusters Score -5862384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -5862407.500000 Penalty: 3485.998291
	Iteration 107Q: 3 clusters Score -5862408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -5862414.000000 Penalty: 3485.998291
	Iteration 108Q: 3 clusters Score -5862414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -5862413.500000 Penalty: 3485.998291
	Iteration 109Q: 3 clusters Score -5862414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -5862411.000000 Penalty: 3485.998291
	Iteration 110Q: 3 clusters Score -5862411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -5862418.500000 Penalty: 3485.998291
	Iteration 111Q: 3 clusters Score -5862418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -5862437.500000 Penalty: 3485.998291
	Iteration 112Q: 3 clusters Score -5862438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -5862453.000000 Penalty: 3485.998291
	Iteration 113Q: 3 clusters Score -5862453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -5862452.500000 Penalty: 3485.998291
	Iteration 114Q: 3 clusters Score -5862452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -5862487.500000 Penalty: 3485.998291
	Iteration 115Q: 3 clusters Score -5862488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -5862501.000000 Penalty: 3485.998291
	Iteration 116Q: 3 clusters Score -5862501 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -5862520.000000 Penalty: 3485.998291
	Iteration 117Q: 3 clusters Score -5862520 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -5862563.000000 Penalty: 3485.998291
	Iteration 118Q: 3 clusters Score -5862563 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -5862572.500000 Penalty: 3485.998291
	Iteration 119Q: 3 clusters Score -5862572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -5862583.000000 Penalty: 3485.998291
	Iteration 120F: 3 clusters Score -5862583 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -5862617.000000 Penalty: 3485.998291
	Iteration 121Q: 3 clusters Score -5862617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5862644.000000 Penalty: 3485.998291
	Iteration 122Q: 3 clusters Score -5862644 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5862657.500000 Penalty: 3485.998291
	Iteration 123Q: 3 clusters Score -5862658 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5862685.500000 Penalty: 3485.998291
	Iteration 124Q: 3 clusters Score -5862686 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5862691.500000 Penalty: 3485.998291
	Iteration 125Q: 3 clusters Score -5862692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5862716.500000 Penalty: 3485.998291
	Iteration 126Q: 3 clusters Score -5862716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -5862707.000000 Penalty: 3485.998291
	Iteration 127Q: 3 clusters Score -5862707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5862719.500000 Penalty: 3485.998291
	Iteration 128Q: 3 clusters Score -5862720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -5862729.000000 Penalty: 3485.998291
	Iteration 129Q: 3 clusters Score -5862729 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5862736.000000 Penalty: 3485.998291
	Iteration 130Q: 3 clusters Score -5862736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5862741.500000 Penalty: 3485.998291
	Iteration 131Q: 3 clusters Score -5862742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -5862744.000000 Penalty: 3485.998291
	Iteration 132Q: 3 clusters Score -5862744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -5862736.000000 Penalty: 3485.998291
	Iteration 133Q: 3 clusters Score -5862736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -5862755.500000 Penalty: 3485.998291
	Iteration 134Q: 3 clusters Score -5862756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5862758.000000 Penalty: 3485.998291
	Iteration 135Q: 3 clusters Score -5862758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -5862766.000000 Penalty: 3485.998291
	Iteration 136Q: 3 clusters Score -5862766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -5862788.000000 Penalty: 3485.998291
	Iteration 137Q: 3 clusters Score -5862788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -5862798.000000 Penalty: 3485.998291
	Iteration 138Q: 3 clusters Score -5862798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5862820.000000 Penalty: 3485.998291
	Iteration 139Q: 3 clusters Score -5862820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -5862828.000000 Penalty: 3485.998291
	Iteration 140F: 3 clusters Score -5862828 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5862849.000000 Penalty: 3485.998291
	Iteration 141Q: 3 clusters Score -5862849 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5862852.500000 Penalty: 3485.998291
	Iteration 142Q: 3 clusters Score -5862852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -5862872.500000 Penalty: 3485.998291
	Iteration 143Q: 3 clusters Score -5862872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5862881.500000 Penalty: 3485.998291
	Iteration 144Q: 3 clusters Score -5862882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -5862900.000000 Penalty: 3485.998291
	Iteration 145Q: 3 clusters Score -5862900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5862892.000000 Penalty: 3485.998291
	Iteration 146Q: 3 clusters Score -5862892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5862899.000000 Penalty: 3485.998291
	Iteration 147Q: 3 clusters Score -5862899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5862923.500000 Penalty: 3485.998291
	Iteration 148Q: 3 clusters Score -5862924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5862935.000000 Penalty: 3485.998291
	Iteration 149Q: 3 clusters Score -5862935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -5862937.000000 Penalty: 3485.998291
	Iteration 150Q: 3 clusters Score -5862937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5862953.500000 Penalty: 3485.998291
	Iteration 151Q: 3 clusters Score -5862954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5862972.500000 Penalty: 3485.998291
	Iteration 152Q: 3 clusters Score -5862972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5862968.000000 Penalty: 3485.998291
	Iteration 153Q: 3 clusters Score -5862968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5862972.500000 Penalty: 3485.998291
	Iteration 154Q: 3 clusters Score -5862972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -5862993.000000 Penalty: 3485.998291
	Iteration 155Q: 3 clusters Score -5862993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5862989.000000 Penalty: 3485.998291
	Iteration 156Q: 3 clusters Score -5862989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5862994.500000 Penalty: 3485.998291
	Iteration 157Q: 3 clusters Score -5862994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5863010.500000 Penalty: 3485.998291
	Iteration 158Q: 3 clusters Score -5863010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5863012.000000 Penalty: 3485.998291
	Iteration 159Q: 3 clusters Score -5863012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5863021.000000 Penalty: 3485.998291
	Iteration 160F: 3 clusters Score -5863021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5863021.500000 Penalty: 3485.998291
	Iteration 161Q: 3 clusters Score -5863022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5863042.500000 Penalty: 3485.998291
	Iteration 162Q: 3 clusters Score -5863042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5863037.500000 Penalty: 3485.998291
	Iteration 163Q: 3 clusters Score -5863038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5863045.500000 Penalty: 3485.998291
	Iteration 164Q: 3 clusters Score -5863046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5863048.000000 Penalty: 3485.998291
	Iteration 165Q: 3 clusters Score -5863048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5863061.500000 Penalty: 3485.998291
	Iteration 166Q: 3 clusters Score -5863062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5863070.500000 Penalty: 3485.998291
	Iteration 167Q: 3 clusters Score -5863070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5863089.500000 Penalty: 3485.998291
	Iteration 168Q: 3 clusters Score -5863090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5863110.000000 Penalty: 3485.998291
	Iteration 169Q: 3 clusters Score -5863110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5863109.500000 Penalty: 3485.998291
	Iteration 170Q: 3 clusters Score -5863110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5863133.000000 Penalty: 3485.998291
	Iteration 171Q: 3 clusters Score -5863133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5863129.500000 Penalty: 3485.998291
	Iteration 172Q: 3 clusters Score -5863130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5863155.000000 Penalty: 3485.998291
	Iteration 173Q: 3 clusters Score -5863155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5863158.500000 Penalty: 3485.998291
	Iteration 174Q: 3 clusters Score -5863158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5863165.000000 Penalty: 3485.998291
	Iteration 175Q: 3 clusters Score -5863165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5863183.500000 Penalty: 3485.998291
	Iteration 176Q: 3 clusters Score -5863184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5863199.000000 Penalty: 3485.998291
	Iteration 177Q: 3 clusters Score -5863199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5863203.000000 Penalty: 3485.998291
	Iteration 178Q: 3 clusters Score -5863203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5863220.000000 Penalty: 3485.998291
	Iteration 179Q: 3 clusters Score -5863220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5863227.000000 Penalty: 3485.998291
	Iteration 180F: 3 clusters Score -5863227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5863221.500000 Penalty: 3485.998291
	Iteration 181Q: 3 clusters Score -5863222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5863234.500000 Penalty: 3485.998291
	Iteration 182Q: 3 clusters Score -5863234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5863262.000000 Penalty: 3485.998291
	Iteration 183Q: 3 clusters Score -5863262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5863279.000000 Penalty: 3485.998291
	Iteration 184Q: 3 clusters Score -5863279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5863283.500000 Penalty: 3485.998291
	Iteration 185Q: 3 clusters Score -5863284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5863294.500000 Penalty: 3485.998291
	Iteration 186Q: 3 clusters Score -5863294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5863302.000000 Penalty: 3485.998291
	Iteration 187Q: 3 clusters Score -5863302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5863302.500000 Penalty: 3485.998291
	Iteration 188Q: 3 clusters Score -5863302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5863299.500000 Penalty: 3485.998291
	Iteration 189Q: 3 clusters Score -5863300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5863310.000000 Penalty: 3485.998291
	Iteration 190Q: 3 clusters Score -5863310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5863310.000000 Penalty: 3485.998291
	Iteration 191Q: 3 clusters Score -5863310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5863305.500000 Penalty: 3485.998291
	Iteration 192Q: 3 clusters Score -5863306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5863311.000000 Penalty: 3485.998291
	Iteration 193Q: 3 clusters Score -5863311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5863301.500000 Penalty: 3485.998291
	Iteration 194Q: 3 clusters Score -5863302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5863300.000000 Penalty: 3485.998291
	Iteration 195Q: 3 clusters Score -5863300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5863307.500000 Penalty: 3485.998291
	Iteration 196Q: 3 clusters Score -5863308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5863310.500000 Penalty: 3485.998291
	Iteration 197Q: 3 clusters Score -5863310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5863317.000000 Penalty: 3485.998291
	Iteration 198Q: 3 clusters Score -5863317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5863322.500000 Penalty: 3485.998291
	Iteration 199Q: 3 clusters Score -5863322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5863317.000000 Penalty: 3485.998291
	Iteration 200F: 3 clusters Score -5863317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5863322.500000 Penalty: 3485.998291
	Iteration 201Q: 3 clusters Score -5863322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5863326.000000 Penalty: 3485.998291
	Iteration 202Q: 3 clusters Score -5863326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5863323.500000 Penalty: 3485.998291
	Iteration 203Q: 3 clusters Score -5863324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5863325.500000 Penalty: 3485.998291
	Iteration 204Q: 3 clusters Score -5863326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5863320.500000 Penalty: 3485.998291
	Iteration 205Q: 3 clusters Score -5863320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5863318.000000 Penalty: 3485.998291
	Iteration 206Q: 3 clusters Score -5863318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5863322.000000 Penalty: 3485.998291
	Iteration 207Q: 3 clusters Score -5863322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5863322.500000 Penalty: 3485.998291
	Iteration 208Q: 3 clusters Score -5863322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5863320.000000 Penalty: 3485.998291
	Iteration 209Q: 3 clusters Score -5863320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5863315.500000 Penalty: 3485.998291
	Iteration 210Q: 3 clusters Score -5863316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5863313.500000 Penalty: 3485.998291
	Iteration 211Q: 3 clusters Score -5863314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5863313.000000 Penalty: 3485.998291
	Iteration 212Q: 3 clusters Score -5863313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5863317.000000 Penalty: 3485.998291
	Iteration 213Q: 3 clusters Score -5863317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5863317.000000 Penalty: 3485.998291
	Iteration 214F: 3 clusters Score -5863317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Entering Unmasked Estep 
Score: -7853087.500000 Penalty: 1793.713745
	Iteration 0F: 2 clusters Score -7853088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -7811894.000000 Penalty: 3587.427490
	Iteration 0F: 3 clusters Score -7811894 nChanged 29406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -7828950.000000 Penalty: 3587.427490
	Iteration 1F: 3 clusters Score -7828950 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -7829686.000000 Penalty: 3587.427490
	Iteration 2Q: 3 clusters Score -7829686 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -7830529.000000 Penalty: 3587.427490
	Iteration 3Q: 3 clusters Score -7830529 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -7831479.000000 Penalty: 3587.427490
	Iteration 4Q: 3 clusters Score -7831479 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -7832753.500000 Penalty: 3587.427490
	Iteration 5Q: 3 clusters Score -7832754 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -7834395.000000 Penalty: 3587.427490
	Iteration 6Q: 3 clusters Score -7834395 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -7836531.000000 Penalty: 3587.427490
	Iteration 7F: 3 clusters Score -7836531 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -7839377.000000 Penalty: 3587.427490
	Iteration 8F: 3 clusters Score -7839377 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -7842253.000000 Penalty: 3587.427490
	Iteration 9F: 3 clusters Score -7842253 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -7844243.500000 Penalty: 3587.427490
	Iteration 10F: 3 clusters Score -7844244 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -7845161.000000 Penalty: 3587.427490
	Iteration 11Q: 3 clusters Score -7845161 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -7845562.000000 Penalty: 3587.427490
	Iteration 12Q: 3 clusters Score -7845562 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -7845782.000000 Penalty: 3587.427490
	Iteration 13Q: 3 clusters Score -7845782 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -7845984.500000 Penalty: 3587.427490
	Iteration 14Q: 3 clusters Score -7845984 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -7846138.500000 Penalty: 3587.427490
	Iteration 15Q: 3 clusters Score -7846138 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -7846322.500000 Penalty: 3587.427490
	Iteration 16Q: 3 clusters Score -7846322 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -7846513.500000 Penalty: 3587.427490
	Iteration 17Q: 3 clusters Score -7846514 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -7846690.500000 Penalty: 3587.427490
	Iteration 18Q: 3 clusters Score -7846690 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -7846901.000000 Penalty: 3587.427490
	Iteration 19Q: 3 clusters Score -7846901 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -7847162.000000 Penalty: 3587.427490
	Iteration 20F: 3 clusters Score -7847162 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -7847459.000000 Penalty: 3587.427490
	Iteration 21Q: 3 clusters Score -7847459 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -7847712.000000 Penalty: 3587.427490
	Iteration 22Q: 3 clusters Score -7847712 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -7847994.000000 Penalty: 3587.427490
	Iteration 23Q: 3 clusters Score -7847994 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -7848280.000000 Penalty: 3587.427490
	Iteration 24Q: 3 clusters Score -7848280 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -7848582.000000 Penalty: 3587.427490
	Iteration 25Q: 3 clusters Score -7848582 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -7848773.000000 Penalty: 3587.427490
	Iteration 26Q: 3 clusters Score -7848773 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -7848958.000000 Penalty: 3587.427490
	Iteration 27Q: 3 clusters Score -7848958 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -7849153.500000 Penalty: 3587.427490
	Iteration 28Q: 3 clusters Score -7849154 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -7849288.000000 Penalty: 3587.427490
	Iteration 29Q: 3 clusters Score -7849288 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -7849411.500000 Penalty: 3587.427490
	Iteration 30Q: 3 clusters Score -7849412 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -7849534.000000 Penalty: 3587.427490
	Iteration 31Q: 3 clusters Score -7849534 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -7849638.000000 Penalty: 3587.427490
	Iteration 32Q: 3 clusters Score -7849638 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -7849748.000000 Penalty: 3587.427490
	Iteration 33Q: 3 clusters Score -7849748 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -7849860.500000 Penalty: 3587.427490
	Iteration 34Q: 3 clusters Score -7849860 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -7850004.000000 Penalty: 3587.427490
	Iteration 35Q: 3 clusters Score -7850004 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -7850137.000000 Penalty: 3587.427490
	Iteration 36Q: 3 clusters Score -7850137 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -7850282.500000 Penalty: 3587.427490
	Iteration 37Q: 3 clusters Score -7850282 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -7850458.500000 Penalty: 3587.427490
	Iteration 38Q: 3 clusters Score -7850458 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -7850595.000000 Penalty: 3587.427490
	Iteration 39Q: 3 clusters Score -7850595 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7850698.500000 Penalty: 3587.427490
	Iteration 40F: 3 clusters Score -7850698 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -7850800.000000 Penalty: 3587.427490
	Iteration 41Q: 3 clusters Score -7850800 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -7850942.000000 Penalty: 3587.427490
	Iteration 42Q: 3 clusters Score -7850942 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -7851057.500000 Penalty: 3587.427490
	Iteration 43Q: 3 clusters Score -7851058 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7851170.000000 Penalty: 3587.427490
	Iteration 44Q: 3 clusters Score -7851170 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7851264.500000 Penalty: 3587.427490
	Iteration 45Q: 3 clusters Score -7851264 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7851366.500000 Penalty: 3587.427490
	Iteration 46Q: 3 clusters Score -7851366 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -7851443.000000 Penalty: 3587.427490
	Iteration 47Q: 3 clusters Score -7851443 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7851496.500000 Penalty: 3587.427490
	Iteration 48Q: 3 clusters Score -7851496 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7851508.000000 Penalty: 3587.427490
	Iteration 49Q: 3 clusters Score -7851508 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7851566.000000 Penalty: 3587.427490
	Iteration 50Q: 3 clusters Score -7851566 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7851601.500000 Penalty: 3587.427490
	Iteration 51Q: 3 clusters Score -7851602 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7851626.500000 Penalty: 3587.427490
	Iteration 52Q: 3 clusters Score -7851626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7851659.000000 Penalty: 3587.427490
	Iteration 53Q: 3 clusters Score -7851659 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7851682.000000 Penalty: 3587.427490
	Iteration 54Q: 3 clusters Score -7851682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7851716.000000 Penalty: 3587.427490
	Iteration 55Q: 3 clusters Score -7851716 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7851727.500000 Penalty: 3587.427490
	Iteration 56Q: 3 clusters Score -7851728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7851746.000000 Penalty: 3587.427490
	Iteration 57Q: 3 clusters Score -7851746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7851766.000000 Penalty: 3587.427490
	Iteration 58Q: 3 clusters Score -7851766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7851779.500000 Penalty: 3587.427490
	Iteration 59Q: 3 clusters Score -7851780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7851785.500000 Penalty: 3587.427490
	Iteration 60F: 3 clusters Score -7851786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7851798.000000 Penalty: 3587.427490
	Iteration 61Q: 3 clusters Score -7851798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7851799.500000 Penalty: 3587.427490
	Iteration 62Q: 3 clusters Score -7851800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7851798.500000 Penalty: 3587.427490
	Iteration 63Q: 3 clusters Score -7851798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7851808.000000 Penalty: 3587.427490
	Iteration 64Q: 3 clusters Score -7851808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7851808.500000 Penalty: 3587.427490
	Iteration 65Q: 3 clusters Score -7851808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7851817.000000 Penalty: 3587.427490
	Iteration 66Q: 3 clusters Score -7851817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -7851846.500000 Penalty: 3587.427490
	Iteration 67Q: 3 clusters Score -7851846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7851844.500000 Penalty: 3587.427490
	Iteration 68Q: 3 clusters Score -7851844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7851850.500000 Penalty: 3587.427490
	Iteration 69Q: 3 clusters Score -7851850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7851864.500000 Penalty: 3587.427490
	Iteration 70Q: 3 clusters Score -7851864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7851865.500000 Penalty: 3587.427490
	Iteration 71Q: 3 clusters Score -7851866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7851862.000000 Penalty: 3587.427490
	Iteration 72Q: 3 clusters Score -7851862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7851865.000000 Penalty: 3587.427490
	Iteration 73Q: 3 clusters Score -7851865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7851869.500000 Penalty: 3587.427490
	Iteration 74Q: 3 clusters Score -7851870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7851867.000000 Penalty: 3587.427490
	Iteration 75Q: 3 clusters Score -7851867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7851865.500000 Penalty: 3587.427490
	Iteration 76Q: 3 clusters Score -7851866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7851877.500000 Penalty: 3587.427490
	Iteration 77Q: 3 clusters Score -7851878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7851875.500000 Penalty: 3587.427490
	Iteration 78Q: 3 clusters Score -7851876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7851879.000000 Penalty: 3587.427490
	Iteration 79Q: 3 clusters Score -7851879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7851870.000000 Penalty: 3587.427490
	Iteration 80F: 3 clusters Score -7851870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7851874.000000 Penalty: 3587.427490
	Iteration 81Q: 3 clusters Score -7851874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7851879.500000 Penalty: 3587.427490
	Iteration 82Q: 3 clusters Score -7851880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7851881.500000 Penalty: 3587.427490
	Iteration 83Q: 3 clusters Score -7851882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7851884.500000 Penalty: 3587.427490
	Iteration 84Q: 3 clusters Score -7851884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7851884.000000 Penalty: 3587.427490
	Iteration 85Q: 3 clusters Score -7851884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7851883.000000 Penalty: 3587.427490
	Iteration 86Q: 3 clusters Score -7851883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7851886.500000 Penalty: 3587.427490
	Iteration 87Q: 3 clusters Score -7851886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7851891.000000 Penalty: 3587.427490
	Iteration 88Q: 3 clusters Score -7851891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7851891.000000 Penalty: 3587.427490
	Iteration 89F: 3 clusters Score -7851891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Entering Unmasked Estep 
Score: -3427096.250000 Penalty: 1657.117920
	Iteration 0F: 2 clusters Score -3427096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3408952.750000 Penalty: 3314.235840
	Iteration 0F: 3 clusters Score -3408953 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3415758.500000 Penalty: 3314.235840
	Iteration 1F: 3 clusters Score -3415758 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3416163.000000 Penalty: 3314.235840
	Iteration 2Q: 3 clusters Score -3416163 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3416599.250000 Penalty: 3314.235840
	Iteration 3Q: 3 clusters Score -3416599 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3417172.500000 Penalty: 3314.235840
	Iteration 4Q: 3 clusters Score -3417172 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3418030.750000 Penalty: 3314.235840
	Iteration 5F: 3 clusters Score -3418031 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3419284.000000 Penalty: 3314.235840
	Iteration 6F: 3 clusters Score -3419284 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3420872.000000 Penalty: 3314.235840
	Iteration 7F: 3 clusters Score -3420872 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3422376.750000 Penalty: 3314.235840
	Iteration 8F: 3 clusters Score -3422377 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3423307.000000 Penalty: 3314.235840
	Iteration 9Q: 3 clusters Score -3423307 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3423787.250000 Penalty: 3314.235840
	Iteration 10Q: 3 clusters Score -3423787 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3424026.250000 Penalty: 3314.235840
	Iteration 11Q: 3 clusters Score -3424026 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3424211.750000 Penalty: 3314.235840
	Iteration 12Q: 3 clusters Score -3424212 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3424385.000000 Penalty: 3314.235840
	Iteration 13Q: 3 clusters Score -3424385 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3424503.750000 Penalty: 3314.235840
	Iteration 14Q: 3 clusters Score -3424504 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3424612.000000 Penalty: 3314.235840
	Iteration 15Q: 3 clusters Score -3424612 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3424731.000000 Penalty: 3314.235840
	Iteration 16Q: 3 clusters Score -3424731 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3424838.250000 Penalty: 3314.235840
	Iteration 17Q: 3 clusters Score -3424838 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3424933.750000 Penalty: 3314.235840
	Iteration 18Q: 3 clusters Score -3424934 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3425033.750000 Penalty: 3314.235840
	Iteration 19Q: 3 clusters Score -3425034 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3425106.750000 Penalty: 3314.235840
	Iteration 20F: 3 clusters Score -3425107 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3425168.000000 Penalty: 3314.235840
	Iteration 21Q: 3 clusters Score -3425168 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3425231.500000 Penalty: 3314.235840
	Iteration 22Q: 3 clusters Score -3425232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3425280.500000 Penalty: 3314.235840
	Iteration 23Q: 3 clusters Score -3425280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3425320.250000 Penalty: 3314.235840
	Iteration 24Q: 3 clusters Score -3425320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3425359.000000 Penalty: 3314.235840
	Iteration 25Q: 3 clusters Score -3425359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3425376.750000 Penalty: 3314.235840
	Iteration 26Q: 3 clusters Score -3425377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3425404.500000 Penalty: 3314.235840
	Iteration 27Q: 3 clusters Score -3425404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3425427.000000 Penalty: 3314.235840
	Iteration 28Q: 3 clusters Score -3425427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3425448.000000 Penalty: 3314.235840
	Iteration 29Q: 3 clusters Score -3425448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3425466.250000 Penalty: 3314.235840
	Iteration 30Q: 3 clusters Score -3425466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3425485.250000 Penalty: 3314.235840
	Iteration 31Q: 3 clusters Score -3425485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3425499.250000 Penalty: 3314.235840
	Iteration 32Q: 3 clusters Score -3425499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3425508.750000 Penalty: 3314.235840
	Iteration 33Q: 3 clusters Score -3425509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3425527.500000 Penalty: 3314.235840
	Iteration 34Q: 3 clusters Score -3425528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3425546.000000 Penalty: 3314.235840
	Iteration 35Q: 3 clusters Score -3425546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3425562.250000 Penalty: 3314.235840
	Iteration 36Q: 3 clusters Score -3425562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3425576.750000 Penalty: 3314.235840
	Iteration 37Q: 3 clusters Score -3425577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3425582.000000 Penalty: 3314.235840
	Iteration 38Q: 3 clusters Score -3425582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3425591.500000 Penalty: 3314.235840
	Iteration 39Q: 3 clusters Score -3425592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3425604.000000 Penalty: 3314.235840
	Iteration 40F: 3 clusters Score -3425604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3425608.500000 Penalty: 3314.235840
	Iteration 41Q: 3 clusters Score -3425608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3425622.000000 Penalty: 3314.235840
	Iteration 42Q: 3 clusters Score -3425622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3425625.500000 Penalty: 3314.235840
	Iteration 43Q: 3 clusters Score -3425626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3425629.500000 Penalty: 3314.235840
	Iteration 44Q: 3 clusters Score -3425630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3425640.250000 Penalty: 3314.235840
	Iteration 45Q: 3 clusters Score -3425640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3425644.000000 Penalty: 3314.235840
	Iteration 46Q: 3 clusters Score -3425644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3425658.750000 Penalty: 3314.235840
	Iteration 47Q: 3 clusters Score -3425659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3425662.500000 Penalty: 3314.235840
	Iteration 48Q: 3 clusters Score -3425662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3425660.750000 Penalty: 3314.235840
	Iteration 49Q: 3 clusters Score -3425661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3425664.500000 Penalty: 3314.235840
	Iteration 50Q: 3 clusters Score -3425664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3425666.250000 Penalty: 3314.235840
	Iteration 51Q: 3 clusters Score -3425666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3425671.250000 Penalty: 3314.235840
	Iteration 52Q: 3 clusters Score -3425671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3425671.250000 Penalty: 3314.235840
	Iteration 53F: 3 clusters Score -3425671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -700438.750000 Penalty: 1406.132324
	Iteration 0F: 2 clusters Score -700438.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -695979.437500 Penalty: 2812.264648
	Iteration 0F: 3 clusters Score -695979.4 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -697241.187500 Penalty: 2812.264648
	Iteration 1F: 3 clusters Score -697241.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -697397.062500 Penalty: 2812.264648
	Iteration 2F: 3 clusters Score -697397.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -697491.000000 Penalty: 2812.264648
	Iteration 3Q: 3 clusters Score -697491 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -697570.875000 Penalty: 2812.264648
	Iteration 4Q: 3 clusters Score -697570.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -697651.937500 Penalty: 2812.264648
	Iteration 5Q: 3 clusters Score -697651.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -697745.687500 Penalty: 2812.264648
	Iteration 6Q: 3 clusters Score -697745.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -697843.125000 Penalty: 2812.264648
	Iteration 7Q: 3 clusters Score -697843.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -697949.750000 Penalty: 2812.264648
	Iteration 8Q: 3 clusters Score -697949.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -698067.375000 Penalty: 2812.264648
	Iteration 9Q: 3 clusters Score -698067.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -698210.562500 Penalty: 2812.264648
	Iteration 10Q: 3 clusters Score -698210.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -698383.250000 Penalty: 2812.264648
	Iteration 11Q: 3 clusters Score -698383.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -698585.625000 Penalty: 2812.264648
	Iteration 12Q: 3 clusters Score -698585.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -698802.062500 Penalty: 2812.264648
	Iteration 13Q: 3 clusters Score -698802.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -698998.625000 Penalty: 2812.264648
	Iteration 14Q: 3 clusters Score -698998.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -699140.500000 Penalty: 2812.264648
	Iteration 15Q: 3 clusters Score -699140.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -699213.687500 Penalty: 2812.264648
	Iteration 16Q: 3 clusters Score -699213.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -699279.500000 Penalty: 2812.264648
	Iteration 17Q: 3 clusters Score -699279.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -699317.625000 Penalty: 2812.264648
	Iteration 18Q: 3 clusters Score -699317.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -699349.187500 Penalty: 2812.264648
	Iteration 19Q: 3 clusters Score -699349.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -699375.250000 Penalty: 2812.264648
	Iteration 20F: 3 clusters Score -699375.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -699394.812500 Penalty: 2812.264648
	Iteration 21Q: 3 clusters Score -699394.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -699407.875000 Penalty: 2812.264648
	Iteration 22Q: 3 clusters Score -699407.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -699415.187500 Penalty: 2812.264648
	Iteration 23Q: 3 clusters Score -699415.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -699423.812500 Penalty: 2812.264648
	Iteration 24Q: 3 clusters Score -699423.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -699429.250000 Penalty: 2812.264648
	Iteration 25Q: 3 clusters Score -699429.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -699430.500000 Penalty: 2812.264648
	Iteration 26Q: 3 clusters Score -699430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -699430.062500 Penalty: 2812.264648
	Iteration 27Q: 3 clusters Score -699430.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -699430.937500 Penalty: 2812.264648
	Iteration 28Q: 3 clusters Score -699430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -699430.937500 Penalty: 2812.264648
	Iteration 29F: 3 clusters Score -699430.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106980 members 
Entering Unmasked Estep 
Score: -13617605.000000 Penalty: 1881.814575
	Iteration 0F: 2 clusters Score -1.36176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -13555765.000000 Penalty: 3763.629150
	Iteration 0F: 3 clusters Score -1.355576e+07 nChanged 51266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -13585757.000000 Penalty: 3763.629150
	Iteration 1F: 3 clusters Score -1.358576e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -13587190.000000 Penalty: 3763.629150
	Iteration 2Q: 3 clusters Score -1.358719e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -13589427.000000 Penalty: 3763.629150
	Iteration 3Q: 3 clusters Score -1.358943e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -13593149.000000 Penalty: 3763.629150
	Iteration 4F: 3 clusters Score -1.359315e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -13598332.000000 Penalty: 3763.629150
	Iteration 5F: 3 clusters Score -1.359833e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -13604193.000000 Penalty: 3763.629150
	Iteration 6F: 3 clusters Score -1.360419e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -13609078.000000 Penalty: 3763.629150
	Iteration 7F: 3 clusters Score -1.360908e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -13612131.000000 Penalty: 3763.629150
	Iteration 8Q: 3 clusters Score -1.361213e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -13614098.000000 Penalty: 3763.629150
	Iteration 9Q: 3 clusters Score -1.36141e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -13615114.000000 Penalty: 3763.629150
	Iteration 10Q: 3 clusters Score -1.361511e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -13615681.000000 Penalty: 3763.629150
	Iteration 11Q: 3 clusters Score -1.361568e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 101633 members 
Entering Unmasked Estep 
Score: -13616000.000000 Penalty: 3763.629150
	Iteration 12Q: 3 clusters Score -1.3616e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -13616206.000000 Penalty: 3763.629150
	Iteration 13Q: 3 clusters Score -1.361621e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 102636 members 
Entering Unmasked Estep 
Score: -13616430.000000 Penalty: 3763.629150
	Iteration 14Q: 3 clusters Score -1.361643e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 103010 members 
Entering Unmasked Estep 
Score: -13616511.000000 Penalty: 3763.629150
	Iteration 15Q: 3 clusters Score -1.361651e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -13616609.000000 Penalty: 3763.629150
	Iteration 16Q: 3 clusters Score -1.361661e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 103561 members 
Entering Unmasked Estep 
Score: -13616659.000000 Penalty: 3763.629150
	Iteration 17Q: 3 clusters Score -1.361666e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 103760 members 
Entering Unmasked Estep 
Score: -13616713.000000 Penalty: 3763.629150
	Iteration 18Q: 3 clusters Score -1.361671e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 103910 members 
Entering Unmasked Estep 
Score: -13616776.000000 Penalty: 3763.629150
	Iteration 19Q: 3 clusters Score -1.361678e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -13616798.000000 Penalty: 3763.629150
	Iteration 20F: 3 clusters Score -1.36168e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 104143 members 
Entering Unmasked Estep 
Score: -13616775.000000 Penalty: 3763.629150
	Iteration 21Q: 3 clusters Score -1.361678e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -13616812.000000 Penalty: 3763.629150
	Iteration 22Q: 3 clusters Score -1.361681e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -13616830.000000 Penalty: 3763.629150
	Iteration 23Q: 3 clusters Score -1.361683e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 104399 members 
Entering Unmasked Estep 
Score: -13616834.000000 Penalty: 3763.629150
	Iteration 24Q: 3 clusters Score -1.361683e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 104465 members 
Entering Unmasked Estep 
Score: -13616859.000000 Penalty: 3763.629150
	Iteration 25Q: 3 clusters Score -1.361686e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -13616881.000000 Penalty: 3763.629150
	Iteration 26Q: 3 clusters Score -1.361688e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 104598 members 
Entering Unmasked Estep 
Score: -13616914.000000 Penalty: 3763.629150
	Iteration 27Q: 3 clusters Score -1.361691e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -13616940.000000 Penalty: 3763.629150
	Iteration 28Q: 3 clusters Score -1.361694e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -13616957.000000 Penalty: 3763.629150
	Iteration 29Q: 3 clusters Score -1.361696e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 104756 members 
Entering Unmasked Estep 
Score: -13617025.000000 Penalty: 3763.629150
	Iteration 30Q: 3 clusters Score -1.361702e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 104807 members 
Entering Unmasked Estep 
Score: -13617060.000000 Penalty: 3763.629150
	Iteration 31Q: 3 clusters Score -1.361706e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -13617099.000000 Penalty: 3763.629150
	Iteration 32Q: 3 clusters Score -1.36171e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 104895 members 
Entering Unmasked Estep 
Score: -13617202.000000 Penalty: 3763.629150
	Iteration 33Q: 3 clusters Score -1.36172e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -13617220.000000 Penalty: 3763.629150
	Iteration 34Q: 3 clusters Score -1.361722e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -13617290.000000 Penalty: 3763.629150
	Iteration 35Q: 3 clusters Score -1.361729e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -13617346.000000 Penalty: 3763.629150
	Iteration 36Q: 3 clusters Score -1.361735e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -13617393.000000 Penalty: 3763.629150
	Iteration 37Q: 3 clusters Score -1.361739e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -13617398.000000 Penalty: 3763.629150
	Iteration 38Q: 3 clusters Score -1.36174e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -13617453.000000 Penalty: 3763.629150
	Iteration 39Q: 3 clusters Score -1.361745e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -13617470.000000 Penalty: 3763.629150
	Iteration 40F: 3 clusters Score -1.361747e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -13617498.000000 Penalty: 3763.629150
	Iteration 41Q: 3 clusters Score -1.36175e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -13617513.000000 Penalty: 3763.629150
	Iteration 42Q: 3 clusters Score -1.361751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 104932 members 
Entering Unmasked Estep 
Score: -13617532.000000 Penalty: 3763.629150
	Iteration 43Q: 3 clusters Score -1.361753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 104925 members 
Entering Unmasked Estep 
Score: -13617536.000000 Penalty: 3763.629150
	Iteration 44Q: 3 clusters Score -1.361754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -13617550.000000 Penalty: 3763.629150
	Iteration 45Q: 3 clusters Score -1.361755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -13617542.000000 Penalty: 3763.629150
	Iteration 46Q: 3 clusters Score -1.361754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
Score: -13617541.000000 Penalty: 3763.629150
	Iteration 47Q: 3 clusters Score -1.361754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -13617551.000000 Penalty: 3763.629150
	Iteration 48Q: 3 clusters Score -1.361755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -13617547.000000 Penalty: 3763.629150
	Iteration 49Q: 3 clusters Score -1.361755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -13617548.000000 Penalty: 3763.629150
	Iteration 50Q: 3 clusters Score -1.361755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 104905 members 
Entering Unmasked Estep 
Score: -13617543.000000 Penalty: 3763.629150
	Iteration 51Q: 3 clusters Score -1.361754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -13617546.000000 Penalty: 3763.629150
	Iteration 52Q: 3 clusters Score -1.361755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -13617545.000000 Penalty: 3763.629150
	Iteration 53Q: 3 clusters Score -1.361754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 104901 members 
Entering Unmasked Estep 
Score: -13617547.000000 Penalty: 3763.629150
	Iteration 54Q: 3 clusters Score -1.361755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -13617541.000000 Penalty: 3763.629150
	Iteration 55Q: 3 clusters Score -1.361754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -13617541.000000 Penalty: 3763.629150
	Iteration 56F: 3 clusters Score -1.361754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16763.906250 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16763.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17015.054688 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -17015.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17123.037109 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -17123.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17239.292969 Penalty: 1740.890625
	Iteration 3F: 3 clusters Score -17239.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17386.148438 Penalty: 1740.890625
	Iteration 4F: 3 clusters Score -17386.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17495.937500 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -17495.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17616.357422 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -17616.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17616.357422 Penalty: 1740.890625
	Iteration 7F: 3 clusters Score -17616.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43660 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 51783 members 
Mstep: Class 8 contains 80966 members 
Mstep: Class 9 contains 77 members 
Mstep: Class 11 contains 45531 members 
Mstep: Class 13 contains 62208 members 
Mstep: Class 15 contains 26840 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106980 members 
Mstep: Class 21 contains 135 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
Score: -65787176.000000 Penalty: 34249.644531
Splitting cluster 21 changes total score from -65788020.000000 to -65787176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -175480.921875 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -175480.9 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 720 members 
Entering Unmasked Estep 
Score: -173734.718750 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -173734.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -174170.843750 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -174170.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -174361.671875 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -174361.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -174484.609375 Penalty: 2379.386230
	Iteration 3F: 3 clusters Score -174484.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -174569.734375 Penalty: 2379.386230
	Iteration 4F: 3 clusters Score -174569.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -174643.296875 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -174643.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -174714.640625 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -174714.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -174764.546875 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -174764.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -174811.093750 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -174811.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -174845.421875 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -174845.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -174863.812500 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -174863.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -174881.296875 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -174881.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -174889.812500 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -174889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -174899.796875 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -174899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -174912.312500 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -174912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -174915.765625 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -174915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -174921.265625 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -174921.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -174926.109375 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -174926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -174935.703125 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -174935.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -174953.187500 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -174953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -174967.921875 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -174967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -174976.062500 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -174976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -174985.781250 Penalty: 2379.386230
	Iteration 22Q: 3 clusters Score -174985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -174988.078125 Penalty: 2379.386230
	Iteration 23Q: 3 clusters Score -174988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -174990.296875 Penalty: 2379.386230
	Iteration 24Q: 3 clusters Score -174990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -174990.296875 Penalty: 2379.386230
	Iteration 25F: 3 clusters Score -174990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43660 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 51783 members 
Mstep: Class 8 contains 80966 members 
Mstep: Class 11 contains 45531 members 
Mstep: Class 13 contains 62208 members 
Mstep: Class 15 contains 26840 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106980 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788116.000000 Penalty: 32109.041016
Iteration 359Q: 16 clusters Score -6.578812e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 14350 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43647 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 7 contains 51661 members 
Mstep: Class 8 contains 80965 members 
Mstep: Class 11 contains 45689 members 
Mstep: Class 13 contains 62205 members 
Mstep: Class 15 contains 26837 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106968 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788232.000000 Penalty: 32109.041016
Iteration 360F: 16 clusters Score -6.578823e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 14351 members 
Mstep: Class 3 contains 27718 members 
Mstep: Class 4 contains 43640 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 80966 members 
Mstep: Class 11 contains 45861 members 
Mstep: Class 13 contains 62200 members 
Mstep: Class 15 contains 26838 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106948 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788216.000000 Penalty: 32109.041016
Iteration 361Q: 16 clusters Score -6.578822e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 14351 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43633 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6618 members 
Mstep: Class 7 contains 51394 members 
Mstep: Class 8 contains 80967 members 
Mstep: Class 11 contains 46002 members 
Mstep: Class 13 contains 62199 members 
Mstep: Class 15 contains 26840 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106938 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788196.000000 Penalty: 32109.041016
Iteration 362Q: 16 clusters Score -6.57882e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 14351 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 43632 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 51296 members 
Mstep: Class 8 contains 80969 members 
Mstep: Class 11 contains 46127 members 
Mstep: Class 13 contains 62180 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106926 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788228.000000 Penalty: 32109.041016
Iteration 363Q: 16 clusters Score -6.578823e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 14347 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43631 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 51184 members 
Mstep: Class 8 contains 80968 members 
Mstep: Class 11 contains 46258 members 
Mstep: Class 13 contains 62179 members 
Mstep: Class 15 contains 26839 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106919 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788224.000000 Penalty: 32109.041016
Iteration 364Q: 16 clusters Score -6.578822e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 14345 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43626 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6622 members 
Mstep: Class 7 contains 51056 members 
Mstep: Class 8 contains 80969 members 
Mstep: Class 11 contains 46385 members 
Mstep: Class 13 contains 62178 members 
Mstep: Class 15 contains 26840 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106927 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788156.000000 Penalty: 32109.041016
Iteration 365Q: 16 clusters Score -6.578816e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 14343 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43619 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6622 members 
Mstep: Class 7 contains 50915 members 
Mstep: Class 8 contains 80972 members 
Mstep: Class 11 contains 46520 members 
Mstep: Class 13 contains 62179 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106936 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788116.000000 Penalty: 32109.041016
Iteration 366Q: 16 clusters Score -6.578812e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 27719 members 
Mstep: Class 4 contains 43614 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6629 members 
Mstep: Class 7 contains 50759 members 
Mstep: Class 8 contains 80981 members 
Mstep: Class 11 contains 46667 members 
Mstep: Class 13 contains 62178 members 
Mstep: Class 15 contains 26843 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106935 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788140.000000 Penalty: 32109.041016
Iteration 367Q: 16 clusters Score -6.578814e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 14350 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43612 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6631 members 
Mstep: Class 7 contains 50583 members 
Mstep: Class 8 contains 80986 members 
Mstep: Class 11 contains 46865 members 
Mstep: Class 13 contains 62166 members 
Mstep: Class 15 contains 26840 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106918 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788160.000000 Penalty: 32109.041016
Iteration 368Q: 16 clusters Score -6.578816e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43611 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 50416 members 
Mstep: Class 8 contains 80992 members 
Mstep: Class 11 contains 47031 members 
Mstep: Class 13 contains 62151 members 
Mstep: Class 15 contains 26837 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106919 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788208.000000 Penalty: 32109.041016
Iteration 369Q: 16 clusters Score -6.578821e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43604 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6637 members 
Mstep: Class 7 contains 50277 members 
Mstep: Class 8 contains 81002 members 
Mstep: Class 11 contains 47209 members 
Mstep: Class 13 contains 62113 members 
Mstep: Class 15 contains 26837 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106915 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788108.000000 Penalty: 32109.041016
Iteration 370Q: 16 clusters Score -6.578811e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 14350 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43604 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 50126 members 
Mstep: Class 8 contains 81002 members 
Mstep: Class 11 contains 47367 members 
Mstep: Class 13 contains 62101 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106920 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788068.000000 Penalty: 32109.041016
Iteration 371Q: 16 clusters Score -6.578807e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 14345 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43606 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 49984 members 
Mstep: Class 8 contains 81003 members 
Mstep: Class 11 contains 47522 members 
Mstep: Class 13 contains 62092 members 
Mstep: Class 15 contains 26843 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106921 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788080.000000 Penalty: 32109.041016
Iteration 372Q: 16 clusters Score -6.578808e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 14343 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 43604 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 49849 members 
Mstep: Class 8 contains 81002 members 
Mstep: Class 11 contains 47674 members 
Mstep: Class 13 contains 62077 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106922 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788124.000000 Penalty: 32109.041016
Iteration 373Q: 16 clusters Score -6.578812e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43601 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 49715 members 
Mstep: Class 8 contains 81001 members 
Mstep: Class 11 contains 47817 members 
Mstep: Class 13 contains 62061 members 
Mstep: Class 15 contains 26851 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106932 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788124.000000 Penalty: 32109.041016
Iteration 374Q: 16 clusters Score -6.578812e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43597 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 49585 members 
Mstep: Class 8 contains 80999 members 
Mstep: Class 11 contains 47954 members 
Mstep: Class 13 contains 62056 members 
Mstep: Class 15 contains 26847 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106939 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788132.000000 Penalty: 32109.041016
Iteration 375Q: 16 clusters Score -6.578813e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43602 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 49489 members 
Mstep: Class 8 contains 80995 members 
Mstep: Class 11 contains 48068 members 
Mstep: Class 13 contains 62044 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106938 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788180.000000 Penalty: 32109.041016
Iteration 376Q: 16 clusters Score -6.578818e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14330 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43604 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 49370 members 
Mstep: Class 8 contains 80994 members 
Mstep: Class 11 contains 48197 members 
Mstep: Class 13 contains 62039 members 
Mstep: Class 15 contains 26836 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106939 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788168.000000 Penalty: 32109.041016
Iteration 377Q: 16 clusters Score -6.578817e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 43604 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 49255 members 
Mstep: Class 8 contains 81000 members 
Mstep: Class 11 contains 48318 members 
Mstep: Class 13 contains 62036 members 
Mstep: Class 15 contains 26832 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106940 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788148.000000 Penalty: 32109.041016
Iteration 378Q: 16 clusters Score -6.578815e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43602 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 49127 members 
Mstep: Class 8 contains 81004 members 
Mstep: Class 11 contains 48442 members 
Mstep: Class 13 contains 62033 members 
Mstep: Class 15 contains 26832 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106943 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788180.000000 Penalty: 32109.041016
Iteration 379Q: 16 clusters Score -6.578818e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14330 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 43593 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 48994 members 
Mstep: Class 8 contains 81004 members 
Mstep: Class 11 contains 48575 members 
Mstep: Class 13 contains 62027 members 
Mstep: Class 15 contains 26834 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106948 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788148.000000 Penalty: 32109.041016
Iteration 380F: 16 clusters Score -6.578815e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43591 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6657 members 
Mstep: Class 7 contains 48846 members 
Mstep: Class 8 contains 81005 members 
Mstep: Class 11 contains 48708 members 
Mstep: Class 13 contains 62032 members 
Mstep: Class 15 contains 26835 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106957 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788264.000000 Penalty: 32109.041016
Iteration 381Q: 16 clusters Score -6.578826e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 14325 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43596 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 48699 members 
Mstep: Class 8 contains 81004 members 
Mstep: Class 11 contains 48840 members 
Mstep: Class 13 contains 62034 members 
Mstep: Class 15 contains 26835 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106973 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788304.000000 Penalty: 32109.041016
Iteration 382Q: 16 clusters Score -6.57883e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43593 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6660 members 
Mstep: Class 7 contains 48558 members 
Mstep: Class 8 contains 81004 members 
Mstep: Class 11 contains 48958 members 
Mstep: Class 13 contains 62049 members 
Mstep: Class 15 contains 26832 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106984 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788212.000000 Penalty: 32109.041016
Iteration 383Q: 16 clusters Score -6.578821e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43591 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6661 members 
Mstep: Class 7 contains 48421 members 
Mstep: Class 8 contains 81006 members 
Mstep: Class 11 contains 49049 members 
Mstep: Class 13 contains 62067 members 
Mstep: Class 15 contains 26831 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107005 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788280.000000 Penalty: 32109.041016
Iteration 384Q: 16 clusters Score -6.578828e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 27723 members 
Mstep: Class 4 contains 43595 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6661 members 
Mstep: Class 7 contains 48302 members 
Mstep: Class 8 contains 81007 members 
Mstep: Class 11 contains 49129 members 
Mstep: Class 13 contains 62080 members 
Mstep: Class 15 contains 26834 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107022 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788284.000000 Penalty: 32109.041016
Iteration 385Q: 16 clusters Score -6.578828e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 14333 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43593 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6663 members 
Mstep: Class 7 contains 48183 members 
Mstep: Class 8 contains 81014 members 
Mstep: Class 11 contains 49205 members 
Mstep: Class 13 contains 62088 members 
Mstep: Class 15 contains 26836 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107047 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788280.000000 Penalty: 32109.041016
Iteration 386Q: 16 clusters Score -6.578828e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43592 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6663 members 
Mstep: Class 7 contains 48076 members 
Mstep: Class 8 contains 81010 members 
Mstep: Class 11 contains 49300 members 
Mstep: Class 13 contains 62103 members 
Mstep: Class 15 contains 26837 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107048 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788220.000000 Penalty: 32109.041016
Iteration 387Q: 16 clusters Score -6.578822e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 27723 members 
Mstep: Class 4 contains 43593 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6664 members 
Mstep: Class 7 contains 47949 members 
Mstep: Class 8 contains 81014 members 
Mstep: Class 11 contains 49413 members 
Mstep: Class 13 contains 62106 members 
Mstep: Class 15 contains 26833 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107058 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788252.000000 Penalty: 32109.041016
Iteration 388Q: 16 clusters Score -6.578825e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43597 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6664 members 
Mstep: Class 7 contains 47827 members 
Mstep: Class 8 contains 81021 members 
Mstep: Class 11 contains 49518 members 
Mstep: Class 13 contains 62106 members 
Mstep: Class 15 contains 26835 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107060 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788196.000000 Penalty: 32109.041016
Iteration 389Q: 16 clusters Score -6.57882e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43593 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6663 members 
Mstep: Class 7 contains 47695 members 
Mstep: Class 8 contains 81025 members 
Mstep: Class 11 contains 49637 members 
Mstep: Class 13 contains 62120 members 
Mstep: Class 15 contains 26838 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107058 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788220.000000 Penalty: 32109.041016
Iteration 390Q: 16 clusters Score -6.578822e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43600 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6664 members 
Mstep: Class 7 contains 47571 members 
Mstep: Class 8 contains 81035 members 
Mstep: Class 11 contains 49738 members 
Mstep: Class 13 contains 62125 members 
Mstep: Class 15 contains 26839 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107059 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788216.000000 Penalty: 32109.041016
Iteration 391Q: 16 clusters Score -6.578822e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43594 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6663 members 
Mstep: Class 7 contains 47463 members 
Mstep: Class 8 contains 81041 members 
Mstep: Class 11 contains 49839 members 
Mstep: Class 13 contains 62132 members 
Mstep: Class 15 contains 26841 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107059 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788196.000000 Penalty: 32109.041016
Iteration 392Q: 16 clusters Score -6.57882e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 14320 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 43590 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6662 members 
Mstep: Class 7 contains 47335 members 
Mstep: Class 8 contains 81049 members 
Mstep: Class 11 contains 49964 members 
Mstep: Class 13 contains 62131 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107065 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788132.000000 Penalty: 32109.041016
Iteration 393Q: 16 clusters Score -6.578813e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14315 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 43588 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6661 members 
Mstep: Class 7 contains 47210 members 
Mstep: Class 8 contains 81056 members 
Mstep: Class 11 contains 50092 members 
Mstep: Class 13 contains 62130 members 
Mstep: Class 15 contains 26845 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107059 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788212.000000 Penalty: 32109.041016
Iteration 394Q: 16 clusters Score -6.578821e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 27728 members 
Mstep: Class 4 contains 43583 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 47057 members 
Mstep: Class 8 contains 81060 members 
Mstep: Class 11 contains 50238 members 
Mstep: Class 13 contains 62130 members 
Mstep: Class 15 contains 26845 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107070 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788256.000000 Penalty: 32109.041016
Iteration 395Q: 16 clusters Score -6.578826e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 43572 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 46918 members 
Mstep: Class 8 contains 81067 members 
Mstep: Class 11 contains 50392 members 
Mstep: Class 13 contains 62125 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107065 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788280.000000 Penalty: 32109.041016
Iteration 396Q: 16 clusters Score -6.578828e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 14303 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 43558 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6660 members 
Mstep: Class 7 contains 46808 members 
Mstep: Class 8 contains 81081 members 
Mstep: Class 11 contains 50507 members 
Mstep: Class 13 contains 62119 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107068 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788328.000000 Penalty: 32109.041016
Iteration 397Q: 16 clusters Score -6.578833e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 14292 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 43549 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 46693 members 
Mstep: Class 8 contains 81096 members 
Mstep: Class 11 contains 50622 members 
Mstep: Class 13 contains 62111 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107084 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788256.000000 Penalty: 32109.041016
Iteration 398Q: 16 clusters Score -6.578826e+07 nChanged 330
Entering ConstructFrom: 
Score: -65788256.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Entering Unmasked Estep 
Score: -6607246.000000 Penalty: 1762.134521
	Iteration 0F: 2 clusters Score -6607246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -6573962.500000 Penalty: 3524.269043
	Iteration 0F: 3 clusters Score -6573962 nChanged 24191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -6587874.000000 Penalty: 3524.269043
	Iteration 1F: 3 clusters Score -6587874 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6588488.000000 Penalty: 3524.269043
	Iteration 2Q: 3 clusters Score -6588488 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -6589168.000000 Penalty: 3524.269043
	Iteration 3Q: 3 clusters Score -6589168 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -6590040.500000 Penalty: 3524.269043
	Iteration 4Q: 3 clusters Score -6590040 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -6591236.500000 Penalty: 3524.269043
	Iteration 5Q: 3 clusters Score -6591236 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -6592615.500000 Penalty: 3524.269043
	Iteration 6F: 3 clusters Score -6592616 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -6594379.500000 Penalty: 3524.269043
	Iteration 7F: 3 clusters Score -6594380 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -6596006.500000 Penalty: 3524.269043
	Iteration 8F: 3 clusters Score -6596006 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -6597277.500000 Penalty: 3524.269043
	Iteration 9Q: 3 clusters Score -6597278 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -6598126.500000 Penalty: 3524.269043
	Iteration 10Q: 3 clusters Score -6598126 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -6598644.000000 Penalty: 3524.269043
	Iteration 11Q: 3 clusters Score -6598644 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -6599051.000000 Penalty: 3524.269043
	Iteration 12Q: 3 clusters Score -6599051 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -6599313.500000 Penalty: 3524.269043
	Iteration 13Q: 3 clusters Score -6599314 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -6599521.000000 Penalty: 3524.269043
	Iteration 14Q: 3 clusters Score -6599521 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -6599697.500000 Penalty: 3524.269043
	Iteration 15Q: 3 clusters Score -6599698 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -6599834.000000 Penalty: 3524.269043
	Iteration 16Q: 3 clusters Score -6599834 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -6599968.000000 Penalty: 3524.269043
	Iteration 17Q: 3 clusters Score -6599968 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -6600139.500000 Penalty: 3524.269043
	Iteration 18Q: 3 clusters Score -6600140 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -6600287.000000 Penalty: 3524.269043
	Iteration 19Q: 3 clusters Score -6600287 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -6600407.000000 Penalty: 3524.269043
	Iteration 20F: 3 clusters Score -6600407 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -6600576.000000 Penalty: 3524.269043
	Iteration 21Q: 3 clusters Score -6600576 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -6600699.000000 Penalty: 3524.269043
	Iteration 22Q: 3 clusters Score -6600699 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -6600862.500000 Penalty: 3524.269043
	Iteration 23Q: 3 clusters Score -6600862 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -6600995.500000 Penalty: 3524.269043
	Iteration 24Q: 3 clusters Score -6600996 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -6601148.500000 Penalty: 3524.269043
	Iteration 25Q: 3 clusters Score -6601148 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -6601327.500000 Penalty: 3524.269043
	Iteration 26Q: 3 clusters Score -6601328 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -6601524.000000 Penalty: 3524.269043
	Iteration 27Q: 3 clusters Score -6601524 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -6601750.500000 Penalty: 3524.269043
	Iteration 28Q: 3 clusters Score -6601750 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -6602030.500000 Penalty: 3524.269043
	Iteration 29Q: 3 clusters Score -6602030 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -6602307.000000 Penalty: 3524.269043
	Iteration 30Q: 3 clusters Score -6602307 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -6602644.000000 Penalty: 3524.269043
	Iteration 31Q: 3 clusters Score -6602644 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -6602989.500000 Penalty: 3524.269043
	Iteration 32Q: 3 clusters Score -6602990 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -6603374.500000 Penalty: 3524.269043
	Iteration 33Q: 3 clusters Score -6603374 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -6603720.500000 Penalty: 3524.269043
	Iteration 34Q: 3 clusters Score -6603720 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -6604129.500000 Penalty: 3524.269043
	Iteration 35Q: 3 clusters Score -6604130 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6604433.500000 Penalty: 3524.269043
	Iteration 36Q: 3 clusters Score -6604434 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6604701.000000 Penalty: 3524.269043
	Iteration 37Q: 3 clusters Score -6604701 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -6604875.000000 Penalty: 3524.269043
	Iteration 38Q: 3 clusters Score -6604875 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6605036.500000 Penalty: 3524.269043
	Iteration 39Q: 3 clusters Score -6605036 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6605145.500000 Penalty: 3524.269043
	Iteration 40F: 3 clusters Score -6605146 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6605265.500000 Penalty: 3524.269043
	Iteration 41Q: 3 clusters Score -6605266 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6605356.500000 Penalty: 3524.269043
	Iteration 42Q: 3 clusters Score -6605356 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6605440.000000 Penalty: 3524.269043
	Iteration 43Q: 3 clusters Score -6605440 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6605504.000000 Penalty: 3524.269043
	Iteration 44Q: 3 clusters Score -6605504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6605520.000000 Penalty: 3524.269043
	Iteration 45Q: 3 clusters Score -6605520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6605558.000000 Penalty: 3524.269043
	Iteration 46Q: 3 clusters Score -6605558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6605588.500000 Penalty: 3524.269043
	Iteration 47Q: 3 clusters Score -6605588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6605617.000000 Penalty: 3524.269043
	Iteration 48Q: 3 clusters Score -6605617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6605653.000000 Penalty: 3524.269043
	Iteration 49Q: 3 clusters Score -6605653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6605666.500000 Penalty: 3524.269043
	Iteration 50Q: 3 clusters Score -6605666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6605684.000000 Penalty: 3524.269043
	Iteration 51Q: 3 clusters Score -6605684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6605694.000000 Penalty: 3524.269043
	Iteration 52Q: 3 clusters Score -6605694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6605693.000000 Penalty: 3524.269043
	Iteration 53Q: 3 clusters Score -6605693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6605712.000000 Penalty: 3524.269043
	Iteration 54Q: 3 clusters Score -6605712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6605730.000000 Penalty: 3524.269043
	Iteration 55Q: 3 clusters Score -6605730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6605740.000000 Penalty: 3524.269043
	Iteration 56Q: 3 clusters Score -6605740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6605745.500000 Penalty: 3524.269043
	Iteration 57Q: 3 clusters Score -6605746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6605759.500000 Penalty: 3524.269043
	Iteration 58Q: 3 clusters Score -6605760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6605758.000000 Penalty: 3524.269043
	Iteration 59Q: 3 clusters Score -6605758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6605763.500000 Penalty: 3524.269043
	Iteration 60F: 3 clusters Score -6605764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6605768.500000 Penalty: 3524.269043
	Iteration 61Q: 3 clusters Score -6605768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6605766.000000 Penalty: 3524.269043
	Iteration 62Q: 3 clusters Score -6605766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6605774.000000 Penalty: 3524.269043
	Iteration 63Q: 3 clusters Score -6605774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6605778.000000 Penalty: 3524.269043
	Iteration 64Q: 3 clusters Score -6605778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6605778.000000 Penalty: 3524.269043
	Iteration 65F: 3 clusters Score -6605778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Entering Unmasked Estep 
Score: -1832179.125000 Penalty: 1554.654663
	Iteration 0F: 2 clusters Score -1832179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1822226.000000 Penalty: 3109.309326
	Iteration 0F: 3 clusters Score -1822226 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1825788.625000 Penalty: 3109.309326
	Iteration 1F: 3 clusters Score -1825789 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1826179.000000 Penalty: 3109.309326
	Iteration 2F: 3 clusters Score -1826179 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1826559.875000 Penalty: 3109.309326
	Iteration 3F: 3 clusters Score -1826560 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1826900.250000 Penalty: 3109.309326
	Iteration 4F: 3 clusters Score -1826900 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1827251.500000 Penalty: 3109.309326
	Iteration 5Q: 3 clusters Score -1827252 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1827591.625000 Penalty: 3109.309326
	Iteration 6Q: 3 clusters Score -1827592 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1827976.250000 Penalty: 3109.309326
	Iteration 7Q: 3 clusters Score -1827976 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1828318.250000 Penalty: 3109.309326
	Iteration 8Q: 3 clusters Score -1828318 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1828618.125000 Penalty: 3109.309326
	Iteration 9Q: 3 clusters Score -1828618 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1828812.625000 Penalty: 3109.309326
	Iteration 10Q: 3 clusters Score -1828813 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1828923.875000 Penalty: 3109.309326
	Iteration 11Q: 3 clusters Score -1828924 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1828996.375000 Penalty: 3109.309326
	Iteration 12Q: 3 clusters Score -1828996 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1829060.875000 Penalty: 3109.309326
	Iteration 13Q: 3 clusters Score -1829061 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1829110.625000 Penalty: 3109.309326
	Iteration 14Q: 3 clusters Score -1829111 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1829154.375000 Penalty: 3109.309326
	Iteration 15Q: 3 clusters Score -1829154 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1829199.000000 Penalty: 3109.309326
	Iteration 16Q: 3 clusters Score -1829199 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1829226.125000 Penalty: 3109.309326
	Iteration 17Q: 3 clusters Score -1829226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1829250.875000 Penalty: 3109.309326
	Iteration 18Q: 3 clusters Score -1829251 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1829287.000000 Penalty: 3109.309326
	Iteration 19Q: 3 clusters Score -1829287 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1829311.750000 Penalty: 3109.309326
	Iteration 20F: 3 clusters Score -1829312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1829346.125000 Penalty: 3109.309326
	Iteration 21Q: 3 clusters Score -1829346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1829385.875000 Penalty: 3109.309326
	Iteration 22Q: 3 clusters Score -1829386 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1829433.500000 Penalty: 3109.309326
	Iteration 23Q: 3 clusters Score -1829434 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1829469.875000 Penalty: 3109.309326
	Iteration 24Q: 3 clusters Score -1829470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1829509.125000 Penalty: 3109.309326
	Iteration 25Q: 3 clusters Score -1829509 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1829557.500000 Penalty: 3109.309326
	Iteration 26Q: 3 clusters Score -1829558 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1829604.000000 Penalty: 3109.309326
	Iteration 27Q: 3 clusters Score -1829604 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1829644.750000 Penalty: 3109.309326
	Iteration 28Q: 3 clusters Score -1829645 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1829696.625000 Penalty: 3109.309326
	Iteration 29Q: 3 clusters Score -1829697 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1829755.750000 Penalty: 3109.309326
	Iteration 30Q: 3 clusters Score -1829756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1829812.500000 Penalty: 3109.309326
	Iteration 31Q: 3 clusters Score -1829812 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1829871.250000 Penalty: 3109.309326
	Iteration 32Q: 3 clusters Score -1829871 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1829935.250000 Penalty: 3109.309326
	Iteration 33Q: 3 clusters Score -1829935 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1829994.375000 Penalty: 3109.309326
	Iteration 34Q: 3 clusters Score -1829994 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1830056.375000 Penalty: 3109.309326
	Iteration 35Q: 3 clusters Score -1830056 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1830120.375000 Penalty: 3109.309326
	Iteration 36Q: 3 clusters Score -1830120 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1830174.125000 Penalty: 3109.309326
	Iteration 37Q: 3 clusters Score -1830174 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1830230.125000 Penalty: 3109.309326
	Iteration 38Q: 3 clusters Score -1830230 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1830286.250000 Penalty: 3109.309326
	Iteration 39Q: 3 clusters Score -1830286 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1830330.750000 Penalty: 3109.309326
	Iteration 40F: 3 clusters Score -1830331 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1830382.750000 Penalty: 3109.309326
	Iteration 41Q: 3 clusters Score -1830383 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1830429.125000 Penalty: 3109.309326
	Iteration 42Q: 3 clusters Score -1830429 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1830476.125000 Penalty: 3109.309326
	Iteration 43Q: 3 clusters Score -1830476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1830531.250000 Penalty: 3109.309326
	Iteration 44Q: 3 clusters Score -1830531 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1830572.000000 Penalty: 3109.309326
	Iteration 45Q: 3 clusters Score -1830572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1830615.875000 Penalty: 3109.309326
	Iteration 46Q: 3 clusters Score -1830616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1830653.125000 Penalty: 3109.309326
	Iteration 47Q: 3 clusters Score -1830653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1830681.250000 Penalty: 3109.309326
	Iteration 48Q: 3 clusters Score -1830681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1830699.250000 Penalty: 3109.309326
	Iteration 49Q: 3 clusters Score -1830699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1830721.250000 Penalty: 3109.309326
	Iteration 50Q: 3 clusters Score -1830721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1830738.875000 Penalty: 3109.309326
	Iteration 51Q: 3 clusters Score -1830739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1830755.875000 Penalty: 3109.309326
	Iteration 52Q: 3 clusters Score -1830756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1830771.625000 Penalty: 3109.309326
	Iteration 53Q: 3 clusters Score -1830772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1830794.125000 Penalty: 3109.309326
	Iteration 54Q: 3 clusters Score -1830794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1830810.000000 Penalty: 3109.309326
	Iteration 55Q: 3 clusters Score -1830810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1830826.375000 Penalty: 3109.309326
	Iteration 56Q: 3 clusters Score -1830826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1830839.250000 Penalty: 3109.309326
	Iteration 57Q: 3 clusters Score -1830839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1830850.250000 Penalty: 3109.309326
	Iteration 58Q: 3 clusters Score -1830850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1830861.250000 Penalty: 3109.309326
	Iteration 59Q: 3 clusters Score -1830861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1830865.875000 Penalty: 3109.309326
	Iteration 60F: 3 clusters Score -1830866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1830876.250000 Penalty: 3109.309326
	Iteration 61Q: 3 clusters Score -1830876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1830878.875000 Penalty: 3109.309326
	Iteration 62Q: 3 clusters Score -1830879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1830880.875000 Penalty: 3109.309326
	Iteration 63Q: 3 clusters Score -1830881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1830885.625000 Penalty: 3109.309326
	Iteration 64Q: 3 clusters Score -1830886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1830886.750000 Penalty: 3109.309326
	Iteration 65Q: 3 clusters Score -1830887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1830889.000000 Penalty: 3109.309326
	Iteration 66Q: 3 clusters Score -1830889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1830891.000000 Penalty: 3109.309326
	Iteration 67Q: 3 clusters Score -1830891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1830896.250000 Penalty: 3109.309326
	Iteration 68Q: 3 clusters Score -1830896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1830895.125000 Penalty: 3109.309326
	Iteration 69Q: 3 clusters Score -1830895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1830895.000000 Penalty: 3109.309326
	Iteration 70Q: 3 clusters Score -1830895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1830895.875000 Penalty: 3109.309326
	Iteration 71Q: 3 clusters Score -1830896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1830898.375000 Penalty: 3109.309326
	Iteration 72Q: 3 clusters Score -1830898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1830897.125000 Penalty: 3109.309326
	Iteration 73Q: 3 clusters Score -1830897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1830898.125000 Penalty: 3109.309326
	Iteration 74Q: 3 clusters Score -1830898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1830903.875000 Penalty: 3109.309326
	Iteration 75Q: 3 clusters Score -1830904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1830908.375000 Penalty: 3109.309326
	Iteration 76Q: 3 clusters Score -1830908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1830908.000000 Penalty: 3109.309326
	Iteration 77Q: 3 clusters Score -1830908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1830907.250000 Penalty: 3109.309326
	Iteration 78Q: 3 clusters Score -1830907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1830907.250000 Penalty: 3109.309326
	Iteration 79F: 3 clusters Score -1830907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Entering Unmasked Estep 
Score: -3443048.750000 Penalty: 1662.459839
	Iteration 0F: 2 clusters Score -3443049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3424290.500000 Penalty: 3324.919678
	Iteration 0F: 3 clusters Score -3424290 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3431199.000000 Penalty: 3324.919678
	Iteration 1F: 3 clusters Score -3431199 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3431557.750000 Penalty: 3324.919678
	Iteration 2Q: 3 clusters Score -3431558 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3431981.250000 Penalty: 3324.919678
	Iteration 3Q: 3 clusters Score -3431981 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3432565.750000 Penalty: 3324.919678
	Iteration 4Q: 3 clusters Score -3432566 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3433482.750000 Penalty: 3324.919678
	Iteration 5F: 3 clusters Score -3433483 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3435001.250000 Penalty: 3324.919678
	Iteration 6F: 3 clusters Score -3435001 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3437086.750000 Penalty: 3324.919678
	Iteration 7F: 3 clusters Score -3437087 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3439126.500000 Penalty: 3324.919678
	Iteration 8F: 3 clusters Score -3439126 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3440496.000000 Penalty: 3324.919678
	Iteration 9Q: 3 clusters Score -3440496 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3441169.000000 Penalty: 3324.919678
	Iteration 10Q: 3 clusters Score -3441169 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3441408.250000 Penalty: 3324.919678
	Iteration 11Q: 3 clusters Score -3441408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3441514.250000 Penalty: 3324.919678
	Iteration 12Q: 3 clusters Score -3441514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3441552.750000 Penalty: 3324.919678
	Iteration 13Q: 3 clusters Score -3441553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3441568.000000 Penalty: 3324.919678
	Iteration 14Q: 3 clusters Score -3441568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3441582.000000 Penalty: 3324.919678
	Iteration 15Q: 3 clusters Score -3441582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3441587.250000 Penalty: 3324.919678
	Iteration 16Q: 3 clusters Score -3441587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3441589.750000 Penalty: 3324.919678
	Iteration 17Q: 3 clusters Score -3441590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3441592.750000 Penalty: 3324.919678
	Iteration 18Q: 3 clusters Score -3441593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3441592.750000 Penalty: 3324.919678
	Iteration 19F: 3 clusters Score -3441593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Entering Unmasked Estep 
Score: -5508301.000000 Penalty: 1735.770630
	Iteration 0F: 2 clusters Score -5508301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -5479063.500000 Penalty: 3471.541260
	Iteration 0F: 3 clusters Score -5479064 nChanged 20541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5490814.000000 Penalty: 3471.541260
	Iteration 1F: 3 clusters Score -5490814 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5491445.500000 Penalty: 3471.541260
	Iteration 2Q: 3 clusters Score -5491446 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -5492293.000000 Penalty: 3471.541260
	Iteration 3Q: 3 clusters Score -5492293 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -5493375.000000 Penalty: 3471.541260
	Iteration 4Q: 3 clusters Score -5493375 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5494902.500000 Penalty: 3471.541260
	Iteration 5F: 3 clusters Score -5494902 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5497028.000000 Penalty: 3471.541260
	Iteration 6F: 3 clusters Score -5497028 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -5499678.500000 Penalty: 3471.541260
	Iteration 7F: 3 clusters Score -5499678 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -5502292.500000 Penalty: 3471.541260
	Iteration 8F: 3 clusters Score -5502292 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -5503977.000000 Penalty: 3471.541260
	Iteration 9F: 3 clusters Score -5503977 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5504916.000000 Penalty: 3471.541260
	Iteration 10Q: 3 clusters Score -5504916 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5505408.500000 Penalty: 3471.541260
	Iteration 11Q: 3 clusters Score -5505408 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -5505778.000000 Penalty: 3471.541260
	Iteration 12Q: 3 clusters Score -5505778 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5506040.000000 Penalty: 3471.541260
	Iteration 13Q: 3 clusters Score -5506040 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -5506221.000000 Penalty: 3471.541260
	Iteration 14Q: 3 clusters Score -5506221 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -5506333.000000 Penalty: 3471.541260
	Iteration 15Q: 3 clusters Score -5506333 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -5506450.500000 Penalty: 3471.541260
	Iteration 16Q: 3 clusters Score -5506450 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -5506533.500000 Penalty: 3471.541260
	Iteration 17Q: 3 clusters Score -5506534 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5506577.000000 Penalty: 3471.541260
	Iteration 18Q: 3 clusters Score -5506577 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -5506638.500000 Penalty: 3471.541260
	Iteration 19Q: 3 clusters Score -5506638 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5506686.000000 Penalty: 3471.541260
	Iteration 20F: 3 clusters Score -5506686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -5506722.500000 Penalty: 3471.541260
	Iteration 21Q: 3 clusters Score -5506722 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -5506751.000000 Penalty: 3471.541260
	Iteration 22Q: 3 clusters Score -5506751 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -5506793.000000 Penalty: 3471.541260
	Iteration 23Q: 3 clusters Score -5506793 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -5506835.000000 Penalty: 3471.541260
	Iteration 24Q: 3 clusters Score -5506835 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -5506861.500000 Penalty: 3471.541260
	Iteration 25Q: 3 clusters Score -5506862 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -5506875.500000 Penalty: 3471.541260
	Iteration 26Q: 3 clusters Score -5506876 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5506897.500000 Penalty: 3471.541260
	Iteration 27Q: 3 clusters Score -5506898 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -5506899.500000 Penalty: 3471.541260
	Iteration 28Q: 3 clusters Score -5506900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -5506925.000000 Penalty: 3471.541260
	Iteration 29Q: 3 clusters Score -5506925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -5506930.500000 Penalty: 3471.541260
	Iteration 30Q: 3 clusters Score -5506930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -5506939.500000 Penalty: 3471.541260
	Iteration 31Q: 3 clusters Score -5506940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -5506946.000000 Penalty: 3471.541260
	Iteration 32Q: 3 clusters Score -5506946 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -5506962.500000 Penalty: 3471.541260
	Iteration 33Q: 3 clusters Score -5506962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -5506980.500000 Penalty: 3471.541260
	Iteration 34Q: 3 clusters Score -5506980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -5506979.500000 Penalty: 3471.541260
	Iteration 35Q: 3 clusters Score -5506980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -5506977.500000 Penalty: 3471.541260
	Iteration 36Q: 3 clusters Score -5506978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -5506979.000000 Penalty: 3471.541260
	Iteration 37Q: 3 clusters Score -5506979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -5506991.000000 Penalty: 3471.541260
	Iteration 38Q: 3 clusters Score -5506991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -5507004.000000 Penalty: 3471.541260
	Iteration 39Q: 3 clusters Score -5507004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -5507011.500000 Penalty: 3471.541260
	Iteration 40F: 3 clusters Score -5507012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -5507006.000000 Penalty: 3471.541260
	Iteration 41Q: 3 clusters Score -5507006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -5507013.000000 Penalty: 3471.541260
	Iteration 42Q: 3 clusters Score -5507013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -5507019.000000 Penalty: 3471.541260
	Iteration 43Q: 3 clusters Score -5507019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -5507021.000000 Penalty: 3471.541260
	Iteration 44Q: 3 clusters Score -5507021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -5507027.000000 Penalty: 3471.541260
	Iteration 45Q: 3 clusters Score -5507027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -5507014.500000 Penalty: 3471.541260
	Iteration 46Q: 3 clusters Score -5507014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -5507018.000000 Penalty: 3471.541260
	Iteration 47Q: 3 clusters Score -5507018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -5507021.500000 Penalty: 3471.541260
	Iteration 48Q: 3 clusters Score -5507022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -5507020.500000 Penalty: 3471.541260
	Iteration 49Q: 3 clusters Score -5507020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5507024.000000 Penalty: 3471.541260
	Iteration 50Q: 3 clusters Score -5507024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5507021.000000 Penalty: 3471.541260
	Iteration 51Q: 3 clusters Score -5507021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -5507012.000000 Penalty: 3471.541260
	Iteration 52Q: 3 clusters Score -5507012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -5507003.500000 Penalty: 3471.541260
	Iteration 53Q: 3 clusters Score -5507004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -5507011.500000 Penalty: 3471.541260
	Iteration 54Q: 3 clusters Score -5507012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5507014.500000 Penalty: 3471.541260
	Iteration 55Q: 3 clusters Score -5507014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -5507024.000000 Penalty: 3471.541260
	Iteration 56Q: 3 clusters Score -5507024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -5507029.000000 Penalty: 3471.541260
	Iteration 57Q: 3 clusters Score -5507029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -5507030.000000 Penalty: 3471.541260
	Iteration 58Q: 3 clusters Score -5507030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -5507024.500000 Penalty: 3471.541260
	Iteration 59Q: 3 clusters Score -5507024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -5507022.500000 Penalty: 3471.541260
	Iteration 60F: 3 clusters Score -5507022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -5507015.500000 Penalty: 3471.541260
	Iteration 61Q: 3 clusters Score -5507016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5507015.000000 Penalty: 3471.541260
	Iteration 62Q: 3 clusters Score -5507015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -5507022.000000 Penalty: 3471.541260
	Iteration 63Q: 3 clusters Score -5507022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -5507021.500000 Penalty: 3471.541260
	Iteration 64Q: 3 clusters Score -5507022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -5507028.000000 Penalty: 3471.541260
	Iteration 65Q: 3 clusters Score -5507028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5507027.000000 Penalty: 3471.541260
	Iteration 66Q: 3 clusters Score -5507027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -5507022.000000 Penalty: 3471.541260
	Iteration 67Q: 3 clusters Score -5507022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -5507023.000000 Penalty: 3471.541260
	Iteration 68Q: 3 clusters Score -5507023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -5507018.000000 Penalty: 3471.541260
	Iteration 69Q: 3 clusters Score -5507018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5507024.000000 Penalty: 3471.541260
	Iteration 70Q: 3 clusters Score -5507024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5507029.500000 Penalty: 3471.541260
	Iteration 71Q: 3 clusters Score -5507030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5507035.000000 Penalty: 3471.541260
	Iteration 72Q: 3 clusters Score -5507035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -5507041.500000 Penalty: 3471.541260
	Iteration 73Q: 3 clusters Score -5507042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -5507039.500000 Penalty: 3471.541260
	Iteration 74Q: 3 clusters Score -5507040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -5507034.500000 Penalty: 3471.541260
	Iteration 75Q: 3 clusters Score -5507034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5507037.000000 Penalty: 3471.541260
	Iteration 76Q: 3 clusters Score -5507037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5507037.000000 Penalty: 3471.541260
	Iteration 77F: 3 clusters Score -5507037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -66263.140625 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -66263.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65148.437500 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -65148.44 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65364.257812 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -65364.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65416.851562 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -65416.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65451.792969 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -65451.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65478.753906 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -65478.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65506.453125 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -65506.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65527.996094 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -65528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65531.210938 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -65531.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65533.031250 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -65533.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65534.675781 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -65534.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65535.902344 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -65535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65540.773438 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -65540.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65542.703125 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -65542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65543.351562 Penalty: 2058.892578
	Iteration 13Q: 3 clusters Score -65543.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65544.414062 Penalty: 2058.892578
	Iteration 14Q: 3 clusters Score -65544.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65544.414062 Penalty: 2058.892578
	Iteration 15F: 3 clusters Score -65544.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -842375.062500 Penalty: 1430.580811
	Iteration 0F: 2 clusters Score -842375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -837363.312500 Penalty: 2861.161621
	Iteration 0F: 3 clusters Score -837363.3 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -838888.500000 Penalty: 2861.161621
	Iteration 1F: 3 clusters Score -838888.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -839126.250000 Penalty: 2861.161621
	Iteration 2F: 3 clusters Score -839126.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -839310.937500 Penalty: 2861.161621
	Iteration 3F: 3 clusters Score -839310.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -839441.312500 Penalty: 2861.161621
	Iteration 4Q: 3 clusters Score -839441.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -839570.125000 Penalty: 2861.161621
	Iteration 5Q: 3 clusters Score -839570.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -839706.187500 Penalty: 2861.161621
	Iteration 6Q: 3 clusters Score -839706.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -839850.250000 Penalty: 2861.161621
	Iteration 7Q: 3 clusters Score -839850.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -839990.937500 Penalty: 2861.161621
	Iteration 8Q: 3 clusters Score -839990.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -840131.562500 Penalty: 2861.161621
	Iteration 9Q: 3 clusters Score -840131.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -840258.437500 Penalty: 2861.161621
	Iteration 10Q: 3 clusters Score -840258.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -840392.062500 Penalty: 2861.161621
	Iteration 11Q: 3 clusters Score -840392.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -840512.250000 Penalty: 2861.161621
	Iteration 12Q: 3 clusters Score -840512.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -840631.312500 Penalty: 2861.161621
	Iteration 13Q: 3 clusters Score -840631.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -840749.750000 Penalty: 2861.161621
	Iteration 14Q: 3 clusters Score -840749.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -840826.562500 Penalty: 2861.161621
	Iteration 15Q: 3 clusters Score -840826.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -840920.625000 Penalty: 2861.161621
	Iteration 16Q: 3 clusters Score -840920.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -840997.750000 Penalty: 2861.161621
	Iteration 17Q: 3 clusters Score -840997.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -841058.000000 Penalty: 2861.161621
	Iteration 18Q: 3 clusters Score -841058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -841098.187500 Penalty: 2861.161621
	Iteration 19Q: 3 clusters Score -841098.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -841129.437500 Penalty: 2861.161621
	Iteration 20F: 3 clusters Score -841129.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -841152.125000 Penalty: 2861.161621
	Iteration 21Q: 3 clusters Score -841152.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -841172.187500 Penalty: 2861.161621
	Iteration 22Q: 3 clusters Score -841172.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -841185.937500 Penalty: 2861.161621
	Iteration 23Q: 3 clusters Score -841185.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -841195.312500 Penalty: 2861.161621
	Iteration 24Q: 3 clusters Score -841195.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -841197.437500 Penalty: 2861.161621
	Iteration 25Q: 3 clusters Score -841197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -841201.375000 Penalty: 2861.161621
	Iteration 26Q: 3 clusters Score -841201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -841207.750000 Penalty: 2861.161621
	Iteration 27Q: 3 clusters Score -841207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -841212.000000 Penalty: 2861.161621
	Iteration 28Q: 3 clusters Score -841212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -841215.625000 Penalty: 2861.161621
	Iteration 29Q: 3 clusters Score -841215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -841220.187500 Penalty: 2861.161621
	Iteration 30Q: 3 clusters Score -841220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -841221.250000 Penalty: 2861.161621
	Iteration 31Q: 3 clusters Score -841221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -841221.812500 Penalty: 2861.161621
	Iteration 32Q: 3 clusters Score -841221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -841221.812500 Penalty: 2861.161621
	Iteration 33F: 3 clusters Score -841221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Entering Unmasked Estep 
Score: -5981928.500000 Penalty: 1746.669189
	Iteration 0F: 2 clusters Score -5981928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5950704.500000 Penalty: 3493.338379
	Iteration 0F: 3 clusters Score -5950704 nChanged 21938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5963352.500000 Penalty: 3493.338379
	Iteration 1F: 3 clusters Score -5963352 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -5963974.000000 Penalty: 3493.338379
	Iteration 2Q: 3 clusters Score -5963974 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -5964802.000000 Penalty: 3493.338379
	Iteration 3Q: 3 clusters Score -5964802 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -5965762.500000 Penalty: 3493.338379
	Iteration 4Q: 3 clusters Score -5965762 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -5967007.500000 Penalty: 3493.338379
	Iteration 5F: 3 clusters Score -5967008 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -5968713.000000 Penalty: 3493.338379
	Iteration 6F: 3 clusters Score -5968713 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5970971.500000 Penalty: 3493.338379
	Iteration 7F: 3 clusters Score -5970972 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -5973372.000000 Penalty: 3493.338379
	Iteration 8F: 3 clusters Score -5973372 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -5974990.500000 Penalty: 3493.338379
	Iteration 9F: 3 clusters Score -5974990 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -5975800.500000 Penalty: 3493.338379
	Iteration 10Q: 3 clusters Score -5975800 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5976366.000000 Penalty: 3493.338379
	Iteration 11Q: 3 clusters Score -5976366 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5976902.000000 Penalty: 3493.338379
	Iteration 12Q: 3 clusters Score -5976902 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5977360.000000 Penalty: 3493.338379
	Iteration 13Q: 3 clusters Score -5977360 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5977800.500000 Penalty: 3493.338379
	Iteration 14Q: 3 clusters Score -5977800 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -5978172.000000 Penalty: 3493.338379
	Iteration 15Q: 3 clusters Score -5978172 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -5978409.000000 Penalty: 3493.338379
	Iteration 16Q: 3 clusters Score -5978409 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5978562.500000 Penalty: 3493.338379
	Iteration 17Q: 3 clusters Score -5978562 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5978696.000000 Penalty: 3493.338379
	Iteration 18Q: 3 clusters Score -5978696 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -5978784.500000 Penalty: 3493.338379
	Iteration 19Q: 3 clusters Score -5978784 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5978824.000000 Penalty: 3493.338379
	Iteration 20F: 3 clusters Score -5978824 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -5978893.000000 Penalty: 3493.338379
	Iteration 21Q: 3 clusters Score -5978893 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -5978920.500000 Penalty: 3493.338379
	Iteration 22Q: 3 clusters Score -5978920 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -5978946.500000 Penalty: 3493.338379
	Iteration 23Q: 3 clusters Score -5978946 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -5978997.500000 Penalty: 3493.338379
	Iteration 24Q: 3 clusters Score -5978998 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -5979004.500000 Penalty: 3493.338379
	Iteration 25Q: 3 clusters Score -5979004 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -5979028.500000 Penalty: 3493.338379
	Iteration 26Q: 3 clusters Score -5979028 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -5979068.000000 Penalty: 3493.338379
	Iteration 27Q: 3 clusters Score -5979068 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -5979110.000000 Penalty: 3493.338379
	Iteration 28Q: 3 clusters Score -5979110 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -5979135.500000 Penalty: 3493.338379
	Iteration 29Q: 3 clusters Score -5979136 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -5979147.500000 Penalty: 3493.338379
	Iteration 30Q: 3 clusters Score -5979148 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5979171.000000 Penalty: 3493.338379
	Iteration 31Q: 3 clusters Score -5979171 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5979198.500000 Penalty: 3493.338379
	Iteration 32Q: 3 clusters Score -5979198 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -5979204.500000 Penalty: 3493.338379
	Iteration 33Q: 3 clusters Score -5979204 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -5979256.000000 Penalty: 3493.338379
	Iteration 34Q: 3 clusters Score -5979256 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -5979294.000000 Penalty: 3493.338379
	Iteration 35Q: 3 clusters Score -5979294 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -5979319.000000 Penalty: 3493.338379
	Iteration 36Q: 3 clusters Score -5979319 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -5979339.500000 Penalty: 3493.338379
	Iteration 37Q: 3 clusters Score -5979340 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -5979338.000000 Penalty: 3493.338379
	Iteration 38Q: 3 clusters Score -5979338 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5979366.000000 Penalty: 3493.338379
	Iteration 39Q: 3 clusters Score -5979366 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -5979378.500000 Penalty: 3493.338379
	Iteration 40F: 3 clusters Score -5979378 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -5979400.500000 Penalty: 3493.338379
	Iteration 41Q: 3 clusters Score -5979400 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -5979430.000000 Penalty: 3493.338379
	Iteration 42Q: 3 clusters Score -5979430 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -5979447.000000 Penalty: 3493.338379
	Iteration 43Q: 3 clusters Score -5979447 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -5979467.500000 Penalty: 3493.338379
	Iteration 44Q: 3 clusters Score -5979468 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -5979493.500000 Penalty: 3493.338379
	Iteration 45Q: 3 clusters Score -5979494 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -5979515.000000 Penalty: 3493.338379
	Iteration 46Q: 3 clusters Score -5979515 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -5979513.500000 Penalty: 3493.338379
	Iteration 47Q: 3 clusters Score -5979514 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -5979548.500000 Penalty: 3493.338379
	Iteration 48Q: 3 clusters Score -5979548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -5979560.000000 Penalty: 3493.338379
	Iteration 49Q: 3 clusters Score -5979560 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -5979609.500000 Penalty: 3493.338379
	Iteration 50Q: 3 clusters Score -5979610 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -5979657.000000 Penalty: 3493.338379
	Iteration 51Q: 3 clusters Score -5979657 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -5979674.500000 Penalty: 3493.338379
	Iteration 52Q: 3 clusters Score -5979674 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5979707.500000 Penalty: 3493.338379
	Iteration 53Q: 3 clusters Score -5979708 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -5979725.500000 Penalty: 3493.338379
	Iteration 54Q: 3 clusters Score -5979726 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -5979758.500000 Penalty: 3493.338379
	Iteration 55Q: 3 clusters Score -5979758 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -5979791.500000 Penalty: 3493.338379
	Iteration 56Q: 3 clusters Score -5979792 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5979783.000000 Penalty: 3493.338379
	Iteration 57Q: 3 clusters Score -5979783 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -5979838.000000 Penalty: 3493.338379
	Iteration 58Q: 3 clusters Score -5979838 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -5979866.500000 Penalty: 3493.338379
	Iteration 59Q: 3 clusters Score -5979866 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5979876.000000 Penalty: 3493.338379
	Iteration 60F: 3 clusters Score -5979876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -5979886.000000 Penalty: 3493.338379
	Iteration 61Q: 3 clusters Score -5979886 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5979877.500000 Penalty: 3493.338379
	Iteration 62Q: 3 clusters Score -5979878 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5979898.500000 Penalty: 3493.338379
	Iteration 63Q: 3 clusters Score -5979898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -5979920.000000 Penalty: 3493.338379
	Iteration 64Q: 3 clusters Score -5979920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -5979917.500000 Penalty: 3493.338379
	Iteration 65Q: 3 clusters Score -5979918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -5979930.000000 Penalty: 3493.338379
	Iteration 66Q: 3 clusters Score -5979930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -5979929.000000 Penalty: 3493.338379
	Iteration 67Q: 3 clusters Score -5979929 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5979963.000000 Penalty: 3493.338379
	Iteration 68Q: 3 clusters Score -5979963 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -5979971.500000 Penalty: 3493.338379
	Iteration 69Q: 3 clusters Score -5979972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -5979977.000000 Penalty: 3493.338379
	Iteration 70Q: 3 clusters Score -5979977 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -5980029.500000 Penalty: 3493.338379
	Iteration 71Q: 3 clusters Score -5980030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -5980036.000000 Penalty: 3493.338379
	Iteration 72Q: 3 clusters Score -5980036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5980043.000000 Penalty: 3493.338379
	Iteration 73Q: 3 clusters Score -5980043 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5980053.500000 Penalty: 3493.338379
	Iteration 74Q: 3 clusters Score -5980054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -5980081.000000 Penalty: 3493.338379
	Iteration 75Q: 3 clusters Score -5980081 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5980095.000000 Penalty: 3493.338379
	Iteration 76Q: 3 clusters Score -5980095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5980112.500000 Penalty: 3493.338379
	Iteration 77Q: 3 clusters Score -5980112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5980109.500000 Penalty: 3493.338379
	Iteration 78Q: 3 clusters Score -5980110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -5980131.500000 Penalty: 3493.338379
	Iteration 79Q: 3 clusters Score -5980132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -5980132.500000 Penalty: 3493.338379
	Iteration 80F: 3 clusters Score -5980132 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5980139.500000 Penalty: 3493.338379
	Iteration 81Q: 3 clusters Score -5980140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5980157.500000 Penalty: 3493.338379
	Iteration 82Q: 3 clusters Score -5980158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5980164.500000 Penalty: 3493.338379
	Iteration 83Q: 3 clusters Score -5980164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5980178.000000 Penalty: 3493.338379
	Iteration 84Q: 3 clusters Score -5980178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5980197.500000 Penalty: 3493.338379
	Iteration 85Q: 3 clusters Score -5980198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5980196.000000 Penalty: 3493.338379
	Iteration 86Q: 3 clusters Score -5980196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5980192.000000 Penalty: 3493.338379
	Iteration 87Q: 3 clusters Score -5980192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -5980201.500000 Penalty: 3493.338379
	Iteration 88Q: 3 clusters Score -5980202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5980225.500000 Penalty: 3493.338379
	Iteration 89Q: 3 clusters Score -5980226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5980236.500000 Penalty: 3493.338379
	Iteration 90Q: 3 clusters Score -5980236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5980246.500000 Penalty: 3493.338379
	Iteration 91Q: 3 clusters Score -5980246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5980241.000000 Penalty: 3493.338379
	Iteration 92Q: 3 clusters Score -5980241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5980257.000000 Penalty: 3493.338379
	Iteration 93Q: 3 clusters Score -5980257 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -5980275.500000 Penalty: 3493.338379
	Iteration 94Q: 3 clusters Score -5980276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5980280.000000 Penalty: 3493.338379
	Iteration 95Q: 3 clusters Score -5980280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5980298.000000 Penalty: 3493.338379
	Iteration 96Q: 3 clusters Score -5980298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5980301.500000 Penalty: 3493.338379
	Iteration 97Q: 3 clusters Score -5980302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5980319.000000 Penalty: 3493.338379
	Iteration 98Q: 3 clusters Score -5980319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5980340.000000 Penalty: 3493.338379
	Iteration 99Q: 3 clusters Score -5980340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5980343.500000 Penalty: 3493.338379
	Iteration 100F: 3 clusters Score -5980344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5980339.000000 Penalty: 3493.338379
	Iteration 101Q: 3 clusters Score -5980339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5980362.500000 Penalty: 3493.338379
	Iteration 102Q: 3 clusters Score -5980362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5980366.500000 Penalty: 3493.338379
	Iteration 103Q: 3 clusters Score -5980366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5980372.000000 Penalty: 3493.338379
	Iteration 104Q: 3 clusters Score -5980372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5980389.500000 Penalty: 3493.338379
	Iteration 105Q: 3 clusters Score -5980390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5980391.500000 Penalty: 3493.338379
	Iteration 106Q: 3 clusters Score -5980392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5980396.500000 Penalty: 3493.338379
	Iteration 107Q: 3 clusters Score -5980396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5980388.500000 Penalty: 3493.338379
	Iteration 108Q: 3 clusters Score -5980388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5980385.500000 Penalty: 3493.338379
	Iteration 109Q: 3 clusters Score -5980386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5980397.500000 Penalty: 3493.338379
	Iteration 110Q: 3 clusters Score -5980398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5980393.500000 Penalty: 3493.338379
	Iteration 111Q: 3 clusters Score -5980394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5980396.500000 Penalty: 3493.338379
	Iteration 112Q: 3 clusters Score -5980396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5980398.500000 Penalty: 3493.338379
	Iteration 113Q: 3 clusters Score -5980398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5980400.500000 Penalty: 3493.338379
	Iteration 114Q: 3 clusters Score -5980400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5980400.500000 Penalty: 3493.338379
	Iteration 115Q: 3 clusters Score -5980400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5980401.000000 Penalty: 3493.338379
	Iteration 116Q: 3 clusters Score -5980401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5980413.500000 Penalty: 3493.338379
	Iteration 117Q: 3 clusters Score -5980414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5980409.000000 Penalty: 3493.338379
	Iteration 118Q: 3 clusters Score -5980409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5980412.500000 Penalty: 3493.338379
	Iteration 119Q: 3 clusters Score -5980412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5980410.000000 Penalty: 3493.338379
	Iteration 120F: 3 clusters Score -5980410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5980417.500000 Penalty: 3493.338379
	Iteration 121Q: 3 clusters Score -5980418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5980414.500000 Penalty: 3493.338379
	Iteration 122Q: 3 clusters Score -5980414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5980411.000000 Penalty: 3493.338379
	Iteration 123Q: 3 clusters Score -5980411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5980414.000000 Penalty: 3493.338379
	Iteration 124Q: 3 clusters Score -5980414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5980426.500000 Penalty: 3493.338379
	Iteration 125Q: 3 clusters Score -5980426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5980427.500000 Penalty: 3493.338379
	Iteration 126Q: 3 clusters Score -5980428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5980435.000000 Penalty: 3493.338379
	Iteration 127Q: 3 clusters Score -5980435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5980434.500000 Penalty: 3493.338379
	Iteration 128Q: 3 clusters Score -5980434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5980445.500000 Penalty: 3493.338379
	Iteration 129Q: 3 clusters Score -5980446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5980440.000000 Penalty: 3493.338379
	Iteration 130Q: 3 clusters Score -5980440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5980448.500000 Penalty: 3493.338379
	Iteration 131Q: 3 clusters Score -5980448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5980452.000000 Penalty: 3493.338379
	Iteration 132Q: 3 clusters Score -5980452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5980447.500000 Penalty: 3493.338379
	Iteration 133Q: 3 clusters Score -5980448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5980451.000000 Penalty: 3493.338379
	Iteration 134Q: 3 clusters Score -5980451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5980447.000000 Penalty: 3493.338379
	Iteration 135Q: 3 clusters Score -5980447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5980449.500000 Penalty: 3493.338379
	Iteration 136Q: 3 clusters Score -5980450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5980447.000000 Penalty: 3493.338379
	Iteration 137Q: 3 clusters Score -5980447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5980457.000000 Penalty: 3493.338379
	Iteration 138Q: 3 clusters Score -5980457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5980453.500000 Penalty: 3493.338379
	Iteration 139Q: 3 clusters Score -5980454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5980459.000000 Penalty: 3493.338379
	Iteration 140F: 3 clusters Score -5980459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5980463.500000 Penalty: 3493.338379
	Iteration 141Q: 3 clusters Score -5980464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5980461.500000 Penalty: 3493.338379
	Iteration 142Q: 3 clusters Score -5980462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5980453.500000 Penalty: 3493.338379
	Iteration 143Q: 3 clusters Score -5980454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5980456.000000 Penalty: 3493.338379
	Iteration 144Q: 3 clusters Score -5980456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5980458.500000 Penalty: 3493.338379
	Iteration 145Q: 3 clusters Score -5980458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5980459.500000 Penalty: 3493.338379
	Iteration 146Q: 3 clusters Score -5980460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5980462.500000 Penalty: 3493.338379
	Iteration 147Q: 3 clusters Score -5980462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5980467.500000 Penalty: 3493.338379
	Iteration 148Q: 3 clusters Score -5980468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5980461.500000 Penalty: 3493.338379
	Iteration 149Q: 3 clusters Score -5980462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5980462.000000 Penalty: 3493.338379
	Iteration 150Q: 3 clusters Score -5980462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5980462.000000 Penalty: 3493.338379
	Iteration 151F: 3 clusters Score -5980462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Entering Unmasked Estep 
Score: -10386349.000000 Penalty: 1836.816772
	Iteration 0F: 2 clusters Score -1.038635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -10336673.000000 Penalty: 3673.633545
	Iteration 0F: 3 clusters Score -1.033667e+07 nChanged 38676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -10358872.000000 Penalty: 3673.633545
	Iteration 1F: 3 clusters Score -1.035887e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -10359478.000000 Penalty: 3673.633545
	Iteration 2Q: 3 clusters Score -1.035948e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -10360207.000000 Penalty: 3673.633545
	Iteration 3Q: 3 clusters Score -1.036021e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -10361194.000000 Penalty: 3673.633545
	Iteration 4Q: 3 clusters Score -1.036119e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -10362862.000000 Penalty: 3673.633545
	Iteration 5F: 3 clusters Score -1.036286e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -10365312.000000 Penalty: 3673.633545
	Iteration 6F: 3 clusters Score -1.036531e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -10368885.000000 Penalty: 3673.633545
	Iteration 7F: 3 clusters Score -1.036888e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -10373399.000000 Penalty: 3673.633545
	Iteration 8F: 3 clusters Score -1.03734e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -10379309.000000 Penalty: 3673.633545
	Iteration 9F: 3 clusters Score -1.037931e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -10382863.000000 Penalty: 3673.633545
	Iteration 10F: 3 clusters Score -1.038286e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10384123.000000 Penalty: 3673.633545
	Iteration 11Q: 3 clusters Score -1.038412e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10384551.000000 Penalty: 3673.633545
	Iteration 12Q: 3 clusters Score -1.038455e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10384691.000000 Penalty: 3673.633545
	Iteration 13Q: 3 clusters Score -1.038469e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10384765.000000 Penalty: 3673.633545
	Iteration 14Q: 3 clusters Score -1.038476e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10384768.000000 Penalty: 3673.633545
	Iteration 15Q: 3 clusters Score -1.038477e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10384784.000000 Penalty: 3673.633545
	Iteration 16Q: 3 clusters Score -1.038478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10384814.000000 Penalty: 3673.633545
	Iteration 17Q: 3 clusters Score -1.038481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10384834.000000 Penalty: 3673.633545
	Iteration 18Q: 3 clusters Score -1.038483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10384839.000000 Penalty: 3673.633545
	Iteration 19Q: 3 clusters Score -1.038484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10384844.000000 Penalty: 3673.633545
	Iteration 20F: 3 clusters Score -1.038484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10384845.000000 Penalty: 3673.633545
	Iteration 21Q: 3 clusters Score -1.038484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10384855.000000 Penalty: 3673.633545
	Iteration 22Q: 3 clusters Score -1.038486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10384856.000000 Penalty: 3673.633545
	Iteration 23Q: 3 clusters Score -1.038486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10384861.000000 Penalty: 3673.633545
	Iteration 24Q: 3 clusters Score -1.038486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10384861.000000 Penalty: 3673.633545
	Iteration 25F: 3 clusters Score -1.038486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Entering Unmasked Estep 
Score: -6532510.500000 Penalty: 1760.575806
	Iteration 0F: 2 clusters Score -6532510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -6498927.500000 Penalty: 3521.151611
	Iteration 0F: 3 clusters Score -6498928 nChanged 23863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -6512450.000000 Penalty: 3521.151611
	Iteration 1F: 3 clusters Score -6512450 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -6513175.500000 Penalty: 3521.151611
	Iteration 2Q: 3 clusters Score -6513176 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -6514183.500000 Penalty: 3521.151611
	Iteration 3Q: 3 clusters Score -6514184 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -6515868.000000 Penalty: 3521.151611
	Iteration 4F: 3 clusters Score -6515868 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -6518329.000000 Penalty: 3521.151611
	Iteration 5F: 3 clusters Score -6518329 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -6521474.500000 Penalty: 3521.151611
	Iteration 6F: 3 clusters Score -6521474 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -6524462.000000 Penalty: 3521.151611
	Iteration 7F: 3 clusters Score -6524462 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -6526793.000000 Penalty: 3521.151611
	Iteration 8F: 3 clusters Score -6526793 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6528423.000000 Penalty: 3521.151611
	Iteration 9Q: 3 clusters Score -6528423 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6529408.000000 Penalty: 3521.151611
	Iteration 10Q: 3 clusters Score -6529408 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6529927.500000 Penalty: 3521.151611
	Iteration 11Q: 3 clusters Score -6529928 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6530217.500000 Penalty: 3521.151611
	Iteration 12Q: 3 clusters Score -6530218 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6530403.500000 Penalty: 3521.151611
	Iteration 13Q: 3 clusters Score -6530404 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6530537.500000 Penalty: 3521.151611
	Iteration 14Q: 3 clusters Score -6530538 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6530629.500000 Penalty: 3521.151611
	Iteration 15Q: 3 clusters Score -6530630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6530695.000000 Penalty: 3521.151611
	Iteration 16Q: 3 clusters Score -6530695 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6530768.500000 Penalty: 3521.151611
	Iteration 17Q: 3 clusters Score -6530768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6530802.000000 Penalty: 3521.151611
	Iteration 18Q: 3 clusters Score -6530802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6530839.000000 Penalty: 3521.151611
	Iteration 19Q: 3 clusters Score -6530839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6530874.500000 Penalty: 3521.151611
	Iteration 20F: 3 clusters Score -6530874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6530900.500000 Penalty: 3521.151611
	Iteration 21Q: 3 clusters Score -6530900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6530911.500000 Penalty: 3521.151611
	Iteration 22Q: 3 clusters Score -6530912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6530932.000000 Penalty: 3521.151611
	Iteration 23Q: 3 clusters Score -6530932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6530956.000000 Penalty: 3521.151611
	Iteration 24Q: 3 clusters Score -6530956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6530963.500000 Penalty: 3521.151611
	Iteration 25Q: 3 clusters Score -6530964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6530968.000000 Penalty: 3521.151611
	Iteration 26Q: 3 clusters Score -6530968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6530969.500000 Penalty: 3521.151611
	Iteration 27Q: 3 clusters Score -6530970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6530976.500000 Penalty: 3521.151611
	Iteration 28Q: 3 clusters Score -6530976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6530982.000000 Penalty: 3521.151611
	Iteration 29Q: 3 clusters Score -6530982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6530979.500000 Penalty: 3521.151611
	Iteration 30Q: 3 clusters Score -6530980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6530982.000000 Penalty: 3521.151611
	Iteration 31Q: 3 clusters Score -6530982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6530988.500000 Penalty: 3521.151611
	Iteration 32Q: 3 clusters Score -6530988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6530991.000000 Penalty: 3521.151611
	Iteration 33Q: 3 clusters Score -6530991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6530990.500000 Penalty: 3521.151611
	Iteration 34Q: 3 clusters Score -6530990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6530991.000000 Penalty: 3521.151611
	Iteration 35Q: 3 clusters Score -6530991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6530992.500000 Penalty: 3521.151611
	Iteration 36Q: 3 clusters Score -6530992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6530996.500000 Penalty: 3521.151611
	Iteration 37Q: 3 clusters Score -6530996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6530994.000000 Penalty: 3521.151611
	Iteration 38Q: 3 clusters Score -6530994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6530994.000000 Penalty: 3521.151611
	Iteration 39F: 3 clusters Score -6530994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Entering Unmasked Estep 
Score: -7841338.500000 Penalty: 1793.470703
	Iteration 0F: 2 clusters Score -7841338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -7800287.500000 Penalty: 3586.941406
	Iteration 0F: 3 clusters Score -7800288 nChanged 29183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -7817044.000000 Penalty: 3586.941406
	Iteration 1F: 3 clusters Score -7817044 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -7817586.000000 Penalty: 3586.941406
	Iteration 2Q: 3 clusters Score -7817586 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -7818151.500000 Penalty: 3586.941406
	Iteration 3Q: 3 clusters Score -7818152 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -7818833.000000 Penalty: 3586.941406
	Iteration 4Q: 3 clusters Score -7818833 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -7819625.000000 Penalty: 3586.941406
	Iteration 5Q: 3 clusters Score -7819625 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -7820509.000000 Penalty: 3586.941406
	Iteration 6Q: 3 clusters Score -7820509 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -7821554.500000 Penalty: 3586.941406
	Iteration 7Q: 3 clusters Score -7821554 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -7822848.000000 Penalty: 3586.941406
	Iteration 8Q: 3 clusters Score -7822848 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7824335.000000 Penalty: 3586.941406
	Iteration 9Q: 3 clusters Score -7824335 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -7826175.500000 Penalty: 3586.941406
	Iteration 10Q: 3 clusters Score -7826176 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -7828226.500000 Penalty: 3586.941406
	Iteration 11F: 3 clusters Score -7828226 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -7830171.500000 Penalty: 3586.941406
	Iteration 12Q: 3 clusters Score -7830172 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -7831749.000000 Penalty: 3586.941406
	Iteration 13Q: 3 clusters Score -7831749 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -7832836.500000 Penalty: 3586.941406
	Iteration 14Q: 3 clusters Score -7832836 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -7833657.000000 Penalty: 3586.941406
	Iteration 15Q: 3 clusters Score -7833657 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -7834394.000000 Penalty: 3586.941406
	Iteration 16Q: 3 clusters Score -7834394 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -7835050.000000 Penalty: 3586.941406
	Iteration 17Q: 3 clusters Score -7835050 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -7835680.500000 Penalty: 3586.941406
	Iteration 18Q: 3 clusters Score -7835680 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -7836296.500000 Penalty: 3586.941406
	Iteration 19Q: 3 clusters Score -7836296 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -7836857.500000 Penalty: 3586.941406
	Iteration 20F: 3 clusters Score -7836858 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -7837423.000000 Penalty: 3586.941406
	Iteration 21Q: 3 clusters Score -7837423 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -7838030.000000 Penalty: 3586.941406
	Iteration 22Q: 3 clusters Score -7838030 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -7838473.000000 Penalty: 3586.941406
	Iteration 23Q: 3 clusters Score -7838473 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -7838833.500000 Penalty: 3586.941406
	Iteration 24Q: 3 clusters Score -7838834 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -7839121.000000 Penalty: 3586.941406
	Iteration 25Q: 3 clusters Score -7839121 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -7839356.000000 Penalty: 3586.941406
	Iteration 26Q: 3 clusters Score -7839356 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -7839514.000000 Penalty: 3586.941406
	Iteration 27Q: 3 clusters Score -7839514 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -7839591.500000 Penalty: 3586.941406
	Iteration 28Q: 3 clusters Score -7839592 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -7839624.500000 Penalty: 3586.941406
	Iteration 29Q: 3 clusters Score -7839624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -7839676.000000 Penalty: 3586.941406
	Iteration 30Q: 3 clusters Score -7839676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -7839702.500000 Penalty: 3586.941406
	Iteration 31Q: 3 clusters Score -7839702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -7839721.000000 Penalty: 3586.941406
	Iteration 32Q: 3 clusters Score -7839721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -7839730.500000 Penalty: 3586.941406
	Iteration 33Q: 3 clusters Score -7839730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -7839749.500000 Penalty: 3586.941406
	Iteration 34Q: 3 clusters Score -7839750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -7839755.500000 Penalty: 3586.941406
	Iteration 35Q: 3 clusters Score -7839756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -7839761.000000 Penalty: 3586.941406
	Iteration 36Q: 3 clusters Score -7839761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -7839772.000000 Penalty: 3586.941406
	Iteration 37Q: 3 clusters Score -7839772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -7839784.500000 Penalty: 3586.941406
	Iteration 38Q: 3 clusters Score -7839784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -7839799.500000 Penalty: 3586.941406
	Iteration 39Q: 3 clusters Score -7839800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -7839795.000000 Penalty: 3586.941406
	Iteration 40F: 3 clusters Score -7839795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -7839796.500000 Penalty: 3586.941406
	Iteration 41Q: 3 clusters Score -7839796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -7839805.500000 Penalty: 3586.941406
	Iteration 42Q: 3 clusters Score -7839806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -7839814.500000 Penalty: 3586.941406
	Iteration 43Q: 3 clusters Score -7839814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -7839816.500000 Penalty: 3586.941406
	Iteration 44Q: 3 clusters Score -7839816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -7839820.000000 Penalty: 3586.941406
	Iteration 45Q: 3 clusters Score -7839820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -7839822.000000 Penalty: 3586.941406
	Iteration 46Q: 3 clusters Score -7839822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -7839829.500000 Penalty: 3586.941406
	Iteration 47Q: 3 clusters Score -7839830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -7839830.500000 Penalty: 3586.941406
	Iteration 48Q: 3 clusters Score -7839830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -7839843.000000 Penalty: 3586.941406
	Iteration 49Q: 3 clusters Score -7839843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -7839843.000000 Penalty: 3586.941406
	Iteration 50F: 3 clusters Score -7839843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Entering Unmasked Estep 
Score: -3427248.000000 Penalty: 1657.124023
	Iteration 0F: 2 clusters Score -3427248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3409078.500000 Penalty: 3314.248047
	Iteration 0F: 3 clusters Score -3409078 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3415759.250000 Penalty: 3314.248047
	Iteration 1F: 3 clusters Score -3415759 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3416120.750000 Penalty: 3314.248047
	Iteration 2Q: 3 clusters Score -3416121 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3416496.250000 Penalty: 3314.248047
	Iteration 3Q: 3 clusters Score -3416496 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3416859.000000 Penalty: 3314.248047
	Iteration 4Q: 3 clusters Score -3416859 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3417256.750000 Penalty: 3314.248047
	Iteration 5Q: 3 clusters Score -3417257 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3417731.750000 Penalty: 3314.248047
	Iteration 6Q: 3 clusters Score -3417732 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3418334.750000 Penalty: 3314.248047
	Iteration 7Q: 3 clusters Score -3418335 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3419156.250000 Penalty: 3314.248047
	Iteration 8F: 3 clusters Score -3419156 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3420264.500000 Penalty: 3314.248047
	Iteration 9F: 3 clusters Score -3420264 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3421556.000000 Penalty: 3314.248047
	Iteration 10F: 3 clusters Score -3421556 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3422856.250000 Penalty: 3314.248047
	Iteration 11F: 3 clusters Score -3422856 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3423977.750000 Penalty: 3314.248047
	Iteration 12Q: 3 clusters Score -3423978 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3424766.500000 Penalty: 3314.248047
	Iteration 13Q: 3 clusters Score -3424766 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3425262.000000 Penalty: 3314.248047
	Iteration 14Q: 3 clusters Score -3425262 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3425516.250000 Penalty: 3314.248047
	Iteration 15Q: 3 clusters Score -3425516 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3425665.250000 Penalty: 3314.248047
	Iteration 16Q: 3 clusters Score -3425665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3425726.250000 Penalty: 3314.248047
	Iteration 17Q: 3 clusters Score -3425726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3425765.250000 Penalty: 3314.248047
	Iteration 18Q: 3 clusters Score -3425765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3425786.500000 Penalty: 3314.248047
	Iteration 19Q: 3 clusters Score -3425786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3425816.750000 Penalty: 3314.248047
	Iteration 20F: 3 clusters Score -3425817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3425832.750000 Penalty: 3314.248047
	Iteration 21Q: 3 clusters Score -3425833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3425848.750000 Penalty: 3314.248047
	Iteration 22Q: 3 clusters Score -3425849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3425850.000000 Penalty: 3314.248047
	Iteration 23Q: 3 clusters Score -3425850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3425858.500000 Penalty: 3314.248047
	Iteration 24Q: 3 clusters Score -3425858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3425860.500000 Penalty: 3314.248047
	Iteration 25Q: 3 clusters Score -3425860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3425865.250000 Penalty: 3314.248047
	Iteration 26Q: 3 clusters Score -3425865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3425866.250000 Penalty: 3314.248047
	Iteration 27Q: 3 clusters Score -3425866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3425869.250000 Penalty: 3314.248047
	Iteration 28Q: 3 clusters Score -3425869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3425873.000000 Penalty: 3314.248047
	Iteration 29Q: 3 clusters Score -3425873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3425879.750000 Penalty: 3314.248047
	Iteration 30Q: 3 clusters Score -3425880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3425883.750000 Penalty: 3314.248047
	Iteration 31Q: 3 clusters Score -3425884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3425882.250000 Penalty: 3314.248047
	Iteration 32Q: 3 clusters Score -3425882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3425885.500000 Penalty: 3314.248047
	Iteration 33Q: 3 clusters Score -3425886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3425885.500000 Penalty: 3314.248047
	Iteration 34F: 3 clusters Score -3425886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -700438.750000 Penalty: 1406.132324
	Iteration 0F: 2 clusters Score -700438.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -695949.312500 Penalty: 2812.264648
	Iteration 0F: 3 clusters Score -695949.3 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -697170.625000 Penalty: 2812.264648
	Iteration 1F: 3 clusters Score -697170.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -697334.875000 Penalty: 2812.264648
	Iteration 2F: 3 clusters Score -697334.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -697472.500000 Penalty: 2812.264648
	Iteration 3Q: 3 clusters Score -697472.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -697579.500000 Penalty: 2812.264648
	Iteration 4Q: 3 clusters Score -697579.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -697694.625000 Penalty: 2812.264648
	Iteration 5Q: 3 clusters Score -697694.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -697820.437500 Penalty: 2812.264648
	Iteration 6Q: 3 clusters Score -697820.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -697964.375000 Penalty: 2812.264648
	Iteration 7Q: 3 clusters Score -697964.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -698144.437500 Penalty: 2812.264648
	Iteration 8Q: 3 clusters Score -698144.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -698369.250000 Penalty: 2812.264648
	Iteration 9Q: 3 clusters Score -698369.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -698562.125000 Penalty: 2812.264648
	Iteration 10Q: 3 clusters Score -698562.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -698726.875000 Penalty: 2812.264648
	Iteration 11Q: 3 clusters Score -698726.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -698870.812500 Penalty: 2812.264648
	Iteration 12Q: 3 clusters Score -698870.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -698979.562500 Penalty: 2812.264648
	Iteration 13Q: 3 clusters Score -698979.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -699043.937500 Penalty: 2812.264648
	Iteration 14Q: 3 clusters Score -699043.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -699094.875000 Penalty: 2812.264648
	Iteration 15Q: 3 clusters Score -699094.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -699139.562500 Penalty: 2812.264648
	Iteration 16Q: 3 clusters Score -699139.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -699166.437500 Penalty: 2812.264648
	Iteration 17Q: 3 clusters Score -699166.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -699190.937500 Penalty: 2812.264648
	Iteration 18Q: 3 clusters Score -699190.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -699208.625000 Penalty: 2812.264648
	Iteration 19Q: 3 clusters Score -699208.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -699217.875000 Penalty: 2812.264648
	Iteration 20F: 3 clusters Score -699217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -699224.375000 Penalty: 2812.264648
	Iteration 21Q: 3 clusters Score -699224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -699228.625000 Penalty: 2812.264648
	Iteration 22Q: 3 clusters Score -699228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -699230.125000 Penalty: 2812.264648
	Iteration 23Q: 3 clusters Score -699230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -699230.250000 Penalty: 2812.264648
	Iteration 24Q: 3 clusters Score -699230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -699235.375000 Penalty: 2812.264648
	Iteration 25Q: 3 clusters Score -699235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -699239.625000 Penalty: 2812.264648
	Iteration 26Q: 3 clusters Score -699239.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -699239.625000 Penalty: 2812.264648
	Iteration 27F: 3 clusters Score -699239.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Entering Unmasked Estep 
Score: -13631592.000000 Penalty: 1881.981567
	Iteration 0F: 2 clusters Score -1.363159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -13569951.000000 Penalty: 3763.963135
	Iteration 0F: 3 clusters Score -1.356995e+07 nChanged 51253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -13599765.000000 Penalty: 3763.963135
	Iteration 1F: 3 clusters Score -1.359976e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -13600499.000000 Penalty: 3763.963135
	Iteration 2Q: 3 clusters Score -1.36005e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -13601292.000000 Penalty: 3763.963135
	Iteration 3Q: 3 clusters Score -1.360129e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -13602328.000000 Penalty: 3763.963135
	Iteration 4Q: 3 clusters Score -1.360233e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -13603535.000000 Penalty: 3763.963135
	Iteration 5Q: 3 clusters Score -1.360354e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -13605310.000000 Penalty: 3763.963135
	Iteration 6Q: 3 clusters Score -1.360531e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -13607440.000000 Penalty: 3763.963135
	Iteration 7Q: 3 clusters Score -1.360744e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -13610642.000000 Penalty: 3763.963135
	Iteration 8F: 3 clusters Score -1.361064e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -13615071.000000 Penalty: 3763.963135
	Iteration 9F: 3 clusters Score -1.361507e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -13619098.000000 Penalty: 3763.963135
	Iteration 10F: 3 clusters Score -1.36191e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -13621110.000000 Penalty: 3763.963135
	Iteration 11Q: 3 clusters Score -1.362111e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -13621811.000000 Penalty: 3763.963135
	Iteration 12Q: 3 clusters Score -1.362181e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -13622006.000000 Penalty: 3763.963135
	Iteration 13Q: 3 clusters Score -1.362201e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -13622120.000000 Penalty: 3763.963135
	Iteration 14Q: 3 clusters Score -1.362212e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -13622295.000000 Penalty: 3763.963135
	Iteration 15Q: 3 clusters Score -1.36223e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -13622432.000000 Penalty: 3763.963135
	Iteration 16Q: 3 clusters Score -1.362243e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -13622605.000000 Penalty: 3763.963135
	Iteration 17Q: 3 clusters Score -1.36226e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -13622751.000000 Penalty: 3763.963135
	Iteration 18Q: 3 clusters Score -1.362275e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -13622998.000000 Penalty: 3763.963135
	Iteration 19Q: 3 clusters Score -1.3623e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -13623204.000000 Penalty: 3763.963135
	Iteration 20F: 3 clusters Score -1.36232e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -13623379.000000 Penalty: 3763.963135
	Iteration 21Q: 3 clusters Score -1.362338e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -13623598.000000 Penalty: 3763.963135
	Iteration 22Q: 3 clusters Score -1.36236e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -13623895.000000 Penalty: 3763.963135
	Iteration 23Q: 3 clusters Score -1.36239e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 71337 members 
Entering Unmasked Estep 
Score: -13624222.000000 Penalty: 3763.963135
	Iteration 24Q: 3 clusters Score -1.362422e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -13624609.000000 Penalty: 3763.963135
	Iteration 25Q: 3 clusters Score -1.362461e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -13624982.000000 Penalty: 3763.963135
	Iteration 26Q: 3 clusters Score -1.362498e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -13625204.000000 Penalty: 3763.963135
	Iteration 27Q: 3 clusters Score -1.36252e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -13625594.000000 Penalty: 3763.963135
	Iteration 28Q: 3 clusters Score -1.362559e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -13625772.000000 Penalty: 3763.963135
	Iteration 29Q: 3 clusters Score -1.362577e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -13626027.000000 Penalty: 3763.963135
	Iteration 30Q: 3 clusters Score -1.362603e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -13626209.000000 Penalty: 3763.963135
	Iteration 31Q: 3 clusters Score -1.362621e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -13626491.000000 Penalty: 3763.963135
	Iteration 32Q: 3 clusters Score -1.362649e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -13626766.000000 Penalty: 3763.963135
	Iteration 33Q: 3 clusters Score -1.362677e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -13626743.000000 Penalty: 3763.963135
	Iteration 34Q: 3 clusters Score -1.362674e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -13626985.000000 Penalty: 3763.963135
	Iteration 35Q: 3 clusters Score -1.362698e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -13627040.000000 Penalty: 3763.963135
	Iteration 36Q: 3 clusters Score -1.362704e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -13626940.000000 Penalty: 3763.963135
	Iteration 37Q: 3 clusters Score -1.362694e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 96239 members 
Entering Unmasked Estep 
Score: -13627068.000000 Penalty: 3763.963135
	Iteration 38Q: 3 clusters Score -1.362707e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -13627184.000000 Penalty: 3763.963135
	Iteration 39Q: 3 clusters Score -1.362718e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -13627413.000000 Penalty: 3763.963135
	Iteration 40F: 3 clusters Score -1.362741e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -13627446.000000 Penalty: 3763.963135
	Iteration 41Q: 3 clusters Score -1.362745e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 100194 members 
Entering Unmasked Estep 
Score: -13627671.000000 Penalty: 3763.963135
	Iteration 42Q: 3 clusters Score -1.362767e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -13627905.000000 Penalty: 3763.963135
	Iteration 43Q: 3 clusters Score -1.36279e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 101644 members 
Entering Unmasked Estep 
Score: -13628057.000000 Penalty: 3763.963135
	Iteration 44Q: 3 clusters Score -1.362806e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 102238 members 
Entering Unmasked Estep 
Score: -13628269.000000 Penalty: 3763.963135
	Iteration 45Q: 3 clusters Score -1.362827e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 102765 members 
Entering Unmasked Estep 
Score: -13628489.000000 Penalty: 3763.963135
	Iteration 46Q: 3 clusters Score -1.362849e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 103224 members 
Entering Unmasked Estep 
Score: -13628749.000000 Penalty: 3763.963135
	Iteration 47Q: 3 clusters Score -1.362875e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -13628926.000000 Penalty: 3763.963135
	Iteration 48Q: 3 clusters Score -1.362893e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -13629145.000000 Penalty: 3763.963135
	Iteration 49Q: 3 clusters Score -1.362914e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -13629301.000000 Penalty: 3763.963135
	Iteration 50Q: 3 clusters Score -1.36293e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 104455 members 
Entering Unmasked Estep 
Score: -13629433.000000 Penalty: 3763.963135
	Iteration 51Q: 3 clusters Score -1.362943e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -13629573.000000 Penalty: 3763.963135
	Iteration 52Q: 3 clusters Score -1.362957e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -13629700.000000 Penalty: 3763.963135
	Iteration 53Q: 3 clusters Score -1.36297e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -13629818.000000 Penalty: 3763.963135
	Iteration 54Q: 3 clusters Score -1.362982e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -13629936.000000 Penalty: 3763.963135
	Iteration 55Q: 3 clusters Score -1.362994e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 105254 members 
Entering Unmasked Estep 
Score: -13630053.000000 Penalty: 3763.963135
	Iteration 56Q: 3 clusters Score -1.363005e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -13630095.000000 Penalty: 3763.963135
	Iteration 57Q: 3 clusters Score -1.36301e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 105428 members 
Entering Unmasked Estep 
Score: -13630097.000000 Penalty: 3763.963135
	Iteration 58Q: 3 clusters Score -1.36301e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -13630123.000000 Penalty: 3763.963135
	Iteration 59Q: 3 clusters Score -1.363012e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -13630158.000000 Penalty: 3763.963135
	Iteration 60F: 3 clusters Score -1.363016e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -13630192.000000 Penalty: 3763.963135
	Iteration 61Q: 3 clusters Score -1.363019e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -13630199.000000 Penalty: 3763.963135
	Iteration 62Q: 3 clusters Score -1.36302e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -13630218.000000 Penalty: 3763.963135
	Iteration 63Q: 3 clusters Score -1.363022e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -13630240.000000 Penalty: 3763.963135
	Iteration 64Q: 3 clusters Score -1.363024e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -13630291.000000 Penalty: 3763.963135
	Iteration 65Q: 3 clusters Score -1.363029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -13630301.000000 Penalty: 3763.963135
	Iteration 66Q: 3 clusters Score -1.36303e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -13630336.000000 Penalty: 3763.963135
	Iteration 67Q: 3 clusters Score -1.363034e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 105686 members 
Entering Unmasked Estep 
Score: -13630383.000000 Penalty: 3763.963135
	Iteration 68Q: 3 clusters Score -1.363038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -13630395.000000 Penalty: 3763.963135
	Iteration 69Q: 3 clusters Score -1.36304e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 105712 members 
Entering Unmasked Estep 
Score: -13630396.000000 Penalty: 3763.963135
	Iteration 70Q: 3 clusters Score -1.36304e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -13630403.000000 Penalty: 3763.963135
	Iteration 71Q: 3 clusters Score -1.36304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 105731 members 
Entering Unmasked Estep 
Score: -13630409.000000 Penalty: 3763.963135
	Iteration 72Q: 3 clusters Score -1.363041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 105734 members 
Entering Unmasked Estep 
Score: -13630416.000000 Penalty: 3763.963135
	Iteration 73Q: 3 clusters Score -1.363042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 105738 members 
Entering Unmasked Estep 
Score: -13630440.000000 Penalty: 3763.963135
	Iteration 74Q: 3 clusters Score -1.363044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -13630463.000000 Penalty: 3763.963135
	Iteration 75Q: 3 clusters Score -1.363046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 105756 members 
Entering Unmasked Estep 
Score: -13630465.000000 Penalty: 3763.963135
	Iteration 76Q: 3 clusters Score -1.363046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -13630470.000000 Penalty: 3763.963135
	Iteration 77Q: 3 clusters Score -1.363047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -13630466.000000 Penalty: 3763.963135
	Iteration 78Q: 3 clusters Score -1.363047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -13630473.000000 Penalty: 3763.963135
	Iteration 79Q: 3 clusters Score -1.363047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -13630477.000000 Penalty: 3763.963135
	Iteration 80F: 3 clusters Score -1.363048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -13630474.000000 Penalty: 3763.963135
	Iteration 81Q: 3 clusters Score -1.363047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -13630489.000000 Penalty: 3763.963135
	Iteration 82Q: 3 clusters Score -1.363049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -13630484.000000 Penalty: 3763.963135
	Iteration 83Q: 3 clusters Score -1.363048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 105782 members 
Entering Unmasked Estep 
Score: -13630493.000000 Penalty: 3763.963135
	Iteration 84Q: 3 clusters Score -1.363049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -13630483.000000 Penalty: 3763.963135
	Iteration 85Q: 3 clusters Score -1.363048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -13630485.000000 Penalty: 3763.963135
	Iteration 86Q: 3 clusters Score -1.363048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -13630477.000000 Penalty: 3763.963135
	Iteration 87Q: 3 clusters Score -1.363048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -13630475.000000 Penalty: 3763.963135
	Iteration 88Q: 3 clusters Score -1.363048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -13630476.000000 Penalty: 3763.963135
	Iteration 89Q: 3 clusters Score -1.363048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -13630484.000000 Penalty: 3763.963135
	Iteration 90Q: 3 clusters Score -1.363048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -13630480.000000 Penalty: 3763.963135
	Iteration 91Q: 3 clusters Score -1.363048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -13630485.000000 Penalty: 3763.963135
	Iteration 92Q: 3 clusters Score -1.363048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -13630495.000000 Penalty: 3763.963135
	Iteration 93Q: 3 clusters Score -1.36305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -13630491.000000 Penalty: 3763.963135
	Iteration 94Q: 3 clusters Score -1.363049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -13630497.000000 Penalty: 3763.963135
	Iteration 95Q: 3 clusters Score -1.36305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -13630497.000000 Penalty: 3763.963135
	Iteration 96Q: 3 clusters Score -1.36305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -13630501.000000 Penalty: 3763.963135
	Iteration 97Q: 3 clusters Score -1.36305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -13630492.000000 Penalty: 3763.963135
	Iteration 98Q: 3 clusters Score -1.363049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -13630501.000000 Penalty: 3763.963135
	Iteration 99Q: 3 clusters Score -1.36305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -13630505.000000 Penalty: 3763.963135
	Iteration 100F: 3 clusters Score -1.36305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -13630499.000000 Penalty: 3763.963135
	Iteration 101Q: 3 clusters Score -1.36305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 105794 members 
Entering Unmasked Estep 
Score: -13630503.000000 Penalty: 3763.963135
	Iteration 102Q: 3 clusters Score -1.36305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -13630502.000000 Penalty: 3763.963135
	Iteration 103Q: 3 clusters Score -1.36305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -13630502.000000 Penalty: 3763.963135
	Iteration 104F: 3 clusters Score -1.36305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16827.386719 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16827.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17235.535156 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -17235.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17394.894531 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -17394.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17440.910156 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -17440.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17447.050781 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -17447.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17475.080078 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -17475.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17475.080078 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -17475.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 43550 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 46571 members 
Mstep: Class 8 contains 81104 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 11 contains 50732 members 
Mstep: Class 13 contains 62115 members 
Mstep: Class 15 contains 26841 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107090 members 
Mstep: Class 21 contains 67 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
Score: -65787124.000000 Penalty: 34249.644531
Splitting cluster 21 changes total score from -65788256.000000 to -65787124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -175602.156250 Penalty: 1189.800537
	Iteration 0F: 2 clusters Score -175602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -173847.921875 Penalty: 2379.601074
	Iteration 0F: 3 clusters Score -173847.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -174242.921875 Penalty: 2379.601074
	Iteration 1F: 3 clusters Score -174242.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -174344.437500 Penalty: 2379.601074
	Iteration 2F: 3 clusters Score -174344.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -174410.515625 Penalty: 2379.601074
	Iteration 3F: 3 clusters Score -174410.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -174447.031250 Penalty: 2379.601074
	Iteration 4Q: 3 clusters Score -174447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -174476.125000 Penalty: 2379.601074
	Iteration 5Q: 3 clusters Score -174476.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -174496.406250 Penalty: 2379.601074
	Iteration 6Q: 3 clusters Score -174496.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -174514.515625 Penalty: 2379.601074
	Iteration 7Q: 3 clusters Score -174514.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -174529.875000 Penalty: 2379.601074
	Iteration 8Q: 3 clusters Score -174529.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -174544.031250 Penalty: 2379.601074
	Iteration 9Q: 3 clusters Score -174544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -174552.593750 Penalty: 2379.601074
	Iteration 10Q: 3 clusters Score -174552.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -174559.484375 Penalty: 2379.601074
	Iteration 11Q: 3 clusters Score -174559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -174562.046875 Penalty: 2379.601074
	Iteration 12Q: 3 clusters Score -174562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -174564.125000 Penalty: 2379.601074
	Iteration 13Q: 3 clusters Score -174564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -174565.250000 Penalty: 2379.601074
	Iteration 14Q: 3 clusters Score -174565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -174566.671875 Penalty: 2379.601074
	Iteration 15Q: 3 clusters Score -174566.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -174570.312500 Penalty: 2379.601074
	Iteration 16Q: 3 clusters Score -174570.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174571.859375 Penalty: 2379.601074
	Iteration 17Q: 3 clusters Score -174571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -174573.578125 Penalty: 2379.601074
	Iteration 18Q: 3 clusters Score -174573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -174574.593750 Penalty: 2379.601074
	Iteration 19Q: 3 clusters Score -174574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -174576.843750 Penalty: 2379.601074
	Iteration 20F: 3 clusters Score -174576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174579.562500 Penalty: 2379.601074
	Iteration 21Q: 3 clusters Score -174579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -174581.015625 Penalty: 2379.601074
	Iteration 22Q: 3 clusters Score -174581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174582.312500 Penalty: 2379.601074
	Iteration 23Q: 3 clusters Score -174582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174582.312500 Penalty: 2379.601074
	Iteration 24F: 3 clusters Score -174582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 43550 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 46571 members 
Mstep: Class 8 contains 81104 members 
Mstep: Class 11 contains 50732 members 
Mstep: Class 13 contains 62115 members 
Mstep: Class 15 contains 26841 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107090 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788188.000000 Penalty: 32109.041016
Iteration 399Q: 16 clusters Score -6.578819e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 14283 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 43534 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 46463 members 
Mstep: Class 8 contains 81109 members 
Mstep: Class 11 contains 50855 members 
Mstep: Class 13 contains 62112 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107094 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788180.000000 Penalty: 32109.041016
Iteration 400F: 16 clusters Score -6.578818e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 43522 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 46339 members 
Mstep: Class 8 contains 81115 members 
Mstep: Class 11 contains 50983 members 
Mstep: Class 13 contains 62126 members 
Mstep: Class 15 contains 26843 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107082 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788124.000000 Penalty: 32109.041016
Iteration 401Q: 16 clusters Score -6.578812e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 43514 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 46230 members 
Mstep: Class 8 contains 81119 members 
Mstep: Class 11 contains 51097 members 
Mstep: Class 13 contains 62143 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107061 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788160.000000 Penalty: 32109.041016
Iteration 402Q: 16 clusters Score -6.578816e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 43510 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 46096 members 
Mstep: Class 8 contains 81117 members 
Mstep: Class 11 contains 51224 members 
Mstep: Class 13 contains 62154 members 
Mstep: Class 15 contains 26846 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107057 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788180.000000 Penalty: 32109.041016
Iteration 403Q: 16 clusters Score -6.578818e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 43515 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 45957 members 
Mstep: Class 8 contains 81110 members 
Mstep: Class 11 contains 51359 members 
Mstep: Class 13 contains 62159 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107060 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788160.000000 Penalty: 32109.041016
Iteration 404Q: 16 clusters Score -6.578816e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 14303 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 43517 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 45831 members 
Mstep: Class 8 contains 81104 members 
Mstep: Class 11 contains 51488 members 
Mstep: Class 13 contains 62167 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107053 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788172.000000 Penalty: 32109.041016
Iteration 405Q: 16 clusters Score -6.578817e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 27739 members 
Mstep: Class 4 contains 43515 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6643 members 
Mstep: Class 7 contains 45714 members 
Mstep: Class 8 contains 81104 members 
Mstep: Class 11 contains 51590 members 
Mstep: Class 13 contains 62186 members 
Mstep: Class 15 contains 26838 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107047 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788120.000000 Penalty: 32109.041016
Iteration 406Q: 16 clusters Score -6.578812e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 14309 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 43519 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 45564 members 
Mstep: Class 8 contains 81116 members 
Mstep: Class 11 contains 51714 members 
Mstep: Class 13 contains 62197 members 
Mstep: Class 15 contains 26839 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107047 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788080.000000 Penalty: 32109.041016
Iteration 407Q: 16 clusters Score -6.578808e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 14304 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 43521 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 45448 members 
Mstep: Class 8 contains 81115 members 
Mstep: Class 11 contains 51833 members 
Mstep: Class 13 contains 62208 members 
Mstep: Class 15 contains 26828 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107050 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788116.000000 Penalty: 32109.041016
Iteration 408Q: 16 clusters Score -6.578812e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 14303 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 43518 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 45326 members 
Mstep: Class 8 contains 81113 members 
Mstep: Class 11 contains 51944 members 
Mstep: Class 13 contains 62224 members 
Mstep: Class 15 contains 26819 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107061 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788016.000000 Penalty: 32109.041016
Iteration 409Q: 16 clusters Score -6.578802e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 43516 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 45225 members 
Mstep: Class 8 contains 81114 members 
Mstep: Class 11 contains 52034 members 
Mstep: Class 13 contains 62234 members 
Mstep: Class 15 contains 26815 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107074 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788044.000000 Penalty: 32109.041016
Iteration 410Q: 16 clusters Score -6.578804e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 14301 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 43514 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 45117 members 
Mstep: Class 8 contains 81108 members 
Mstep: Class 11 contains 52133 members 
Mstep: Class 13 contains 62237 members 
Mstep: Class 15 contains 26815 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107084 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788068.000000 Penalty: 32109.041016
Iteration 411Q: 16 clusters Score -6.578807e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 14294 members 
Mstep: Class 3 contains 27740 members 
Mstep: Class 4 contains 43512 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 45010 members 
Mstep: Class 8 contains 81102 members 
Mstep: Class 11 contains 52215 members 
Mstep: Class 13 contains 62262 members 
Mstep: Class 15 contains 26813 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107103 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788084.000000 Penalty: 32109.041016
Iteration 412Q: 16 clusters Score -6.578808e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 43510 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 44926 members 
Mstep: Class 8 contains 81089 members 
Mstep: Class 11 contains 52272 members 
Mstep: Class 13 contains 62285 members 
Mstep: Class 15 contains 26810 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107119 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788056.000000 Penalty: 32109.041016
Iteration 413Q: 16 clusters Score -6.578806e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 14293 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 43502 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 44847 members 
Mstep: Class 8 contains 81077 members 
Mstep: Class 11 contains 52334 members 
Mstep: Class 13 contains 62302 members 
Mstep: Class 15 contains 26810 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107135 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788060.000000 Penalty: 32109.041016
Iteration 414Q: 16 clusters Score -6.578806e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 14292 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 43496 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 44764 members 
Mstep: Class 8 contains 81065 members 
Mstep: Class 11 contains 52408 members 
Mstep: Class 13 contains 62314 members 
Mstep: Class 15 contains 26815 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107145 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788012.000000 Penalty: 32109.041016
Iteration 415Q: 16 clusters Score -6.578801e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 27737 members 
Mstep: Class 4 contains 43499 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 44682 members 
Mstep: Class 8 contains 81054 members 
Mstep: Class 11 contains 52476 members 
Mstep: Class 13 contains 62322 members 
Mstep: Class 15 contains 26817 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107160 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787972.000000 Penalty: 32109.041016
Iteration 416Q: 16 clusters Score -6.578797e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 27736 members 
Mstep: Class 4 contains 43495 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 44611 members 
Mstep: Class 8 contains 81059 members 
Mstep: Class 11 contains 52526 members 
Mstep: Class 13 contains 62332 members 
Mstep: Class 15 contains 26815 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107171 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787884.000000 Penalty: 32109.041016
Iteration 417Q: 16 clusters Score -6.578788e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 14284 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 43494 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 44553 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 11 contains 52581 members 
Mstep: Class 13 contains 62346 members 
Mstep: Class 15 contains 26816 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107162 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787820.000000 Penalty: 32109.041016
Iteration 418Q: 16 clusters Score -6.578782e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 43490 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 44516 members 
Mstep: Class 8 contains 81058 members 
Mstep: Class 11 contains 52615 members 
Mstep: Class 13 contains 62348 members 
Mstep: Class 15 contains 26819 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107171 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787828.000000 Penalty: 32109.041016
Iteration 419Q: 16 clusters Score -6.578783e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 14284 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 43480 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 44493 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 11 contains 52647 members 
Mstep: Class 13 contains 62356 members 
Mstep: Class 15 contains 26817 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107169 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787880.000000 Penalty: 32109.041016
Iteration 420F: 16 clusters Score -6.578788e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 27731 members 
Mstep: Class 4 contains 43485 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 44456 members 
Mstep: Class 8 contains 81059 members 
Mstep: Class 11 contains 52666 members 
Mstep: Class 13 contains 62372 members 
Mstep: Class 15 contains 26818 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107176 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787840.000000 Penalty: 32109.041016
Iteration 421Q: 16 clusters Score -6.578784e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 14284 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43487 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 44406 members 
Mstep: Class 8 contains 81058 members 
Mstep: Class 11 contains 52718 members 
Mstep: Class 13 contains 62378 members 
Mstep: Class 15 contains 26820 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107171 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787816.000000 Penalty: 32109.041016
Iteration 422Q: 16 clusters Score -6.578782e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 14284 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 43493 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 44391 members 
Mstep: Class 8 contains 81051 members 
Mstep: Class 11 contains 52741 members 
Mstep: Class 13 contains 62386 members 
Mstep: Class 15 contains 26818 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107161 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787684.000000 Penalty: 32109.041016
Iteration 423Q: 16 clusters Score -6.578768e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43491 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 44376 members 
Mstep: Class 8 contains 81046 members 
Mstep: Class 11 contains 52767 members 
Mstep: Class 13 contains 62396 members 
Mstep: Class 15 contains 26813 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107156 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787788.000000 Penalty: 32109.041016
Iteration 424Q: 16 clusters Score -6.578779e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 43490 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6657 members 
Mstep: Class 7 contains 44379 members 
Mstep: Class 8 contains 81038 members 
Mstep: Class 11 contains 52773 members 
Mstep: Class 13 contains 62394 members 
Mstep: Class 15 contains 26811 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107159 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787752.000000 Penalty: 32109.041016
Iteration 425Q: 16 clusters Score -6.578775e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 43489 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 44378 members 
Mstep: Class 8 contains 81030 members 
Mstep: Class 11 contains 52758 members 
Mstep: Class 13 contains 62404 members 
Mstep: Class 15 contains 26810 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107176 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787708.000000 Penalty: 32109.041016
Iteration 426Q: 16 clusters Score -6.578771e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 14276 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43486 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 44386 members 
Mstep: Class 8 contains 81027 members 
Mstep: Class 11 contains 52752 members 
Mstep: Class 13 contains 62408 members 
Mstep: Class 15 contains 26806 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107184 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787668.000000 Penalty: 32109.041016
Iteration 427Q: 16 clusters Score -6.578767e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 43482 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 44413 members 
Mstep: Class 8 contains 81017 members 
Mstep: Class 11 contains 52723 members 
Mstep: Class 13 contains 62421 members 
Mstep: Class 15 contains 26808 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107185 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787640.000000 Penalty: 32109.041016
Iteration 428Q: 16 clusters Score -6.578764e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43488 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 44468 members 
Mstep: Class 8 contains 81012 members 
Mstep: Class 11 contains 52631 members 
Mstep: Class 13 contains 62439 members 
Mstep: Class 15 contains 26808 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107206 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787648.000000 Penalty: 32109.041016
Iteration 429Q: 16 clusters Score -6.578765e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43499 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 44507 members 
Mstep: Class 8 contains 81013 members 
Mstep: Class 11 contains 52571 members 
Mstep: Class 13 contains 62445 members 
Mstep: Class 15 contains 26806 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107206 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787564.000000 Penalty: 32109.041016
Iteration 430Q: 16 clusters Score -6.578756e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43494 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6657 members 
Mstep: Class 7 contains 44571 members 
Mstep: Class 8 contains 81014 members 
Mstep: Class 11 contains 52497 members 
Mstep: Class 13 contains 62469 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107198 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787632.000000 Penalty: 32109.041016
Iteration 431Q: 16 clusters Score -6.578763e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43489 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 44652 members 
Mstep: Class 8 contains 81007 members 
Mstep: Class 11 contains 52415 members 
Mstep: Class 13 contains 62481 members 
Mstep: Class 15 contains 26792 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107214 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787564.000000 Penalty: 32109.041016
Iteration 432Q: 16 clusters Score -6.578756e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 27717 members 
Mstep: Class 4 contains 43496 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 44721 members 
Mstep: Class 8 contains 81007 members 
Mstep: Class 11 contains 52340 members 
Mstep: Class 13 contains 62503 members 
Mstep: Class 15 contains 26782 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107208 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787528.000000 Penalty: 32109.041016
Iteration 433Q: 16 clusters Score -6.578753e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 27719 members 
Mstep: Class 4 contains 43485 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 44819 members 
Mstep: Class 8 contains 81002 members 
Mstep: Class 11 contains 52250 members 
Mstep: Class 13 contains 62525 members 
Mstep: Class 15 contains 26779 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107194 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787544.000000 Penalty: 32109.041016
Iteration 434Q: 16 clusters Score -6.578754e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 14283 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43474 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6657 members 
Mstep: Class 7 contains 44874 members 
Mstep: Class 8 contains 80994 members 
Mstep: Class 11 contains 52197 members 
Mstep: Class 13 contains 62549 members 
Mstep: Class 15 contains 26774 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107190 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787584.000000 Penalty: 32109.041016
Iteration 435Q: 16 clusters Score -6.578758e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 14284 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43468 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 44888 members 
Mstep: Class 8 contains 80996 members 
Mstep: Class 11 contains 52158 members 
Mstep: Class 13 contains 62561 members 
Mstep: Class 15 contains 26774 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107203 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787584.000000 Penalty: 32109.041016
Iteration 436Q: 16 clusters Score -6.578758e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 27719 members 
Mstep: Class 4 contains 43467 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6662 members 
Mstep: Class 7 contains 44900 members 
Mstep: Class 8 contains 80991 members 
Mstep: Class 11 contains 52138 members 
Mstep: Class 13 contains 62577 members 
Mstep: Class 15 contains 26772 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107203 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787688.000000 Penalty: 32109.041016
Iteration 437Q: 16 clusters Score -6.578769e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 27718 members 
Mstep: Class 4 contains 43471 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6665 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 80991 members 
Mstep: Class 11 contains 52109 members 
Mstep: Class 13 contains 62591 members 
Mstep: Class 15 contains 26772 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107212 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787628.000000 Penalty: 32109.041016
Iteration 438Q: 16 clusters Score -6.578763e+07 nChanged 399
Entering ConstructFrom: 
Score: -65787628.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Entering Unmasked Estep 
Score: -6604250.000000 Penalty: 1762.061523
	Iteration 0F: 2 clusters Score -6604250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -6571128.000000 Penalty: 3524.123047
	Iteration 0F: 3 clusters Score -6571128 nChanged 23979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -6584520.000000 Penalty: 3524.123047
	Iteration 1F: 3 clusters Score -6584520 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -6585074.000000 Penalty: 3524.123047
	Iteration 2Q: 3 clusters Score -6585074 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -6585904.000000 Penalty: 3524.123047
	Iteration 3Q: 3 clusters Score -6585904 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -6587228.500000 Penalty: 3524.123047
	Iteration 4F: 3 clusters Score -6587228 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -6589415.000000 Penalty: 3524.123047
	Iteration 5F: 3 clusters Score -6589415 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -6592661.500000 Penalty: 3524.123047
	Iteration 6F: 3 clusters Score -6592662 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -6596058.500000 Penalty: 3524.123047
	Iteration 7F: 3 clusters Score -6596058 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -6598542.500000 Penalty: 3524.123047
	Iteration 8F: 3 clusters Score -6598542 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6600073.500000 Penalty: 3524.123047
	Iteration 9Q: 3 clusters Score -6600074 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6601026.000000 Penalty: 3524.123047
	Iteration 10Q: 3 clusters Score -6601026 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6601641.500000 Penalty: 3524.123047
	Iteration 11Q: 3 clusters Score -6601642 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -6602033.500000 Penalty: 3524.123047
	Iteration 12Q: 3 clusters Score -6602034 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6602283.500000 Penalty: 3524.123047
	Iteration 13Q: 3 clusters Score -6602284 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -6602451.500000 Penalty: 3524.123047
	Iteration 14Q: 3 clusters Score -6602452 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -6602542.500000 Penalty: 3524.123047
	Iteration 15Q: 3 clusters Score -6602542 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6602596.500000 Penalty: 3524.123047
	Iteration 16Q: 3 clusters Score -6602596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -6602607.000000 Penalty: 3524.123047
	Iteration 17Q: 3 clusters Score -6602607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -6602619.500000 Penalty: 3524.123047
	Iteration 18Q: 3 clusters Score -6602620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -6602651.000000 Penalty: 3524.123047
	Iteration 19Q: 3 clusters Score -6602651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -6602680.500000 Penalty: 3524.123047
	Iteration 20F: 3 clusters Score -6602680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -6602713.500000 Penalty: 3524.123047
	Iteration 21Q: 3 clusters Score -6602714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -6602725.000000 Penalty: 3524.123047
	Iteration 22Q: 3 clusters Score -6602725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6602742.000000 Penalty: 3524.123047
	Iteration 23Q: 3 clusters Score -6602742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -6602769.500000 Penalty: 3524.123047
	Iteration 24Q: 3 clusters Score -6602770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6602794.000000 Penalty: 3524.123047
	Iteration 25Q: 3 clusters Score -6602794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6602820.500000 Penalty: 3524.123047
	Iteration 26Q: 3 clusters Score -6602820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -6602874.500000 Penalty: 3524.123047
	Iteration 27Q: 3 clusters Score -6602874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6602919.000000 Penalty: 3524.123047
	Iteration 28Q: 3 clusters Score -6602919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6602966.500000 Penalty: 3524.123047
	Iteration 29Q: 3 clusters Score -6602966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -6603014.500000 Penalty: 3524.123047
	Iteration 30Q: 3 clusters Score -6603014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -6603033.500000 Penalty: 3524.123047
	Iteration 31Q: 3 clusters Score -6603034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -6603049.500000 Penalty: 3524.123047
	Iteration 32Q: 3 clusters Score -6603050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -6603069.000000 Penalty: 3524.123047
	Iteration 33Q: 3 clusters Score -6603069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -6603089.500000 Penalty: 3524.123047
	Iteration 34Q: 3 clusters Score -6603090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -6603111.500000 Penalty: 3524.123047
	Iteration 35Q: 3 clusters Score -6603112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -6603123.000000 Penalty: 3524.123047
	Iteration 36Q: 3 clusters Score -6603123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -6603122.000000 Penalty: 3524.123047
	Iteration 37Q: 3 clusters Score -6603122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -6603127.000000 Penalty: 3524.123047
	Iteration 38Q: 3 clusters Score -6603127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -6603125.000000 Penalty: 3524.123047
	Iteration 39Q: 3 clusters Score -6603125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -6603121.000000 Penalty: 3524.123047
	Iteration 40F: 3 clusters Score -6603121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -6603129.500000 Penalty: 3524.123047
	Iteration 41Q: 3 clusters Score -6603130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6603127.500000 Penalty: 3524.123047
	Iteration 42Q: 3 clusters Score -6603128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -6603129.000000 Penalty: 3524.123047
	Iteration 43Q: 3 clusters Score -6603129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6603130.500000 Penalty: 3524.123047
	Iteration 44Q: 3 clusters Score -6603130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -6603129.000000 Penalty: 3524.123047
	Iteration 45Q: 3 clusters Score -6603129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -6603129.000000 Penalty: 3524.123047
	Iteration 46Q: 3 clusters Score -6603129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -6603133.500000 Penalty: 3524.123047
	Iteration 47Q: 3 clusters Score -6603134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -6603132.000000 Penalty: 3524.123047
	Iteration 48Q: 3 clusters Score -6603132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -6603130.000000 Penalty: 3524.123047
	Iteration 49Q: 3 clusters Score -6603130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -6603131.000000 Penalty: 3524.123047
	Iteration 50Q: 3 clusters Score -6603131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -6603127.500000 Penalty: 3524.123047
	Iteration 51Q: 3 clusters Score -6603128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6603127.500000 Penalty: 3524.123047
	Iteration 52Q: 3 clusters Score -6603128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6603132.500000 Penalty: 3524.123047
	Iteration 53Q: 3 clusters Score -6603132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6603138.000000 Penalty: 3524.123047
	Iteration 54Q: 3 clusters Score -6603138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6603136.500000 Penalty: 3524.123047
	Iteration 55Q: 3 clusters Score -6603136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -6603136.000000 Penalty: 3524.123047
	Iteration 56Q: 3 clusters Score -6603136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -6603140.500000 Penalty: 3524.123047
	Iteration 57Q: 3 clusters Score -6603140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -6603140.500000 Penalty: 3524.123047
	Iteration 58F: 3 clusters Score -6603140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Entering Unmasked Estep 
Score: -1829293.875000 Penalty: 1554.404175
	Iteration 0F: 2 clusters Score -1829294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1819350.875000 Penalty: 3108.808350
	Iteration 0F: 3 clusters Score -1819351 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1822755.250000 Penalty: 3108.808350
	Iteration 1F: 3 clusters Score -1822755 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1823002.375000 Penalty: 3108.808350
	Iteration 2F: 3 clusters Score -1823002 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1823210.875000 Penalty: 3108.808350
	Iteration 3Q: 3 clusters Score -1823211 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1823405.500000 Penalty: 3108.808350
	Iteration 4Q: 3 clusters Score -1823406 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1823579.375000 Penalty: 3108.808350
	Iteration 5Q: 3 clusters Score -1823579 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1823778.125000 Penalty: 3108.808350
	Iteration 6Q: 3 clusters Score -1823778 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1823992.250000 Penalty: 3108.808350
	Iteration 7Q: 3 clusters Score -1823992 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1824282.750000 Penalty: 3108.808350
	Iteration 8Q: 3 clusters Score -1824283 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1824675.000000 Penalty: 3108.808350
	Iteration 9Q: 3 clusters Score -1824675 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1825188.750000 Penalty: 3108.808350
	Iteration 10Q: 3 clusters Score -1825189 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1825706.250000 Penalty: 3108.808350
	Iteration 11F: 3 clusters Score -1825706 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1826060.875000 Penalty: 3108.808350
	Iteration 12Q: 3 clusters Score -1826061 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1826216.125000 Penalty: 3108.808350
	Iteration 13Q: 3 clusters Score -1826216 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1826290.500000 Penalty: 3108.808350
	Iteration 14Q: 3 clusters Score -1826290 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1826335.500000 Penalty: 3108.808350
	Iteration 15Q: 3 clusters Score -1826336 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1826375.125000 Penalty: 3108.808350
	Iteration 16Q: 3 clusters Score -1826375 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1826401.750000 Penalty: 3108.808350
	Iteration 17Q: 3 clusters Score -1826402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1826439.375000 Penalty: 3108.808350
	Iteration 18Q: 3 clusters Score -1826439 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1826465.000000 Penalty: 3108.808350
	Iteration 19Q: 3 clusters Score -1826465 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1826507.250000 Penalty: 3108.808350
	Iteration 20F: 3 clusters Score -1826507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1826533.250000 Penalty: 3108.808350
	Iteration 21Q: 3 clusters Score -1826533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1826560.875000 Penalty: 3108.808350
	Iteration 22Q: 3 clusters Score -1826561 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1826586.000000 Penalty: 3108.808350
	Iteration 23Q: 3 clusters Score -1826586 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1826610.125000 Penalty: 3108.808350
	Iteration 24Q: 3 clusters Score -1826610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1826644.750000 Penalty: 3108.808350
	Iteration 25Q: 3 clusters Score -1826645 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1826676.125000 Penalty: 3108.808350
	Iteration 26Q: 3 clusters Score -1826676 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1826723.875000 Penalty: 3108.808350
	Iteration 27Q: 3 clusters Score -1826724 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1826757.750000 Penalty: 3108.808350
	Iteration 28Q: 3 clusters Score -1826758 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1826803.250000 Penalty: 3108.808350
	Iteration 29Q: 3 clusters Score -1826803 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1826841.125000 Penalty: 3108.808350
	Iteration 30Q: 3 clusters Score -1826841 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1826876.250000 Penalty: 3108.808350
	Iteration 31Q: 3 clusters Score -1826876 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1826912.000000 Penalty: 3108.808350
	Iteration 32Q: 3 clusters Score -1826912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1826947.875000 Penalty: 3108.808350
	Iteration 33Q: 3 clusters Score -1826948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1826965.625000 Penalty: 3108.808350
	Iteration 34Q: 3 clusters Score -1826966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1826992.875000 Penalty: 3108.808350
	Iteration 35Q: 3 clusters Score -1826993 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1827016.625000 Penalty: 3108.808350
	Iteration 36Q: 3 clusters Score -1827017 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1827035.125000 Penalty: 3108.808350
	Iteration 37Q: 3 clusters Score -1827035 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1827056.125000 Penalty: 3108.808350
	Iteration 38Q: 3 clusters Score -1827056 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1827080.375000 Penalty: 3108.808350
	Iteration 39Q: 3 clusters Score -1827080 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1827107.625000 Penalty: 3108.808350
	Iteration 40F: 3 clusters Score -1827108 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1827151.875000 Penalty: 3108.808350
	Iteration 41Q: 3 clusters Score -1827152 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1827182.375000 Penalty: 3108.808350
	Iteration 42Q: 3 clusters Score -1827182 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1827213.000000 Penalty: 3108.808350
	Iteration 43Q: 3 clusters Score -1827213 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1827245.750000 Penalty: 3108.808350
	Iteration 44Q: 3 clusters Score -1827246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1827276.500000 Penalty: 3108.808350
	Iteration 45Q: 3 clusters Score -1827276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1827297.250000 Penalty: 3108.808350
	Iteration 46Q: 3 clusters Score -1827297 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1827322.750000 Penalty: 3108.808350
	Iteration 47Q: 3 clusters Score -1827323 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1827340.625000 Penalty: 3108.808350
	Iteration 48Q: 3 clusters Score -1827341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1827351.875000 Penalty: 3108.808350
	Iteration 49Q: 3 clusters Score -1827352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1827366.875000 Penalty: 3108.808350
	Iteration 50Q: 3 clusters Score -1827367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1827375.250000 Penalty: 3108.808350
	Iteration 51Q: 3 clusters Score -1827375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1827397.750000 Penalty: 3108.808350
	Iteration 52Q: 3 clusters Score -1827398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1827418.625000 Penalty: 3108.808350
	Iteration 53Q: 3 clusters Score -1827419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1827431.000000 Penalty: 3108.808350
	Iteration 54Q: 3 clusters Score -1827431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1827448.125000 Penalty: 3108.808350
	Iteration 55Q: 3 clusters Score -1827448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1827465.000000 Penalty: 3108.808350
	Iteration 56Q: 3 clusters Score -1827465 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1827480.750000 Penalty: 3108.808350
	Iteration 57Q: 3 clusters Score -1827481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1827498.375000 Penalty: 3108.808350
	Iteration 58Q: 3 clusters Score -1827498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1827519.125000 Penalty: 3108.808350
	Iteration 59Q: 3 clusters Score -1827519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1827532.375000 Penalty: 3108.808350
	Iteration 60F: 3 clusters Score -1827532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1827549.500000 Penalty: 3108.808350
	Iteration 61Q: 3 clusters Score -1827550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1827556.875000 Penalty: 3108.808350
	Iteration 62Q: 3 clusters Score -1827557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1827573.000000 Penalty: 3108.808350
	Iteration 63Q: 3 clusters Score -1827573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1827583.500000 Penalty: 3108.808350
	Iteration 64Q: 3 clusters Score -1827584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1827590.875000 Penalty: 3108.808350
	Iteration 65Q: 3 clusters Score -1827591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1827598.875000 Penalty: 3108.808350
	Iteration 66Q: 3 clusters Score -1827599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1827603.750000 Penalty: 3108.808350
	Iteration 67Q: 3 clusters Score -1827604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1827608.250000 Penalty: 3108.808350
	Iteration 68Q: 3 clusters Score -1827608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1827618.875000 Penalty: 3108.808350
	Iteration 69Q: 3 clusters Score -1827619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1827621.250000 Penalty: 3108.808350
	Iteration 70Q: 3 clusters Score -1827621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1827629.125000 Penalty: 3108.808350
	Iteration 71Q: 3 clusters Score -1827629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1827637.875000 Penalty: 3108.808350
	Iteration 72Q: 3 clusters Score -1827638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1827643.000000 Penalty: 3108.808350
	Iteration 73Q: 3 clusters Score -1827643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1827649.625000 Penalty: 3108.808350
	Iteration 74Q: 3 clusters Score -1827650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1827652.250000 Penalty: 3108.808350
	Iteration 75Q: 3 clusters Score -1827652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1827655.625000 Penalty: 3108.808350
	Iteration 76Q: 3 clusters Score -1827656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1827659.125000 Penalty: 3108.808350
	Iteration 77Q: 3 clusters Score -1827659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1827665.250000 Penalty: 3108.808350
	Iteration 78Q: 3 clusters Score -1827665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1827673.625000 Penalty: 3108.808350
	Iteration 79Q: 3 clusters Score -1827674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1827676.750000 Penalty: 3108.808350
	Iteration 80F: 3 clusters Score -1827677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1827682.250000 Penalty: 3108.808350
	Iteration 81Q: 3 clusters Score -1827682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1827683.500000 Penalty: 3108.808350
	Iteration 82Q: 3 clusters Score -1827684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1827689.500000 Penalty: 3108.808350
	Iteration 83Q: 3 clusters Score -1827690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1827692.750000 Penalty: 3108.808350
	Iteration 84Q: 3 clusters Score -1827693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1827696.750000 Penalty: 3108.808350
	Iteration 85Q: 3 clusters Score -1827697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1827704.875000 Penalty: 3108.808350
	Iteration 86Q: 3 clusters Score -1827705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1827714.250000 Penalty: 3108.808350
	Iteration 87Q: 3 clusters Score -1827714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1827723.125000 Penalty: 3108.808350
	Iteration 88Q: 3 clusters Score -1827723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1827720.500000 Penalty: 3108.808350
	Iteration 89Q: 3 clusters Score -1827720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1827728.625000 Penalty: 3108.808350
	Iteration 90Q: 3 clusters Score -1827729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1827732.750000 Penalty: 3108.808350
	Iteration 91Q: 3 clusters Score -1827733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1827740.250000 Penalty: 3108.808350
	Iteration 92Q: 3 clusters Score -1827740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1827750.125000 Penalty: 3108.808350
	Iteration 93Q: 3 clusters Score -1827750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1827756.125000 Penalty: 3108.808350
	Iteration 94Q: 3 clusters Score -1827756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1827768.250000 Penalty: 3108.808350
	Iteration 95Q: 3 clusters Score -1827768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1827779.750000 Penalty: 3108.808350
	Iteration 96Q: 3 clusters Score -1827780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1827786.000000 Penalty: 3108.808350
	Iteration 97Q: 3 clusters Score -1827786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1827802.250000 Penalty: 3108.808350
	Iteration 98Q: 3 clusters Score -1827802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1827818.375000 Penalty: 3108.808350
	Iteration 99Q: 3 clusters Score -1827818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1827831.375000 Penalty: 3108.808350
	Iteration 100F: 3 clusters Score -1827831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1827842.875000 Penalty: 3108.808350
	Iteration 101Q: 3 clusters Score -1827843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1827847.500000 Penalty: 3108.808350
	Iteration 102Q: 3 clusters Score -1827848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1827853.125000 Penalty: 3108.808350
	Iteration 103Q: 3 clusters Score -1827853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1827857.500000 Penalty: 3108.808350
	Iteration 104Q: 3 clusters Score -1827858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1827866.875000 Penalty: 3108.808350
	Iteration 105Q: 3 clusters Score -1827867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1827871.875000 Penalty: 3108.808350
	Iteration 106Q: 3 clusters Score -1827872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1827879.750000 Penalty: 3108.808350
	Iteration 107Q: 3 clusters Score -1827880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1827887.250000 Penalty: 3108.808350
	Iteration 108Q: 3 clusters Score -1827887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1827890.000000 Penalty: 3108.808350
	Iteration 109Q: 3 clusters Score -1827890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1827891.625000 Penalty: 3108.808350
	Iteration 110Q: 3 clusters Score -1827892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1827895.875000 Penalty: 3108.808350
	Iteration 111Q: 3 clusters Score -1827896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1827898.375000 Penalty: 3108.808350
	Iteration 112Q: 3 clusters Score -1827898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1827899.375000 Penalty: 3108.808350
	Iteration 113Q: 3 clusters Score -1827899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1827900.500000 Penalty: 3108.808350
	Iteration 114Q: 3 clusters Score -1827900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1827901.250000 Penalty: 3108.808350
	Iteration 115Q: 3 clusters Score -1827901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1827901.000000 Penalty: 3108.808350
	Iteration 116Q: 3 clusters Score -1827901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1827902.875000 Penalty: 3108.808350
	Iteration 117Q: 3 clusters Score -1827903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1827904.125000 Penalty: 3108.808350
	Iteration 118Q: 3 clusters Score -1827904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1827903.250000 Penalty: 3108.808350
	Iteration 119Q: 3 clusters Score -1827903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1827901.000000 Penalty: 3108.808350
	Iteration 120F: 3 clusters Score -1827901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Entering Unmasked Estep 
Score: -3440956.500000 Penalty: 1662.360352
	Iteration 0F: 2 clusters Score -3440956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3422302.250000 Penalty: 3324.720703
	Iteration 0F: 3 clusters Score -3422302 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3429127.250000 Penalty: 3324.720703
	Iteration 1F: 3 clusters Score -3429127 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3429421.000000 Penalty: 3324.720703
	Iteration 2Q: 3 clusters Score -3429421 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3429690.250000 Penalty: 3324.720703
	Iteration 3Q: 3 clusters Score -3429690 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3429925.000000 Penalty: 3324.720703
	Iteration 4Q: 3 clusters Score -3429925 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3430170.250000 Penalty: 3324.720703
	Iteration 5Q: 3 clusters Score -3430170 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3430404.750000 Penalty: 3324.720703
	Iteration 6Q: 3 clusters Score -3430405 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3430684.750000 Penalty: 3324.720703
	Iteration 7Q: 3 clusters Score -3430685 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3430999.750000 Penalty: 3324.720703
	Iteration 8Q: 3 clusters Score -3431000 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3431464.250000 Penalty: 3324.720703
	Iteration 9Q: 3 clusters Score -3431464 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3432049.500000 Penalty: 3324.720703
	Iteration 10Q: 3 clusters Score -3432050 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3432829.500000 Penalty: 3324.720703
	Iteration 11Q: 3 clusters Score -3432830 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3433681.750000 Penalty: 3324.720703
	Iteration 12Q: 3 clusters Score -3433682 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3434319.250000 Penalty: 3324.720703
	Iteration 13Q: 3 clusters Score -3434319 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3434568.500000 Penalty: 3324.720703
	Iteration 14Q: 3 clusters Score -3434568 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3434698.500000 Penalty: 3324.720703
	Iteration 15Q: 3 clusters Score -3434698 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3434762.250000 Penalty: 3324.720703
	Iteration 16Q: 3 clusters Score -3434762 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3434791.500000 Penalty: 3324.720703
	Iteration 17Q: 3 clusters Score -3434792 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3434805.750000 Penalty: 3324.720703
	Iteration 18Q: 3 clusters Score -3434806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3434842.250000 Penalty: 3324.720703
	Iteration 19Q: 3 clusters Score -3434842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3434872.000000 Penalty: 3324.720703
	Iteration 20F: 3 clusters Score -3434872 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3434886.250000 Penalty: 3324.720703
	Iteration 21Q: 3 clusters Score -3434886 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3434906.250000 Penalty: 3324.720703
	Iteration 22Q: 3 clusters Score -3434906 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3434931.750000 Penalty: 3324.720703
	Iteration 23Q: 3 clusters Score -3434932 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3434974.250000 Penalty: 3324.720703
	Iteration 24Q: 3 clusters Score -3434974 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3435018.250000 Penalty: 3324.720703
	Iteration 25Q: 3 clusters Score -3435018 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3435046.750000 Penalty: 3324.720703
	Iteration 26Q: 3 clusters Score -3435047 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3435062.250000 Penalty: 3324.720703
	Iteration 27Q: 3 clusters Score -3435062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3435099.250000 Penalty: 3324.720703
	Iteration 28Q: 3 clusters Score -3435099 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3435147.250000 Penalty: 3324.720703
	Iteration 29Q: 3 clusters Score -3435147 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3435176.500000 Penalty: 3324.720703
	Iteration 30Q: 3 clusters Score -3435176 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3435214.250000 Penalty: 3324.720703
	Iteration 31Q: 3 clusters Score -3435214 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3435250.750000 Penalty: 3324.720703
	Iteration 32Q: 3 clusters Score -3435251 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3435307.000000 Penalty: 3324.720703
	Iteration 33Q: 3 clusters Score -3435307 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3435373.500000 Penalty: 3324.720703
	Iteration 34Q: 3 clusters Score -3435374 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3435458.250000 Penalty: 3324.720703
	Iteration 35Q: 3 clusters Score -3435458 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3435545.500000 Penalty: 3324.720703
	Iteration 36Q: 3 clusters Score -3435546 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3435630.000000 Penalty: 3324.720703
	Iteration 37Q: 3 clusters Score -3435630 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3435738.000000 Penalty: 3324.720703
	Iteration 38Q: 3 clusters Score -3435738 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3435839.750000 Penalty: 3324.720703
	Iteration 39Q: 3 clusters Score -3435840 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3435977.750000 Penalty: 3324.720703
	Iteration 40F: 3 clusters Score -3435978 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3436123.250000 Penalty: 3324.720703
	Iteration 41Q: 3 clusters Score -3436123 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3436278.000000 Penalty: 3324.720703
	Iteration 42Q: 3 clusters Score -3436278 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3436473.750000 Penalty: 3324.720703
	Iteration 43Q: 3 clusters Score -3436474 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3436682.000000 Penalty: 3324.720703
	Iteration 44Q: 3 clusters Score -3436682 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3436918.250000 Penalty: 3324.720703
	Iteration 45Q: 3 clusters Score -3436918 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3437147.750000 Penalty: 3324.720703
	Iteration 46Q: 3 clusters Score -3437148 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3437393.250000 Penalty: 3324.720703
	Iteration 47Q: 3 clusters Score -3437393 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3437649.750000 Penalty: 3324.720703
	Iteration 48Q: 3 clusters Score -3437650 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3437923.250000 Penalty: 3324.720703
	Iteration 49Q: 3 clusters Score -3437923 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3438196.000000 Penalty: 3324.720703
	Iteration 50Q: 3 clusters Score -3438196 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3438474.750000 Penalty: 3324.720703
	Iteration 51Q: 3 clusters Score -3438475 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3438705.000000 Penalty: 3324.720703
	Iteration 52Q: 3 clusters Score -3438705 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3438872.250000 Penalty: 3324.720703
	Iteration 53Q: 3 clusters Score -3438872 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3439052.750000 Penalty: 3324.720703
	Iteration 54Q: 3 clusters Score -3439053 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3439160.500000 Penalty: 3324.720703
	Iteration 55Q: 3 clusters Score -3439160 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3439244.500000 Penalty: 3324.720703
	Iteration 56Q: 3 clusters Score -3439244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3439296.250000 Penalty: 3324.720703
	Iteration 57Q: 3 clusters Score -3439296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3439337.500000 Penalty: 3324.720703
	Iteration 58Q: 3 clusters Score -3439338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3439382.500000 Penalty: 3324.720703
	Iteration 59Q: 3 clusters Score -3439382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3439416.250000 Penalty: 3324.720703
	Iteration 60F: 3 clusters Score -3439416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3439446.750000 Penalty: 3324.720703
	Iteration 61Q: 3 clusters Score -3439447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3439472.500000 Penalty: 3324.720703
	Iteration 62Q: 3 clusters Score -3439472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3439487.750000 Penalty: 3324.720703
	Iteration 63Q: 3 clusters Score -3439488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3439499.500000 Penalty: 3324.720703
	Iteration 64Q: 3 clusters Score -3439500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3439513.250000 Penalty: 3324.720703
	Iteration 65Q: 3 clusters Score -3439513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3439520.750000 Penalty: 3324.720703
	Iteration 66Q: 3 clusters Score -3439521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3439522.500000 Penalty: 3324.720703
	Iteration 67Q: 3 clusters Score -3439522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3439524.000000 Penalty: 3324.720703
	Iteration 68Q: 3 clusters Score -3439524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3439530.000000 Penalty: 3324.720703
	Iteration 69Q: 3 clusters Score -3439530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3439527.250000 Penalty: 3324.720703
	Iteration 70Q: 3 clusters Score -3439527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3439529.250000 Penalty: 3324.720703
	Iteration 71Q: 3 clusters Score -3439529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3439531.250000 Penalty: 3324.720703
	Iteration 72Q: 3 clusters Score -3439531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3439529.500000 Penalty: 3324.720703
	Iteration 73Q: 3 clusters Score -3439530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3439532.250000 Penalty: 3324.720703
	Iteration 74Q: 3 clusters Score -3439532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3439532.250000 Penalty: 3324.720703
	Iteration 75F: 3 clusters Score -3439532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Entering Unmasked Estep 
Score: -5500282.000000 Penalty: 1735.531494
	Iteration 0F: 2 clusters Score -5500282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5471197.000000 Penalty: 3471.062988
	Iteration 0F: 3 clusters Score -5471197 nChanged 20208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5482558.000000 Penalty: 3471.062988
	Iteration 1F: 3 clusters Score -5482558 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -5482929.000000 Penalty: 3471.062988
	Iteration 2Q: 3 clusters Score -5482929 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5483332.500000 Penalty: 3471.062988
	Iteration 3Q: 3 clusters Score -5483332 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -5483789.000000 Penalty: 3471.062988
	Iteration 4Q: 3 clusters Score -5483789 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -5484369.500000 Penalty: 3471.062988
	Iteration 5Q: 3 clusters Score -5484370 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5485114.000000 Penalty: 3471.062988
	Iteration 6Q: 3 clusters Score -5485114 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -5486137.000000 Penalty: 3471.062988
	Iteration 7Q: 3 clusters Score -5486137 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5487618.500000 Penalty: 3471.062988
	Iteration 8F: 3 clusters Score -5487618 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5489543.000000 Penalty: 3471.062988
	Iteration 9F: 3 clusters Score -5489543 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5491333.000000 Penalty: 3471.062988
	Iteration 10F: 3 clusters Score -5491333 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5492480.000000 Penalty: 3471.062988
	Iteration 11F: 3 clusters Score -5492480 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -5493044.000000 Penalty: 3471.062988
	Iteration 12Q: 3 clusters Score -5493044 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5493422.000000 Penalty: 3471.062988
	Iteration 13Q: 3 clusters Score -5493422 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -5493716.500000 Penalty: 3471.062988
	Iteration 14Q: 3 clusters Score -5493716 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5494025.500000 Penalty: 3471.062988
	Iteration 15Q: 3 clusters Score -5494026 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -5494229.000000 Penalty: 3471.062988
	Iteration 16Q: 3 clusters Score -5494229 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -5494474.000000 Penalty: 3471.062988
	Iteration 17Q: 3 clusters Score -5494474 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -5494665.500000 Penalty: 3471.062988
	Iteration 18Q: 3 clusters Score -5494666 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5494838.500000 Penalty: 3471.062988
	Iteration 19Q: 3 clusters Score -5494838 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -5495025.500000 Penalty: 3471.062988
	Iteration 20F: 3 clusters Score -5495026 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -5495162.000000 Penalty: 3471.062988
	Iteration 21Q: 3 clusters Score -5495162 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -5495279.000000 Penalty: 3471.062988
	Iteration 22Q: 3 clusters Score -5495279 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -5495367.000000 Penalty: 3471.062988
	Iteration 23Q: 3 clusters Score -5495367 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5495466.000000 Penalty: 3471.062988
	Iteration 24Q: 3 clusters Score -5495466 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5495554.500000 Penalty: 3471.062988
	Iteration 25Q: 3 clusters Score -5495554 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -5495636.000000 Penalty: 3471.062988
	Iteration 26Q: 3 clusters Score -5495636 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -5495749.000000 Penalty: 3471.062988
	Iteration 27Q: 3 clusters Score -5495749 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -5495829.500000 Penalty: 3471.062988
	Iteration 28Q: 3 clusters Score -5495830 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -5495936.000000 Penalty: 3471.062988
	Iteration 29Q: 3 clusters Score -5495936 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -5496048.000000 Penalty: 3471.062988
	Iteration 30Q: 3 clusters Score -5496048 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -5496171.500000 Penalty: 3471.062988
	Iteration 31Q: 3 clusters Score -5496172 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -5496309.000000 Penalty: 3471.062988
	Iteration 32Q: 3 clusters Score -5496309 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -5496456.000000 Penalty: 3471.062988
	Iteration 33Q: 3 clusters Score -5496456 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -5496639.500000 Penalty: 3471.062988
	Iteration 34Q: 3 clusters Score -5496640 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -5496869.500000 Penalty: 3471.062988
	Iteration 35Q: 3 clusters Score -5496870 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -5497099.500000 Penalty: 3471.062988
	Iteration 36Q: 3 clusters Score -5497100 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -5497336.500000 Penalty: 3471.062988
	Iteration 37Q: 3 clusters Score -5497336 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -5497567.000000 Penalty: 3471.062988
	Iteration 38Q: 3 clusters Score -5497567 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -5497802.500000 Penalty: 3471.062988
	Iteration 39Q: 3 clusters Score -5497802 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -5497948.500000 Penalty: 3471.062988
	Iteration 40F: 3 clusters Score -5497948 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -5498098.500000 Penalty: 3471.062988
	Iteration 41Q: 3 clusters Score -5498098 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -5498220.000000 Penalty: 3471.062988
	Iteration 42Q: 3 clusters Score -5498220 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -5498356.500000 Penalty: 3471.062988
	Iteration 43Q: 3 clusters Score -5498356 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -5498470.000000 Penalty: 3471.062988
	Iteration 44Q: 3 clusters Score -5498470 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -5498561.500000 Penalty: 3471.062988
	Iteration 45Q: 3 clusters Score -5498562 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -5498627.500000 Penalty: 3471.062988
	Iteration 46Q: 3 clusters Score -5498628 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -5498707.000000 Penalty: 3471.062988
	Iteration 47Q: 3 clusters Score -5498707 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -5498744.500000 Penalty: 3471.062988
	Iteration 48Q: 3 clusters Score -5498744 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -5498802.000000 Penalty: 3471.062988
	Iteration 49Q: 3 clusters Score -5498802 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -5498846.500000 Penalty: 3471.062988
	Iteration 50Q: 3 clusters Score -5498846 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -5498870.500000 Penalty: 3471.062988
	Iteration 51Q: 3 clusters Score -5498870 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -5498889.000000 Penalty: 3471.062988
	Iteration 52Q: 3 clusters Score -5498889 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -5498898.500000 Penalty: 3471.062988
	Iteration 53Q: 3 clusters Score -5498898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -5498912.000000 Penalty: 3471.062988
	Iteration 54Q: 3 clusters Score -5498912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -5498916.500000 Penalty: 3471.062988
	Iteration 55Q: 3 clusters Score -5498916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5498934.000000 Penalty: 3471.062988
	Iteration 56Q: 3 clusters Score -5498934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -5498943.500000 Penalty: 3471.062988
	Iteration 57Q: 3 clusters Score -5498944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -5498959.000000 Penalty: 3471.062988
	Iteration 58Q: 3 clusters Score -5498959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -5498966.500000 Penalty: 3471.062988
	Iteration 59Q: 3 clusters Score -5498966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -5498975.500000 Penalty: 3471.062988
	Iteration 60F: 3 clusters Score -5498976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -5498974.500000 Penalty: 3471.062988
	Iteration 61Q: 3 clusters Score -5498974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -5498973.000000 Penalty: 3471.062988
	Iteration 62Q: 3 clusters Score -5498973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -5498976.000000 Penalty: 3471.062988
	Iteration 63Q: 3 clusters Score -5498976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5498976.000000 Penalty: 3471.062988
	Iteration 64Q: 3 clusters Score -5498976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -5498980.000000 Penalty: 3471.062988
	Iteration 65Q: 3 clusters Score -5498980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -5498989.500000 Penalty: 3471.062988
	Iteration 66Q: 3 clusters Score -5498990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -5498989.500000 Penalty: 3471.062988
	Iteration 67Q: 3 clusters Score -5498990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -5498981.500000 Penalty: 3471.062988
	Iteration 68Q: 3 clusters Score -5498982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -5498986.000000 Penalty: 3471.062988
	Iteration 69Q: 3 clusters Score -5498986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -5498988.000000 Penalty: 3471.062988
	Iteration 70Q: 3 clusters Score -5498988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -5498993.000000 Penalty: 3471.062988
	Iteration 71Q: 3 clusters Score -5498993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5498993.000000 Penalty: 3471.062988
	Iteration 72Q: 3 clusters Score -5498993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5499001.000000 Penalty: 3471.062988
	Iteration 73Q: 3 clusters Score -5499001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -5498998.500000 Penalty: 3471.062988
	Iteration 74Q: 3 clusters Score -5498998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -5498997.000000 Penalty: 3471.062988
	Iteration 75Q: 3 clusters Score -5498997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -5498992.500000 Penalty: 3471.062988
	Iteration 76Q: 3 clusters Score -5498992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -5498997.500000 Penalty: 3471.062988
	Iteration 77Q: 3 clusters Score -5498998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -5498997.000000 Penalty: 3471.062988
	Iteration 78Q: 3 clusters Score -5498997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5499008.500000 Penalty: 3471.062988
	Iteration 79Q: 3 clusters Score -5499008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -5499000.500000 Penalty: 3471.062988
	Iteration 80F: 3 clusters Score -5499000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -5499016.000000 Penalty: 3471.062988
	Iteration 81Q: 3 clusters Score -5499016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -5499018.000000 Penalty: 3471.062988
	Iteration 82Q: 3 clusters Score -5499018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -5499010.000000 Penalty: 3471.062988
	Iteration 83Q: 3 clusters Score -5499010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -5499014.500000 Penalty: 3471.062988
	Iteration 84Q: 3 clusters Score -5499014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -5499018.500000 Penalty: 3471.062988
	Iteration 85Q: 3 clusters Score -5499018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -5499021.500000 Penalty: 3471.062988
	Iteration 86Q: 3 clusters Score -5499022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5499017.000000 Penalty: 3471.062988
	Iteration 87Q: 3 clusters Score -5499017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5499028.500000 Penalty: 3471.062988
	Iteration 88Q: 3 clusters Score -5499028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5499028.500000 Penalty: 3471.062988
	Iteration 89Q: 3 clusters Score -5499028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -5499020.500000 Penalty: 3471.062988
	Iteration 90Q: 3 clusters Score -5499020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -5499016.500000 Penalty: 3471.062988
	Iteration 91Q: 3 clusters Score -5499016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5499030.000000 Penalty: 3471.062988
	Iteration 92Q: 3 clusters Score -5499030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5499039.000000 Penalty: 3471.062988
	Iteration 93Q: 3 clusters Score -5499039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5499043.000000 Penalty: 3471.062988
	Iteration 94Q: 3 clusters Score -5499043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -5499037.000000 Penalty: 3471.062988
	Iteration 95Q: 3 clusters Score -5499037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -5499030.500000 Penalty: 3471.062988
	Iteration 96Q: 3 clusters Score -5499030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -5499037.500000 Penalty: 3471.062988
	Iteration 97Q: 3 clusters Score -5499038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -5499029.000000 Penalty: 3471.062988
	Iteration 98Q: 3 clusters Score -5499029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -5499025.500000 Penalty: 3471.062988
	Iteration 99Q: 3 clusters Score -5499026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -5499030.000000 Penalty: 3471.062988
	Iteration 100F: 3 clusters Score -5499030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -5499031.000000 Penalty: 3471.062988
	Iteration 101Q: 3 clusters Score -5499031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -5499033.500000 Penalty: 3471.062988
	Iteration 102Q: 3 clusters Score -5499034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -5499035.000000 Penalty: 3471.062988
	Iteration 103Q: 3 clusters Score -5499035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -5499037.000000 Penalty: 3471.062988
	Iteration 104Q: 3 clusters Score -5499037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -5499039.000000 Penalty: 3471.062988
	Iteration 105Q: 3 clusters Score -5499039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5499036.500000 Penalty: 3471.062988
	Iteration 106Q: 3 clusters Score -5499036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -5499033.500000 Penalty: 3471.062988
	Iteration 107Q: 3 clusters Score -5499034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -5499032.500000 Penalty: 3471.062988
	Iteration 108Q: 3 clusters Score -5499032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -5499032.500000 Penalty: 3471.062988
	Iteration 109F: 3 clusters Score -5499032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -66263.140625 Penalty: 1029.446289
	Iteration 0F: 2 clusters Score -66263.14 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 302 members 
Entering Unmasked Estep 
Score: -65137.847656 Penalty: 2058.892578
	Iteration 0F: 3 clusters Score -65137.85 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65382.773438 Penalty: 2058.892578
	Iteration 1F: 3 clusters Score -65382.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65441.726562 Penalty: 2058.892578
	Iteration 2F: 3 clusters Score -65441.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65458.914062 Penalty: 2058.892578
	Iteration 3Q: 3 clusters Score -65458.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65474.738281 Penalty: 2058.892578
	Iteration 4Q: 3 clusters Score -65474.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65493.835938 Penalty: 2058.892578
	Iteration 5Q: 3 clusters Score -65493.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65513.445312 Penalty: 2058.892578
	Iteration 6Q: 3 clusters Score -65513.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65538.406250 Penalty: 2058.892578
	Iteration 7Q: 3 clusters Score -65538.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65549.328125 Penalty: 2058.892578
	Iteration 8Q: 3 clusters Score -65549.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65550.617188 Penalty: 2058.892578
	Iteration 9Q: 3 clusters Score -65550.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65551.859375 Penalty: 2058.892578
	Iteration 10Q: 3 clusters Score -65551.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65553.031250 Penalty: 2058.892578
	Iteration 11Q: 3 clusters Score -65553.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65554.984375 Penalty: 2058.892578
	Iteration 12Q: 3 clusters Score -65554.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65556.171875 Penalty: 2058.892578
	Iteration 13Q: 3 clusters Score -65556.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65556.171875 Penalty: 2058.892578
	Iteration 14F: 3 clusters Score -65556.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Entering Unmasked Estep 
Score: -843619.187500 Penalty: 1430.824829
	Iteration 0F: 2 clusters Score -843619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -838549.000000 Penalty: 2861.649658
	Iteration 0F: 3 clusters Score -838549 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -840073.687500 Penalty: 2861.649658
	Iteration 1F: 3 clusters Score -840073.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -840319.562500 Penalty: 2861.649658
	Iteration 2F: 3 clusters Score -840319.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -840528.875000 Penalty: 2861.649658
	Iteration 3F: 3 clusters Score -840528.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -840712.625000 Penalty: 2861.649658
	Iteration 4Q: 3 clusters Score -840712.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -840843.750000 Penalty: 2861.649658
	Iteration 5Q: 3 clusters Score -840843.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -840954.062500 Penalty: 2861.649658
	Iteration 6Q: 3 clusters Score -840954.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -841070.187500 Penalty: 2861.649658
	Iteration 7Q: 3 clusters Score -841070.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -841184.500000 Penalty: 2861.649658
	Iteration 8Q: 3 clusters Score -841184.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -841319.687500 Penalty: 2861.649658
	Iteration 9Q: 3 clusters Score -841319.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -841477.875000 Penalty: 2861.649658
	Iteration 10Q: 3 clusters Score -841477.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -841621.375000 Penalty: 2861.649658
	Iteration 11Q: 3 clusters Score -841621.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -841752.500000 Penalty: 2861.649658
	Iteration 12Q: 3 clusters Score -841752.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -841873.062500 Penalty: 2861.649658
	Iteration 13Q: 3 clusters Score -841873.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -841993.437500 Penalty: 2861.649658
	Iteration 14Q: 3 clusters Score -841993.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -842120.375000 Penalty: 2861.649658
	Iteration 15Q: 3 clusters Score -842120.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -842210.250000 Penalty: 2861.649658
	Iteration 16Q: 3 clusters Score -842210.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -842285.375000 Penalty: 2861.649658
	Iteration 17Q: 3 clusters Score -842285.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -842321.625000 Penalty: 2861.649658
	Iteration 18Q: 3 clusters Score -842321.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -842349.437500 Penalty: 2861.649658
	Iteration 19Q: 3 clusters Score -842349.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -842369.875000 Penalty: 2861.649658
	Iteration 20F: 3 clusters Score -842369.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -842385.687500 Penalty: 2861.649658
	Iteration 21Q: 3 clusters Score -842385.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -842400.750000 Penalty: 2861.649658
	Iteration 22Q: 3 clusters Score -842400.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -842421.500000 Penalty: 2861.649658
	Iteration 23Q: 3 clusters Score -842421.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -842438.062500 Penalty: 2861.649658
	Iteration 24Q: 3 clusters Score -842438.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -842453.125000 Penalty: 2861.649658
	Iteration 25Q: 3 clusters Score -842453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -842462.062500 Penalty: 2861.649658
	Iteration 26Q: 3 clusters Score -842462.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -842469.500000 Penalty: 2861.649658
	Iteration 27Q: 3 clusters Score -842469.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -842479.125000 Penalty: 2861.649658
	Iteration 28Q: 3 clusters Score -842479.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -842488.437500 Penalty: 2861.649658
	Iteration 29Q: 3 clusters Score -842488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -842492.312500 Penalty: 2861.649658
	Iteration 30Q: 3 clusters Score -842492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -842498.437500 Penalty: 2861.649658
	Iteration 31Q: 3 clusters Score -842498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -842501.875000 Penalty: 2861.649658
	Iteration 32Q: 3 clusters Score -842501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -842504.437500 Penalty: 2861.649658
	Iteration 33Q: 3 clusters Score -842504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -842504.187500 Penalty: 2861.649658
	Iteration 34Q: 3 clusters Score -842504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -842504.187500 Penalty: 2861.649658
	Iteration 35Q: 3 clusters Score -842504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -842504.187500 Penalty: 2861.649658
	Iteration 36F: 3 clusters Score -842504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Entering Unmasked Estep 
Score: -5768820.500000 Penalty: 1740.764038
	Iteration 0F: 2 clusters Score -5768820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5738916.500000 Penalty: 3481.528076
	Iteration 0F: 3 clusters Score -5738916 nChanged 20881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5750463.500000 Penalty: 3481.528076
	Iteration 1F: 3 clusters Score -5750464 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -5750963.000000 Penalty: 3481.528076
	Iteration 2Q: 3 clusters Score -5750963 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5751658.500000 Penalty: 3481.528076
	Iteration 3Q: 3 clusters Score -5751658 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -5752574.000000 Penalty: 3481.528076
	Iteration 4Q: 3 clusters Score -5752574 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -5754126.500000 Penalty: 3481.528076
	Iteration 5F: 3 clusters Score -5754126 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5756407.000000 Penalty: 3481.528076
	Iteration 6F: 3 clusters Score -5756407 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -5759401.000000 Penalty: 3481.528076
	Iteration 7F: 3 clusters Score -5759401 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -5762418.000000 Penalty: 3481.528076
	Iteration 8F: 3 clusters Score -5762418 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -5764323.500000 Penalty: 3481.528076
	Iteration 9F: 3 clusters Score -5764324 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5765212.000000 Penalty: 3481.528076
	Iteration 10Q: 3 clusters Score -5765212 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5765735.000000 Penalty: 3481.528076
	Iteration 11Q: 3 clusters Score -5765735 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -5766062.500000 Penalty: 3481.528076
	Iteration 12Q: 3 clusters Score -5766062 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -5766258.000000 Penalty: 3481.528076
	Iteration 13Q: 3 clusters Score -5766258 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5766404.500000 Penalty: 3481.528076
	Iteration 14Q: 3 clusters Score -5766404 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -5766493.000000 Penalty: 3481.528076
	Iteration 15Q: 3 clusters Score -5766493 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -5766556.000000 Penalty: 3481.528076
	Iteration 16Q: 3 clusters Score -5766556 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -5766608.500000 Penalty: 3481.528076
	Iteration 17Q: 3 clusters Score -5766608 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -5766672.500000 Penalty: 3481.528076
	Iteration 18Q: 3 clusters Score -5766672 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5766719.000000 Penalty: 3481.528076
	Iteration 19Q: 3 clusters Score -5766719 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -5766760.500000 Penalty: 3481.528076
	Iteration 20F: 3 clusters Score -5766760 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -5766798.000000 Penalty: 3481.528076
	Iteration 21Q: 3 clusters Score -5766798 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -5766834.000000 Penalty: 3481.528076
	Iteration 22Q: 3 clusters Score -5766834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5766859.000000 Penalty: 3481.528076
	Iteration 23Q: 3 clusters Score -5766859 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -5766889.500000 Penalty: 3481.528076
	Iteration 24Q: 3 clusters Score -5766890 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -5766916.000000 Penalty: 3481.528076
	Iteration 25Q: 3 clusters Score -5766916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -5766943.000000 Penalty: 3481.528076
	Iteration 26Q: 3 clusters Score -5766943 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -5766981.000000 Penalty: 3481.528076
	Iteration 27Q: 3 clusters Score -5766981 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5767003.000000 Penalty: 3481.528076
	Iteration 28Q: 3 clusters Score -5767003 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -5767019.500000 Penalty: 3481.528076
	Iteration 29Q: 3 clusters Score -5767020 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5767036.000000 Penalty: 3481.528076
	Iteration 30Q: 3 clusters Score -5767036 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -5767062.000000 Penalty: 3481.528076
	Iteration 31Q: 3 clusters Score -5767062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -5767071.500000 Penalty: 3481.528076
	Iteration 32Q: 3 clusters Score -5767072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -5767077.000000 Penalty: 3481.528076
	Iteration 33Q: 3 clusters Score -5767077 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5767101.000000 Penalty: 3481.528076
	Iteration 34Q: 3 clusters Score -5767101 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5767110.000000 Penalty: 3481.528076
	Iteration 35Q: 3 clusters Score -5767110 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -5767134.000000 Penalty: 3481.528076
	Iteration 36Q: 3 clusters Score -5767134 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5767153.500000 Penalty: 3481.528076
	Iteration 37Q: 3 clusters Score -5767154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -5767176.000000 Penalty: 3481.528076
	Iteration 38Q: 3 clusters Score -5767176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5767172.000000 Penalty: 3481.528076
	Iteration 39Q: 3 clusters Score -5767172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5767182.500000 Penalty: 3481.528076
	Iteration 40F: 3 clusters Score -5767182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5767194.500000 Penalty: 3481.528076
	Iteration 41Q: 3 clusters Score -5767194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5767199.000000 Penalty: 3481.528076
	Iteration 42Q: 3 clusters Score -5767199 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -5767202.000000 Penalty: 3481.528076
	Iteration 43Q: 3 clusters Score -5767202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5767214.500000 Penalty: 3481.528076
	Iteration 44Q: 3 clusters Score -5767214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5767216.500000 Penalty: 3481.528076
	Iteration 45Q: 3 clusters Score -5767216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -5767227.000000 Penalty: 3481.528076
	Iteration 46Q: 3 clusters Score -5767227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -5767227.500000 Penalty: 3481.528076
	Iteration 47Q: 3 clusters Score -5767228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5767244.500000 Penalty: 3481.528076
	Iteration 48Q: 3 clusters Score -5767244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5767247.500000 Penalty: 3481.528076
	Iteration 49Q: 3 clusters Score -5767248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -5767266.500000 Penalty: 3481.528076
	Iteration 50Q: 3 clusters Score -5767266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5767255.500000 Penalty: 3481.528076
	Iteration 51Q: 3 clusters Score -5767256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5767275.500000 Penalty: 3481.528076
	Iteration 52Q: 3 clusters Score -5767276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -5767286.000000 Penalty: 3481.528076
	Iteration 53Q: 3 clusters Score -5767286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -5767285.500000 Penalty: 3481.528076
	Iteration 54Q: 3 clusters Score -5767286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5767296.500000 Penalty: 3481.528076
	Iteration 55Q: 3 clusters Score -5767296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5767303.500000 Penalty: 3481.528076
	Iteration 56Q: 3 clusters Score -5767304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5767329.500000 Penalty: 3481.528076
	Iteration 57Q: 3 clusters Score -5767330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5767337.000000 Penalty: 3481.528076
	Iteration 58Q: 3 clusters Score -5767337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5767336.000000 Penalty: 3481.528076
	Iteration 59Q: 3 clusters Score -5767336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -5767338.000000 Penalty: 3481.528076
	Iteration 60F: 3 clusters Score -5767338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -5767347.000000 Penalty: 3481.528076
	Iteration 61Q: 3 clusters Score -5767347 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5767343.000000 Penalty: 3481.528076
	Iteration 62Q: 3 clusters Score -5767343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -5767361.500000 Penalty: 3481.528076
	Iteration 63Q: 3 clusters Score -5767362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5767378.000000 Penalty: 3481.528076
	Iteration 64Q: 3 clusters Score -5767378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -5767379.000000 Penalty: 3481.528076
	Iteration 65Q: 3 clusters Score -5767379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5767392.500000 Penalty: 3481.528076
	Iteration 66Q: 3 clusters Score -5767392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5767415.000000 Penalty: 3481.528076
	Iteration 67Q: 3 clusters Score -5767415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5767422.000000 Penalty: 3481.528076
	Iteration 68Q: 3 clusters Score -5767422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5767417.500000 Penalty: 3481.528076
	Iteration 69Q: 3 clusters Score -5767418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -5767423.000000 Penalty: 3481.528076
	Iteration 70Q: 3 clusters Score -5767423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5767434.000000 Penalty: 3481.528076
	Iteration 71Q: 3 clusters Score -5767434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5767437.500000 Penalty: 3481.528076
	Iteration 72Q: 3 clusters Score -5767438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5767444.000000 Penalty: 3481.528076
	Iteration 73Q: 3 clusters Score -5767444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5767445.000000 Penalty: 3481.528076
	Iteration 74Q: 3 clusters Score -5767445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -5767443.000000 Penalty: 3481.528076
	Iteration 75Q: 3 clusters Score -5767443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -5767447.500000 Penalty: 3481.528076
	Iteration 76Q: 3 clusters Score -5767448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -5767449.000000 Penalty: 3481.528076
	Iteration 77Q: 3 clusters Score -5767449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -5767453.500000 Penalty: 3481.528076
	Iteration 78Q: 3 clusters Score -5767454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5767459.500000 Penalty: 3481.528076
	Iteration 79Q: 3 clusters Score -5767460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5767445.500000 Penalty: 3481.528076
	Iteration 80F: 3 clusters Score -5767446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5767458.500000 Penalty: 3481.528076
	Iteration 81Q: 3 clusters Score -5767458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5767459.000000 Penalty: 3481.528076
	Iteration 82Q: 3 clusters Score -5767459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5767462.500000 Penalty: 3481.528076
	Iteration 83Q: 3 clusters Score -5767462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5767470.000000 Penalty: 3481.528076
	Iteration 84Q: 3 clusters Score -5767470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -5767462.500000 Penalty: 3481.528076
	Iteration 85Q: 3 clusters Score -5767462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5767472.500000 Penalty: 3481.528076
	Iteration 86Q: 3 clusters Score -5767472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5767471.000000 Penalty: 3481.528076
	Iteration 87Q: 3 clusters Score -5767471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5767457.500000 Penalty: 3481.528076
	Iteration 88Q: 3 clusters Score -5767458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -5767456.500000 Penalty: 3481.528076
	Iteration 89Q: 3 clusters Score -5767456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5767468.500000 Penalty: 3481.528076
	Iteration 90Q: 3 clusters Score -5767468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5767471.500000 Penalty: 3481.528076
	Iteration 91Q: 3 clusters Score -5767472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -5767480.000000 Penalty: 3481.528076
	Iteration 92Q: 3 clusters Score -5767480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5767474.000000 Penalty: 3481.528076
	Iteration 93Q: 3 clusters Score -5767474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5767466.000000 Penalty: 3481.528076
	Iteration 94Q: 3 clusters Score -5767466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -5767464.500000 Penalty: 3481.528076
	Iteration 95Q: 3 clusters Score -5767464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -5767469.000000 Penalty: 3481.528076
	Iteration 96Q: 3 clusters Score -5767469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -5767483.500000 Penalty: 3481.528076
	Iteration 97Q: 3 clusters Score -5767484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5767502.000000 Penalty: 3481.528076
	Iteration 98Q: 3 clusters Score -5767502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5767522.500000 Penalty: 3481.528076
	Iteration 99Q: 3 clusters Score -5767522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5767517.500000 Penalty: 3481.528076
	Iteration 100F: 3 clusters Score -5767518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5767509.500000 Penalty: 3481.528076
	Iteration 101Q: 3 clusters Score -5767510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -5767518.000000 Penalty: 3481.528076
	Iteration 102Q: 3 clusters Score -5767518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -5767527.000000 Penalty: 3481.528076
	Iteration 103Q: 3 clusters Score -5767527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -5767531.000000 Penalty: 3481.528076
	Iteration 104Q: 3 clusters Score -5767531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -5767529.500000 Penalty: 3481.528076
	Iteration 105Q: 3 clusters Score -5767530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -5767529.000000 Penalty: 3481.528076
	Iteration 106Q: 3 clusters Score -5767529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -5767544.500000 Penalty: 3481.528076
	Iteration 107Q: 3 clusters Score -5767544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -5767537.500000 Penalty: 3481.528076
	Iteration 108Q: 3 clusters Score -5767538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -5767548.500000 Penalty: 3481.528076
	Iteration 109Q: 3 clusters Score -5767548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5767543.500000 Penalty: 3481.528076
	Iteration 110Q: 3 clusters Score -5767544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -5767540.000000 Penalty: 3481.528076
	Iteration 111Q: 3 clusters Score -5767540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -5767549.500000 Penalty: 3481.528076
	Iteration 112Q: 3 clusters Score -5767550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5767558.000000 Penalty: 3481.528076
	Iteration 113Q: 3 clusters Score -5767558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -5767562.500000 Penalty: 3481.528076
	Iteration 114Q: 3 clusters Score -5767562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -5767569.000000 Penalty: 3481.528076
	Iteration 115Q: 3 clusters Score -5767569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5767566.500000 Penalty: 3481.528076
	Iteration 116Q: 3 clusters Score -5767566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5767566.000000 Penalty: 3481.528076
	Iteration 117Q: 3 clusters Score -5767566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -5767556.000000 Penalty: 3481.528076
	Iteration 118Q: 3 clusters Score -5767556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -5767561.500000 Penalty: 3481.528076
	Iteration 119Q: 3 clusters Score -5767562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -5767562.500000 Penalty: 3481.528076
	Iteration 120F: 3 clusters Score -5767562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -5767566.000000 Penalty: 3481.528076
	Iteration 121Q: 3 clusters Score -5767566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -5767567.500000 Penalty: 3481.528076
	Iteration 122Q: 3 clusters Score -5767568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -5767568.500000 Penalty: 3481.528076
	Iteration 123Q: 3 clusters Score -5767568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5767567.000000 Penalty: 3481.528076
	Iteration 124Q: 3 clusters Score -5767567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -5767568.000000 Penalty: 3481.528076
	Iteration 125Q: 3 clusters Score -5767568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5767569.500000 Penalty: 3481.528076
	Iteration 126Q: 3 clusters Score -5767570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5767569.500000 Penalty: 3481.528076
	Iteration 127Q: 3 clusters Score -5767570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -5767569.500000 Penalty: 3481.528076
	Iteration 128F: 3 clusters Score -5767570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Entering Unmasked Estep 
Score: -10371527.000000 Penalty: 1836.580078
	Iteration 0F: 2 clusters Score -1.037153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -10321675.000000 Penalty: 3673.160156
	Iteration 0F: 3 clusters Score -1.032168e+07 nChanged 38547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -10344202.000000 Penalty: 3673.160156
	Iteration 1F: 3 clusters Score -1.03442e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -10344854.000000 Penalty: 3673.160156
	Iteration 2Q: 3 clusters Score -1.034485e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -10345520.000000 Penalty: 3673.160156
	Iteration 3Q: 3 clusters Score -1.034552e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -10346368.000000 Penalty: 3673.160156
	Iteration 4Q: 3 clusters Score -1.034637e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -10347506.000000 Penalty: 3673.160156
	Iteration 5Q: 3 clusters Score -1.034751e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -10349307.000000 Penalty: 3673.160156
	Iteration 6Q: 3 clusters Score -1.034931e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -10351721.000000 Penalty: 3673.160156
	Iteration 7F: 3 clusters Score -1.035172e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -10354977.000000 Penalty: 3673.160156
	Iteration 8F: 3 clusters Score -1.035498e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -10358820.000000 Penalty: 3673.160156
	Iteration 9F: 3 clusters Score -1.035882e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -10361814.000000 Penalty: 3673.160156
	Iteration 10F: 3 clusters Score -1.036181e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -10363251.000000 Penalty: 3673.160156
	Iteration 11Q: 3 clusters Score -1.036325e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -10363631.000000 Penalty: 3673.160156
	Iteration 12Q: 3 clusters Score -1.036363e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -10363903.000000 Penalty: 3673.160156
	Iteration 13Q: 3 clusters Score -1.03639e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -10364063.000000 Penalty: 3673.160156
	Iteration 14Q: 3 clusters Score -1.036406e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -10364214.000000 Penalty: 3673.160156
	Iteration 15Q: 3 clusters Score -1.036421e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -10364359.000000 Penalty: 3673.160156
	Iteration 16Q: 3 clusters Score -1.036436e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -10364530.000000 Penalty: 3673.160156
	Iteration 17Q: 3 clusters Score -1.036453e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -10364570.000000 Penalty: 3673.160156
	Iteration 18Q: 3 clusters Score -1.036457e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -10364702.000000 Penalty: 3673.160156
	Iteration 19Q: 3 clusters Score -1.03647e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -10364885.000000 Penalty: 3673.160156
	Iteration 20F: 3 clusters Score -1.036488e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -10365075.000000 Penalty: 3673.160156
	Iteration 21Q: 3 clusters Score -1.036508e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -10365184.000000 Penalty: 3673.160156
	Iteration 22Q: 3 clusters Score -1.036518e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -10365257.000000 Penalty: 3673.160156
	Iteration 23Q: 3 clusters Score -1.036526e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -10365355.000000 Penalty: 3673.160156
	Iteration 24Q: 3 clusters Score -1.036536e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -10365425.000000 Penalty: 3673.160156
	Iteration 25Q: 3 clusters Score -1.036542e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -10365516.000000 Penalty: 3673.160156
	Iteration 26Q: 3 clusters Score -1.036552e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -10365610.000000 Penalty: 3673.160156
	Iteration 27Q: 3 clusters Score -1.036561e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -10365663.000000 Penalty: 3673.160156
	Iteration 28Q: 3 clusters Score -1.036566e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -10365740.000000 Penalty: 3673.160156
	Iteration 29Q: 3 clusters Score -1.036574e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -10365765.000000 Penalty: 3673.160156
	Iteration 30Q: 3 clusters Score -1.036576e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -10365775.000000 Penalty: 3673.160156
	Iteration 31Q: 3 clusters Score -1.036578e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -10365789.000000 Penalty: 3673.160156
	Iteration 32Q: 3 clusters Score -1.036579e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -10365838.000000 Penalty: 3673.160156
	Iteration 33Q: 3 clusters Score -1.036584e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -10365920.000000 Penalty: 3673.160156
	Iteration 34Q: 3 clusters Score -1.036592e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -10365992.000000 Penalty: 3673.160156
	Iteration 35Q: 3 clusters Score -1.036599e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -10366051.000000 Penalty: 3673.160156
	Iteration 36Q: 3 clusters Score -1.036605e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -10366099.000000 Penalty: 3673.160156
	Iteration 37Q: 3 clusters Score -1.03661e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -10366168.000000 Penalty: 3673.160156
	Iteration 38Q: 3 clusters Score -1.036617e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -10366248.000000 Penalty: 3673.160156
	Iteration 39Q: 3 clusters Score -1.036625e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -10366323.000000 Penalty: 3673.160156
	Iteration 40F: 3 clusters Score -1.036632e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -10366372.000000 Penalty: 3673.160156
	Iteration 41Q: 3 clusters Score -1.036637e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -10366431.000000 Penalty: 3673.160156
	Iteration 42Q: 3 clusters Score -1.036643e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -10366501.000000 Penalty: 3673.160156
	Iteration 43Q: 3 clusters Score -1.03665e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -10366585.000000 Penalty: 3673.160156
	Iteration 44Q: 3 clusters Score -1.036658e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -10366664.000000 Penalty: 3673.160156
	Iteration 45Q: 3 clusters Score -1.036666e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -10366763.000000 Penalty: 3673.160156
	Iteration 46Q: 3 clusters Score -1.036676e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -10366792.000000 Penalty: 3673.160156
	Iteration 47Q: 3 clusters Score -1.036679e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -10366919.000000 Penalty: 3673.160156
	Iteration 48Q: 3 clusters Score -1.036692e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -10367035.000000 Penalty: 3673.160156
	Iteration 49Q: 3 clusters Score -1.036704e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -10367110.000000 Penalty: 3673.160156
	Iteration 50Q: 3 clusters Score -1.036711e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -10367213.000000 Penalty: 3673.160156
	Iteration 51Q: 3 clusters Score -1.036721e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -10367315.000000 Penalty: 3673.160156
	Iteration 52Q: 3 clusters Score -1.036732e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -10367480.000000 Penalty: 3673.160156
	Iteration 53Q: 3 clusters Score -1.036748e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -10367702.000000 Penalty: 3673.160156
	Iteration 54Q: 3 clusters Score -1.03677e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -10367867.000000 Penalty: 3673.160156
	Iteration 55Q: 3 clusters Score -1.036787e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -10368059.000000 Penalty: 3673.160156
	Iteration 56Q: 3 clusters Score -1.036806e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -10368283.000000 Penalty: 3673.160156
	Iteration 57Q: 3 clusters Score -1.036828e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -10368505.000000 Penalty: 3673.160156
	Iteration 58Q: 3 clusters Score -1.03685e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -10368696.000000 Penalty: 3673.160156
	Iteration 59Q: 3 clusters Score -1.03687e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -10368910.000000 Penalty: 3673.160156
	Iteration 60F: 3 clusters Score -1.036891e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -10369296.000000 Penalty: 3673.160156
	Iteration 61Q: 3 clusters Score -1.03693e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -10369586.000000 Penalty: 3673.160156
	Iteration 62Q: 3 clusters Score -1.036959e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -10369949.000000 Penalty: 3673.160156
	Iteration 63Q: 3 clusters Score -1.036995e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -10370313.000000 Penalty: 3673.160156
	Iteration 64Q: 3 clusters Score -1.037031e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -10370610.000000 Penalty: 3673.160156
	Iteration 65Q: 3 clusters Score -1.037061e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -10370808.000000 Penalty: 3673.160156
	Iteration 66Q: 3 clusters Score -1.037081e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -10371058.000000 Penalty: 3673.160156
	Iteration 67Q: 3 clusters Score -1.037106e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -10371239.000000 Penalty: 3673.160156
	Iteration 68Q: 3 clusters Score -1.037124e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -10371377.000000 Penalty: 3673.160156
	Iteration 69Q: 3 clusters Score -1.037138e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -10371463.000000 Penalty: 3673.160156
	Iteration 70Q: 3 clusters Score -1.037146e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -10371528.000000 Penalty: 3673.160156
	Iteration 71Q: 3 clusters Score -1.037153e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -10371544.000000 Penalty: 3673.160156
	Iteration 72Q: 3 clusters Score -1.037154e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -10371538.000000 Penalty: 3673.160156
	Iteration 73Q: 3 clusters Score -1.037154e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -10371603.000000 Penalty: 3673.160156
	Iteration 74Q: 3 clusters Score -1.03716e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -10371598.000000 Penalty: 3673.160156
	Iteration 75Q: 3 clusters Score -1.03716e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -10371571.000000 Penalty: 3673.160156
	Iteration 76Q: 3 clusters Score -1.037157e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -10371575.000000 Penalty: 3673.160156
	Iteration 77Q: 3 clusters Score -1.037158e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -10371551.000000 Penalty: 3673.160156
	Iteration 78Q: 3 clusters Score -1.037155e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77815 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10371550.000000 Penalty: 3673.160156
	Iteration 79Q: 3 clusters Score -1.037155e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -10371508.000000 Penalty: 3673.160156
	Iteration 80F: 3 clusters Score -1.037151e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -10371432.000000 Penalty: 3673.160156
	Iteration 81Q: 3 clusters Score -1.037143e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -10371405.000000 Penalty: 3673.160156
	Iteration 82Q: 3 clusters Score -1.03714e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78384 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -10371386.000000 Penalty: 3673.160156
	Iteration 83Q: 3 clusters Score -1.037139e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -10371367.000000 Penalty: 3673.160156
	Iteration 84Q: 3 clusters Score -1.037137e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -10371365.000000 Penalty: 3673.160156
	Iteration 85Q: 3 clusters Score -1.037136e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10371355.000000 Penalty: 3673.160156
	Iteration 86Q: 3 clusters Score -1.037136e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -10371333.000000 Penalty: 3673.160156
	Iteration 87Q: 3 clusters Score -1.037133e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -10371331.000000 Penalty: 3673.160156
	Iteration 88Q: 3 clusters Score -1.037133e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -10371327.000000 Penalty: 3673.160156
	Iteration 89Q: 3 clusters Score -1.037133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -10371345.000000 Penalty: 3673.160156
	Iteration 90Q: 3 clusters Score -1.037134e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10371307.000000 Penalty: 3673.160156
	Iteration 91Q: 3 clusters Score -1.037131e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10371301.000000 Penalty: 3673.160156
	Iteration 92Q: 3 clusters Score -1.03713e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10371311.000000 Penalty: 3673.160156
	Iteration 93Q: 3 clusters Score -1.037131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10371306.000000 Penalty: 3673.160156
	Iteration 94Q: 3 clusters Score -1.037131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -10371321.000000 Penalty: 3673.160156
	Iteration 95Q: 3 clusters Score -1.037132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10371306.000000 Penalty: 3673.160156
	Iteration 96Q: 3 clusters Score -1.037131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -10371317.000000 Penalty: 3673.160156
	Iteration 97Q: 3 clusters Score -1.037132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10371314.000000 Penalty: 3673.160156
	Iteration 98Q: 3 clusters Score -1.037131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -10371309.000000 Penalty: 3673.160156
	Iteration 99Q: 3 clusters Score -1.037131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -10371309.000000 Penalty: 3673.160156
	Iteration 100F: 3 clusters Score -1.037131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10371307.000000 Penalty: 3673.160156
	Iteration 101Q: 3 clusters Score -1.037131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10371315.000000 Penalty: 3673.160156
	Iteration 102Q: 3 clusters Score -1.037132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10371308.000000 Penalty: 3673.160156
	Iteration 103Q: 3 clusters Score -1.037131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10371310.000000 Penalty: 3673.160156
	Iteration 104Q: 3 clusters Score -1.037131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10371302.000000 Penalty: 3673.160156
	Iteration 105Q: 3 clusters Score -1.03713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -10371301.000000 Penalty: 3673.160156
	Iteration 106Q: 3 clusters Score -1.03713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -10371301.000000 Penalty: 3673.160156
	Iteration 107F: 3 clusters Score -1.03713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Entering Unmasked Estep 
Score: -6704557.000000 Penalty: 1764.830811
	Iteration 0F: 2 clusters Score -6704557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -6670539.000000 Penalty: 3529.661621
	Iteration 0F: 3 clusters Score -6670539 nChanged 24449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -6684219.500000 Penalty: 3529.661621
	Iteration 1F: 3 clusters Score -6684220 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -6684781.500000 Penalty: 3529.661621
	Iteration 2Q: 3 clusters Score -6684782 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -6685515.000000 Penalty: 3529.661621
	Iteration 3Q: 3 clusters Score -6685515 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -6686434.500000 Penalty: 3529.661621
	Iteration 4Q: 3 clusters Score -6686434 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -6687860.500000 Penalty: 3529.661621
	Iteration 5F: 3 clusters Score -6687860 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -6690154.000000 Penalty: 3529.661621
	Iteration 6F: 3 clusters Score -6690154 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -6693082.000000 Penalty: 3529.661621
	Iteration 7F: 3 clusters Score -6693082 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -6695936.500000 Penalty: 3529.661621
	Iteration 8F: 3 clusters Score -6695936 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -6697499.500000 Penalty: 3529.661621
	Iteration 9F: 3 clusters Score -6697500 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6698030.500000 Penalty: 3529.661621
	Iteration 10Q: 3 clusters Score -6698030 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -6698297.500000 Penalty: 3529.661621
	Iteration 11Q: 3 clusters Score -6698298 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -6698482.000000 Penalty: 3529.661621
	Iteration 12Q: 3 clusters Score -6698482 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -6698696.500000 Penalty: 3529.661621
	Iteration 13Q: 3 clusters Score -6698696 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -6698878.000000 Penalty: 3529.661621
	Iteration 14Q: 3 clusters Score -6698878 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -6699008.500000 Penalty: 3529.661621
	Iteration 15Q: 3 clusters Score -6699008 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -6699124.500000 Penalty: 3529.661621
	Iteration 16Q: 3 clusters Score -6699124 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -6699247.000000 Penalty: 3529.661621
	Iteration 17Q: 3 clusters Score -6699247 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -6699371.500000 Penalty: 3529.661621
	Iteration 18Q: 3 clusters Score -6699372 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -6699489.000000 Penalty: 3529.661621
	Iteration 19Q: 3 clusters Score -6699489 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -6699613.000000 Penalty: 3529.661621
	Iteration 20F: 3 clusters Score -6699613 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -6699712.500000 Penalty: 3529.661621
	Iteration 21Q: 3 clusters Score -6699712 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -6699797.000000 Penalty: 3529.661621
	Iteration 22Q: 3 clusters Score -6699797 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -6699887.000000 Penalty: 3529.661621
	Iteration 23Q: 3 clusters Score -6699887 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -6699916.500000 Penalty: 3529.661621
	Iteration 24Q: 3 clusters Score -6699916 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -6699988.000000 Penalty: 3529.661621
	Iteration 25Q: 3 clusters Score -6699988 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -6700035.000000 Penalty: 3529.661621
	Iteration 26Q: 3 clusters Score -6700035 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6700016.500000 Penalty: 3529.661621
	Iteration 27Q: 3 clusters Score -6700016 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -6700046.500000 Penalty: 3529.661621
	Iteration 28Q: 3 clusters Score -6700046 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6700075.000000 Penalty: 3529.661621
	Iteration 29Q: 3 clusters Score -6700075 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -6700097.500000 Penalty: 3529.661621
	Iteration 30Q: 3 clusters Score -6700098 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -6700137.500000 Penalty: 3529.661621
	Iteration 31Q: 3 clusters Score -6700138 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -6700123.500000 Penalty: 3529.661621
	Iteration 32Q: 3 clusters Score -6700124 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6700134.500000 Penalty: 3529.661621
	Iteration 33Q: 3 clusters Score -6700134 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -6700124.000000 Penalty: 3529.661621
	Iteration 34Q: 3 clusters Score -6700124 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -6700137.000000 Penalty: 3529.661621
	Iteration 35Q: 3 clusters Score -6700137 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6700134.500000 Penalty: 3529.661621
	Iteration 36Q: 3 clusters Score -6700134 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -6700138.000000 Penalty: 3529.661621
	Iteration 37Q: 3 clusters Score -6700138 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -6700148.500000 Penalty: 3529.661621
	Iteration 38Q: 3 clusters Score -6700148 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -6700156.000000 Penalty: 3529.661621
	Iteration 39Q: 3 clusters Score -6700156 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -6700159.000000 Penalty: 3529.661621
	Iteration 40F: 3 clusters Score -6700159 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -6700170.500000 Penalty: 3529.661621
	Iteration 41Q: 3 clusters Score -6700170 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -6700174.000000 Penalty: 3529.661621
	Iteration 42Q: 3 clusters Score -6700174 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -6700173.000000 Penalty: 3529.661621
	Iteration 43Q: 3 clusters Score -6700173 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -6700167.500000 Penalty: 3529.661621
	Iteration 44Q: 3 clusters Score -6700168 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -6700187.500000 Penalty: 3529.661621
	Iteration 45Q: 3 clusters Score -6700188 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -6700222.000000 Penalty: 3529.661621
	Iteration 46Q: 3 clusters Score -6700222 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -6700228.500000 Penalty: 3529.661621
	Iteration 47Q: 3 clusters Score -6700228 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -6700221.000000 Penalty: 3529.661621
	Iteration 48Q: 3 clusters Score -6700221 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -6700219.500000 Penalty: 3529.661621
	Iteration 49Q: 3 clusters Score -6700220 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -6700207.000000 Penalty: 3529.661621
	Iteration 50Q: 3 clusters Score -6700207 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -6700223.500000 Penalty: 3529.661621
	Iteration 51Q: 3 clusters Score -6700224 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -6700221.500000 Penalty: 3529.661621
	Iteration 52Q: 3 clusters Score -6700222 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -6700201.000000 Penalty: 3529.661621
	Iteration 53Q: 3 clusters Score -6700201 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -6700194.000000 Penalty: 3529.661621
	Iteration 54Q: 3 clusters Score -6700194 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -6700191.500000 Penalty: 3529.661621
	Iteration 55Q: 3 clusters Score -6700192 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -6700182.000000 Penalty: 3529.661621
	Iteration 56Q: 3 clusters Score -6700182 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -6700200.000000 Penalty: 3529.661621
	Iteration 57Q: 3 clusters Score -6700200 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -6700191.000000 Penalty: 3529.661621
	Iteration 58Q: 3 clusters Score -6700191 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -6700199.000000 Penalty: 3529.661621
	Iteration 59Q: 3 clusters Score -6700199 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -6700196.000000 Penalty: 3529.661621
	Iteration 60F: 3 clusters Score -6700196 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -6700210.500000 Penalty: 3529.661621
	Iteration 61Q: 3 clusters Score -6700210 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -6700209.500000 Penalty: 3529.661621
	Iteration 62Q: 3 clusters Score -6700210 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -6700207.000000 Penalty: 3529.661621
	Iteration 63Q: 3 clusters Score -6700207 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -6700205.000000 Penalty: 3529.661621
	Iteration 64Q: 3 clusters Score -6700205 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -6700224.000000 Penalty: 3529.661621
	Iteration 65Q: 3 clusters Score -6700224 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -6700211.500000 Penalty: 3529.661621
	Iteration 66Q: 3 clusters Score -6700212 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -6700204.000000 Penalty: 3529.661621
	Iteration 67Q: 3 clusters Score -6700204 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -6700205.500000 Penalty: 3529.661621
	Iteration 68Q: 3 clusters Score -6700206 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6700210.500000 Penalty: 3529.661621
	Iteration 69Q: 3 clusters Score -6700210 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -6700209.500000 Penalty: 3529.661621
	Iteration 70Q: 3 clusters Score -6700210 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -6700181.500000 Penalty: 3529.661621
	Iteration 71Q: 3 clusters Score -6700182 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -6700198.000000 Penalty: 3529.661621
	Iteration 72Q: 3 clusters Score -6700198 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -6700218.000000 Penalty: 3529.661621
	Iteration 73Q: 3 clusters Score -6700218 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -6700222.000000 Penalty: 3529.661621
	Iteration 74Q: 3 clusters Score -6700222 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -6700232.000000 Penalty: 3529.661621
	Iteration 75Q: 3 clusters Score -6700232 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -6700234.000000 Penalty: 3529.661621
	Iteration 76Q: 3 clusters Score -6700234 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -6700232.500000 Penalty: 3529.661621
	Iteration 77Q: 3 clusters Score -6700232 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -6700224.000000 Penalty: 3529.661621
	Iteration 78Q: 3 clusters Score -6700224 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -6700235.000000 Penalty: 3529.661621
	Iteration 79Q: 3 clusters Score -6700235 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -6700253.000000 Penalty: 3529.661621
	Iteration 80F: 3 clusters Score -6700253 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -6700240.000000 Penalty: 3529.661621
	Iteration 81Q: 3 clusters Score -6700240 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -6700215.500000 Penalty: 3529.661621
	Iteration 82Q: 3 clusters Score -6700216 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -6700212.500000 Penalty: 3529.661621
	Iteration 83Q: 3 clusters Score -6700212 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -6700216.000000 Penalty: 3529.661621
	Iteration 84Q: 3 clusters Score -6700216 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -6700213.500000 Penalty: 3529.661621
	Iteration 85Q: 3 clusters Score -6700214 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -6700213.000000 Penalty: 3529.661621
	Iteration 86Q: 3 clusters Score -6700213 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -6700225.500000 Penalty: 3529.661621
	Iteration 87Q: 3 clusters Score -6700226 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -6700237.000000 Penalty: 3529.661621
	Iteration 88Q: 3 clusters Score -6700237 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -6700245.000000 Penalty: 3529.661621
	Iteration 89Q: 3 clusters Score -6700245 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -6700266.000000 Penalty: 3529.661621
	Iteration 90Q: 3 clusters Score -6700266 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -6700284.500000 Penalty: 3529.661621
	Iteration 91Q: 3 clusters Score -6700284 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -6700302.500000 Penalty: 3529.661621
	Iteration 92Q: 3 clusters Score -6700302 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -6700267.500000 Penalty: 3529.661621
	Iteration 93Q: 3 clusters Score -6700268 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6700272.000000 Penalty: 3529.661621
	Iteration 94Q: 3 clusters Score -6700272 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -6700270.000000 Penalty: 3529.661621
	Iteration 95Q: 3 clusters Score -6700270 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -6700273.500000 Penalty: 3529.661621
	Iteration 96Q: 3 clusters Score -6700274 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -6700270.500000 Penalty: 3529.661621
	Iteration 97Q: 3 clusters Score -6700270 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -6700306.000000 Penalty: 3529.661621
	Iteration 98Q: 3 clusters Score -6700306 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -6700341.000000 Penalty: 3529.661621
	Iteration 99Q: 3 clusters Score -6700341 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -6700379.500000 Penalty: 3529.661621
	Iteration 100F: 3 clusters Score -6700380 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -6700388.000000 Penalty: 3529.661621
	Iteration 101Q: 3 clusters Score -6700388 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -6700397.500000 Penalty: 3529.661621
	Iteration 102Q: 3 clusters Score -6700398 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -6700446.000000 Penalty: 3529.661621
	Iteration 103Q: 3 clusters Score -6700446 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6700475.500000 Penalty: 3529.661621
	Iteration 104Q: 3 clusters Score -6700476 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -6700489.500000 Penalty: 3529.661621
	Iteration 105Q: 3 clusters Score -6700490 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -6700534.000000 Penalty: 3529.661621
	Iteration 106Q: 3 clusters Score -6700534 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -6700559.000000 Penalty: 3529.661621
	Iteration 107Q: 3 clusters Score -6700559 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -6700602.500000 Penalty: 3529.661621
	Iteration 108Q: 3 clusters Score -6700602 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -6700640.500000 Penalty: 3529.661621
	Iteration 109Q: 3 clusters Score -6700640 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -6700684.500000 Penalty: 3529.661621
	Iteration 110Q: 3 clusters Score -6700684 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -6700671.500000 Penalty: 3529.661621
	Iteration 111Q: 3 clusters Score -6700672 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -6700709.000000 Penalty: 3529.661621
	Iteration 112Q: 3 clusters Score -6700709 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -6700739.000000 Penalty: 3529.661621
	Iteration 113Q: 3 clusters Score -6700739 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -6700791.500000 Penalty: 3529.661621
	Iteration 114Q: 3 clusters Score -6700792 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -6700807.000000 Penalty: 3529.661621
	Iteration 115Q: 3 clusters Score -6700807 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -6700918.000000 Penalty: 3529.661621
	Iteration 116Q: 3 clusters Score -6700918 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -6700991.000000 Penalty: 3529.661621
	Iteration 117Q: 3 clusters Score -6700991 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -6701034.000000 Penalty: 3529.661621
	Iteration 118Q: 3 clusters Score -6701034 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -6701094.000000 Penalty: 3529.661621
	Iteration 119Q: 3 clusters Score -6701094 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6701139.000000 Penalty: 3529.661621
	Iteration 120F: 3 clusters Score -6701139 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -6701223.000000 Penalty: 3529.661621
	Iteration 121Q: 3 clusters Score -6701223 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -6701277.000000 Penalty: 3529.661621
	Iteration 122Q: 3 clusters Score -6701277 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6701344.000000 Penalty: 3529.661621
	Iteration 123Q: 3 clusters Score -6701344 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -6701399.000000 Penalty: 3529.661621
	Iteration 124Q: 3 clusters Score -6701399 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -6701498.500000 Penalty: 3529.661621
	Iteration 125Q: 3 clusters Score -6701498 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6701571.000000 Penalty: 3529.661621
	Iteration 126Q: 3 clusters Score -6701571 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -6701675.500000 Penalty: 3529.661621
	Iteration 127Q: 3 clusters Score -6701676 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -6701744.500000 Penalty: 3529.661621
	Iteration 128Q: 3 clusters Score -6701744 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -6701830.000000 Penalty: 3529.661621
	Iteration 129Q: 3 clusters Score -6701830 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -6701922.500000 Penalty: 3529.661621
	Iteration 130Q: 3 clusters Score -6701922 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -6701995.500000 Penalty: 3529.661621
	Iteration 131Q: 3 clusters Score -6701996 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -6702055.500000 Penalty: 3529.661621
	Iteration 132Q: 3 clusters Score -6702056 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -6702123.000000 Penalty: 3529.661621
	Iteration 133Q: 3 clusters Score -6702123 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -6702190.500000 Penalty: 3529.661621
	Iteration 134Q: 3 clusters Score -6702190 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -6702252.500000 Penalty: 3529.661621
	Iteration 135Q: 3 clusters Score -6702252 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -6702314.000000 Penalty: 3529.661621
	Iteration 136Q: 3 clusters Score -6702314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -6702375.500000 Penalty: 3529.661621
	Iteration 137Q: 3 clusters Score -6702376 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -6702422.000000 Penalty: 3529.661621
	Iteration 138Q: 3 clusters Score -6702422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -6702475.000000 Penalty: 3529.661621
	Iteration 139Q: 3 clusters Score -6702475 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -6702511.500000 Penalty: 3529.661621
	Iteration 140F: 3 clusters Score -6702512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -6702538.000000 Penalty: 3529.661621
	Iteration 141Q: 3 clusters Score -6702538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -6702577.500000 Penalty: 3529.661621
	Iteration 142Q: 3 clusters Score -6702578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6702604.000000 Penalty: 3529.661621
	Iteration 143Q: 3 clusters Score -6702604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -6702633.000000 Penalty: 3529.661621
	Iteration 144Q: 3 clusters Score -6702633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -6702646.000000 Penalty: 3529.661621
	Iteration 145Q: 3 clusters Score -6702646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -6702666.000000 Penalty: 3529.661621
	Iteration 146Q: 3 clusters Score -6702666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -6702683.500000 Penalty: 3529.661621
	Iteration 147Q: 3 clusters Score -6702684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -6702713.000000 Penalty: 3529.661621
	Iteration 148Q: 3 clusters Score -6702713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6702729.500000 Penalty: 3529.661621
	Iteration 149Q: 3 clusters Score -6702730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6702759.000000 Penalty: 3529.661621
	Iteration 150Q: 3 clusters Score -6702759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -6702782.500000 Penalty: 3529.661621
	Iteration 151Q: 3 clusters Score -6702782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -6702811.500000 Penalty: 3529.661621
	Iteration 152Q: 3 clusters Score -6702812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -6702823.000000 Penalty: 3529.661621
	Iteration 153Q: 3 clusters Score -6702823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -6702821.000000 Penalty: 3529.661621
	Iteration 154Q: 3 clusters Score -6702821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -6702837.000000 Penalty: 3529.661621
	Iteration 155Q: 3 clusters Score -6702837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -6702868.000000 Penalty: 3529.661621
	Iteration 156Q: 3 clusters Score -6702868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -6702873.500000 Penalty: 3529.661621
	Iteration 157Q: 3 clusters Score -6702874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6702881.500000 Penalty: 3529.661621
	Iteration 158Q: 3 clusters Score -6702882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -6702877.500000 Penalty: 3529.661621
	Iteration 159Q: 3 clusters Score -6702878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -6702893.000000 Penalty: 3529.661621
	Iteration 160F: 3 clusters Score -6702893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -6702893.500000 Penalty: 3529.661621
	Iteration 161Q: 3 clusters Score -6702894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -6702894.000000 Penalty: 3529.661621
	Iteration 162Q: 3 clusters Score -6702894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -6702898.500000 Penalty: 3529.661621
	Iteration 163Q: 3 clusters Score -6702898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -6702901.500000 Penalty: 3529.661621
	Iteration 164Q: 3 clusters Score -6702902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -6702905.500000 Penalty: 3529.661621
	Iteration 165Q: 3 clusters Score -6702906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -6702912.000000 Penalty: 3529.661621
	Iteration 166Q: 3 clusters Score -6702912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -6702912.500000 Penalty: 3529.661621
	Iteration 167Q: 3 clusters Score -6702912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -6702913.500000 Penalty: 3529.661621
	Iteration 168Q: 3 clusters Score -6702914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -6702916.500000 Penalty: 3529.661621
	Iteration 169Q: 3 clusters Score -6702916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -6702918.500000 Penalty: 3529.661621
	Iteration 170Q: 3 clusters Score -6702918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6702916.500000 Penalty: 3529.661621
	Iteration 171Q: 3 clusters Score -6702916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6702917.000000 Penalty: 3529.661621
	Iteration 172Q: 3 clusters Score -6702917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -6702916.500000 Penalty: 3529.661621
	Iteration 173Q: 3 clusters Score -6702916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -6702919.500000 Penalty: 3529.661621
	Iteration 174Q: 3 clusters Score -6702920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -6702922.000000 Penalty: 3529.661621
	Iteration 175Q: 3 clusters Score -6702922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -6702922.000000 Penalty: 3529.661621
	Iteration 176F: 3 clusters Score -6702922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Entering Unmasked Estep 
Score: -7902264.500000 Penalty: 1794.729492
	Iteration 0F: 2 clusters Score -7902264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -7860800.500000 Penalty: 3589.458984
	Iteration 0F: 3 clusters Score -7860800 nChanged 29663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -7877558.500000 Penalty: 3589.458984
	Iteration 1F: 3 clusters Score -7877558 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -7878080.500000 Penalty: 3589.458984
	Iteration 2Q: 3 clusters Score -7878080 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -7878679.500000 Penalty: 3589.458984
	Iteration 3Q: 3 clusters Score -7878680 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -7879359.000000 Penalty: 3589.458984
	Iteration 4Q: 3 clusters Score -7879359 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -7880300.000000 Penalty: 3589.458984
	Iteration 5Q: 3 clusters Score -7880300 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -7881499.000000 Penalty: 3589.458984
	Iteration 6Q: 3 clusters Score -7881499 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -7883053.000000 Penalty: 3589.458984
	Iteration 7Q: 3 clusters Score -7883053 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -7885039.000000 Penalty: 3589.458984
	Iteration 8F: 3 clusters Score -7885039 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -7887685.000000 Penalty: 3589.458984
	Iteration 9F: 3 clusters Score -7887685 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -7890578.500000 Penalty: 3589.458984
	Iteration 10F: 3 clusters Score -7890578 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -7893320.500000 Penalty: 3589.458984
	Iteration 11F: 3 clusters Score -7893320 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -7895275.000000 Penalty: 3589.458984
	Iteration 12Q: 3 clusters Score -7895275 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -7896521.000000 Penalty: 3589.458984
	Iteration 13Q: 3 clusters Score -7896521 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -7897300.000000 Penalty: 3589.458984
	Iteration 14Q: 3 clusters Score -7897300 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -7897963.500000 Penalty: 3589.458984
	Iteration 15Q: 3 clusters Score -7897964 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -7898627.500000 Penalty: 3589.458984
	Iteration 16Q: 3 clusters Score -7898628 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -7899125.000000 Penalty: 3589.458984
	Iteration 17Q: 3 clusters Score -7899125 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -7899625.500000 Penalty: 3589.458984
	Iteration 18Q: 3 clusters Score -7899626 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -7900061.000000 Penalty: 3589.458984
	Iteration 19Q: 3 clusters Score -7900061 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -7900374.500000 Penalty: 3589.458984
	Iteration 20F: 3 clusters Score -7900374 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7900606.000000 Penalty: 3589.458984
	Iteration 21Q: 3 clusters Score -7900606 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -7900764.000000 Penalty: 3589.458984
	Iteration 22Q: 3 clusters Score -7900764 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7900859.000000 Penalty: 3589.458984
	Iteration 23Q: 3 clusters Score -7900859 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -7900984.000000 Penalty: 3589.458984
	Iteration 24Q: 3 clusters Score -7900984 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7901045.000000 Penalty: 3589.458984
	Iteration 25Q: 3 clusters Score -7901045 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7901086.500000 Penalty: 3589.458984
	Iteration 26Q: 3 clusters Score -7901086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7901135.500000 Penalty: 3589.458984
	Iteration 27Q: 3 clusters Score -7901136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7901142.500000 Penalty: 3589.458984
	Iteration 28Q: 3 clusters Score -7901142 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7901163.000000 Penalty: 3589.458984
	Iteration 29Q: 3 clusters Score -7901163 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7901189.000000 Penalty: 3589.458984
	Iteration 30Q: 3 clusters Score -7901189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7901196.500000 Penalty: 3589.458984
	Iteration 31Q: 3 clusters Score -7901196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7901197.000000 Penalty: 3589.458984
	Iteration 32Q: 3 clusters Score -7901197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7901195.500000 Penalty: 3589.458984
	Iteration 33Q: 3 clusters Score -7901196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7901197.500000 Penalty: 3589.458984
	Iteration 34Q: 3 clusters Score -7901198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7901215.000000 Penalty: 3589.458984
	Iteration 35Q: 3 clusters Score -7901215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7901217.500000 Penalty: 3589.458984
	Iteration 36Q: 3 clusters Score -7901218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7901223.500000 Penalty: 3589.458984
	Iteration 37Q: 3 clusters Score -7901224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7901222.500000 Penalty: 3589.458984
	Iteration 38Q: 3 clusters Score -7901222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7901225.500000 Penalty: 3589.458984
	Iteration 39Q: 3 clusters Score -7901226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7901229.000000 Penalty: 3589.458984
	Iteration 40F: 3 clusters Score -7901229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7901235.000000 Penalty: 3589.458984
	Iteration 41Q: 3 clusters Score -7901235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7901243.000000 Penalty: 3589.458984
	Iteration 42Q: 3 clusters Score -7901243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7901250.500000 Penalty: 3589.458984
	Iteration 43Q: 3 clusters Score -7901250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7901245.000000 Penalty: 3589.458984
	Iteration 44Q: 3 clusters Score -7901245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7901245.000000 Penalty: 3589.458984
	Iteration 45Q: 3 clusters Score -7901245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7901247.000000 Penalty: 3589.458984
	Iteration 46Q: 3 clusters Score -7901247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7901245.500000 Penalty: 3589.458984
	Iteration 47Q: 3 clusters Score -7901246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7901240.500000 Penalty: 3589.458984
	Iteration 48Q: 3 clusters Score -7901240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7901244.000000 Penalty: 3589.458984
	Iteration 49Q: 3 clusters Score -7901244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7901245.500000 Penalty: 3589.458984
	Iteration 50Q: 3 clusters Score -7901246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7901246.000000 Penalty: 3589.458984
	Iteration 51Q: 3 clusters Score -7901246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7901248.000000 Penalty: 3589.458984
	Iteration 52Q: 3 clusters Score -7901248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7901247.000000 Penalty: 3589.458984
	Iteration 53Q: 3 clusters Score -7901247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7901244.500000 Penalty: 3589.458984
	Iteration 54Q: 3 clusters Score -7901244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7901248.000000 Penalty: 3589.458984
	Iteration 55Q: 3 clusters Score -7901248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7901243.500000 Penalty: 3589.458984
	Iteration 56Q: 3 clusters Score -7901244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7901244.000000 Penalty: 3589.458984
	Iteration 57Q: 3 clusters Score -7901244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7901247.000000 Penalty: 3589.458984
	Iteration 58Q: 3 clusters Score -7901247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7901243.500000 Penalty: 3589.458984
	Iteration 59Q: 3 clusters Score -7901244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7901251.000000 Penalty: 3589.458984
	Iteration 60F: 3 clusters Score -7901251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7901247.000000 Penalty: 3589.458984
	Iteration 61Q: 3 clusters Score -7901247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7901246.000000 Penalty: 3589.458984
	Iteration 62Q: 3 clusters Score -7901246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7901248.500000 Penalty: 3589.458984
	Iteration 63Q: 3 clusters Score -7901248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7901250.500000 Penalty: 3589.458984
	Iteration 64Q: 3 clusters Score -7901250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7901257.000000 Penalty: 3589.458984
	Iteration 65Q: 3 clusters Score -7901257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7901255.500000 Penalty: 3589.458984
	Iteration 66Q: 3 clusters Score -7901256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7901255.500000 Penalty: 3589.458984
	Iteration 67Q: 3 clusters Score -7901256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7901254.500000 Penalty: 3589.458984
	Iteration 68Q: 3 clusters Score -7901254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7901254.500000 Penalty: 3589.458984
	Iteration 69F: 3 clusters Score -7901254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Entering Unmasked Estep 
Score: -3418475.500000 Penalty: 1656.699585
	Iteration 0F: 2 clusters Score -3418476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3400438.500000 Penalty: 3313.399170
	Iteration 0F: 3 clusters Score -3400438 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3407420.500000 Penalty: 3313.399170
	Iteration 1F: 3 clusters Score -3407420 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3407752.500000 Penalty: 3313.399170
	Iteration 2Q: 3 clusters Score -3407752 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3408158.000000 Penalty: 3313.399170
	Iteration 3Q: 3 clusters Score -3408158 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3408648.750000 Penalty: 3313.399170
	Iteration 4Q: 3 clusters Score -3408649 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3409339.750000 Penalty: 3313.399170
	Iteration 5Q: 3 clusters Score -3409340 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3410291.000000 Penalty: 3313.399170
	Iteration 6F: 3 clusters Score -3410291 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3411701.000000 Penalty: 3313.399170
	Iteration 7F: 3 clusters Score -3411701 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3413373.250000 Penalty: 3313.399170
	Iteration 8F: 3 clusters Score -3413373 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3414940.500000 Penalty: 3313.399170
	Iteration 9F: 3 clusters Score -3414940 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3415937.250000 Penalty: 3313.399170
	Iteration 10Q: 3 clusters Score -3415937 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3416501.750000 Penalty: 3313.399170
	Iteration 11Q: 3 clusters Score -3416502 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3416756.500000 Penalty: 3313.399170
	Iteration 12Q: 3 clusters Score -3416756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3416881.250000 Penalty: 3313.399170
	Iteration 13Q: 3 clusters Score -3416881 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3416963.750000 Penalty: 3313.399170
	Iteration 14Q: 3 clusters Score -3416964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3416999.250000 Penalty: 3313.399170
	Iteration 15Q: 3 clusters Score -3416999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3417033.250000 Penalty: 3313.399170
	Iteration 16Q: 3 clusters Score -3417033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3417061.250000 Penalty: 3313.399170
	Iteration 17Q: 3 clusters Score -3417061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3417082.750000 Penalty: 3313.399170
	Iteration 18Q: 3 clusters Score -3417083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3417098.500000 Penalty: 3313.399170
	Iteration 19Q: 3 clusters Score -3417098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3417110.000000 Penalty: 3313.399170
	Iteration 20F: 3 clusters Score -3417110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3417115.000000 Penalty: 3313.399170
	Iteration 21Q: 3 clusters Score -3417115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3417118.000000 Penalty: 3313.399170
	Iteration 22Q: 3 clusters Score -3417118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3417118.250000 Penalty: 3313.399170
	Iteration 23Q: 3 clusters Score -3417118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3417122.250000 Penalty: 3313.399170
	Iteration 24Q: 3 clusters Score -3417122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3417123.750000 Penalty: 3313.399170
	Iteration 25Q: 3 clusters Score -3417124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3417125.000000 Penalty: 3313.399170
	Iteration 26Q: 3 clusters Score -3417125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3417125.500000 Penalty: 3313.399170
	Iteration 27Q: 3 clusters Score -3417126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3417125.500000 Penalty: 3313.399170
	Iteration 28F: 3 clusters Score -3417126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -700438.750000 Penalty: 1406.132324
	Iteration 0F: 2 clusters Score -700438.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -696000.812500 Penalty: 2812.264648
	Iteration 0F: 3 clusters Score -696000.8 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -697286.250000 Penalty: 2812.264648
	Iteration 1F: 3 clusters Score -697286.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -697510.437500 Penalty: 2812.264648
	Iteration 2F: 3 clusters Score -697510.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -697688.312500 Penalty: 2812.264648
	Iteration 3F: 3 clusters Score -697688.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -697838.000000 Penalty: 2812.264648
	Iteration 4Q: 3 clusters Score -697838 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -697960.187500 Penalty: 2812.264648
	Iteration 5Q: 3 clusters Score -697960.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -698076.625000 Penalty: 2812.264648
	Iteration 6Q: 3 clusters Score -698076.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -698210.500000 Penalty: 2812.264648
	Iteration 7Q: 3 clusters Score -698210.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -698355.312500 Penalty: 2812.264648
	Iteration 8Q: 3 clusters Score -698355.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -698528.937500 Penalty: 2812.264648
	Iteration 9Q: 3 clusters Score -698528.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -698741.437500 Penalty: 2812.264648
	Iteration 10Q: 3 clusters Score -698741.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -698976.625000 Penalty: 2812.264648
	Iteration 11Q: 3 clusters Score -698976.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -699168.812500 Penalty: 2812.264648
	Iteration 12Q: 3 clusters Score -699168.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -699286.250000 Penalty: 2812.264648
	Iteration 13Q: 3 clusters Score -699286.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -699345.062500 Penalty: 2812.264648
	Iteration 14Q: 3 clusters Score -699345.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -699382.625000 Penalty: 2812.264648
	Iteration 15Q: 3 clusters Score -699382.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -699403.875000 Penalty: 2812.264648
	Iteration 16Q: 3 clusters Score -699403.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -699417.562500 Penalty: 2812.264648
	Iteration 17Q: 3 clusters Score -699417.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -699423.062500 Penalty: 2812.264648
	Iteration 18Q: 3 clusters Score -699423.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -699426.000000 Penalty: 2812.264648
	Iteration 19Q: 3 clusters Score -699426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -699428.250000 Penalty: 2812.264648
	Iteration 20F: 3 clusters Score -699428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -699428.937500 Penalty: 2812.264648
	Iteration 21Q: 3 clusters Score -699428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -699431.437500 Penalty: 2812.264648
	Iteration 22Q: 3 clusters Score -699431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -699431.500000 Penalty: 2812.264648
	Iteration 23Q: 3 clusters Score -699431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -699431.687500 Penalty: 2812.264648
	Iteration 24Q: 3 clusters Score -699431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -699431.687500 Penalty: 2812.264648
	Iteration 25F: 3 clusters Score -699431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107227 members 
Entering Unmasked Estep 
Score: -13648851.000000 Penalty: 1882.189331
	Iteration 0F: 2 clusters Score -1.364885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -13586978.000000 Penalty: 3764.378662
	Iteration 0F: 3 clusters Score -1.358698e+07 nChanged 51514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -13616636.000000 Penalty: 3764.378662
	Iteration 1F: 3 clusters Score -1.361664e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -13617496.000000 Penalty: 3764.378662
	Iteration 2Q: 3 clusters Score -1.36175e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -13618755.000000 Penalty: 3764.378662
	Iteration 3Q: 3 clusters Score -1.361876e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -13620846.000000 Penalty: 3764.378662
	Iteration 4Q: 3 clusters Score -1.362085e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -13624601.000000 Penalty: 3764.378662
	Iteration 5F: 3 clusters Score -1.36246e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -13630447.000000 Penalty: 3764.378662
	Iteration 6F: 3 clusters Score -1.363045e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -13637372.000000 Penalty: 3764.378662
	Iteration 7F: 3 clusters Score -1.363737e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -13642641.000000 Penalty: 3764.378662
	Iteration 8F: 3 clusters Score -1.364264e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -13645823.000000 Penalty: 3764.378662
	Iteration 9Q: 3 clusters Score -1.364582e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -13647323.000000 Penalty: 3764.378662
	Iteration 10Q: 3 clusters Score -1.364732e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -13648010.000000 Penalty: 3764.378662
	Iteration 11Q: 3 clusters Score -1.364801e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -13648448.000000 Penalty: 3764.378662
	Iteration 12Q: 3 clusters Score -1.364845e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105102 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -13648685.000000 Penalty: 3764.378662
	Iteration 13Q: 3 clusters Score -1.364868e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -13648783.000000 Penalty: 3764.378662
	Iteration 14Q: 3 clusters Score -1.364878e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13648818.000000 Penalty: 3764.378662
	Iteration 15Q: 3 clusters Score -1.364882e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -13648852.000000 Penalty: 3764.378662
	Iteration 16Q: 3 clusters Score -1.364885e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -13648861.000000 Penalty: 3764.378662
	Iteration 17Q: 3 clusters Score -1.364886e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -13648879.000000 Penalty: 3764.378662
	Iteration 18Q: 3 clusters Score -1.364888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -13648890.000000 Penalty: 3764.378662
	Iteration 19Q: 3 clusters Score -1.364889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -13648893.000000 Penalty: 3764.378662
	Iteration 20F: 3 clusters Score -1.364889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105102 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -13648890.000000 Penalty: 3764.378662
	Iteration 21Q: 3 clusters Score -1.364889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105097 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13648884.000000 Penalty: 3764.378662
	Iteration 22Q: 3 clusters Score -1.364888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105092 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -13648895.000000 Penalty: 3764.378662
	Iteration 23Q: 3 clusters Score -1.36489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -13648885.000000 Penalty: 3764.378662
	Iteration 24Q: 3 clusters Score -1.364888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -13648886.000000 Penalty: 3764.378662
	Iteration 25Q: 3 clusters Score -1.364889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -13648902.000000 Penalty: 3764.378662
	Iteration 26Q: 3 clusters Score -1.36489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105081 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -13648897.000000 Penalty: 3764.378662
	Iteration 27Q: 3 clusters Score -1.36489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105077 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -13648908.000000 Penalty: 3764.378662
	Iteration 28Q: 3 clusters Score -1.364891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -13648907.000000 Penalty: 3764.378662
	Iteration 29Q: 3 clusters Score -1.364891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -13648903.000000 Penalty: 3764.378662
	Iteration 30Q: 3 clusters Score -1.36489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -13648904.000000 Penalty: 3764.378662
	Iteration 31Q: 3 clusters Score -1.36489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -13648925.000000 Penalty: 3764.378662
	Iteration 32Q: 3 clusters Score -1.364892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13648917.000000 Penalty: 3764.378662
	Iteration 33Q: 3 clusters Score -1.364892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -13648909.000000 Penalty: 3764.378662
	Iteration 34Q: 3 clusters Score -1.364891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13648916.000000 Penalty: 3764.378662
	Iteration 35Q: 3 clusters Score -1.364892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13648916.000000 Penalty: 3764.378662
	Iteration 36F: 3 clusters Score -1.364892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43486 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6668 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 80986 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 11 contains 52078 members 
Mstep: Class 13 contains 62598 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 105074 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
Score: -65787228.000000 Penalty: 34249.644531
Splitting cluster 18 changes total score from -65787628.000000 to -65787228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16645.816406 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16645.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16889.693359 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -16889.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16961.990234 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -16961.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16991.841797 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -16991.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17085.478516 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -17085.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17145.408203 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -17145.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17155.939453 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -17155.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17170.644531 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -17170.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17170.644531 Penalty: 1740.890625
	Iteration 8F: 3 clusters Score -17170.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -175602.156250 Penalty: 1189.800537
	Iteration 0F: 2 clusters Score -175602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173889.500000 Penalty: 2379.601074
	Iteration 0F: 3 clusters Score -173889.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -174317.171875 Penalty: 2379.601074
	Iteration 1F: 3 clusters Score -174317.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -174466.062500 Penalty: 2379.601074
	Iteration 2F: 3 clusters Score -174466.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -174583.281250 Penalty: 2379.601074
	Iteration 3F: 3 clusters Score -174583.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -174695.437500 Penalty: 2379.601074
	Iteration 4F: 3 clusters Score -174695.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -174793.265625 Penalty: 2379.601074
	Iteration 5Q: 3 clusters Score -174793.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -174884.156250 Penalty: 2379.601074
	Iteration 6Q: 3 clusters Score -174884.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -174959.265625 Penalty: 2379.601074
	Iteration 7Q: 3 clusters Score -174959.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -175038.843750 Penalty: 2379.601074
	Iteration 8Q: 3 clusters Score -175038.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -175083.468750 Penalty: 2379.601074
	Iteration 9Q: 3 clusters Score -175083.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -175111.515625 Penalty: 2379.601074
	Iteration 10Q: 3 clusters Score -175111.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -175128.296875 Penalty: 2379.601074
	Iteration 11Q: 3 clusters Score -175128.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -175143.828125 Penalty: 2379.601074
	Iteration 12Q: 3 clusters Score -175143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -175150.625000 Penalty: 2379.601074
	Iteration 13Q: 3 clusters Score -175150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -175155.203125 Penalty: 2379.601074
	Iteration 14Q: 3 clusters Score -175155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -175159.171875 Penalty: 2379.601074
	Iteration 15Q: 3 clusters Score -175159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -175163.093750 Penalty: 2379.601074
	Iteration 16Q: 3 clusters Score -175163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -175163.093750 Penalty: 2379.601074
	Iteration 17F: 3 clusters Score -175163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43486 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6668 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 80986 members 
Mstep: Class 11 contains 52078 members 
Mstep: Class 13 contains 62598 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107227 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787660.000000 Penalty: 32109.041016
Iteration 439Q: 16 clusters Score -6.578766e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 43491 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6669 members 
Mstep: Class 7 contains 44920 members 
Mstep: Class 8 contains 80981 members 
Mstep: Class 11 contains 52056 members 
Mstep: Class 13 contains 62603 members 
Mstep: Class 15 contains 26772 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107237 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787620.000000 Penalty: 32109.041016
Iteration 440F: 16 clusters Score -6.578762e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 14256 members 
Mstep: Class 3 contains 27719 members 
Mstep: Class 4 contains 43497 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 44950 members 
Mstep: Class 8 contains 80975 members 
Mstep: Class 11 contains 52020 members 
Mstep: Class 13 contains 62609 members 
Mstep: Class 15 contains 26769 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107245 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787548.000000 Penalty: 32109.041016
Iteration 441Q: 16 clusters Score -6.578755e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 43493 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6678 members 
Mstep: Class 7 contains 44985 members 
Mstep: Class 8 contains 80969 members 
Mstep: Class 11 contains 51998 members 
Mstep: Class 13 contains 62598 members 
Mstep: Class 15 contains 26763 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107257 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787440.000000 Penalty: 32109.041016
Iteration 442Q: 16 clusters Score -6.578744e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 14251 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43483 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 45027 members 
Mstep: Class 8 contains 80970 members 
Mstep: Class 11 contains 51975 members 
Mstep: Class 13 contains 62586 members 
Mstep: Class 15 contains 26758 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107259 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787332.000000 Penalty: 32109.041016
Iteration 443Q: 16 clusters Score -6.578733e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43477 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 45091 members 
Mstep: Class 8 contains 80972 members 
Mstep: Class 11 contains 51920 members 
Mstep: Class 13 contains 62586 members 
Mstep: Class 15 contains 26755 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107255 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787396.000000 Penalty: 32109.041016
Iteration 444Q: 16 clusters Score -6.57874e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 43473 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 45155 members 
Mstep: Class 8 contains 80978 members 
Mstep: Class 11 contains 51866 members 
Mstep: Class 13 contains 62573 members 
Mstep: Class 15 contains 26754 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107258 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787384.000000 Penalty: 32109.041016
Iteration 445Q: 16 clusters Score -6.578738e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43465 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6688 members 
Mstep: Class 7 contains 45243 members 
Mstep: Class 8 contains 80978 members 
Mstep: Class 11 contains 51797 members 
Mstep: Class 13 contains 62566 members 
Mstep: Class 15 contains 26746 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107258 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787428.000000 Penalty: 32109.041016
Iteration 446Q: 16 clusters Score -6.578743e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 43461 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 45330 members 
Mstep: Class 8 contains 80982 members 
Mstep: Class 11 contains 51729 members 
Mstep: Class 13 contains 62567 members 
Mstep: Class 15 contains 26737 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107247 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787356.000000 Penalty: 32109.041016
Iteration 447Q: 16 clusters Score -6.578736e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43466 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 45418 members 
Mstep: Class 8 contains 80985 members 
Mstep: Class 11 contains 51661 members 
Mstep: Class 13 contains 62566 members 
Mstep: Class 15 contains 26733 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107224 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787380.000000 Penalty: 32109.041016
Iteration 448Q: 16 clusters Score -6.578738e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43470 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 45519 members 
Mstep: Class 8 contains 80984 members 
Mstep: Class 11 contains 51587 members 
Mstep: Class 13 contains 62565 members 
Mstep: Class 15 contains 26729 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107199 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787432.000000 Penalty: 32109.041016
Iteration 449Q: 16 clusters Score -6.578743e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43468 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 45588 members 
Mstep: Class 8 contains 80983 members 
Mstep: Class 11 contains 51539 members 
Mstep: Class 13 contains 62571 members 
Mstep: Class 15 contains 26725 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107175 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787372.000000 Penalty: 32109.041016
Iteration 450Q: 16 clusters Score -6.578737e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14251 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43464 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 45653 members 
Mstep: Class 8 contains 80986 members 
Mstep: Class 11 contains 51481 members 
Mstep: Class 13 contains 62578 members 
Mstep: Class 15 contains 26722 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107163 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787416.000000 Penalty: 32109.041016
Iteration 451Q: 16 clusters Score -6.578742e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 43467 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6688 members 
Mstep: Class 7 contains 45707 members 
Mstep: Class 8 contains 80992 members 
Mstep: Class 11 contains 51431 members 
Mstep: Class 13 contains 62586 members 
Mstep: Class 15 contains 26719 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107148 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787380.000000 Penalty: 32109.041016
Iteration 452Q: 16 clusters Score -6.578738e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 43466 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 45769 members 
Mstep: Class 8 contains 80993 members 
Mstep: Class 11 contains 51355 members 
Mstep: Class 13 contains 62596 members 
Mstep: Class 15 contains 26721 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107151 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787380.000000 Penalty: 32109.041016
Iteration 453Q: 16 clusters Score -6.578738e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43455 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6692 members 
Mstep: Class 7 contains 45839 members 
Mstep: Class 8 contains 80998 members 
Mstep: Class 11 contains 51274 members 
Mstep: Class 13 contains 62600 members 
Mstep: Class 15 contains 26718 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107159 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787320.000000 Penalty: 32109.041016
Iteration 454Q: 16 clusters Score -6.578732e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43454 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 45916 members 
Mstep: Class 8 contains 80997 members 
Mstep: Class 11 contains 51176 members 
Mstep: Class 13 contains 62603 members 
Mstep: Class 15 contains 26714 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107177 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787308.000000 Penalty: 32109.041016
Iteration 455Q: 16 clusters Score -6.578731e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 43454 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 45997 members 
Mstep: Class 8 contains 80998 members 
Mstep: Class 11 contains 51086 members 
Mstep: Class 13 contains 62601 members 
Mstep: Class 15 contains 26711 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107187 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787316.000000 Penalty: 32109.041016
Iteration 456Q: 16 clusters Score -6.578732e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 27731 members 
Mstep: Class 4 contains 43457 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 46090 members 
Mstep: Class 8 contains 81000 members 
Mstep: Class 11 contains 50991 members 
Mstep: Class 13 contains 62595 members 
Mstep: Class 15 contains 26712 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107190 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787332.000000 Penalty: 32109.041016
Iteration 457Q: 16 clusters Score -6.578733e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43457 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 46168 members 
Mstep: Class 8 contains 81001 members 
Mstep: Class 11 contains 50914 members 
Mstep: Class 13 contains 62589 members 
Mstep: Class 15 contains 26714 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107191 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787292.000000 Penalty: 32109.041016
Iteration 458Q: 16 clusters Score -6.578729e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43459 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6700 members 
Mstep: Class 7 contains 46240 members 
Mstep: Class 8 contains 81002 members 
Mstep: Class 11 contains 50829 members 
Mstep: Class 13 contains 62584 members 
Mstep: Class 15 contains 26714 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107204 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787348.000000 Penalty: 32109.041016
Iteration 459Q: 16 clusters Score -6.578735e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43465 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 46305 members 
Mstep: Class 8 contains 81006 members 
Mstep: Class 11 contains 50745 members 
Mstep: Class 13 contains 62588 members 
Mstep: Class 15 contains 26713 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107207 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787372.000000 Penalty: 32109.041016
Iteration 460F: 16 clusters Score -6.578737e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 14251 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43471 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6701 members 
Mstep: Class 7 contains 46371 members 
Mstep: Class 8 contains 81014 members 
Mstep: Class 11 contains 50673 members 
Mstep: Class 13 contains 62589 members 
Mstep: Class 15 contains 26712 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107196 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787312.000000 Penalty: 32109.041016
Iteration 461Q: 16 clusters Score -6.578731e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43478 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 46415 members 
Mstep: Class 8 contains 81014 members 
Mstep: Class 11 contains 50613 members 
Mstep: Class 13 contains 62593 members 
Mstep: Class 15 contains 26711 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107194 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787384.000000 Penalty: 32109.041016
Iteration 462Q: 16 clusters Score -6.578738e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43484 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 46470 members 
Mstep: Class 8 contains 81017 members 
Mstep: Class 11 contains 50543 members 
Mstep: Class 13 contains 62595 members 
Mstep: Class 15 contains 26709 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107198 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787396.000000 Penalty: 32109.041016
Iteration 463Q: 16 clusters Score -6.57874e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43480 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 46529 members 
Mstep: Class 8 contains 81016 members 
Mstep: Class 11 contains 50470 members 
Mstep: Class 13 contains 62599 members 
Mstep: Class 15 contains 26707 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107213 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787348.000000 Penalty: 32109.041016
Iteration 464Q: 16 clusters Score -6.578735e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43477 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6707 members 
Mstep: Class 7 contains 46594 members 
Mstep: Class 8 contains 81017 members 
Mstep: Class 11 contains 50388 members 
Mstep: Class 13 contains 62610 members 
Mstep: Class 15 contains 26708 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107221 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787356.000000 Penalty: 32109.041016
Iteration 465Q: 16 clusters Score -6.578736e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43480 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 7 contains 46664 members 
Mstep: Class 8 contains 81014 members 
Mstep: Class 11 contains 50311 members 
Mstep: Class 13 contains 62614 members 
Mstep: Class 15 contains 26708 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107226 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787356.000000 Penalty: 32109.041016
Iteration 466Q: 16 clusters Score -6.578736e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43479 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6710 members 
Mstep: Class 7 contains 46740 members 
Mstep: Class 8 contains 81016 members 
Mstep: Class 11 contains 50232 members 
Mstep: Class 13 contains 62625 members 
Mstep: Class 15 contains 26706 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107220 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787332.000000 Penalty: 32109.041016
Iteration 467Q: 16 clusters Score -6.578733e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43478 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6711 members 
Mstep: Class 7 contains 46837 members 
Mstep: Class 8 contains 81013 members 
Mstep: Class 11 contains 50135 members 
Mstep: Class 13 contains 62627 members 
Mstep: Class 15 contains 26706 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107224 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787252.000000 Penalty: 32109.041016
Iteration 468Q: 16 clusters Score -6.578725e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 43474 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 46942 members 
Mstep: Class 8 contains 81007 members 
Mstep: Class 11 contains 50042 members 
Mstep: Class 13 contains 62623 members 
Mstep: Class 15 contains 26705 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107224 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787340.000000 Penalty: 32109.041016
Iteration 469Q: 16 clusters Score -6.578734e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27731 members 
Mstep: Class 4 contains 43470 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6714 members 
Mstep: Class 7 contains 47048 members 
Mstep: Class 8 contains 81009 members 
Mstep: Class 11 contains 49950 members 
Mstep: Class 13 contains 62622 members 
Mstep: Class 15 contains 26702 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107216 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787408.000000 Penalty: 32109.041016
Iteration 470Q: 16 clusters Score -6.578741e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 27728 members 
Mstep: Class 4 contains 43466 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 47164 members 
Mstep: Class 8 contains 81007 members 
Mstep: Class 11 contains 49854 members 
Mstep: Class 13 contains 62609 members 
Mstep: Class 15 contains 26700 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107223 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787332.000000 Penalty: 32109.041016
Iteration 471Q: 16 clusters Score -6.578733e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 43472 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 47295 members 
Mstep: Class 8 contains 81009 members 
Mstep: Class 11 contains 49723 members 
Mstep: Class 13 contains 62601 members 
Mstep: Class 15 contains 26693 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107233 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787288.000000 Penalty: 32109.041016
Iteration 472Q: 16 clusters Score -6.578729e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 43475 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 47458 members 
Mstep: Class 8 contains 81002 members 
Mstep: Class 11 contains 49572 members 
Mstep: Class 13 contains 62592 members 
Mstep: Class 15 contains 26695 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107231 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787272.000000 Penalty: 32109.041016
Iteration 473Q: 16 clusters Score -6.578727e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43477 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 47622 members 
Mstep: Class 8 contains 80986 members 
Mstep: Class 11 contains 49438 members 
Mstep: Class 13 contains 62580 members 
Mstep: Class 15 contains 26695 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107231 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 474Q: 16 clusters Score -6.578722e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43473 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 47787 members 
Mstep: Class 8 contains 80976 members 
Mstep: Class 11 contains 49280 members 
Mstep: Class 13 contains 62579 members 
Mstep: Class 15 contains 26692 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107238 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 475Q: 16 clusters Score -6.578721e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43471 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6723 members 
Mstep: Class 7 contains 47948 members 
Mstep: Class 8 contains 80970 members 
Mstep: Class 11 contains 49111 members 
Mstep: Class 13 contains 62581 members 
Mstep: Class 15 contains 26691 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107247 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 476Q: 16 clusters Score -6.57872e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27728 members 
Mstep: Class 4 contains 43473 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6725 members 
Mstep: Class 7 contains 48113 members 
Mstep: Class 8 contains 80959 members 
Mstep: Class 11 contains 48954 members 
Mstep: Class 13 contains 62578 members 
Mstep: Class 15 contains 26694 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107241 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787324.000000 Penalty: 32109.041016
Iteration 477Q: 16 clusters Score -6.578732e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 43471 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 48241 members 
Mstep: Class 8 contains 80951 members 
Mstep: Class 11 contains 48832 members 
Mstep: Class 13 contains 62576 members 
Mstep: Class 15 contains 26690 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107246 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787384.000000 Penalty: 32109.041016
Iteration 478Q: 16 clusters Score -6.578738e+07 nChanged 255
Entering ConstructFrom: 
Score: -65787384.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (51195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Entering Unmasked Estep 
Score: -6603882.000000 Penalty: 1762.052002
	Iteration 0F: 2 clusters Score -6603882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -6571048.000000 Penalty: 3524.104004
	Iteration 0F: 3 clusters Score -6571048 nChanged 23958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -6584543.000000 Penalty: 3524.104004
	Iteration 1F: 3 clusters Score -6584543 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -6585281.000000 Penalty: 3524.104004
	Iteration 2Q: 3 clusters Score -6585281 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -6586535.500000 Penalty: 3524.104004
	Iteration 3Q: 3 clusters Score -6586536 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -6588733.500000 Penalty: 3524.104004
	Iteration 4F: 3 clusters Score -6588734 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -6592050.000000 Penalty: 3524.104004
	Iteration 5F: 3 clusters Score -6592050 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6595811.500000 Penalty: 3524.104004
	Iteration 6F: 3 clusters Score -6595812 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -6598573.000000 Penalty: 3524.104004
	Iteration 7F: 3 clusters Score -6598573 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -6600153.000000 Penalty: 3524.104004
	Iteration 8Q: 3 clusters Score -6600153 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6600993.000000 Penalty: 3524.104004
	Iteration 9Q: 3 clusters Score -6600993 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -6601520.500000 Penalty: 3524.104004
	Iteration 10Q: 3 clusters Score -6601520 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -6601765.500000 Penalty: 3524.104004
	Iteration 11Q: 3 clusters Score -6601766 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -6601940.000000 Penalty: 3524.104004
	Iteration 12Q: 3 clusters Score -6601940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -6602072.500000 Penalty: 3524.104004
	Iteration 13Q: 3 clusters Score -6602072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -6602164.500000 Penalty: 3524.104004
	Iteration 14Q: 3 clusters Score -6602164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -6602205.000000 Penalty: 3524.104004
	Iteration 15Q: 3 clusters Score -6602205 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -6602247.000000 Penalty: 3524.104004
	Iteration 16Q: 3 clusters Score -6602247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -6602280.500000 Penalty: 3524.104004
	Iteration 17Q: 3 clusters Score -6602280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -6602321.000000 Penalty: 3524.104004
	Iteration 18Q: 3 clusters Score -6602321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -6602326.000000 Penalty: 3524.104004
	Iteration 19Q: 3 clusters Score -6602326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6602346.000000 Penalty: 3524.104004
	Iteration 20F: 3 clusters Score -6602346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -6602353.500000 Penalty: 3524.104004
	Iteration 21Q: 3 clusters Score -6602354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -6602354.500000 Penalty: 3524.104004
	Iteration 22Q: 3 clusters Score -6602354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -6602365.000000 Penalty: 3524.104004
	Iteration 23Q: 3 clusters Score -6602365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -6602359.500000 Penalty: 3524.104004
	Iteration 24Q: 3 clusters Score -6602360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -6602364.000000 Penalty: 3524.104004
	Iteration 25Q: 3 clusters Score -6602364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6602365.500000 Penalty: 3524.104004
	Iteration 26Q: 3 clusters Score -6602366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6602368.500000 Penalty: 3524.104004
	Iteration 27Q: 3 clusters Score -6602368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -6602370.500000 Penalty: 3524.104004
	Iteration 28Q: 3 clusters Score -6602370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -6602370.500000 Penalty: 3524.104004
	Iteration 29F: 3 clusters Score -6602370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1826880.250000 Penalty: 1554.187622
	Iteration 0F: 2 clusters Score -1826880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1817022.875000 Penalty: 3108.375244
	Iteration 0F: 3 clusters Score -1817023 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1820349.625000 Penalty: 3108.375244
	Iteration 1F: 3 clusters Score -1820350 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1820641.375000 Penalty: 3108.375244
	Iteration 2F: 3 clusters Score -1820641 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1820877.500000 Penalty: 3108.375244
	Iteration 3Q: 3 clusters Score -1820878 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1821113.875000 Penalty: 3108.375244
	Iteration 4Q: 3 clusters Score -1821114 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1821382.750000 Penalty: 3108.375244
	Iteration 5Q: 3 clusters Score -1821383 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1821718.125000 Penalty: 3108.375244
	Iteration 6Q: 3 clusters Score -1821718 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1822191.625000 Penalty: 3108.375244
	Iteration 7Q: 3 clusters Score -1822192 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1822712.250000 Penalty: 3108.375244
	Iteration 8F: 3 clusters Score -1822712 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1823186.750000 Penalty: 3108.375244
	Iteration 9Q: 3 clusters Score -1823187 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1823635.750000 Penalty: 3108.375244
	Iteration 10Q: 3 clusters Score -1823636 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1823982.000000 Penalty: 3108.375244
	Iteration 11Q: 3 clusters Score -1823982 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1824259.875000 Penalty: 3108.375244
	Iteration 12Q: 3 clusters Score -1824260 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1824498.875000 Penalty: 3108.375244
	Iteration 13Q: 3 clusters Score -1824499 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1824670.125000 Penalty: 3108.375244
	Iteration 14Q: 3 clusters Score -1824670 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1824793.750000 Penalty: 3108.375244
	Iteration 15Q: 3 clusters Score -1824794 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1824923.250000 Penalty: 3108.375244
	Iteration 16Q: 3 clusters Score -1824923 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1825017.125000 Penalty: 3108.375244
	Iteration 17Q: 3 clusters Score -1825017 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1825089.875000 Penalty: 3108.375244
	Iteration 18Q: 3 clusters Score -1825090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1825149.125000 Penalty: 3108.375244
	Iteration 19Q: 3 clusters Score -1825149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1825197.125000 Penalty: 3108.375244
	Iteration 20F: 3 clusters Score -1825197 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1825240.750000 Penalty: 3108.375244
	Iteration 21Q: 3 clusters Score -1825241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1825292.250000 Penalty: 3108.375244
	Iteration 22Q: 3 clusters Score -1825292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1825318.000000 Penalty: 3108.375244
	Iteration 23Q: 3 clusters Score -1825318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1825348.125000 Penalty: 3108.375244
	Iteration 24Q: 3 clusters Score -1825348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1825378.750000 Penalty: 3108.375244
	Iteration 25Q: 3 clusters Score -1825379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1825411.375000 Penalty: 3108.375244
	Iteration 26Q: 3 clusters Score -1825411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1825444.250000 Penalty: 3108.375244
	Iteration 27Q: 3 clusters Score -1825444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1825469.500000 Penalty: 3108.375244
	Iteration 28Q: 3 clusters Score -1825470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1825490.250000 Penalty: 3108.375244
	Iteration 29Q: 3 clusters Score -1825490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1825504.625000 Penalty: 3108.375244
	Iteration 30Q: 3 clusters Score -1825505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1825511.875000 Penalty: 3108.375244
	Iteration 31Q: 3 clusters Score -1825512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1825519.000000 Penalty: 3108.375244
	Iteration 32Q: 3 clusters Score -1825519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1825528.625000 Penalty: 3108.375244
	Iteration 33Q: 3 clusters Score -1825529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1825545.500000 Penalty: 3108.375244
	Iteration 34Q: 3 clusters Score -1825546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1825548.500000 Penalty: 3108.375244
	Iteration 35Q: 3 clusters Score -1825548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1825557.500000 Penalty: 3108.375244
	Iteration 36Q: 3 clusters Score -1825558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1825560.500000 Penalty: 3108.375244
	Iteration 37Q: 3 clusters Score -1825560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1825559.375000 Penalty: 3108.375244
	Iteration 38Q: 3 clusters Score -1825559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1825561.250000 Penalty: 3108.375244
	Iteration 39Q: 3 clusters Score -1825561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1825564.250000 Penalty: 3108.375244
	Iteration 40F: 3 clusters Score -1825564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1825564.500000 Penalty: 3108.375244
	Iteration 41Q: 3 clusters Score -1825564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1825565.750000 Penalty: 3108.375244
	Iteration 42Q: 3 clusters Score -1825566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1825565.500000 Penalty: 3108.375244
	Iteration 43Q: 3 clusters Score -1825566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1825567.750000 Penalty: 3108.375244
	Iteration 44Q: 3 clusters Score -1825568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1825568.625000 Penalty: 3108.375244
	Iteration 45Q: 3 clusters Score -1825569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1825572.000000 Penalty: 3108.375244
	Iteration 46Q: 3 clusters Score -1825572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1825572.375000 Penalty: 3108.375244
	Iteration 47Q: 3 clusters Score -1825572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1825573.000000 Penalty: 3108.375244
	Iteration 48Q: 3 clusters Score -1825573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1825572.625000 Penalty: 3108.375244
	Iteration 49Q: 3 clusters Score -1825573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1825572.500000 Penalty: 3108.375244
	Iteration 50Q: 3 clusters Score -1825572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1825572.875000 Penalty: 3108.375244
	Iteration 51Q: 3 clusters Score -1825573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1825575.375000 Penalty: 3108.375244
	Iteration 52Q: 3 clusters Score -1825575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1825575.375000 Penalty: 3108.375244
	Iteration 53F: 3 clusters Score -1825575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Entering Unmasked Estep 
Score: -3442185.750000 Penalty: 1662.418945
	Iteration 0F: 2 clusters Score -3442186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3423484.000000 Penalty: 3324.837891
	Iteration 0F: 3 clusters Score -3423484 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3430573.500000 Penalty: 3324.837891
	Iteration 1F: 3 clusters Score -3430574 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3430916.000000 Penalty: 3324.837891
	Iteration 2Q: 3 clusters Score -3430916 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3431193.750000 Penalty: 3324.837891
	Iteration 3Q: 3 clusters Score -3431194 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3431496.250000 Penalty: 3324.837891
	Iteration 4Q: 3 clusters Score -3431496 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3431800.750000 Penalty: 3324.837891
	Iteration 5Q: 3 clusters Score -3431801 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3432120.250000 Penalty: 3324.837891
	Iteration 6Q: 3 clusters Score -3432120 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3432452.500000 Penalty: 3324.837891
	Iteration 7Q: 3 clusters Score -3432452 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3432862.250000 Penalty: 3324.837891
	Iteration 8Q: 3 clusters Score -3432862 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3433411.750000 Penalty: 3324.837891
	Iteration 9Q: 3 clusters Score -3433412 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3434149.250000 Penalty: 3324.837891
	Iteration 10Q: 3 clusters Score -3434149 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3435026.500000 Penalty: 3324.837891
	Iteration 11Q: 3 clusters Score -3435026 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3435755.250000 Penalty: 3324.837891
	Iteration 12Q: 3 clusters Score -3435755 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3436148.250000 Penalty: 3324.837891
	Iteration 13Q: 3 clusters Score -3436148 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3436316.750000 Penalty: 3324.837891
	Iteration 14Q: 3 clusters Score -3436317 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3436379.750000 Penalty: 3324.837891
	Iteration 15Q: 3 clusters Score -3436380 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3436432.500000 Penalty: 3324.837891
	Iteration 16Q: 3 clusters Score -3436432 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3436489.250000 Penalty: 3324.837891
	Iteration 17Q: 3 clusters Score -3436489 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3436532.250000 Penalty: 3324.837891
	Iteration 18Q: 3 clusters Score -3436532 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3436598.000000 Penalty: 3324.837891
	Iteration 19Q: 3 clusters Score -3436598 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3436681.000000 Penalty: 3324.837891
	Iteration 20F: 3 clusters Score -3436681 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3436726.250000 Penalty: 3324.837891
	Iteration 21Q: 3 clusters Score -3436726 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3436808.000000 Penalty: 3324.837891
	Iteration 22Q: 3 clusters Score -3436808 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3436910.000000 Penalty: 3324.837891
	Iteration 23Q: 3 clusters Score -3436910 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3437017.500000 Penalty: 3324.837891
	Iteration 24Q: 3 clusters Score -3437018 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3437120.000000 Penalty: 3324.837891
	Iteration 25Q: 3 clusters Score -3437120 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3437233.000000 Penalty: 3324.837891
	Iteration 26Q: 3 clusters Score -3437233 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3437335.000000 Penalty: 3324.837891
	Iteration 27Q: 3 clusters Score -3437335 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3437454.000000 Penalty: 3324.837891
	Iteration 28Q: 3 clusters Score -3437454 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3437574.000000 Penalty: 3324.837891
	Iteration 29Q: 3 clusters Score -3437574 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3437724.500000 Penalty: 3324.837891
	Iteration 30Q: 3 clusters Score -3437724 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3437866.000000 Penalty: 3324.837891
	Iteration 31Q: 3 clusters Score -3437866 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3437993.250000 Penalty: 3324.837891
	Iteration 32Q: 3 clusters Score -3437993 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3438129.250000 Penalty: 3324.837891
	Iteration 33Q: 3 clusters Score -3438129 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3438262.500000 Penalty: 3324.837891
	Iteration 34Q: 3 clusters Score -3438262 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3438424.000000 Penalty: 3324.837891
	Iteration 35Q: 3 clusters Score -3438424 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3438584.000000 Penalty: 3324.837891
	Iteration 36Q: 3 clusters Score -3438584 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3438728.750000 Penalty: 3324.837891
	Iteration 37Q: 3 clusters Score -3438729 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3438884.000000 Penalty: 3324.837891
	Iteration 38Q: 3 clusters Score -3438884 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3439033.250000 Penalty: 3324.837891
	Iteration 39Q: 3 clusters Score -3439033 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3439171.750000 Penalty: 3324.837891
	Iteration 40F: 3 clusters Score -3439172 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3439326.750000 Penalty: 3324.837891
	Iteration 41Q: 3 clusters Score -3439327 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3439486.000000 Penalty: 3324.837891
	Iteration 42Q: 3 clusters Score -3439486 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3439658.750000 Penalty: 3324.837891
	Iteration 43Q: 3 clusters Score -3439659 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3439833.000000 Penalty: 3324.837891
	Iteration 44Q: 3 clusters Score -3439833 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3440010.250000 Penalty: 3324.837891
	Iteration 45Q: 3 clusters Score -3440010 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3440147.500000 Penalty: 3324.837891
	Iteration 46Q: 3 clusters Score -3440148 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3440263.750000 Penalty: 3324.837891
	Iteration 47Q: 3 clusters Score -3440264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3440329.500000 Penalty: 3324.837891
	Iteration 48Q: 3 clusters Score -3440330 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3440377.750000 Penalty: 3324.837891
	Iteration 49Q: 3 clusters Score -3440378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3440439.250000 Penalty: 3324.837891
	Iteration 50Q: 3 clusters Score -3440439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3440473.500000 Penalty: 3324.837891
	Iteration 51Q: 3 clusters Score -3440474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3440499.250000 Penalty: 3324.837891
	Iteration 52Q: 3 clusters Score -3440499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3440532.500000 Penalty: 3324.837891
	Iteration 53Q: 3 clusters Score -3440532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3440558.750000 Penalty: 3324.837891
	Iteration 54Q: 3 clusters Score -3440559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3440583.750000 Penalty: 3324.837891
	Iteration 55Q: 3 clusters Score -3440584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3440601.000000 Penalty: 3324.837891
	Iteration 56Q: 3 clusters Score -3440601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3440634.750000 Penalty: 3324.837891
	Iteration 57Q: 3 clusters Score -3440635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3440656.750000 Penalty: 3324.837891
	Iteration 58Q: 3 clusters Score -3440657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3440670.250000 Penalty: 3324.837891
	Iteration 59Q: 3 clusters Score -3440670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3440693.250000 Penalty: 3324.837891
	Iteration 60F: 3 clusters Score -3440693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3440713.750000 Penalty: 3324.837891
	Iteration 61Q: 3 clusters Score -3440714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3440724.500000 Penalty: 3324.837891
	Iteration 62Q: 3 clusters Score -3440724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3440744.750000 Penalty: 3324.837891
	Iteration 63Q: 3 clusters Score -3440745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3440758.250000 Penalty: 3324.837891
	Iteration 64Q: 3 clusters Score -3440758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3440760.750000 Penalty: 3324.837891
	Iteration 65Q: 3 clusters Score -3440761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3440765.500000 Penalty: 3324.837891
	Iteration 66Q: 3 clusters Score -3440766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3440768.000000 Penalty: 3324.837891
	Iteration 67Q: 3 clusters Score -3440768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3440771.000000 Penalty: 3324.837891
	Iteration 68Q: 3 clusters Score -3440771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3440778.750000 Penalty: 3324.837891
	Iteration 69Q: 3 clusters Score -3440779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3440782.500000 Penalty: 3324.837891
	Iteration 70Q: 3 clusters Score -3440782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3440784.500000 Penalty: 3324.837891
	Iteration 71Q: 3 clusters Score -3440784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3440787.250000 Penalty: 3324.837891
	Iteration 72Q: 3 clusters Score -3440787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3440787.500000 Penalty: 3324.837891
	Iteration 73Q: 3 clusters Score -3440788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3440785.250000 Penalty: 3324.837891
	Iteration 74Q: 3 clusters Score -3440785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3440786.250000 Penalty: 3324.837891
	Iteration 75Q: 3 clusters Score -3440786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3440786.250000 Penalty: 3324.837891
	Iteration 76F: 3 clusters Score -3440786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Entering Unmasked Estep 
Score: -5499012.000000 Penalty: 1735.486694
	Iteration 0F: 2 clusters Score -5499012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -5469992.500000 Penalty: 3470.973389
	Iteration 0F: 3 clusters Score -5469992 nChanged 20364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5481321.000000 Penalty: 3470.973389
	Iteration 1F: 3 clusters Score -5481321 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -5481816.000000 Penalty: 3470.973389
	Iteration 2Q: 3 clusters Score -5481816 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -5482230.000000 Penalty: 3470.973389
	Iteration 3Q: 3 clusters Score -5482230 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5482862.500000 Penalty: 3470.973389
	Iteration 4Q: 3 clusters Score -5482862 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5483529.500000 Penalty: 3470.973389
	Iteration 5Q: 3 clusters Score -5483530 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5484393.500000 Penalty: 3470.973389
	Iteration 6Q: 3 clusters Score -5484394 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -5485534.500000 Penalty: 3470.973389
	Iteration 7Q: 3 clusters Score -5485534 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -5486936.500000 Penalty: 3470.973389
	Iteration 8F: 3 clusters Score -5486936 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -5488480.500000 Penalty: 3470.973389
	Iteration 9F: 3 clusters Score -5488480 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5489778.000000 Penalty: 3470.973389
	Iteration 10F: 3 clusters Score -5489778 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -5490511.500000 Penalty: 3470.973389
	Iteration 11Q: 3 clusters Score -5490512 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -5490797.500000 Penalty: 3470.973389
	Iteration 12Q: 3 clusters Score -5490798 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5490996.000000 Penalty: 3470.973389
	Iteration 13Q: 3 clusters Score -5490996 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -5491139.000000 Penalty: 3470.973389
	Iteration 14Q: 3 clusters Score -5491139 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -5491303.000000 Penalty: 3470.973389
	Iteration 15Q: 3 clusters Score -5491303 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -5491508.000000 Penalty: 3470.973389
	Iteration 16Q: 3 clusters Score -5491508 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5491720.500000 Penalty: 3470.973389
	Iteration 17Q: 3 clusters Score -5491720 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -5491962.000000 Penalty: 3470.973389
	Iteration 18Q: 3 clusters Score -5491962 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -5492203.000000 Penalty: 3470.973389
	Iteration 19Q: 3 clusters Score -5492203 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -5492442.000000 Penalty: 3470.973389
	Iteration 20F: 3 clusters Score -5492442 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -5492698.500000 Penalty: 3470.973389
	Iteration 21Q: 3 clusters Score -5492698 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -5492989.500000 Penalty: 3470.973389
	Iteration 22Q: 3 clusters Score -5492990 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -5493330.500000 Penalty: 3470.973389
	Iteration 23Q: 3 clusters Score -5493330 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -5493648.500000 Penalty: 3470.973389
	Iteration 24Q: 3 clusters Score -5493648 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -5493977.000000 Penalty: 3470.973389
	Iteration 25Q: 3 clusters Score -5493977 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5494301.000000 Penalty: 3470.973389
	Iteration 26Q: 3 clusters Score -5494301 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -5494714.500000 Penalty: 3470.973389
	Iteration 27Q: 3 clusters Score -5494714 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5495113.500000 Penalty: 3470.973389
	Iteration 28Q: 3 clusters Score -5495114 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5495518.000000 Penalty: 3470.973389
	Iteration 29Q: 3 clusters Score -5495518 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5495856.000000 Penalty: 3470.973389
	Iteration 30Q: 3 clusters Score -5495856 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5496122.500000 Penalty: 3470.973389
	Iteration 31Q: 3 clusters Score -5496122 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -5496347.000000 Penalty: 3470.973389
	Iteration 32Q: 3 clusters Score -5496347 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5496547.000000 Penalty: 3470.973389
	Iteration 33Q: 3 clusters Score -5496547 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -5496719.000000 Penalty: 3470.973389
	Iteration 34Q: 3 clusters Score -5496719 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5496875.000000 Penalty: 3470.973389
	Iteration 35Q: 3 clusters Score -5496875 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5497013.500000 Penalty: 3470.973389
	Iteration 36Q: 3 clusters Score -5497014 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5497103.500000 Penalty: 3470.973389
	Iteration 37Q: 3 clusters Score -5497104 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5497197.000000 Penalty: 3470.973389
	Iteration 38Q: 3 clusters Score -5497197 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -5497269.000000 Penalty: 3470.973389
	Iteration 39Q: 3 clusters Score -5497269 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -5497332.000000 Penalty: 3470.973389
	Iteration 40F: 3 clusters Score -5497332 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5497424.500000 Penalty: 3470.973389
	Iteration 41Q: 3 clusters Score -5497424 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -5497471.500000 Penalty: 3470.973389
	Iteration 42Q: 3 clusters Score -5497472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5497495.000000 Penalty: 3470.973389
	Iteration 43Q: 3 clusters Score -5497495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -5497535.500000 Penalty: 3470.973389
	Iteration 44Q: 3 clusters Score -5497536 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5497570.500000 Penalty: 3470.973389
	Iteration 45Q: 3 clusters Score -5497570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5497587.000000 Penalty: 3470.973389
	Iteration 46Q: 3 clusters Score -5497587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -5497602.000000 Penalty: 3470.973389
	Iteration 47Q: 3 clusters Score -5497602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -5497618.000000 Penalty: 3470.973389
	Iteration 48Q: 3 clusters Score -5497618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -5497638.000000 Penalty: 3470.973389
	Iteration 49Q: 3 clusters Score -5497638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5497646.500000 Penalty: 3470.973389
	Iteration 50Q: 3 clusters Score -5497646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -5497654.000000 Penalty: 3470.973389
	Iteration 51Q: 3 clusters Score -5497654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5497662.000000 Penalty: 3470.973389
	Iteration 52Q: 3 clusters Score -5497662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -5497668.000000 Penalty: 3470.973389
	Iteration 53Q: 3 clusters Score -5497668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -5497674.000000 Penalty: 3470.973389
	Iteration 54Q: 3 clusters Score -5497674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5497676.000000 Penalty: 3470.973389
	Iteration 55Q: 3 clusters Score -5497676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -5497677.500000 Penalty: 3470.973389
	Iteration 56Q: 3 clusters Score -5497678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5497693.000000 Penalty: 3470.973389
	Iteration 57Q: 3 clusters Score -5497693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5497690.500000 Penalty: 3470.973389
	Iteration 58Q: 3 clusters Score -5497690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -5497696.500000 Penalty: 3470.973389
	Iteration 59Q: 3 clusters Score -5497696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5497703.500000 Penalty: 3470.973389
	Iteration 60F: 3 clusters Score -5497704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -5497709.500000 Penalty: 3470.973389
	Iteration 61Q: 3 clusters Score -5497710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -5497706.500000 Penalty: 3470.973389
	Iteration 62Q: 3 clusters Score -5497706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5497709.000000 Penalty: 3470.973389
	Iteration 63Q: 3 clusters Score -5497709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5497716.000000 Penalty: 3470.973389
	Iteration 64Q: 3 clusters Score -5497716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -5497708.000000 Penalty: 3470.973389
	Iteration 65Q: 3 clusters Score -5497708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -5497706.500000 Penalty: 3470.973389
	Iteration 66Q: 3 clusters Score -5497706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5497717.500000 Penalty: 3470.973389
	Iteration 67Q: 3 clusters Score -5497718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -5497719.500000 Penalty: 3470.973389
	Iteration 68Q: 3 clusters Score -5497720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -5497716.500000 Penalty: 3470.973389
	Iteration 69Q: 3 clusters Score -5497716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -5497712.000000 Penalty: 3470.973389
	Iteration 70Q: 3 clusters Score -5497712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -5497717.000000 Penalty: 3470.973389
	Iteration 71Q: 3 clusters Score -5497717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5497725.000000 Penalty: 3470.973389
	Iteration 72Q: 3 clusters Score -5497725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5497724.000000 Penalty: 3470.973389
	Iteration 73Q: 3 clusters Score -5497724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5497729.500000 Penalty: 3470.973389
	Iteration 74Q: 3 clusters Score -5497730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -5497738.000000 Penalty: 3470.973389
	Iteration 75Q: 3 clusters Score -5497738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5497736.500000 Penalty: 3470.973389
	Iteration 76Q: 3 clusters Score -5497736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -5497736.500000 Penalty: 3470.973389
	Iteration 77Q: 3 clusters Score -5497736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5497737.500000 Penalty: 3470.973389
	Iteration 78Q: 3 clusters Score -5497738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5497740.000000 Penalty: 3470.973389
	Iteration 79Q: 3 clusters Score -5497740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -5497739.000000 Penalty: 3470.973389
	Iteration 80F: 3 clusters Score -5497739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -5497746.500000 Penalty: 3470.973389
	Iteration 81Q: 3 clusters Score -5497746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -5497740.500000 Penalty: 3470.973389
	Iteration 82Q: 3 clusters Score -5497740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5497741.000000 Penalty: 3470.973389
	Iteration 83Q: 3 clusters Score -5497741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -5497740.000000 Penalty: 3470.973389
	Iteration 84Q: 3 clusters Score -5497740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5497742.500000 Penalty: 3470.973389
	Iteration 85Q: 3 clusters Score -5497742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5497740.000000 Penalty: 3470.973389
	Iteration 86Q: 3 clusters Score -5497740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5497742.500000 Penalty: 3470.973389
	Iteration 87Q: 3 clusters Score -5497742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5497746.000000 Penalty: 3470.973389
	Iteration 88Q: 3 clusters Score -5497746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5497744.000000 Penalty: 3470.973389
	Iteration 89Q: 3 clusters Score -5497744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5497744.000000 Penalty: 3470.973389
	Iteration 90F: 3 clusters Score -5497744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -66384.320312 Penalty: 1029.734253
	Iteration 0F: 2 clusters Score -66384.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65261.171875 Penalty: 2059.468506
	Iteration 0F: 3 clusters Score -65261.17 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65414.953125 Penalty: 2059.468506
	Iteration 1F: 3 clusters Score -65414.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65472.804688 Penalty: 2059.468506
	Iteration 2F: 3 clusters Score -65472.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65530.855469 Penalty: 2059.468506
	Iteration 3Q: 3 clusters Score -65530.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65597.429688 Penalty: 2059.468506
	Iteration 4Q: 3 clusters Score -65597.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65634.093750 Penalty: 2059.468506
	Iteration 5Q: 3 clusters Score -65634.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65663.343750 Penalty: 2059.468506
	Iteration 6Q: 3 clusters Score -65663.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65673.843750 Penalty: 2059.468506
	Iteration 7Q: 3 clusters Score -65673.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65691.648438 Penalty: 2059.468506
	Iteration 8Q: 3 clusters Score -65691.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65699.523438 Penalty: 2059.468506
	Iteration 9Q: 3 clusters Score -65699.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65700.992188 Penalty: 2059.468506
	Iteration 10Q: 3 clusters Score -65700.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65701.820312 Penalty: 2059.468506
	Iteration 11Q: 3 clusters Score -65701.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65703.250000 Penalty: 2059.468506
	Iteration 12Q: 3 clusters Score -65703.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65703.250000 Penalty: 2059.468506
	Iteration 13F: 3 clusters Score -65703.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Entering Unmasked Estep 
Score: -851185.187500 Penalty: 1432.280396
	Iteration 0F: 2 clusters Score -851185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -846060.187500 Penalty: 2864.560791
	Iteration 0F: 3 clusters Score -846060.2 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -847660.812500 Penalty: 2864.560791
	Iteration 1F: 3 clusters Score -847660.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -847960.625000 Penalty: 2864.560791
	Iteration 2F: 3 clusters Score -847960.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -848215.562500 Penalty: 2864.560791
	Iteration 3F: 3 clusters Score -848215.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -848396.812500 Penalty: 2864.560791
	Iteration 4F: 3 clusters Score -848396.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -848551.750000 Penalty: 2864.560791
	Iteration 5Q: 3 clusters Score -848551.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -848698.750000 Penalty: 2864.560791
	Iteration 6Q: 3 clusters Score -848698.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -848859.375000 Penalty: 2864.560791
	Iteration 7Q: 3 clusters Score -848859.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -849023.875000 Penalty: 2864.560791
	Iteration 8Q: 3 clusters Score -849023.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -849154.812500 Penalty: 2864.560791
	Iteration 9Q: 3 clusters Score -849154.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -849266.125000 Penalty: 2864.560791
	Iteration 10Q: 3 clusters Score -849266.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -849344.187500 Penalty: 2864.560791
	Iteration 11Q: 3 clusters Score -849344.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -849400.812500 Penalty: 2864.560791
	Iteration 12Q: 3 clusters Score -849400.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -849446.437500 Penalty: 2864.560791
	Iteration 13Q: 3 clusters Score -849446.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -849478.000000 Penalty: 2864.560791
	Iteration 14Q: 3 clusters Score -849478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -849494.562500 Penalty: 2864.560791
	Iteration 15Q: 3 clusters Score -849494.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -849509.500000 Penalty: 2864.560791
	Iteration 16Q: 3 clusters Score -849509.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -849523.062500 Penalty: 2864.560791
	Iteration 17Q: 3 clusters Score -849523.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -849539.187500 Penalty: 2864.560791
	Iteration 18Q: 3 clusters Score -849539.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -849557.437500 Penalty: 2864.560791
	Iteration 19Q: 3 clusters Score -849557.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -849573.500000 Penalty: 2864.560791
	Iteration 20F: 3 clusters Score -849573.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -849587.312500 Penalty: 2864.560791
	Iteration 21Q: 3 clusters Score -849587.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -849598.187500 Penalty: 2864.560791
	Iteration 22Q: 3 clusters Score -849598.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -849609.812500 Penalty: 2864.560791
	Iteration 23Q: 3 clusters Score -849609.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -849621.375000 Penalty: 2864.560791
	Iteration 24Q: 3 clusters Score -849621.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -849632.312500 Penalty: 2864.560791
	Iteration 25Q: 3 clusters Score -849632.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -849637.375000 Penalty: 2864.560791
	Iteration 26Q: 3 clusters Score -849637.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -849647.000000 Penalty: 2864.560791
	Iteration 27Q: 3 clusters Score -849647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -849653.562500 Penalty: 2864.560791
	Iteration 28Q: 3 clusters Score -849653.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -849665.812500 Penalty: 2864.560791
	Iteration 29Q: 3 clusters Score -849665.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -849674.875000 Penalty: 2864.560791
	Iteration 30Q: 3 clusters Score -849674.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -849679.125000 Penalty: 2864.560791
	Iteration 31Q: 3 clusters Score -849679.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -849687.750000 Penalty: 2864.560791
	Iteration 32Q: 3 clusters Score -849687.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -849695.312500 Penalty: 2864.560791
	Iteration 33Q: 3 clusters Score -849695.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -849703.937500 Penalty: 2864.560791
	Iteration 34Q: 3 clusters Score -849703.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -849710.187500 Penalty: 2864.560791
	Iteration 35Q: 3 clusters Score -849710.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -849717.187500 Penalty: 2864.560791
	Iteration 36Q: 3 clusters Score -849717.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -849719.062500 Penalty: 2864.560791
	Iteration 37Q: 3 clusters Score -849719.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -849725.562500 Penalty: 2864.560791
	Iteration 38Q: 3 clusters Score -849725.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -849733.062500 Penalty: 2864.560791
	Iteration 39Q: 3 clusters Score -849733.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -849740.125000 Penalty: 2864.560791
	Iteration 40F: 3 clusters Score -849740.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -849747.437500 Penalty: 2864.560791
	Iteration 41Q: 3 clusters Score -849747.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -849750.875000 Penalty: 2864.560791
	Iteration 42Q: 3 clusters Score -849750.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -849757.250000 Penalty: 2864.560791
	Iteration 43Q: 3 clusters Score -849757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -849767.000000 Penalty: 2864.560791
	Iteration 44Q: 3 clusters Score -849767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -849777.687500 Penalty: 2864.560791
	Iteration 45Q: 3 clusters Score -849777.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -849784.437500 Penalty: 2864.560791
	Iteration 46Q: 3 clusters Score -849784.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -849786.187500 Penalty: 2864.560791
	Iteration 47Q: 3 clusters Score -849786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -849789.437500 Penalty: 2864.560791
	Iteration 48Q: 3 clusters Score -849789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -849788.062500 Penalty: 2864.560791
	Iteration 49Q: 3 clusters Score -849788.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -849789.437500 Penalty: 2864.560791
	Iteration 50Q: 3 clusters Score -849789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -849792.062500 Penalty: 2864.560791
	Iteration 51Q: 3 clusters Score -849792.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -849791.312500 Penalty: 2864.560791
	Iteration 52Q: 3 clusters Score -849791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -849791.312500 Penalty: 2864.560791
	Iteration 53F: 3 clusters Score -849791.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Entering Unmasked Estep 
Score: -6214922.500000 Penalty: 1752.875244
	Iteration 0F: 2 clusters Score -6214922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -6182634.000000 Penalty: 3505.750488
	Iteration 0F: 3 clusters Score -6182634 nChanged 22721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -6195631.000000 Penalty: 3505.750488
	Iteration 1F: 3 clusters Score -6195631 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -6196328.000000 Penalty: 3505.750488
	Iteration 2Q: 3 clusters Score -6196328 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -6197340.500000 Penalty: 3505.750488
	Iteration 3Q: 3 clusters Score -6197340 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -6198902.000000 Penalty: 3505.750488
	Iteration 4F: 3 clusters Score -6198902 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -6201318.500000 Penalty: 3505.750488
	Iteration 5F: 3 clusters Score -6201318 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -6204074.000000 Penalty: 3505.750488
	Iteration 6F: 3 clusters Score -6204074 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -6206675.000000 Penalty: 3505.750488
	Iteration 7F: 3 clusters Score -6206675 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -6208850.000000 Penalty: 3505.750488
	Iteration 8Q: 3 clusters Score -6208850 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -6210295.500000 Penalty: 3505.750488
	Iteration 9Q: 3 clusters Score -6210296 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -6211256.000000 Penalty: 3505.750488
	Iteration 10Q: 3 clusters Score -6211256 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -6211875.500000 Penalty: 3505.750488
	Iteration 11Q: 3 clusters Score -6211876 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -6212299.500000 Penalty: 3505.750488
	Iteration 12Q: 3 clusters Score -6212300 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -6212617.000000 Penalty: 3505.750488
	Iteration 13Q: 3 clusters Score -6212617 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -6212840.000000 Penalty: 3505.750488
	Iteration 14Q: 3 clusters Score -6212840 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6213001.000000 Penalty: 3505.750488
	Iteration 15Q: 3 clusters Score -6213001 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -6213102.000000 Penalty: 3505.750488
	Iteration 16Q: 3 clusters Score -6213102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -6213174.000000 Penalty: 3505.750488
	Iteration 17Q: 3 clusters Score -6213174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -6213239.500000 Penalty: 3505.750488
	Iteration 18Q: 3 clusters Score -6213240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -6213297.500000 Penalty: 3505.750488
	Iteration 19Q: 3 clusters Score -6213298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -6213320.500000 Penalty: 3505.750488
	Iteration 20F: 3 clusters Score -6213320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -6213331.500000 Penalty: 3505.750488
	Iteration 21Q: 3 clusters Score -6213332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -6213352.500000 Penalty: 3505.750488
	Iteration 22Q: 3 clusters Score -6213352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -6213367.000000 Penalty: 3505.750488
	Iteration 23Q: 3 clusters Score -6213367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -6213371.000000 Penalty: 3505.750488
	Iteration 24Q: 3 clusters Score -6213371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -6213385.500000 Penalty: 3505.750488
	Iteration 25Q: 3 clusters Score -6213386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -6213393.500000 Penalty: 3505.750488
	Iteration 26Q: 3 clusters Score -6213394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -6213390.500000 Penalty: 3505.750488
	Iteration 27Q: 3 clusters Score -6213390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -6213394.500000 Penalty: 3505.750488
	Iteration 28Q: 3 clusters Score -6213394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -6213401.000000 Penalty: 3505.750488
	Iteration 29Q: 3 clusters Score -6213401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -6213404.500000 Penalty: 3505.750488
	Iteration 30Q: 3 clusters Score -6213404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6213408.500000 Penalty: 3505.750488
	Iteration 31Q: 3 clusters Score -6213408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -6213410.500000 Penalty: 3505.750488
	Iteration 32Q: 3 clusters Score -6213410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -6213412.000000 Penalty: 3505.750488
	Iteration 33Q: 3 clusters Score -6213412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -6213418.000000 Penalty: 3505.750488
	Iteration 34Q: 3 clusters Score -6213418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -6213413.500000 Penalty: 3505.750488
	Iteration 35Q: 3 clusters Score -6213414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -6213415.000000 Penalty: 3505.750488
	Iteration 36Q: 3 clusters Score -6213415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -6213415.500000 Penalty: 3505.750488
	Iteration 37Q: 3 clusters Score -6213416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -6213415.500000 Penalty: 3505.750488
	Iteration 38Q: 3 clusters Score -6213416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -6213415.500000 Penalty: 3505.750488
	Iteration 39F: 3 clusters Score -6213416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Entering Unmasked Estep 
Score: -10366569.000000 Penalty: 1836.499878
	Iteration 0F: 2 clusters Score -1.036657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -10316586.000000 Penalty: 3672.999756
	Iteration 0F: 3 clusters Score -1.031659e+07 nChanged 38678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -10338862.000000 Penalty: 3672.999756
	Iteration 1F: 3 clusters Score -1.033886e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -10339552.000000 Penalty: 3672.999756
	Iteration 2Q: 3 clusters Score -1.033955e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -10340302.000000 Penalty: 3672.999756
	Iteration 3Q: 3 clusters Score -1.03403e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -10341372.000000 Penalty: 3672.999756
	Iteration 4Q: 3 clusters Score -1.034137e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -10343181.000000 Penalty: 3672.999756
	Iteration 5F: 3 clusters Score -1.034318e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -10346019.000000 Penalty: 3672.999756
	Iteration 6F: 3 clusters Score -1.034602e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -10350129.000000 Penalty: 3672.999756
	Iteration 7F: 3 clusters Score -1.035013e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -10355125.000000 Penalty: 3672.999756
	Iteration 8F: 3 clusters Score -1.035512e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -10360773.000000 Penalty: 3672.999756
	Iteration 9F: 3 clusters Score -1.036077e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -10363572.000000 Penalty: 3672.999756
	Iteration 10Q: 3 clusters Score -1.036357e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -10364525.000000 Penalty: 3672.999756
	Iteration 11Q: 3 clusters Score -1.036452e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -10364873.000000 Penalty: 3672.999756
	Iteration 12Q: 3 clusters Score -1.036487e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -10365076.000000 Penalty: 3672.999756
	Iteration 13Q: 3 clusters Score -1.036508e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -10365206.000000 Penalty: 3672.999756
	Iteration 14Q: 3 clusters Score -1.036521e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -10365266.000000 Penalty: 3672.999756
	Iteration 15Q: 3 clusters Score -1.036527e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -10365311.000000 Penalty: 3672.999756
	Iteration 16Q: 3 clusters Score -1.036531e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -10365332.000000 Penalty: 3672.999756
	Iteration 17Q: 3 clusters Score -1.036533e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -10365334.000000 Penalty: 3672.999756
	Iteration 18Q: 3 clusters Score -1.036533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -10365337.000000 Penalty: 3672.999756
	Iteration 19Q: 3 clusters Score -1.036534e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -10365367.000000 Penalty: 3672.999756
	Iteration 20F: 3 clusters Score -1.036537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -10365376.000000 Penalty: 3672.999756
	Iteration 21Q: 3 clusters Score -1.036538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -10365378.000000 Penalty: 3672.999756
	Iteration 22Q: 3 clusters Score -1.036538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -10365395.000000 Penalty: 3672.999756
	Iteration 23Q: 3 clusters Score -1.03654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -10365402.000000 Penalty: 3672.999756
	Iteration 24Q: 3 clusters Score -1.03654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -10365412.000000 Penalty: 3672.999756
	Iteration 25Q: 3 clusters Score -1.036541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -10365410.000000 Penalty: 3672.999756
	Iteration 26Q: 3 clusters Score -1.036541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -10365423.000000 Penalty: 3672.999756
	Iteration 27Q: 3 clusters Score -1.036542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -10365431.000000 Penalty: 3672.999756
	Iteration 28Q: 3 clusters Score -1.036543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -10365424.000000 Penalty: 3672.999756
	Iteration 29Q: 3 clusters Score -1.036542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -10365430.000000 Penalty: 3672.999756
	Iteration 30Q: 3 clusters Score -1.036543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -10365436.000000 Penalty: 3672.999756
	Iteration 31Q: 3 clusters Score -1.036544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -10365437.000000 Penalty: 3672.999756
	Iteration 32Q: 3 clusters Score -1.036544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -10365437.000000 Penalty: 3672.999756
	Iteration 33F: 3 clusters Score -1.036544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Entering Unmasked Estep 
Score: -6268243.500000 Penalty: 1753.876343
	Iteration 0F: 2 clusters Score -6268244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6236087.000000 Penalty: 3507.752686
	Iteration 0F: 3 clusters Score -6236087 nChanged 22976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -6248986.000000 Penalty: 3507.752686
	Iteration 1F: 3 clusters Score -6248986 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6249400.000000 Penalty: 3507.752686
	Iteration 2Q: 3 clusters Score -6249400 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -6249782.000000 Penalty: 3507.752686
	Iteration 3Q: 3 clusters Score -6249782 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -6250358.000000 Penalty: 3507.752686
	Iteration 4Q: 3 clusters Score -6250358 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -6251225.000000 Penalty: 3507.752686
	Iteration 5Q: 3 clusters Score -6251225 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6252628.000000 Penalty: 3507.752686
	Iteration 6F: 3 clusters Score -6252628 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -6254775.500000 Penalty: 3507.752686
	Iteration 7F: 3 clusters Score -6254776 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -6257644.500000 Penalty: 3507.752686
	Iteration 8F: 3 clusters Score -6257644 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -6260505.500000 Penalty: 3507.752686
	Iteration 9F: 3 clusters Score -6260506 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -6262350.000000 Penalty: 3507.752686
	Iteration 10F: 3 clusters Score -6262350 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -6263381.500000 Penalty: 3507.752686
	Iteration 11Q: 3 clusters Score -6263382 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -6263999.000000 Penalty: 3507.752686
	Iteration 12Q: 3 clusters Score -6263999 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -6264452.500000 Penalty: 3507.752686
	Iteration 13Q: 3 clusters Score -6264452 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -6264851.500000 Penalty: 3507.752686
	Iteration 14Q: 3 clusters Score -6264852 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -6265191.500000 Penalty: 3507.752686
	Iteration 15Q: 3 clusters Score -6265192 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -6265451.500000 Penalty: 3507.752686
	Iteration 16Q: 3 clusters Score -6265452 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -6265685.500000 Penalty: 3507.752686
	Iteration 17Q: 3 clusters Score -6265686 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -6265836.000000 Penalty: 3507.752686
	Iteration 18Q: 3 clusters Score -6265836 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -6265966.500000 Penalty: 3507.752686
	Iteration 19Q: 3 clusters Score -6265966 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -6266113.000000 Penalty: 3507.752686
	Iteration 20F: 3 clusters Score -6266113 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -6266261.500000 Penalty: 3507.752686
	Iteration 21Q: 3 clusters Score -6266262 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -6266343.500000 Penalty: 3507.752686
	Iteration 22Q: 3 clusters Score -6266344 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -6266483.000000 Penalty: 3507.752686
	Iteration 23Q: 3 clusters Score -6266483 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -6266565.500000 Penalty: 3507.752686
	Iteration 24Q: 3 clusters Score -6266566 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -6266607.000000 Penalty: 3507.752686
	Iteration 25Q: 3 clusters Score -6266607 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -6266636.500000 Penalty: 3507.752686
	Iteration 26Q: 3 clusters Score -6266636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -6266698.500000 Penalty: 3507.752686
	Iteration 27Q: 3 clusters Score -6266698 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -6266724.500000 Penalty: 3507.752686
	Iteration 28Q: 3 clusters Score -6266724 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6266737.000000 Penalty: 3507.752686
	Iteration 29Q: 3 clusters Score -6266737 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -6266793.500000 Penalty: 3507.752686
	Iteration 30Q: 3 clusters Score -6266794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6266779.500000 Penalty: 3507.752686
	Iteration 31Q: 3 clusters Score -6266780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -6266818.500000 Penalty: 3507.752686
	Iteration 32Q: 3 clusters Score -6266818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -6266813.500000 Penalty: 3507.752686
	Iteration 33Q: 3 clusters Score -6266814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -6266824.000000 Penalty: 3507.752686
	Iteration 34Q: 3 clusters Score -6266824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -6266861.500000 Penalty: 3507.752686
	Iteration 35Q: 3 clusters Score -6266862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -6266875.500000 Penalty: 3507.752686
	Iteration 36Q: 3 clusters Score -6266876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -6266893.500000 Penalty: 3507.752686
	Iteration 37Q: 3 clusters Score -6266894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -6266895.500000 Penalty: 3507.752686
	Iteration 38Q: 3 clusters Score -6266896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -6266901.000000 Penalty: 3507.752686
	Iteration 39Q: 3 clusters Score -6266901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -6266915.500000 Penalty: 3507.752686
	Iteration 40F: 3 clusters Score -6266916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -6266910.500000 Penalty: 3507.752686
	Iteration 41Q: 3 clusters Score -6266910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -6266917.500000 Penalty: 3507.752686
	Iteration 42Q: 3 clusters Score -6266918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -6266926.000000 Penalty: 3507.752686
	Iteration 43Q: 3 clusters Score -6266926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -6266924.500000 Penalty: 3507.752686
	Iteration 44Q: 3 clusters Score -6266924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -6266923.000000 Penalty: 3507.752686
	Iteration 45Q: 3 clusters Score -6266923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -6266922.500000 Penalty: 3507.752686
	Iteration 46Q: 3 clusters Score -6266922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -6266917.500000 Penalty: 3507.752686
	Iteration 47Q: 3 clusters Score -6266918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -6266914.000000 Penalty: 3507.752686
	Iteration 48Q: 3 clusters Score -6266914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -6266908.000000 Penalty: 3507.752686
	Iteration 49Q: 3 clusters Score -6266908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -6266910.500000 Penalty: 3507.752686
	Iteration 50Q: 3 clusters Score -6266910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -6266917.000000 Penalty: 3507.752686
	Iteration 51Q: 3 clusters Score -6266917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -6266923.000000 Penalty: 3507.752686
	Iteration 52Q: 3 clusters Score -6266923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -6266925.500000 Penalty: 3507.752686
	Iteration 53Q: 3 clusters Score -6266926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -6266928.500000 Penalty: 3507.752686
	Iteration 54Q: 3 clusters Score -6266928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -6266931.500000 Penalty: 3507.752686
	Iteration 55Q: 3 clusters Score -6266932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -6266934.000000 Penalty: 3507.752686
	Iteration 56Q: 3 clusters Score -6266934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6266934.000000 Penalty: 3507.752686
	Iteration 57Q: 3 clusters Score -6266934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -6266930.500000 Penalty: 3507.752686
	Iteration 58Q: 3 clusters Score -6266930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -6266924.000000 Penalty: 3507.752686
	Iteration 59Q: 3 clusters Score -6266924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -6266932.000000 Penalty: 3507.752686
	Iteration 60F: 3 clusters Score -6266932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -6266930.500000 Penalty: 3507.752686
	Iteration 61Q: 3 clusters Score -6266930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6266933.500000 Penalty: 3507.752686
	Iteration 62Q: 3 clusters Score -6266934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6266939.000000 Penalty: 3507.752686
	Iteration 63Q: 3 clusters Score -6266939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6266941.500000 Penalty: 3507.752686
	Iteration 64Q: 3 clusters Score -6266942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6266941.500000 Penalty: 3507.752686
	Iteration 65F: 3 clusters Score -6266942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Entering Unmasked Estep 
Score: -7900125.000000 Penalty: 1794.682617
	Iteration 0F: 2 clusters Score -7900125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7858572.000000 Penalty: 3589.365234
	Iteration 0F: 3 clusters Score -7858572 nChanged 29477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -7875966.000000 Penalty: 3589.365234
	Iteration 1F: 3 clusters Score -7875966 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -7876975.500000 Penalty: 3589.365234
	Iteration 2Q: 3 clusters Score -7876976 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -7878472.500000 Penalty: 3589.365234
	Iteration 3F: 3 clusters Score -7878472 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -7880865.000000 Penalty: 3589.365234
	Iteration 4F: 3 clusters Score -7880865 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -7884285.500000 Penalty: 3589.365234
	Iteration 5F: 3 clusters Score -7884286 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -7888607.500000 Penalty: 3589.365234
	Iteration 6F: 3 clusters Score -7888608 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -7892730.500000 Penalty: 3589.365234
	Iteration 7F: 3 clusters Score -7892730 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -7895601.500000 Penalty: 3589.365234
	Iteration 8Q: 3 clusters Score -7895602 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7897032.000000 Penalty: 3589.365234
	Iteration 9Q: 3 clusters Score -7897032 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -7897786.500000 Penalty: 3589.365234
	Iteration 10Q: 3 clusters Score -7897786 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7898222.000000 Penalty: 3589.365234
	Iteration 11Q: 3 clusters Score -7898222 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7898441.500000 Penalty: 3589.365234
	Iteration 12Q: 3 clusters Score -7898442 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7898626.000000 Penalty: 3589.365234
	Iteration 13Q: 3 clusters Score -7898626 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7898763.000000 Penalty: 3589.365234
	Iteration 14Q: 3 clusters Score -7898763 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7898890.500000 Penalty: 3589.365234
	Iteration 15Q: 3 clusters Score -7898890 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7898930.000000 Penalty: 3589.365234
	Iteration 16Q: 3 clusters Score -7898930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7898977.500000 Penalty: 3589.365234
	Iteration 17Q: 3 clusters Score -7898978 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7899028.500000 Penalty: 3589.365234
	Iteration 18Q: 3 clusters Score -7899028 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7899066.500000 Penalty: 3589.365234
	Iteration 19Q: 3 clusters Score -7899066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7899084.500000 Penalty: 3589.365234
	Iteration 20F: 3 clusters Score -7899084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7899091.000000 Penalty: 3589.365234
	Iteration 21Q: 3 clusters Score -7899091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7899097.500000 Penalty: 3589.365234
	Iteration 22Q: 3 clusters Score -7899098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7899100.000000 Penalty: 3589.365234
	Iteration 23Q: 3 clusters Score -7899100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7899104.500000 Penalty: 3589.365234
	Iteration 24Q: 3 clusters Score -7899104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7899120.500000 Penalty: 3589.365234
	Iteration 25Q: 3 clusters Score -7899120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7899125.500000 Penalty: 3589.365234
	Iteration 26Q: 3 clusters Score -7899126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7899122.500000 Penalty: 3589.365234
	Iteration 27Q: 3 clusters Score -7899122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7899126.500000 Penalty: 3589.365234
	Iteration 28Q: 3 clusters Score -7899126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7899131.000000 Penalty: 3589.365234
	Iteration 29Q: 3 clusters Score -7899131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7899141.500000 Penalty: 3589.365234
	Iteration 30Q: 3 clusters Score -7899142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7899144.000000 Penalty: 3589.365234
	Iteration 31Q: 3 clusters Score -7899144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7899148.000000 Penalty: 3589.365234
	Iteration 32Q: 3 clusters Score -7899148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7899142.500000 Penalty: 3589.365234
	Iteration 33Q: 3 clusters Score -7899142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7899135.500000 Penalty: 3589.365234
	Iteration 34Q: 3 clusters Score -7899136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7899149.000000 Penalty: 3589.365234
	Iteration 35Q: 3 clusters Score -7899149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7899157.000000 Penalty: 3589.365234
	Iteration 36Q: 3 clusters Score -7899157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7899158.500000 Penalty: 3589.365234
	Iteration 37Q: 3 clusters Score -7899158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7899160.500000 Penalty: 3589.365234
	Iteration 38Q: 3 clusters Score -7899160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7899161.500000 Penalty: 3589.365234
	Iteration 39Q: 3 clusters Score -7899162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7899160.000000 Penalty: 3589.365234
	Iteration 40F: 3 clusters Score -7899160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7899160.500000 Penalty: 3589.365234
	Iteration 41Q: 3 clusters Score -7899160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7899161.000000 Penalty: 3589.365234
	Iteration 42Q: 3 clusters Score -7899161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7899167.000000 Penalty: 3589.365234
	Iteration 43Q: 3 clusters Score -7899167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7899167.000000 Penalty: 3589.365234
	Iteration 44F: 3 clusters Score -7899167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Entering Unmasked Estep 
Score: -3408834.750000 Penalty: 1656.237549
	Iteration 0F: 2 clusters Score -3408835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3390733.750000 Penalty: 3312.475098
	Iteration 0F: 3 clusters Score -3390734 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3397439.500000 Penalty: 3312.475098
	Iteration 1F: 3 clusters Score -3397440 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3397822.500000 Penalty: 3312.475098
	Iteration 2Q: 3 clusters Score -3397822 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3398231.000000 Penalty: 3312.475098
	Iteration 3Q: 3 clusters Score -3398231 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3398707.500000 Penalty: 3312.475098
	Iteration 4Q: 3 clusters Score -3398708 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3399380.500000 Penalty: 3312.475098
	Iteration 5F: 3 clusters Score -3399380 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3400525.000000 Penalty: 3312.475098
	Iteration 6F: 3 clusters Score -3400525 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3402119.500000 Penalty: 3312.475098
	Iteration 7F: 3 clusters Score -3402120 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3403891.500000 Penalty: 3312.475098
	Iteration 8F: 3 clusters Score -3403892 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3405465.500000 Penalty: 3312.475098
	Iteration 9F: 3 clusters Score -3405466 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3406476.500000 Penalty: 3312.475098
	Iteration 10Q: 3 clusters Score -3406476 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3406946.000000 Penalty: 3312.475098
	Iteration 11Q: 3 clusters Score -3406946 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3407172.250000 Penalty: 3312.475098
	Iteration 12Q: 3 clusters Score -3407172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3407289.500000 Penalty: 3312.475098
	Iteration 13Q: 3 clusters Score -3407290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3407355.000000 Penalty: 3312.475098
	Iteration 14Q: 3 clusters Score -3407355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3407391.750000 Penalty: 3312.475098
	Iteration 15Q: 3 clusters Score -3407392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3407406.750000 Penalty: 3312.475098
	Iteration 16Q: 3 clusters Score -3407407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3407432.250000 Penalty: 3312.475098
	Iteration 17Q: 3 clusters Score -3407432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3407440.250000 Penalty: 3312.475098
	Iteration 18Q: 3 clusters Score -3407440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3407440.750000 Penalty: 3312.475098
	Iteration 19Q: 3 clusters Score -3407441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3407443.000000 Penalty: 3312.475098
	Iteration 20F: 3 clusters Score -3407443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -700438.750000 Penalty: 1406.132324
	Iteration 0F: 2 clusters Score -700438.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -696014.375000 Penalty: 2812.264648
	Iteration 0F: 3 clusters Score -696014.4 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -697290.625000 Penalty: 2812.264648
	Iteration 1F: 3 clusters Score -697290.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -697441.875000 Penalty: 2812.264648
	Iteration 2F: 3 clusters Score -697441.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -697569.250000 Penalty: 2812.264648
	Iteration 3Q: 3 clusters Score -697569.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -697660.875000 Penalty: 2812.264648
	Iteration 4Q: 3 clusters Score -697660.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -697716.125000 Penalty: 2812.264648
	Iteration 5Q: 3 clusters Score -697716.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -697763.937500 Penalty: 2812.264648
	Iteration 6Q: 3 clusters Score -697763.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -697813.187500 Penalty: 2812.264648
	Iteration 7Q: 3 clusters Score -697813.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -697856.125000 Penalty: 2812.264648
	Iteration 8Q: 3 clusters Score -697856.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -697898.062500 Penalty: 2812.264648
	Iteration 9Q: 3 clusters Score -697898.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -697941.437500 Penalty: 2812.264648
	Iteration 10Q: 3 clusters Score -697941.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -697995.125000 Penalty: 2812.264648
	Iteration 11Q: 3 clusters Score -697995.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -698050.375000 Penalty: 2812.264648
	Iteration 12Q: 3 clusters Score -698050.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -698118.687500 Penalty: 2812.264648
	Iteration 13Q: 3 clusters Score -698118.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -698202.875000 Penalty: 2812.264648
	Iteration 14Q: 3 clusters Score -698202.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -698297.375000 Penalty: 2812.264648
	Iteration 15Q: 3 clusters Score -698297.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -698426.000000 Penalty: 2812.264648
	Iteration 16Q: 3 clusters Score -698426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -698578.687500 Penalty: 2812.264648
	Iteration 17Q: 3 clusters Score -698578.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -698757.000000 Penalty: 2812.264648
	Iteration 18Q: 3 clusters Score -698757 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -698930.375000 Penalty: 2812.264648
	Iteration 19Q: 3 clusters Score -698930.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -699120.187500 Penalty: 2812.264648
	Iteration 20F: 3 clusters Score -699120.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -699262.250000 Penalty: 2812.264648
	Iteration 21Q: 3 clusters Score -699262.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -699350.000000 Penalty: 2812.264648
	Iteration 22Q: 3 clusters Score -699350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -699386.437500 Penalty: 2812.264648
	Iteration 23Q: 3 clusters Score -699386.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -699406.187500 Penalty: 2812.264648
	Iteration 24Q: 3 clusters Score -699406.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -699419.312500 Penalty: 2812.264648
	Iteration 25Q: 3 clusters Score -699419.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -699426.937500 Penalty: 2812.264648
	Iteration 26Q: 3 clusters Score -699426.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -699432.812500 Penalty: 2812.264648
	Iteration 27Q: 3 clusters Score -699432.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -699434.062500 Penalty: 2812.264648
	Iteration 28Q: 3 clusters Score -699434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -699436.250000 Penalty: 2812.264648
	Iteration 29Q: 3 clusters Score -699436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -699436.250000 Penalty: 2812.264648
	Iteration 30Q: 3 clusters Score -699436.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -699437.937500 Penalty: 2812.264648
	Iteration 31Q: 3 clusters Score -699437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -699439.062500 Penalty: 2812.264648
	Iteration 32Q: 3 clusters Score -699439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -699441.000000 Penalty: 2812.264648
	Iteration 33Q: 3 clusters Score -699441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -699442.750000 Penalty: 2812.264648
	Iteration 34Q: 3 clusters Score -699442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -699441.937500 Penalty: 2812.264648
	Iteration 35Q: 3 clusters Score -699441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -699443.187500 Penalty: 2812.264648
	Iteration 36Q: 3 clusters Score -699443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -699443.312500 Penalty: 2812.264648
	Iteration 37Q: 3 clusters Score -699443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -699443.312500 Penalty: 2812.264648
	Iteration 38F: 3 clusters Score -699443.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (107244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Entering Unmasked Estep 
Score: -13651036.000000 Penalty: 1882.215088
	Iteration 0F: 2 clusters Score -1.365104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -13589105.000000 Penalty: 3764.430176
	Iteration 0F: 3 clusters Score -1.35891e+07 nChanged 51594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -13620127.000000 Penalty: 3764.430176
	Iteration 1F: 3 clusters Score -1.362013e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -13621692.000000 Penalty: 3764.430176
	Iteration 2Q: 3 clusters Score -1.362169e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -13623439.000000 Penalty: 3764.430176
	Iteration 3Q: 3 clusters Score -1.362344e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -13625359.000000 Penalty: 3764.430176
	Iteration 4Q: 3 clusters Score -1.362536e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -13628073.000000 Penalty: 3764.430176
	Iteration 5Q: 3 clusters Score -1.362807e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -13631674.000000 Penalty: 3764.430176
	Iteration 6F: 3 clusters Score -1.363167e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -13636208.000000 Penalty: 3764.430176
	Iteration 7F: 3 clusters Score -1.363621e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -13640239.000000 Penalty: 3764.430176
	Iteration 8F: 3 clusters Score -1.364024e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -13642543.000000 Penalty: 3764.430176
	Iteration 9Q: 3 clusters Score -1.364254e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -13643638.000000 Penalty: 3764.430176
	Iteration 10Q: 3 clusters Score -1.364364e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -13643980.000000 Penalty: 3764.430176
	Iteration 11Q: 3 clusters Score -1.364398e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -13644189.000000 Penalty: 3764.430176
	Iteration 12Q: 3 clusters Score -1.364419e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -13644348.000000 Penalty: 3764.430176
	Iteration 13Q: 3 clusters Score -1.364435e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -13644474.000000 Penalty: 3764.430176
	Iteration 14Q: 3 clusters Score -1.364447e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -13644657.000000 Penalty: 3764.430176
	Iteration 15Q: 3 clusters Score -1.364466e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -13644738.000000 Penalty: 3764.430176
	Iteration 16Q: 3 clusters Score -1.364474e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -13644930.000000 Penalty: 3764.430176
	Iteration 17Q: 3 clusters Score -1.364493e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -13645125.000000 Penalty: 3764.430176
	Iteration 18Q: 3 clusters Score -1.364512e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -13645214.000000 Penalty: 3764.430176
	Iteration 19Q: 3 clusters Score -1.364521e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -13645347.000000 Penalty: 3764.430176
	Iteration 20F: 3 clusters Score -1.364535e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -13645340.000000 Penalty: 3764.430176
	Iteration 21Q: 3 clusters Score -1.364534e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -13645446.000000 Penalty: 3764.430176
	Iteration 22Q: 3 clusters Score -1.364545e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83715 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -13645536.000000 Penalty: 3764.430176
	Iteration 23Q: 3 clusters Score -1.364554e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -13645581.000000 Penalty: 3764.430176
	Iteration 24Q: 3 clusters Score -1.364558e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -13645714.000000 Penalty: 3764.430176
	Iteration 25Q: 3 clusters Score -1.364571e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -13645660.000000 Penalty: 3764.430176
	Iteration 26Q: 3 clusters Score -1.364566e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -13645627.000000 Penalty: 3764.430176
	Iteration 27Q: 3 clusters Score -1.364563e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -13645633.000000 Penalty: 3764.430176
	Iteration 28Q: 3 clusters Score -1.364563e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -13645714.000000 Penalty: 3764.430176
	Iteration 29Q: 3 clusters Score -1.364571e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -13645763.000000 Penalty: 3764.430176
	Iteration 30Q: 3 clusters Score -1.364576e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -13645793.000000 Penalty: 3764.430176
	Iteration 31Q: 3 clusters Score -1.364579e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -13645821.000000 Penalty: 3764.430176
	Iteration 32Q: 3 clusters Score -1.364582e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -13645843.000000 Penalty: 3764.430176
	Iteration 33Q: 3 clusters Score -1.364584e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -13645854.000000 Penalty: 3764.430176
	Iteration 34Q: 3 clusters Score -1.364585e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -13645867.000000 Penalty: 3764.430176
	Iteration 35Q: 3 clusters Score -1.364587e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -13645853.000000 Penalty: 3764.430176
	Iteration 36Q: 3 clusters Score -1.364585e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -13645894.000000 Penalty: 3764.430176
	Iteration 37Q: 3 clusters Score -1.364589e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -13645903.000000 Penalty: 3764.430176
	Iteration 38Q: 3 clusters Score -1.36459e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -13645962.000000 Penalty: 3764.430176
	Iteration 39Q: 3 clusters Score -1.364596e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -13645915.000000 Penalty: 3764.430176
	Iteration 40F: 3 clusters Score -1.364592e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -13645914.000000 Penalty: 3764.430176
	Iteration 41Q: 3 clusters Score -1.364591e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -13645897.000000 Penalty: 3764.430176
	Iteration 42Q: 3 clusters Score -1.36459e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -13645820.000000 Penalty: 3764.430176
	Iteration 43Q: 3 clusters Score -1.364582e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -13645884.000000 Penalty: 3764.430176
	Iteration 44Q: 3 clusters Score -1.364588e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -13645896.000000 Penalty: 3764.430176
	Iteration 45Q: 3 clusters Score -1.36459e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -13645906.000000 Penalty: 3764.430176
	Iteration 46Q: 3 clusters Score -1.364591e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -13645894.000000 Penalty: 3764.430176
	Iteration 47Q: 3 clusters Score -1.364589e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -13645861.000000 Penalty: 3764.430176
	Iteration 48Q: 3 clusters Score -1.364586e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -13645845.000000 Penalty: 3764.430176
	Iteration 49Q: 3 clusters Score -1.364584e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -13645859.000000 Penalty: 3764.430176
	Iteration 50Q: 3 clusters Score -1.364586e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -13645851.000000 Penalty: 3764.430176
	Iteration 51Q: 3 clusters Score -1.364585e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -13645872.000000 Penalty: 3764.430176
	Iteration 52Q: 3 clusters Score -1.364587e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -13645871.000000 Penalty: 3764.430176
	Iteration 53Q: 3 clusters Score -1.364587e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -13645906.000000 Penalty: 3764.430176
	Iteration 54Q: 3 clusters Score -1.364591e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -13645901.000000 Penalty: 3764.430176
	Iteration 55Q: 3 clusters Score -1.36459e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -13645894.000000 Penalty: 3764.430176
	Iteration 56Q: 3 clusters Score -1.364589e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -13645855.000000 Penalty: 3764.430176
	Iteration 57Q: 3 clusters Score -1.364586e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -13645873.000000 Penalty: 3764.430176
	Iteration 58Q: 3 clusters Score -1.364587e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -13645869.000000 Penalty: 3764.430176
	Iteration 59Q: 3 clusters Score -1.364587e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -13645845.000000 Penalty: 3764.430176
	Iteration 60F: 3 clusters Score -1.364584e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -13645854.000000 Penalty: 3764.430176
	Iteration 61Q: 3 clusters Score -1.364585e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -13645843.000000 Penalty: 3764.430176
	Iteration 62Q: 3 clusters Score -1.364584e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89510 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -13645837.000000 Penalty: 3764.430176
	Iteration 63Q: 3 clusters Score -1.364584e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -13645843.000000 Penalty: 3764.430176
	Iteration 64Q: 3 clusters Score -1.364584e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -13645839.000000 Penalty: 3764.430176
	Iteration 65Q: 3 clusters Score -1.364584e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -13645871.000000 Penalty: 3764.430176
	Iteration 66Q: 3 clusters Score -1.364587e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -13645840.000000 Penalty: 3764.430176
	Iteration 67Q: 3 clusters Score -1.364584e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -13645800.000000 Penalty: 3764.430176
	Iteration 68Q: 3 clusters Score -1.36458e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -13645783.000000 Penalty: 3764.430176
	Iteration 69Q: 3 clusters Score -1.364578e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -13645781.000000 Penalty: 3764.430176
	Iteration 70Q: 3 clusters Score -1.364578e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -13645766.000000 Penalty: 3764.430176
	Iteration 71Q: 3 clusters Score -1.364577e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -13645773.000000 Penalty: 3764.430176
	Iteration 72Q: 3 clusters Score -1.364577e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -13645744.000000 Penalty: 3764.430176
	Iteration 73Q: 3 clusters Score -1.364574e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -13645750.000000 Penalty: 3764.430176
	Iteration 74Q: 3 clusters Score -1.364575e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -13645731.000000 Penalty: 3764.430176
	Iteration 75Q: 3 clusters Score -1.364573e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -13645705.000000 Penalty: 3764.430176
	Iteration 76Q: 3 clusters Score -1.36457e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -13645672.000000 Penalty: 3764.430176
	Iteration 77Q: 3 clusters Score -1.364567e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -13645650.000000 Penalty: 3764.430176
	Iteration 78Q: 3 clusters Score -1.364565e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -13645632.000000 Penalty: 3764.430176
	Iteration 79Q: 3 clusters Score -1.364563e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -13645590.000000 Penalty: 3764.430176
	Iteration 80F: 3 clusters Score -1.364559e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -13645602.000000 Penalty: 3764.430176
	Iteration 81Q: 3 clusters Score -1.36456e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -13645558.000000 Penalty: 3764.430176
	Iteration 82Q: 3 clusters Score -1.364556e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -13645546.000000 Penalty: 3764.430176
	Iteration 83Q: 3 clusters Score -1.364555e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -13645542.000000 Penalty: 3764.430176
	Iteration 84Q: 3 clusters Score -1.364554e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87857 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -13645525.000000 Penalty: 3764.430176
	Iteration 85Q: 3 clusters Score -1.364552e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -13645497.000000 Penalty: 3764.430176
	Iteration 86Q: 3 clusters Score -1.36455e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -13645481.000000 Penalty: 3764.430176
	Iteration 87Q: 3 clusters Score -1.364548e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -13645436.000000 Penalty: 3764.430176
	Iteration 88Q: 3 clusters Score -1.364544e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -13645384.000000 Penalty: 3764.430176
	Iteration 89Q: 3 clusters Score -1.364538e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -13645385.000000 Penalty: 3764.430176
	Iteration 90Q: 3 clusters Score -1.364538e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -13645352.000000 Penalty: 3764.430176
	Iteration 91Q: 3 clusters Score -1.364535e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -13645331.000000 Penalty: 3764.430176
	Iteration 92Q: 3 clusters Score -1.364533e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -13645270.000000 Penalty: 3764.430176
	Iteration 93Q: 3 clusters Score -1.364527e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -13645205.000000 Penalty: 3764.430176
	Iteration 94Q: 3 clusters Score -1.36452e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -13645223.000000 Penalty: 3764.430176
	Iteration 95Q: 3 clusters Score -1.364522e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -13645246.000000 Penalty: 3764.430176
	Iteration 96Q: 3 clusters Score -1.364525e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -13645281.000000 Penalty: 3764.430176
	Iteration 97Q: 3 clusters Score -1.364528e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -13645262.000000 Penalty: 3764.430176
	Iteration 98Q: 3 clusters Score -1.364526e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -13645178.000000 Penalty: 3764.430176
	Iteration 99Q: 3 clusters Score -1.364518e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -13645159.000000 Penalty: 3764.430176
	Iteration 100F: 3 clusters Score -1.364516e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -13645185.000000 Penalty: 3764.430176
	Iteration 101Q: 3 clusters Score -1.364518e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -13645241.000000 Penalty: 3764.430176
	Iteration 102Q: 3 clusters Score -1.364524e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -13645242.000000 Penalty: 3764.430176
	Iteration 103Q: 3 clusters Score -1.364524e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -13645217.000000 Penalty: 3764.430176
	Iteration 104Q: 3 clusters Score -1.364522e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -13645291.000000 Penalty: 3764.430176
	Iteration 105Q: 3 clusters Score -1.364529e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -13645291.000000 Penalty: 3764.430176
	Iteration 106Q: 3 clusters Score -1.364529e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -13645299.000000 Penalty: 3764.430176
	Iteration 107Q: 3 clusters Score -1.36453e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -13645239.000000 Penalty: 3764.430176
	Iteration 108Q: 3 clusters Score -1.364524e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -13645258.000000 Penalty: 3764.430176
	Iteration 109Q: 3 clusters Score -1.364526e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -13645322.000000 Penalty: 3764.430176
	Iteration 110Q: 3 clusters Score -1.364532e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -13645301.000000 Penalty: 3764.430176
	Iteration 111Q: 3 clusters Score -1.36453e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -13645250.000000 Penalty: 3764.430176
	Iteration 112Q: 3 clusters Score -1.364525e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -13645251.000000 Penalty: 3764.430176
	Iteration 113Q: 3 clusters Score -1.364525e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -13645262.000000 Penalty: 3764.430176
	Iteration 114Q: 3 clusters Score -1.364526e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -13645305.000000 Penalty: 3764.430176
	Iteration 115Q: 3 clusters Score -1.36453e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -13645302.000000 Penalty: 3764.430176
	Iteration 116Q: 3 clusters Score -1.36453e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -13645358.000000 Penalty: 3764.430176
	Iteration 117Q: 3 clusters Score -1.364536e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -13645339.000000 Penalty: 3764.430176
	Iteration 118Q: 3 clusters Score -1.364534e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -13645315.000000 Penalty: 3764.430176
	Iteration 119Q: 3 clusters Score -1.364532e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -13645289.000000 Penalty: 3764.430176
	Iteration 120F: 3 clusters Score -1.364529e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -13645247.000000 Penalty: 3764.430176
	Iteration 121Q: 3 clusters Score -1.364525e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -13645277.000000 Penalty: 3764.430176
	Iteration 122Q: 3 clusters Score -1.364528e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -13645288.000000 Penalty: 3764.430176
	Iteration 123Q: 3 clusters Score -1.364529e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78175 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -13645266.000000 Penalty: 3764.430176
	Iteration 124Q: 3 clusters Score -1.364527e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -13645249.000000 Penalty: 3764.430176
	Iteration 125Q: 3 clusters Score -1.364525e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -13645251.000000 Penalty: 3764.430176
	Iteration 126Q: 3 clusters Score -1.364525e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -13645248.000000 Penalty: 3764.430176
	Iteration 127Q: 3 clusters Score -1.364525e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -13645288.000000 Penalty: 3764.430176
	Iteration 128Q: 3 clusters Score -1.364529e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -13645328.000000 Penalty: 3764.430176
	Iteration 129Q: 3 clusters Score -1.364533e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -13645332.000000 Penalty: 3764.430176
	Iteration 130Q: 3 clusters Score -1.364533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -13645332.000000 Penalty: 3764.430176
	Iteration 131Q: 3 clusters Score -1.364533e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -13645344.000000 Penalty: 3764.430176
	Iteration 132Q: 3 clusters Score -1.364534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -13645362.000000 Penalty: 3764.430176
	Iteration 133Q: 3 clusters Score -1.364536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -13645368.000000 Penalty: 3764.430176
	Iteration 134Q: 3 clusters Score -1.364537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -13645373.000000 Penalty: 3764.430176
	Iteration 135Q: 3 clusters Score -1.364537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -13645373.000000 Penalty: 3764.430176
	Iteration 136Q: 3 clusters Score -1.364537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -13645368.000000 Penalty: 3764.430176
	Iteration 137Q: 3 clusters Score -1.364537e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -13645353.000000 Penalty: 3764.430176
	Iteration 138Q: 3 clusters Score -1.364535e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -13645352.000000 Penalty: 3764.430176
	Iteration 139Q: 3 clusters Score -1.364535e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -13645326.000000 Penalty: 3764.430176
	Iteration 140F: 3 clusters Score -1.364533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -13645333.000000 Penalty: 3764.430176
	Iteration 141Q: 3 clusters Score -1.364533e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -13645332.000000 Penalty: 3764.430176
	Iteration 142Q: 3 clusters Score -1.364533e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -13645325.000000 Penalty: 3764.430176
	Iteration 143Q: 3 clusters Score -1.364532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -13645338.000000 Penalty: 3764.430176
	Iteration 144Q: 3 clusters Score -1.364534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -13645339.000000 Penalty: 3764.430176
	Iteration 145Q: 3 clusters Score -1.364534e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -13645340.000000 Penalty: 3764.430176
	Iteration 146Q: 3 clusters Score -1.364534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -13645349.000000 Penalty: 3764.430176
	Iteration 147Q: 3 clusters Score -1.364535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -13645333.000000 Penalty: 3764.430176
	Iteration 148Q: 3 clusters Score -1.364533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -13645344.000000 Penalty: 3764.430176
	Iteration 149Q: 3 clusters Score -1.364534e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -13645343.000000 Penalty: 3764.430176
	Iteration 150Q: 3 clusters Score -1.364534e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -13645361.000000 Penalty: 3764.430176
	Iteration 151Q: 3 clusters Score -1.364536e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -13645376.000000 Penalty: 3764.430176
	Iteration 152Q: 3 clusters Score -1.364538e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -13645378.000000 Penalty: 3764.430176
	Iteration 153Q: 3 clusters Score -1.364538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -13645379.000000 Penalty: 3764.430176
	Iteration 154Q: 3 clusters Score -1.364538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -13645356.000000 Penalty: 3764.430176
	Iteration 155Q: 3 clusters Score -1.364536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -13645358.000000 Penalty: 3764.430176
	Iteration 156Q: 3 clusters Score -1.364536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -13645357.000000 Penalty: 3764.430176
	Iteration 157Q: 3 clusters Score -1.364536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -13645374.000000 Penalty: 3764.430176
	Iteration 158Q: 3 clusters Score -1.364537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -13645377.000000 Penalty: 3764.430176
	Iteration 159Q: 3 clusters Score -1.364538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -13645366.000000 Penalty: 3764.430176
	Iteration 160F: 3 clusters Score -1.364537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -13645369.000000 Penalty: 3764.430176
	Iteration 161Q: 3 clusters Score -1.364537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -13645370.000000 Penalty: 3764.430176
	Iteration 162Q: 3 clusters Score -1.364537e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -13645380.000000 Penalty: 3764.430176
	Iteration 163Q: 3 clusters Score -1.364538e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -13645388.000000 Penalty: 3764.430176
	Iteration 164Q: 3 clusters Score -1.364539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -13645398.000000 Penalty: 3764.430176
	Iteration 165Q: 3 clusters Score -1.36454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -13645395.000000 Penalty: 3764.430176
	Iteration 166Q: 3 clusters Score -1.36454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -13645412.000000 Penalty: 3764.430176
	Iteration 167Q: 3 clusters Score -1.364541e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -13645410.000000 Penalty: 3764.430176
	Iteration 168Q: 3 clusters Score -1.364541e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -13645409.000000 Penalty: 3764.430176
	Iteration 169Q: 3 clusters Score -1.364541e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -13645409.000000 Penalty: 3764.430176
	Iteration 170Q: 3 clusters Score -1.364541e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -13645408.000000 Penalty: 3764.430176
	Iteration 171Q: 3 clusters Score -1.364541e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -13645427.000000 Penalty: 3764.430176
	Iteration 172Q: 3 clusters Score -1.364543e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -13645439.000000 Penalty: 3764.430176
	Iteration 173Q: 3 clusters Score -1.364544e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -13645450.000000 Penalty: 3764.430176
	Iteration 174Q: 3 clusters Score -1.364545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -13645450.000000 Penalty: 3764.430176
	Iteration 175Q: 3 clusters Score -1.364545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -13645456.000000 Penalty: 3764.430176
	Iteration 176Q: 3 clusters Score -1.364546e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -13645457.000000 Penalty: 3764.430176
	Iteration 177Q: 3 clusters Score -1.364546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -13645479.000000 Penalty: 3764.430176
	Iteration 178Q: 3 clusters Score -1.364548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -13645479.000000 Penalty: 3764.430176
	Iteration 179Q: 3 clusters Score -1.364548e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -13645491.000000 Penalty: 3764.430176
	Iteration 180F: 3 clusters Score -1.364549e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -13645477.000000 Penalty: 3764.430176
	Iteration 181Q: 3 clusters Score -1.364548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -13645491.000000 Penalty: 3764.430176
	Iteration 182Q: 3 clusters Score -1.364549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -13645494.000000 Penalty: 3764.430176
	Iteration 183Q: 3 clusters Score -1.364549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -13645492.000000 Penalty: 3764.430176
	Iteration 184Q: 3 clusters Score -1.364549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -13645488.000000 Penalty: 3764.430176
	Iteration 185Q: 3 clusters Score -1.364549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -13645492.000000 Penalty: 3764.430176
	Iteration 186Q: 3 clusters Score -1.364549e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -13645506.000000 Penalty: 3764.430176
	Iteration 187Q: 3 clusters Score -1.364551e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -13645503.000000 Penalty: 3764.430176
	Iteration 188Q: 3 clusters Score -1.36455e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -13645510.000000 Penalty: 3764.430176
	Iteration 189Q: 3 clusters Score -1.364551e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -13645513.000000 Penalty: 3764.430176
	Iteration 190Q: 3 clusters Score -1.364551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -13645528.000000 Penalty: 3764.430176
	Iteration 191Q: 3 clusters Score -1.364553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -13645534.000000 Penalty: 3764.430176
	Iteration 192Q: 3 clusters Score -1.364553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -13645525.000000 Penalty: 3764.430176
	Iteration 193Q: 3 clusters Score -1.364552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -13645535.000000 Penalty: 3764.430176
	Iteration 194Q: 3 clusters Score -1.364554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -13645531.000000 Penalty: 3764.430176
	Iteration 195Q: 3 clusters Score -1.364553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -13645551.000000 Penalty: 3764.430176
	Iteration 196Q: 3 clusters Score -1.364555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -13645545.000000 Penalty: 3764.430176
	Iteration 197Q: 3 clusters Score -1.364554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -13645543.000000 Penalty: 3764.430176
	Iteration 198Q: 3 clusters Score -1.364554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -13645553.000000 Penalty: 3764.430176
	Iteration 199Q: 3 clusters Score -1.364555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -13645549.000000 Penalty: 3764.430176
	Iteration 200F: 3 clusters Score -1.364555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -13645549.000000 Penalty: 3764.430176
	Iteration 201Q: 3 clusters Score -1.364555e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -13645557.000000 Penalty: 3764.430176
	Iteration 202Q: 3 clusters Score -1.364556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -13645569.000000 Penalty: 3764.430176
	Iteration 203Q: 3 clusters Score -1.364557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -13645557.000000 Penalty: 3764.430176
	Iteration 204Q: 3 clusters Score -1.364556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -13645553.000000 Penalty: 3764.430176
	Iteration 205Q: 3 clusters Score -1.364555e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -13645575.000000 Penalty: 3764.430176
	Iteration 206Q: 3 clusters Score -1.364558e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -13645598.000000 Penalty: 3764.430176
	Iteration 207Q: 3 clusters Score -1.36456e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -13645609.000000 Penalty: 3764.430176
	Iteration 208Q: 3 clusters Score -1.364561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -13645611.000000 Penalty: 3764.430176
	Iteration 209Q: 3 clusters Score -1.364561e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -13645615.000000 Penalty: 3764.430176
	Iteration 210Q: 3 clusters Score -1.364562e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -13645621.000000 Penalty: 3764.430176
	Iteration 211Q: 3 clusters Score -1.364562e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -13645603.000000 Penalty: 3764.430176
	Iteration 212Q: 3 clusters Score -1.36456e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -13645598.000000 Penalty: 3764.430176
	Iteration 213Q: 3 clusters Score -1.36456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -13645580.000000 Penalty: 3764.430176
	Iteration 214Q: 3 clusters Score -1.364558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -13645575.000000 Penalty: 3764.430176
	Iteration 215Q: 3 clusters Score -1.364558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -13645589.000000 Penalty: 3764.430176
	Iteration 216Q: 3 clusters Score -1.364559e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -13645576.000000 Penalty: 3764.430176
	Iteration 217Q: 3 clusters Score -1.364558e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -13645590.000000 Penalty: 3764.430176
	Iteration 218Q: 3 clusters Score -1.364559e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -13645578.000000 Penalty: 3764.430176
	Iteration 219Q: 3 clusters Score -1.364558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -13645580.000000 Penalty: 3764.430176
	Iteration 220F: 3 clusters Score -1.364558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -13645579.000000 Penalty: 3764.430176
	Iteration 221Q: 3 clusters Score -1.364558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75767 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -13645590.000000 Penalty: 3764.430176
	Iteration 222Q: 3 clusters Score -1.364559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -13645596.000000 Penalty: 3764.430176
	Iteration 223Q: 3 clusters Score -1.36456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -13645606.000000 Penalty: 3764.430176
	Iteration 224Q: 3 clusters Score -1.364561e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -13645607.000000 Penalty: 3764.430176
	Iteration 225Q: 3 clusters Score -1.364561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -13645613.000000 Penalty: 3764.430176
	Iteration 226Q: 3 clusters Score -1.364561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -13645620.000000 Penalty: 3764.430176
	Iteration 227Q: 3 clusters Score -1.364562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -13645624.000000 Penalty: 3764.430176
	Iteration 228Q: 3 clusters Score -1.364562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -13645619.000000 Penalty: 3764.430176
	Iteration 229Q: 3 clusters Score -1.364562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -13645626.000000 Penalty: 3764.430176
	Iteration 230Q: 3 clusters Score -1.364563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -13645618.000000 Penalty: 3764.430176
	Iteration 231Q: 3 clusters Score -1.364562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -13645619.000000 Penalty: 3764.430176
	Iteration 232Q: 3 clusters Score -1.364562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -13645619.000000 Penalty: 3764.430176
	Iteration 233F: 3 clusters Score -1.364562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -17251.464844 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -17251.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16704.751953 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -16704.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16932.851562 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -16932.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17052.785156 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -17052.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17120.468750 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -17120.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17165.708984 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -17165.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17185.091797 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -17185.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17188.707031 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -17188.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17192.408203 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -17192.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17192.408203 Penalty: 1740.890625
	Iteration 8F: 3 clusters Score -17192.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -175602.156250 Penalty: 1189.800537
	Iteration 0F: 2 clusters Score -175602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173838.125000 Penalty: 2379.601074
	Iteration 0F: 3 clusters Score -173838.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -174439.000000 Penalty: 2379.601074
	Iteration 1F: 3 clusters Score -174439 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -174673.625000 Penalty: 2379.601074
	Iteration 2F: 3 clusters Score -174673.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -174801.171875 Penalty: 2379.601074
	Iteration 3F: 3 clusters Score -174801.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -174881.218750 Penalty: 2379.601074
	Iteration 4Q: 3 clusters Score -174881.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -174934.015625 Penalty: 2379.601074
	Iteration 5Q: 3 clusters Score -174934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -174973.062500 Penalty: 2379.601074
	Iteration 6Q: 3 clusters Score -174973.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -175005.562500 Penalty: 2379.601074
	Iteration 7Q: 3 clusters Score -175005.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -175020.171875 Penalty: 2379.601074
	Iteration 8Q: 3 clusters Score -175020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -175030.500000 Penalty: 2379.601074
	Iteration 9Q: 3 clusters Score -175030.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -175039.031250 Penalty: 2379.601074
	Iteration 10Q: 3 clusters Score -175039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -175045.328125 Penalty: 2379.601074
	Iteration 11Q: 3 clusters Score -175045.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -175052.062500 Penalty: 2379.601074
	Iteration 12Q: 3 clusters Score -175052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -175055.406250 Penalty: 2379.601074
	Iteration 13Q: 3 clusters Score -175055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -175057.812500 Penalty: 2379.601074
	Iteration 14Q: 3 clusters Score -175057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -175061.437500 Penalty: 2379.601074
	Iteration 15Q: 3 clusters Score -175061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -175064.437500 Penalty: 2379.601074
	Iteration 16Q: 3 clusters Score -175064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -175070.703125 Penalty: 2379.601074
	Iteration 17Q: 3 clusters Score -175070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -175072.593750 Penalty: 2379.601074
	Iteration 18Q: 3 clusters Score -175072.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -175073.703125 Penalty: 2379.601074
	Iteration 19Q: 3 clusters Score -175073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -175073.703125 Penalty: 2379.601074
	Iteration 20F: 3 clusters Score -175073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 43474 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 48384 members 
Mstep: Class 8 contains 80946 members 
Mstep: Class 11 contains 48683 members 
Mstep: Class 13 contains 62580 members 
Mstep: Class 15 contains 26695 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107244 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787376.000000 Penalty: 32109.041016
Iteration 479Q: 16 clusters Score -6.578738e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 43473 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 48530 members 
Mstep: Class 8 contains 80940 members 
Mstep: Class 11 contains 48550 members 
Mstep: Class 13 contains 62578 members 
Mstep: Class 15 contains 26697 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107239 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787340.000000 Penalty: 32109.041016
Iteration 480F: 16 clusters Score -6.578734e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 27730 members 
Mstep: Class 4 contains 43465 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6725 members 
Mstep: Class 7 contains 48704 members 
Mstep: Class 8 contains 80934 members 
Mstep: Class 11 contains 48401 members 
Mstep: Class 13 contains 62575 members 
Mstep: Class 15 contains 26697 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107234 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787324.000000 Penalty: 32109.041016
Iteration 481Q: 16 clusters Score -6.578732e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 27731 members 
Mstep: Class 4 contains 43463 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 48865 members 
Mstep: Class 8 contains 80924 members 
Mstep: Class 11 contains 48274 members 
Mstep: Class 13 contains 62568 members 
Mstep: Class 15 contains 26695 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107215 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787356.000000 Penalty: 32109.041016
Iteration 482Q: 16 clusters Score -6.578736e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 27731 members 
Mstep: Class 4 contains 43459 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 49015 members 
Mstep: Class 8 contains 80925 members 
Mstep: Class 11 contains 48151 members 
Mstep: Class 13 contains 62555 members 
Mstep: Class 15 contains 26697 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107199 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787368.000000 Penalty: 32109.041016
Iteration 483Q: 16 clusters Score -6.578737e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 27732 members 
Mstep: Class 4 contains 43460 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 49164 members 
Mstep: Class 8 contains 80926 members 
Mstep: Class 11 contains 48026 members 
Mstep: Class 13 contains 62548 members 
Mstep: Class 15 contains 26698 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107177 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787372.000000 Penalty: 32109.041016
Iteration 484Q: 16 clusters Score -6.578737e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 27732 members 
Mstep: Class 4 contains 43460 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 49322 members 
Mstep: Class 8 contains 80924 members 
Mstep: Class 11 contains 47897 members 
Mstep: Class 13 contains 62542 members 
Mstep: Class 15 contains 26701 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107154 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787352.000000 Penalty: 32109.041016
Iteration 485Q: 16 clusters Score -6.578735e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 43453 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 49527 members 
Mstep: Class 8 contains 80918 members 
Mstep: Class 11 contains 47725 members 
Mstep: Class 13 contains 62530 members 
Mstep: Class 15 contains 26700 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107141 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787320.000000 Penalty: 32109.041016
Iteration 486Q: 16 clusters Score -6.578732e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 27732 members 
Mstep: Class 4 contains 43442 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 49746 members 
Mstep: Class 8 contains 80915 members 
Mstep: Class 11 contains 47573 members 
Mstep: Class 13 contains 62512 members 
Mstep: Class 15 contains 26696 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107115 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787400.000000 Penalty: 32109.041016
Iteration 487Q: 16 clusters Score -6.57874e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 43437 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 49967 members 
Mstep: Class 8 contains 80915 members 
Mstep: Class 11 contains 47402 members 
Mstep: Class 13 contains 62492 members 
Mstep: Class 15 contains 26690 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107090 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787400.000000 Penalty: 32109.041016
Iteration 488Q: 16 clusters Score -6.57874e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 27735 members 
Mstep: Class 4 contains 43426 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6724 members 
Mstep: Class 7 contains 50187 members 
Mstep: Class 8 contains 80913 members 
Mstep: Class 11 contains 47232 members 
Mstep: Class 13 contains 62483 members 
Mstep: Class 15 contains 26683 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107065 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787440.000000 Penalty: 32109.041016
Iteration 489Q: 16 clusters Score -6.578744e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 43412 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6723 members 
Mstep: Class 7 contains 50390 members 
Mstep: Class 8 contains 80909 members 
Mstep: Class 11 contains 47077 members 
Mstep: Class 13 contains 62473 members 
Mstep: Class 15 contains 26680 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107042 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787384.000000 Penalty: 32109.041016
Iteration 490Q: 16 clusters Score -6.578738e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 43404 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6724 members 
Mstep: Class 7 contains 50596 members 
Mstep: Class 8 contains 80909 members 
Mstep: Class 11 contains 46909 members 
Mstep: Class 13 contains 62451 members 
Mstep: Class 15 contains 26683 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107028 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787488.000000 Penalty: 32109.041016
Iteration 491Q: 16 clusters Score -6.578749e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43400 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6725 members 
Mstep: Class 7 contains 50772 members 
Mstep: Class 8 contains 80909 members 
Mstep: Class 11 contains 46741 members 
Mstep: Class 13 contains 62441 members 
Mstep: Class 15 contains 26686 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107030 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787504.000000 Penalty: 32109.041016
Iteration 492Q: 16 clusters Score -6.57875e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43402 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 50943 members 
Mstep: Class 8 contains 80906 members 
Mstep: Class 11 contains 46578 members 
Mstep: Class 13 contains 62442 members 
Mstep: Class 15 contains 26683 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107023 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787512.000000 Penalty: 32109.041016
Iteration 493Q: 16 clusters Score -6.578751e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 14263 members 
Mstep: Class 3 contains 27729 members 
Mstep: Class 4 contains 43396 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 51109 members 
Mstep: Class 8 contains 80903 members 
Mstep: Class 11 contains 46432 members 
Mstep: Class 13 contains 62436 members 
Mstep: Class 15 contains 26683 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 107013 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787500.000000 Penalty: 32109.041016
Iteration 494Q: 16 clusters Score -6.57875e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 14264 members 
Mstep: Class 3 contains 27728 members 
Mstep: Class 4 contains 43398 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 51283 members 
Mstep: Class 8 contains 80902 members 
Mstep: Class 11 contains 46281 members 
Mstep: Class 13 contains 62434 members 
Mstep: Class 15 contains 26683 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106991 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787520.000000 Penalty: 32109.041016
Iteration 495Q: 16 clusters Score -6.578752e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 14261 members 
Mstep: Class 3 contains 27728 members 
Mstep: Class 4 contains 43391 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 51463 members 
Mstep: Class 8 contains 80906 members 
Mstep: Class 11 contains 46146 members 
Mstep: Class 13 contains 62416 members 
Mstep: Class 15 contains 26686 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106969 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787632.000000 Penalty: 32109.041016
Iteration 496Q: 16 clusters Score -6.578763e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 14261 members 
Mstep: Class 3 contains 27727 members 
Mstep: Class 4 contains 43385 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 51647 members 
Mstep: Class 8 contains 80911 members 
Mstep: Class 11 contains 46004 members 
Mstep: Class 13 contains 62403 members 
Mstep: Class 15 contains 26690 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106935 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787652.000000 Penalty: 32109.041016
Iteration 497Q: 16 clusters Score -6.578765e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 14262 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 43373 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6731 members 
Mstep: Class 7 contains 51834 members 
Mstep: Class 8 contains 80914 members 
Mstep: Class 11 contains 45865 members 
Mstep: Class 13 contains 62383 members 
Mstep: Class 15 contains 26699 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106906 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787668.000000 Penalty: 32109.041016
Iteration 498Q: 16 clusters Score -6.578767e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 14266 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43363 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 51974 members 
Mstep: Class 8 contains 80921 members 
Mstep: Class 11 contains 45743 members 
Mstep: Class 13 contains 62379 members 
Mstep: Class 15 contains 26703 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106889 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787592.000000 Penalty: 32109.041016
Iteration 499Q: 16 clusters Score -6.578759e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 14268 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 43350 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 6731 members 
Mstep: Class 7 contains 52122 members 
Mstep: Class 8 contains 80923 members 
Mstep: Class 11 contains 45626 members 
Mstep: Class 13 contains 62384 members 
Mstep: Class 15 contains 26711 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 106855 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787616.000000 Penalty: 32109.041016
Iteration 500F: 16 clusters Score -6.578762e+07 nChanged 366
Maximum iterations exceeded
--- Evaluating fit on full set of 1577819 points ---
Entering Unmasked Estep 
Score: -198079104.000000 Penalty: 34786.914062
23->16 Clusters: Score -198079104.000000, best is -198131216.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 525939 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 22939 members 
Mstep: Class 3 contains 22650 members 
Mstep: Class 4 contains 22684 members 
Mstep: Class 5 contains 22671 members 
Mstep: Class 6 contains 22817 members 
Mstep: Class 7 contains 23008 members 
Mstep: Class 8 contains 23062 members 
Mstep: Class 9 contains 22720 members 
Mstep: Class 10 contains 22870 members 
Mstep: Class 11 contains 23061 members 
Mstep: Class 12 contains 22987 members 
Mstep: Class 13 contains 23081 members 
Mstep: Class 14 contains 22875 members 
Mstep: Class 15 contains 22924 members 
Mstep: Class 16 contains 22636 members 
Mstep: Class 17 contains 22942 members 
Mstep: Class 18 contains 22596 members 
Mstep: Class 19 contains 22763 members 
Mstep: Class 20 contains 23105 members 
Mstep: Class 21 contains 22902 members 
Mstep: Class 22 contains 23065 members 
Mstep: Class 23 contains 22957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1369.177612 but Gain 2140.601562
Score: -64071152.000000 Penalty: 47093.261719
Iteration 0F: 23 clusters Score -6.407115e+07 nChanged 501822
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 8584 members 
Mstep: Class 3 contains 60260 members 
Mstep: Class 4 contains 16271 members 
Mstep: Class 5 contains 9502 members 
Mstep: Class 6 contains 10933 members 
Mstep: Class 7 contains 44862 members 
Mstep: Class 8 contains 9814 members 
Mstep: Class 10 contains 73753 members 
Mstep: Class 11 contains 15901 members 
Mstep: Class 12 contains 13874 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 11619 members 
Mstep: Class 15 contains 42440 members 
Mstep: Class 16 contains 8134 members 
Mstep: Class 17 contains 11750 members 
Mstep: Class 18 contains 52803 members 
Mstep: Class 19 contains 13213 members 
Mstep: Class 20 contains 15561 members 
Mstep: Class 21 contains 9860 members 
Mstep: Class 22 contains 35246 members 
Mstep: Class 23 contains 28271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65022920.000000 Penalty: 47093.261719
Iteration 1F: 23 clusters Score -6.502292e+07 nChanged 152385
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 75501 members 
Mstep: Class 4 contains 11954 members 
Mstep: Class 5 contains 7153 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 43963 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 10 contains 97075 members 
Mstep: Class 11 contains 13453 members 
Mstep: Class 12 contains 10977 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 44731 members 
Mstep: Class 16 contains 4563 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 57421 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 11370 members 
Mstep: Class 21 contains 8527 members 
Mstep: Class 22 contains 35429 members 
Mstep: Class 23 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65167760.000000 Penalty: 47093.261719
Iteration 2F: 23 clusters Score -6.516776e+07 nChanged 115975
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 4285 members 
Mstep: Class 3 contains 88845 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 6956 members 
Mstep: Class 6 contains 3893 members 
Mstep: Class 7 contains 39880 members 
Mstep: Class 8 contains 6028 members 
Mstep: Class 10 contains 112186 members 
Mstep: Class 11 contains 14504 members 
Mstep: Class 12 contains 9642 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 11462 members 
Mstep: Class 15 contains 43039 members 
Mstep: Class 16 contains 2619 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 62501 members 
Mstep: Class 19 contains 5582 members 
Mstep: Class 20 contains 8223 members 
Mstep: Class 21 contains 8428 members 
Mstep: Class 22 contains 35720 members 
Mstep: Class 23 contains 19278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1448.963623 but Gain 2140.601562
Score: -65250004.000000 Penalty: 44952.660156
Iteration 3F: 22 clusters Score -6.525e+07 nChanged 101497
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 3814 members 
Mstep: Class 3 contains 101665 members 
Mstep: Class 4 contains 7932 members 
Mstep: Class 5 contains 7160 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 35545 members 
Mstep: Class 8 contains 5687 members 
Mstep: Class 10 contains 111032 members 
Mstep: Class 11 contains 16198 members 
Mstep: Class 12 contains 9008 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 10786 members 
Mstep: Class 15 contains 42687 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 70983 members 
Mstep: Class 19 contains 2802 members 
Mstep: Class 20 contains 6244 members 
Mstep: Class 21 contains 8104 members 
Mstep: Class 22 contains 38522 members 
Mstep: Class 23 contains 15706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1319.346924 but Gain 2140.605469
Score: -65317880.000000 Penalty: 42812.054688
Iteration 4F: 21 clusters Score -6.531788e+07 nChanged 88063
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 112300 members 
Mstep: Class 4 contains 6991 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 30819 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 10 contains 101424 members 
Mstep: Class 11 contains 17312 members 
Mstep: Class 12 contains 8449 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 14 contains 10390 members 
Mstep: Class 15 contains 43382 members 
Mstep: Class 17 contains 1477 members 
Mstep: Class 18 contains 82854 members 
Mstep: Class 20 contains 4835 members 
Mstep: Class 21 contains 7129 members 
Mstep: Class 22 contains 43664 members 
Mstep: Class 23 contains 12633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 916.802795 but Gain 2140.601562
Score: -65380508.000000 Penalty: 40671.453125
Iteration 5F: 20 clusters Score -6.538051e+07 nChanged 80816
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 115589 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 26276 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 10 contains 90831 members 
Mstep: Class 11 contains 17961 members 
Mstep: Class 12 contains 8031 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 45451 members 
Mstep: Class 18 contains 97552 members 
Mstep: Class 20 contains 3657 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 50388 members 
Mstep: Class 23 contains 9770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1821.490967 but Gain 2140.601562
Score: -65429296.000000 Penalty: 38530.851562
Iteration 6F: 19 clusters Score -6.54293e+07 nChanged 73538
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 3 contains 112538 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 7 contains 22923 members 
Mstep: Class 8 contains 3546 members 
Mstep: Class 10 contains 83427 members 
Mstep: Class 11 contains 18750 members 
Mstep: Class 12 contains 7837 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 11012 members 
Mstep: Class 15 contains 49519 members 
Mstep: Class 18 contains 108857 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 4815 members 
Mstep: Class 22 contains 58973 members 
Mstep: Class 23 contains 7455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1504.110107 but Gain 2140.605469
Score: -65473768.000000 Penalty: 36390.246094
Iteration 7F: 18 clusters Score -6.547377e+07 nChanged 63553
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 3 contains 103582 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 3332 members 
Mstep: Class 7 contains 20643 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 10 contains 81547 members 
Mstep: Class 11 contains 20150 members 
Mstep: Class 12 contains 8046 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 11410 members 
Mstep: Class 15 contains 55703 members 
Mstep: Class 18 contains 112054 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 69319 members 
Mstep: Class 23 contains 6083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65514132.000000 Penalty: 36390.246094
Iteration 8F: 18 clusters Score -6.551413e+07 nChanged 54221
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 3 contains 93661 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 7 contains 18996 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 10 contains 82677 members 
Mstep: Class 11 contains 21296 members 
Mstep: Class 12 contains 8436 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 11467 members 
Mstep: Class 15 contains 63144 members 
Mstep: Class 18 contains 107967 members 
Mstep: Class 20 contains 2054 members 
Mstep: Class 21 contains 2856 members 
Mstep: Class 22 contains 80462 members 
Mstep: Class 23 contains 5250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2052.239746 but Gain 2140.601562
Score: -65543160.000000 Penalty: 34249.644531
Iteration 9F: 17 clusters Score -6.554316e+07 nChanged 50183
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 3 contains 83811 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 7 contains 17935 members 
Mstep: Class 10 contains 85405 members 
Mstep: Class 11 contains 22919 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 11561 members 
Mstep: Class 15 contains 70697 members 
Mstep: Class 18 contains 99475 members 
Mstep: Class 20 contains 1879 members 
Mstep: Class 21 contains 2161 members 
Mstep: Class 22 contains 92679 members 
Mstep: Class 23 contains 4695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65566060.000000 Penalty: 34249.644531
Iteration 10F: 17 clusters Score -6.556606e+07 nChanged 41291
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 3 contains 75463 members 
Mstep: Class 4 contains 4656 members 
Mstep: Class 5 contains 1837 members 
Mstep: Class 7 contains 17428 members 
Mstep: Class 10 contains 87419 members 
Mstep: Class 11 contains 24326 members 
Mstep: Class 12 contains 10700 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 77867 members 
Mstep: Class 18 contains 91701 members 
Mstep: Class 20 contains 1776 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 99884 members 
Mstep: Class 23 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1811.054077 but Gain 2140.603516
Score: -65583788.000000 Penalty: 32109.041016
Iteration 11F: 16 clusters Score -6.558379e+07 nChanged 37026
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 3 contains 67270 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 10 contains 88529 members 
Mstep: Class 11 contains 26323 members 
Mstep: Class 12 contains 12320 members 
Mstep: Class 13 contains 818 members 
Mstep: Class 14 contains 11930 members 
Mstep: Class 15 contains 84806 members 
Mstep: Class 18 contains 86988 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 22 contains 103072 members 
Mstep: Class 23 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1952.710083 but Gain 2140.601562
Score: -65597076.000000 Penalty: 29968.439453
Iteration 12F: 15 clusters Score -6.559708e+07 nChanged 32787
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 3 contains 61255 members 
Mstep: Class 4 contains 6421 members 
Mstep: Class 7 contains 18081 members 
Mstep: Class 10 contains 89457 members 
Mstep: Class 11 contains 28086 members 
Mstep: Class 12 contains 13985 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 11752 members 
Mstep: Class 15 contains 88899 members 
Mstep: Class 18 contains 84381 members 
Mstep: Class 20 contains 1745 members 
Mstep: Class 22 contains 104271 members 
Mstep: Class 23 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65601732.000000 Penalty: 29968.439453
Iteration 13F: 15 clusters Score -6.560173e+07 nChanged 27467
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 3 contains 56734 members 
Mstep: Class 4 contains 8143 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 10 contains 90654 members 
Mstep: Class 11 contains 29424 members 
Mstep: Class 12 contains 15686 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 11361 members 
Mstep: Class 15 contains 89195 members 
Mstep: Class 18 contains 82935 members 
Mstep: Class 20 contains 1823 members 
Mstep: Class 22 contains 103217 members 
Mstep: Class 23 contains 4849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65609640.000000 Penalty: 29968.439453
Iteration 14F: 15 clusters Score -6.560964e+07 nChanged 24724
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 7 contains 19955 members 
Mstep: Class 10 contains 92052 members 
Mstep: Class 11 contains 30657 members 
Mstep: Class 12 contains 17466 members 
Mstep: Class 13 contains 683 members 
Mstep: Class 14 contains 11035 members 
Mstep: Class 15 contains 86634 members 
Mstep: Class 18 contains 81856 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 22 contains 101220 members 
Mstep: Class 23 contains 5350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65621048.000000 Penalty: 29968.439453
Iteration 15Q: 15 clusters Score -6.562105e+07 nChanged 23284
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 3 contains 52634 members 
Mstep: Class 4 contains 13802 members 
Mstep: Class 7 contains 20774 members 
Mstep: Class 10 contains 93087 members 
Mstep: Class 11 contains 31809 members 
Mstep: Class 12 contains 19377 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 10737 members 
Mstep: Class 15 contains 83162 members 
Mstep: Class 18 contains 80971 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 22 contains 98038 members 
Mstep: Class 23 contains 5973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65635104.000000 Penalty: 29968.439453
Iteration 16Q: 15 clusters Score -6.56351e+07 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 3 contains 51522 members 
Mstep: Class 4 contains 18012 members 
Mstep: Class 7 contains 21554 members 
Mstep: Class 10 contains 93480 members 
Mstep: Class 11 contains 32780 members 
Mstep: Class 12 contains 21358 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 14 contains 10483 members 
Mstep: Class 15 contains 80020 members 
Mstep: Class 18 contains 79861 members 
Mstep: Class 20 contains 2139 members 
Mstep: Class 22 contains 94190 members 
Mstep: Class 23 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65650408.000000 Penalty: 29968.439453
Iteration 17Q: 15 clusters Score -6.565041e+07 nChanged 21079
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 3 contains 50435 members 
Mstep: Class 4 contains 23003 members 
Mstep: Class 7 contains 22115 members 
Mstep: Class 10 contains 93086 members 
Mstep: Class 11 contains 33592 members 
Mstep: Class 12 contains 23376 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 15 contains 77663 members 
Mstep: Class 18 contains 78791 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 22 contains 89872 members 
Mstep: Class 23 contains 7157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65664228.000000 Penalty: 29968.439453
Iteration 18Q: 15 clusters Score -6.566423e+07 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 3 contains 49393 members 
Mstep: Class 4 contains 28516 members 
Mstep: Class 7 contains 22493 members 
Mstep: Class 10 contains 92301 members 
Mstep: Class 11 contains 34231 members 
Mstep: Class 12 contains 25331 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 75793 members 
Mstep: Class 18 contains 77759 members 
Mstep: Class 20 contains 2258 members 
Mstep: Class 22 contains 85588 members 
Mstep: Class 23 contains 7560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65676328.000000 Penalty: 29968.439453
Iteration 19Q: 15 clusters Score -6.567633e+07 nChanged 17376
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 3 contains 48304 members 
Mstep: Class 4 contains 33741 members 
Mstep: Class 7 contains 22745 members 
Mstep: Class 10 contains 91556 members 
Mstep: Class 11 contains 34666 members 
Mstep: Class 12 contains 27178 members 
Mstep: Class 13 contains 604 members 
Mstep: Class 14 contains 9847 members 
Mstep: Class 15 contains 74291 members 
Mstep: Class 18 contains 76779 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 22 contains 81929 members 
Mstep: Class 23 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65686744.000000 Penalty: 29968.439453
Iteration 20F: 15 clusters Score -6.568674e+07 nChanged 16351
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 3 contains 46907 members 
Mstep: Class 4 contains 39847 members 
Mstep: Class 7 contains 22943 members 
Mstep: Class 10 contains 90673 members 
Mstep: Class 11 contains 34928 members 
Mstep: Class 12 contains 28824 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 14 contains 9651 members 
Mstep: Class 15 contains 73134 members 
Mstep: Class 18 contains 75511 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 22 contains 78540 members 
Mstep: Class 23 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65695844.000000 Penalty: 29968.439453
Iteration 21Q: 15 clusters Score -6.569584e+07 nChanged 15185
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 3 contains 45301 members 
Mstep: Class 4 contains 45858 members 
Mstep: Class 7 contains 23030 members 
Mstep: Class 10 contains 89950 members 
Mstep: Class 11 contains 34975 members 
Mstep: Class 12 contains 30342 members 
Mstep: Class 13 contains 585 members 
Mstep: Class 14 contains 9507 members 
Mstep: Class 15 contains 72338 members 
Mstep: Class 18 contains 74020 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 22 contains 75808 members 
Mstep: Class 23 contains 7766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65702096.000000 Penalty: 29968.439453
Iteration 22Q: 15 clusters Score -6.57021e+07 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 3 contains 43640 members 
Mstep: Class 4 contains 51696 members 
Mstep: Class 7 contains 22978 members 
Mstep: Class 10 contains 89281 members 
Mstep: Class 11 contains 34857 members 
Mstep: Class 12 contains 31771 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 9364 members 
Mstep: Class 15 contains 71670 members 
Mstep: Class 18 contains 72660 members 
Mstep: Class 20 contains 2240 members 
Mstep: Class 22 contains 73426 members 
Mstep: Class 23 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65707532.000000 Penalty: 29968.439453
Iteration 23Q: 15 clusters Score -6.570753e+07 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 3 contains 41988 members 
Mstep: Class 4 contains 57178 members 
Mstep: Class 7 contains 22809 members 
Mstep: Class 10 contains 88729 members 
Mstep: Class 11 contains 34670 members 
Mstep: Class 12 contains 33126 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 71185 members 
Mstep: Class 18 contains 71264 members 
Mstep: Class 20 contains 2213 members 
Mstep: Class 22 contains 71476 members 
Mstep: Class 23 contains 7510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65711424.000000 Penalty: 29968.439453
Iteration 24Q: 15 clusters Score -6.571142e+07 nChanged 13597
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 3 contains 40386 members 
Mstep: Class 4 contains 62508 members 
Mstep: Class 7 contains 22645 members 
Mstep: Class 10 contains 88320 members 
Mstep: Class 11 contains 34382 members 
Mstep: Class 12 contains 34353 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 9099 members 
Mstep: Class 15 contains 70707 members 
Mstep: Class 18 contains 69842 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 22 contains 69764 members 
Mstep: Class 23 contains 7324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65714548.000000 Penalty: 29968.439453
Iteration 25Q: 15 clusters Score -6.571455e+07 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 3 contains 38923 members 
Mstep: Class 4 contains 67692 members 
Mstep: Class 7 contains 22450 members 
Mstep: Class 10 contains 87981 members 
Mstep: Class 11 contains 34068 members 
Mstep: Class 12 contains 35467 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 8984 members 
Mstep: Class 15 contains 70241 members 
Mstep: Class 18 contains 68447 members 
Mstep: Class 20 contains 2159 members 
Mstep: Class 22 contains 68148 members 
Mstep: Class 23 contains 7062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65717844.000000 Penalty: 29968.439453
Iteration 26Q: 15 clusters Score -6.571784e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 3 contains 37559 members 
Mstep: Class 4 contains 72634 members 
Mstep: Class 7 contains 22238 members 
Mstep: Class 10 contains 87693 members 
Mstep: Class 11 contains 33667 members 
Mstep: Class 12 contains 36543 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 8873 members 
Mstep: Class 15 contains 69753 members 
Mstep: Class 18 contains 67057 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 22 contains 66799 members 
Mstep: Class 23 contains 6771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65721392.000000 Penalty: 29968.439453
Iteration 27Q: 15 clusters Score -6.572139e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 3 contains 36357 members 
Mstep: Class 4 contains 77620 members 
Mstep: Class 7 contains 21984 members 
Mstep: Class 10 contains 87101 members 
Mstep: Class 11 contains 33322 members 
Mstep: Class 12 contains 37623 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 8749 members 
Mstep: Class 15 contains 69136 members 
Mstep: Class 18 contains 66266 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 22 contains 65235 members 
Mstep: Class 23 contains 6336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65725228.000000 Penalty: 29968.439453
Iteration 28Q: 15 clusters Score -6.572523e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 3 contains 35307 members 
Mstep: Class 4 contains 82697 members 
Mstep: Class 7 contains 21784 members 
Mstep: Class 10 contains 86347 members 
Mstep: Class 11 contains 33032 members 
Mstep: Class 12 contains 38657 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 8636 members 
Mstep: Class 15 contains 68507 members 
Mstep: Class 18 contains 66014 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 22 contains 63178 members 
Mstep: Class 23 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65728320.000000 Penalty: 29968.439453
Iteration 29Q: 15 clusters Score -6.572832e+07 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 3 contains 34420 members 
Mstep: Class 4 contains 87413 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 10 contains 85628 members 
Mstep: Class 11 contains 32708 members 
Mstep: Class 12 contains 39690 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 8534 members 
Mstep: Class 15 contains 68016 members 
Mstep: Class 18 contains 66203 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 22 contains 60964 members 
Mstep: Class 23 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65729324.000000 Penalty: 29968.439453
Iteration 30Q: 15 clusters Score -6.572932e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 3 contains 33763 members 
Mstep: Class 4 contains 90982 members 
Mstep: Class 7 contains 21240 members 
Mstep: Class 10 contains 85113 members 
Mstep: Class 11 contains 32396 members 
Mstep: Class 12 contains 40664 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 8441 members 
Mstep: Class 15 contains 67759 members 
Mstep: Class 18 contains 66660 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 22 contains 59003 members 
Mstep: Class 23 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65728824.000000 Penalty: 29968.439453
Iteration 31Q: 15 clusters Score -6.572882e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 3 contains 33289 members 
Mstep: Class 4 contains 93290 members 
Mstep: Class 7 contains 20989 members 
Mstep: Class 10 contains 84861 members 
Mstep: Class 11 contains 32123 members 
Mstep: Class 12 contains 41589 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 8353 members 
Mstep: Class 15 contains 67676 members 
Mstep: Class 18 contains 67241 members 
Mstep: Class 20 contains 2109 members 
Mstep: Class 22 contains 57395 members 
Mstep: Class 23 contains 3979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65728724.000000 Penalty: 29968.439453
Iteration 32Q: 15 clusters Score -6.572872e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 3 contains 32935 members 
Mstep: Class 4 contains 94633 members 
Mstep: Class 7 contains 20839 members 
Mstep: Class 10 contains 84756 members 
Mstep: Class 11 contains 31879 members 
Mstep: Class 12 contains 42373 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 8260 members 
Mstep: Class 15 contains 67781 members 
Mstep: Class 18 contains 67869 members 
Mstep: Class 20 contains 2089 members 
Mstep: Class 22 contains 56167 members 
Mstep: Class 23 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65728792.000000 Penalty: 29968.439453
Iteration 33Q: 15 clusters Score -6.572879e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 3 contains 32660 members 
Mstep: Class 4 contains 95433 members 
Mstep: Class 7 contains 20694 members 
Mstep: Class 10 contains 84659 members 
Mstep: Class 11 contains 31636 members 
Mstep: Class 12 contains 43139 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 8186 members 
Mstep: Class 15 contains 67973 members 
Mstep: Class 18 contains 68502 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 22 contains 55204 members 
Mstep: Class 23 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65729300.000000 Penalty: 29968.439453
Iteration 34Q: 15 clusters Score -6.57293e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 3 contains 32528 members 
Mstep: Class 4 contains 96017 members 
Mstep: Class 7 contains 20647 members 
Mstep: Class 10 contains 84504 members 
Mstep: Class 11 contains 31387 members 
Mstep: Class 12 contains 43818 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 8100 members 
Mstep: Class 15 contains 68172 members 
Mstep: Class 18 contains 69063 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 22 contains 54424 members 
Mstep: Class 23 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65729796.000000 Penalty: 29968.439453
Iteration 35Q: 15 clusters Score -6.57298e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 3 contains 32479 members 
Mstep: Class 4 contains 96406 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 10 contains 84237 members 
Mstep: Class 11 contains 31132 members 
Mstep: Class 12 contains 44441 members 
Mstep: Class 13 contains 529 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 68342 members 
Mstep: Class 18 contains 69604 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 22 contains 53818 members 
Mstep: Class 23 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65730416.000000 Penalty: 29968.439453
Iteration 36Q: 15 clusters Score -6.573042e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 3 contains 32472 members 
Mstep: Class 4 contains 96617 members 
Mstep: Class 7 contains 20814 members 
Mstep: Class 10 contains 83891 members 
Mstep: Class 11 contains 30888 members 
Mstep: Class 12 contains 45004 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 7922 members 
Mstep: Class 15 contains 68522 members 
Mstep: Class 18 contains 70036 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 22 contains 53369 members 
Mstep: Class 23 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65731036.000000 Penalty: 29968.439453
Iteration 37Q: 15 clusters Score -6.573104e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 3 contains 32520 members 
Mstep: Class 4 contains 96735 members 
Mstep: Class 7 contains 21097 members 
Mstep: Class 10 contains 83454 members 
Mstep: Class 11 contains 30668 members 
Mstep: Class 12 contains 45555 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 7835 members 
Mstep: Class 15 contains 68656 members 
Mstep: Class 18 contains 70444 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 22 contains 52934 members 
Mstep: Class 23 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65731812.000000 Penalty: 29968.439453
Iteration 38Q: 15 clusters Score -6.573181e+07 nChanged 5608
Entering ConstructFrom: 
Score: -65731812.000000 Penalty: 29968.439453
Entering ConstructFrom: 
Trying to split cluster 1 (10244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Entering Unmasked Estep 
Score: -1336484.500000 Penalty: 1500.597656
	Iteration 0F: 2 clusters Score -1336484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1329095.500000 Penalty: 3001.195312
	Iteration 0F: 3 clusters Score -1329096 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1331496.625000 Penalty: 3001.195312
	Iteration 1F: 3 clusters Score -1331497 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1331713.125000 Penalty: 3001.195312
	Iteration 2F: 3 clusters Score -1331713 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1331872.500000 Penalty: 3001.195312
	Iteration 3Q: 3 clusters Score -1331872 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1332010.250000 Penalty: 3001.195312
	Iteration 4Q: 3 clusters Score -1332010 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1332141.250000 Penalty: 3001.195312
	Iteration 5Q: 3 clusters Score -1332141 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1332300.500000 Penalty: 3001.195312
	Iteration 6Q: 3 clusters Score -1332300 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1332487.375000 Penalty: 3001.195312
	Iteration 7Q: 3 clusters Score -1332487 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1332693.375000 Penalty: 3001.195312
	Iteration 8Q: 3 clusters Score -1332693 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1332948.750000 Penalty: 3001.195312
	Iteration 9Q: 3 clusters Score -1332949 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1333266.250000 Penalty: 3001.195312
	Iteration 10Q: 3 clusters Score -1333266 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1333653.125000 Penalty: 3001.195312
	Iteration 11F: 3 clusters Score -1333653 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1334027.750000 Penalty: 3001.195312
	Iteration 12Q: 3 clusters Score -1334028 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1334387.875000 Penalty: 3001.195312
	Iteration 13Q: 3 clusters Score -1334388 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1334673.000000 Penalty: 3001.195312
	Iteration 14Q: 3 clusters Score -1334673 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1334881.625000 Penalty: 3001.195312
	Iteration 15Q: 3 clusters Score -1334882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1335001.750000 Penalty: 3001.195312
	Iteration 16Q: 3 clusters Score -1335002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1335069.125000 Penalty: 3001.195312
	Iteration 17Q: 3 clusters Score -1335069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1335094.750000 Penalty: 3001.195312
	Iteration 18Q: 3 clusters Score -1335095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1335107.000000 Penalty: 3001.195312
	Iteration 19Q: 3 clusters Score -1335107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1335122.375000 Penalty: 3001.195312
	Iteration 20F: 3 clusters Score -1335122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1335128.375000 Penalty: 3001.195312
	Iteration 21Q: 3 clusters Score -1335128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1335132.125000 Penalty: 3001.195312
	Iteration 22Q: 3 clusters Score -1335132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1335136.875000 Penalty: 3001.195312
	Iteration 23Q: 3 clusters Score -1335137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1335142.500000 Penalty: 3001.195312
	Iteration 24Q: 3 clusters Score -1335142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1335149.125000 Penalty: 3001.195312
	Iteration 25Q: 3 clusters Score -1335149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1335152.500000 Penalty: 3001.195312
	Iteration 26Q: 3 clusters Score -1335152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1335156.375000 Penalty: 3001.195312
	Iteration 27Q: 3 clusters Score -1335156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1335156.250000 Penalty: 3001.195312
	Iteration 28Q: 3 clusters Score -1335156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1335156.250000 Penalty: 3001.195312
	Iteration 29F: 3 clusters Score -1335156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Entering Unmasked Estep 
Score: -4168531.750000 Penalty: 1688.750854
	Iteration 0F: 2 clusters Score -4168532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4146578.000000 Penalty: 3377.501709
	Iteration 0F: 3 clusters Score -4146578 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4154897.250000 Penalty: 3377.501709
	Iteration 1F: 3 clusters Score -4154897 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4155455.750000 Penalty: 3377.501709
	Iteration 2Q: 3 clusters Score -4155456 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4156340.500000 Penalty: 3377.501709
	Iteration 3F: 3 clusters Score -4156340 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4157800.250000 Penalty: 3377.501709
	Iteration 4F: 3 clusters Score -4157800 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -4159892.750000 Penalty: 3377.501709
	Iteration 5F: 3 clusters Score -4159893 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4162652.000000 Penalty: 3377.501709
	Iteration 6F: 3 clusters Score -4162652 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4165431.250000 Penalty: 3377.501709
	Iteration 7F: 3 clusters Score -4165431 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4166913.250000 Penalty: 3377.501709
	Iteration 8F: 3 clusters Score -4166913 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -4167418.250000 Penalty: 3377.501709
	Iteration 9Q: 3 clusters Score -4167418 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -4167737.250000 Penalty: 3377.501709
	Iteration 10Q: 3 clusters Score -4167737 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -4168034.500000 Penalty: 3377.501709
	Iteration 11Q: 3 clusters Score -4168034 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -4168320.750000 Penalty: 3377.501709
	Iteration 12Q: 3 clusters Score -4168321 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -4168521.250000 Penalty: 3377.501709
	Iteration 13Q: 3 clusters Score -4168521 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -4168681.000000 Penalty: 3377.501709
	Iteration 14Q: 3 clusters Score -4168681 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -4168776.750000 Penalty: 3377.501709
	Iteration 15Q: 3 clusters Score -4168777 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -4168834.750000 Penalty: 3377.501709
	Iteration 16Q: 3 clusters Score -4168835 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -4168858.750000 Penalty: 3377.501709
	Iteration 17Q: 3 clusters Score -4168859 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -4168893.000000 Penalty: 3377.501709
	Iteration 18Q: 3 clusters Score -4168893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4168922.000000 Penalty: 3377.501709
	Iteration 19Q: 3 clusters Score -4168922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4168927.500000 Penalty: 3377.501709
	Iteration 20F: 3 clusters Score -4168928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -4168926.500000 Penalty: 3377.501709
	Iteration 21Q: 3 clusters Score -4168926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4168927.250000 Penalty: 3377.501709
	Iteration 22Q: 3 clusters Score -4168927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4168943.500000 Penalty: 3377.501709
	Iteration 23Q: 3 clusters Score -4168944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4168949.750000 Penalty: 3377.501709
	Iteration 24Q: 3 clusters Score -4168950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4168947.000000 Penalty: 3377.501709
	Iteration 25Q: 3 clusters Score -4168947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -4168946.250000 Penalty: 3377.501709
	Iteration 26Q: 3 clusters Score -4168946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4168945.000000 Penalty: 3377.501709
	Iteration 27Q: 3 clusters Score -4168945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4168943.500000 Penalty: 3377.501709
	Iteration 28Q: 3 clusters Score -4168944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4168945.000000 Penalty: 3377.501709
	Iteration 29Q: 3 clusters Score -4168945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4168940.750000 Penalty: 3377.501709
	Iteration 30Q: 3 clusters Score -4168941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4168942.000000 Penalty: 3377.501709
	Iteration 31Q: 3 clusters Score -4168942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -4168938.000000 Penalty: 3377.501709
	Iteration 32Q: 3 clusters Score -4168938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -4168938.000000 Penalty: 3377.501709
	Iteration 33Q: 3 clusters Score -4168938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4168940.250000 Penalty: 3377.501709
	Iteration 34Q: 3 clusters Score -4168940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4168941.250000 Penalty: 3377.501709
	Iteration 35Q: 3 clusters Score -4168941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4168942.000000 Penalty: 3377.501709
	Iteration 36Q: 3 clusters Score -4168942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4168938.500000 Penalty: 3377.501709
	Iteration 37Q: 3 clusters Score -4168938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -4168938.750000 Penalty: 3377.501709
	Iteration 38Q: 3 clusters Score -4168939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -4168941.000000 Penalty: 3377.501709
	Iteration 39Q: 3 clusters Score -4168941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -4168938.750000 Penalty: 3377.501709
	Iteration 40F: 3 clusters Score -4168939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4168940.500000 Penalty: 3377.501709
	Iteration 41Q: 3 clusters Score -4168940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -4168937.750000 Penalty: 3377.501709
	Iteration 42Q: 3 clusters Score -4168938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -4168940.750000 Penalty: 3377.501709
	Iteration 43Q: 3 clusters Score -4168941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -4168940.750000 Penalty: 3377.501709
	Iteration 44F: 3 clusters Score -4168941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 25569 members 
Mstep: Class 4 contains 96825 members 
Mstep: Class 7 contains 21519 members 
Mstep: Class 10 contains 82884 members 
Mstep: Class 11 contains 30493 members 
Mstep: Class 12 contains 46068 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 7743 members 
Mstep: Class 15 contains 68776 members 
Mstep: Class 18 contains 70812 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 22 contains 52518 members 
Mstep: Class 23 contains 2822 members 
Entering Unmasked Estep 
Score: -65732028.000000 Penalty: 32109.041016
Splitting cluster 3 changes total score from -65731812.000000 to -65732028.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (96825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Entering Unmasked Estep 
Score: -12378782.000000 Penalty: 1865.607300
	Iteration 0F: 2 clusters Score -1.237878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -12323992.000000 Penalty: 3731.214600
	Iteration 0F: 3 clusters Score -1.232399e+07 nChanged 46402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -12350694.000000 Penalty: 3731.214600
	Iteration 1F: 3 clusters Score -1.235069e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -12351614.000000 Penalty: 3731.214600
	Iteration 2Q: 3 clusters Score -1.235161e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -12352906.000000 Penalty: 3731.214600
	Iteration 3Q: 3 clusters Score -1.235291e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -12354987.000000 Penalty: 3731.214600
	Iteration 4F: 3 clusters Score -1.235499e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -12358546.000000 Penalty: 3731.214600
	Iteration 5F: 3 clusters Score -1.235855e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -12364220.000000 Penalty: 3731.214600
	Iteration 6F: 3 clusters Score -1.236422e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -12370558.000000 Penalty: 3731.214600
	Iteration 7F: 3 clusters Score -1.237056e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -12374728.000000 Penalty: 3731.214600
	Iteration 8F: 3 clusters Score -1.237473e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -12376323.000000 Penalty: 3731.214600
	Iteration 9F: 3 clusters Score -1.237632e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -12376852.000000 Penalty: 3731.214600
	Iteration 10Q: 3 clusters Score -1.237685e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -12377239.000000 Penalty: 3731.214600
	Iteration 11Q: 3 clusters Score -1.237724e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -12377420.000000 Penalty: 3731.214600
	Iteration 12Q: 3 clusters Score -1.237742e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -12377537.000000 Penalty: 3731.214600
	Iteration 13Q: 3 clusters Score -1.237754e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -12377573.000000 Penalty: 3731.214600
	Iteration 14Q: 3 clusters Score -1.237757e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -12377606.000000 Penalty: 3731.214600
	Iteration 15Q: 3 clusters Score -1.237761e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -12377640.000000 Penalty: 3731.214600
	Iteration 16Q: 3 clusters Score -1.237764e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -12377658.000000 Penalty: 3731.214600
	Iteration 17Q: 3 clusters Score -1.237766e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -12377679.000000 Penalty: 3731.214600
	Iteration 18Q: 3 clusters Score -1.237768e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -12377672.000000 Penalty: 3731.214600
	Iteration 19Q: 3 clusters Score -1.237767e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -12377676.000000 Penalty: 3731.214600
	Iteration 20F: 3 clusters Score -1.237768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -12377664.000000 Penalty: 3731.214600
	Iteration 21Q: 3 clusters Score -1.237766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -12377680.000000 Penalty: 3731.214600
	Iteration 22Q: 3 clusters Score -1.237768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -12377686.000000 Penalty: 3731.214600
	Iteration 23Q: 3 clusters Score -1.237769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 96140 members 
Entering Unmasked Estep 
Score: -12377709.000000 Penalty: 3731.214600
	Iteration 24Q: 3 clusters Score -1.237771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -12377700.000000 Penalty: 3731.214600
	Iteration 25Q: 3 clusters Score -1.23777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -12377718.000000 Penalty: 3731.214600
	Iteration 26Q: 3 clusters Score -1.237772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -12377713.000000 Penalty: 3731.214600
	Iteration 27Q: 3 clusters Score -1.237771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -12377718.000000 Penalty: 3731.214600
	Iteration 28Q: 3 clusters Score -1.237772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -12377737.000000 Penalty: 3731.214600
	Iteration 29Q: 3 clusters Score -1.237774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -12377712.000000 Penalty: 3731.214600
	Iteration 30Q: 3 clusters Score -1.237771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -12377714.000000 Penalty: 3731.214600
	Iteration 31Q: 3 clusters Score -1.237771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 96195 members 
Entering Unmasked Estep 
Score: -12377723.000000 Penalty: 3731.214600
	Iteration 32Q: 3 clusters Score -1.237772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -12377729.000000 Penalty: 3731.214600
	Iteration 33Q: 3 clusters Score -1.237773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -12377751.000000 Penalty: 3731.214600
	Iteration 34Q: 3 clusters Score -1.237775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -12377753.000000 Penalty: 3731.214600
	Iteration 35Q: 3 clusters Score -1.237775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -12377755.000000 Penalty: 3731.214600
	Iteration 36Q: 3 clusters Score -1.237776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -12377752.000000 Penalty: 3731.214600
	Iteration 37Q: 3 clusters Score -1.237775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -12377752.000000 Penalty: 3731.214600
	Iteration 38Q: 3 clusters Score -1.237775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -12377753.000000 Penalty: 3731.214600
	Iteration 39Q: 3 clusters Score -1.237775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -12377749.000000 Penalty: 3731.214600
	Iteration 40F: 3 clusters Score -1.237775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -12377751.000000 Penalty: 3731.214600
	Iteration 41Q: 3 clusters Score -1.237775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -12377755.000000 Penalty: 3731.214600
	Iteration 42Q: 3 clusters Score -1.237776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -12377755.000000 Penalty: 3731.214600
	Iteration 43F: 3 clusters Score -1.237776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Entering Unmasked Estep 
Score: -2782599.250000 Penalty: 1621.212280
	Iteration 0F: 2 clusters Score -2782599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2767823.750000 Penalty: 3242.424561
	Iteration 0F: 3 clusters Score -2767824 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2773154.750000 Penalty: 3242.424561
	Iteration 1F: 3 clusters Score -2773155 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2773456.750000 Penalty: 3242.424561
	Iteration 2Q: 3 clusters Score -2773457 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2773779.500000 Penalty: 3242.424561
	Iteration 3Q: 3 clusters Score -2773780 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2774105.750000 Penalty: 3242.424561
	Iteration 4Q: 3 clusters Score -2774106 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2774462.000000 Penalty: 3242.424561
	Iteration 5Q: 3 clusters Score -2774462 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2775003.250000 Penalty: 3242.424561
	Iteration 6Q: 3 clusters Score -2775003 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2775783.750000 Penalty: 3242.424561
	Iteration 7F: 3 clusters Score -2775784 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2776837.500000 Penalty: 3242.424561
	Iteration 8F: 3 clusters Score -2776838 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2778023.750000 Penalty: 3242.424561
	Iteration 9F: 3 clusters Score -2778024 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2779122.750000 Penalty: 3242.424561
	Iteration 10F: 3 clusters Score -2779123 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2779870.500000 Penalty: 3242.424561
	Iteration 11Q: 3 clusters Score -2779870 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2780378.500000 Penalty: 3242.424561
	Iteration 12Q: 3 clusters Score -2780378 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2780666.500000 Penalty: 3242.424561
	Iteration 13Q: 3 clusters Score -2780666 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2780843.750000 Penalty: 3242.424561
	Iteration 14Q: 3 clusters Score -2780844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2780947.500000 Penalty: 3242.424561
	Iteration 15Q: 3 clusters Score -2780948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2781040.500000 Penalty: 3242.424561
	Iteration 16Q: 3 clusters Score -2781040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2781092.000000 Penalty: 3242.424561
	Iteration 17Q: 3 clusters Score -2781092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2781133.750000 Penalty: 3242.424561
	Iteration 18Q: 3 clusters Score -2781134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2781150.500000 Penalty: 3242.424561
	Iteration 19Q: 3 clusters Score -2781150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2781163.750000 Penalty: 3242.424561
	Iteration 20F: 3 clusters Score -2781164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2781174.250000 Penalty: 3242.424561
	Iteration 21Q: 3 clusters Score -2781174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2781178.250000 Penalty: 3242.424561
	Iteration 22Q: 3 clusters Score -2781178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2781180.750000 Penalty: 3242.424561
	Iteration 23Q: 3 clusters Score -2781181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2781188.000000 Penalty: 3242.424561
	Iteration 24Q: 3 clusters Score -2781188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2781186.500000 Penalty: 3242.424561
	Iteration 25Q: 3 clusters Score -2781186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2781186.250000 Penalty: 3242.424561
	Iteration 26Q: 3 clusters Score -2781186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2781186.250000 Penalty: 3242.424561
	Iteration 27F: 3 clusters Score -2781186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Entering Unmasked Estep 
Score: -10598600.000000 Penalty: 1840.344604
	Iteration 0F: 2 clusters Score -1.05986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -10558169.000000 Penalty: 3680.689209
	Iteration 0F: 3 clusters Score -1.055817e+07 nChanged 39389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -10580376.000000 Penalty: 3680.689209
	Iteration 1F: 3 clusters Score -1.058038e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -10580893.000000 Penalty: 3680.689209
	Iteration 2Q: 3 clusters Score -1.058089e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -10581465.000000 Penalty: 3680.689209
	Iteration 3Q: 3 clusters Score -1.058146e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -10582033.000000 Penalty: 3680.689209
	Iteration 4Q: 3 clusters Score -1.058203e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -10582846.000000 Penalty: 3680.689209
	Iteration 5Q: 3 clusters Score -1.058285e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -10583932.000000 Penalty: 3680.689209
	Iteration 6Q: 3 clusters Score -1.058393e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -10585745.000000 Penalty: 3680.689209
	Iteration 7F: 3 clusters Score -1.058574e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -10588638.000000 Penalty: 3680.689209
	Iteration 8F: 3 clusters Score -1.058864e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -10592576.000000 Penalty: 3680.689209
	Iteration 9F: 3 clusters Score -1.059258e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -10595820.000000 Penalty: 3680.689209
	Iteration 10F: 3 clusters Score -1.059582e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -10596863.000000 Penalty: 3680.689209
	Iteration 11F: 3 clusters Score -1.059686e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10597201.000000 Penalty: 3680.689209
	Iteration 12Q: 3 clusters Score -1.05972e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -10597253.000000 Penalty: 3680.689209
	Iteration 13Q: 3 clusters Score -1.059725e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10597299.000000 Penalty: 3680.689209
	Iteration 14Q: 3 clusters Score -1.05973e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -10597346.000000 Penalty: 3680.689209
	Iteration 15Q: 3 clusters Score -1.059735e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10597351.000000 Penalty: 3680.689209
	Iteration 16Q: 3 clusters Score -1.059735e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10597340.000000 Penalty: 3680.689209
	Iteration 17Q: 3 clusters Score -1.059734e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10597323.000000 Penalty: 3680.689209
	Iteration 18Q: 3 clusters Score -1.059732e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10597337.000000 Penalty: 3680.689209
	Iteration 19Q: 3 clusters Score -1.059734e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10597352.000000 Penalty: 3680.689209
	Iteration 20F: 3 clusters Score -1.059735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10597350.000000 Penalty: 3680.689209
	Iteration 21Q: 3 clusters Score -1.059735e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10597368.000000 Penalty: 3680.689209
	Iteration 22Q: 3 clusters Score -1.059737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10597379.000000 Penalty: 3680.689209
	Iteration 23Q: 3 clusters Score -1.059738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10597393.000000 Penalty: 3680.689209
	Iteration 24Q: 3 clusters Score -1.059739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10597400.000000 Penalty: 3680.689209
	Iteration 25Q: 3 clusters Score -1.05974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10597384.000000 Penalty: 3680.689209
	Iteration 26Q: 3 clusters Score -1.059738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10597389.000000 Penalty: 3680.689209
	Iteration 27Q: 3 clusters Score -1.059739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10597375.000000 Penalty: 3680.689209
	Iteration 28Q: 3 clusters Score -1.059738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10597378.000000 Penalty: 3680.689209
	Iteration 29Q: 3 clusters Score -1.059738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10597389.000000 Penalty: 3680.689209
	Iteration 30Q: 3 clusters Score -1.059739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10597385.000000 Penalty: 3680.689209
	Iteration 31Q: 3 clusters Score -1.059738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10597382.000000 Penalty: 3680.689209
	Iteration 32Q: 3 clusters Score -1.059738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10597379.000000 Penalty: 3680.689209
	Iteration 33Q: 3 clusters Score -1.059738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10597381.000000 Penalty: 3680.689209
	Iteration 34Q: 3 clusters Score -1.059738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10597382.000000 Penalty: 3680.689209
	Iteration 35Q: 3 clusters Score -1.059738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10597384.000000 Penalty: 3680.689209
	Iteration 36Q: 3 clusters Score -1.059738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10597378.000000 Penalty: 3680.689209
	Iteration 37Q: 3 clusters Score -1.059738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10597369.000000 Penalty: 3680.689209
	Iteration 38Q: 3 clusters Score -1.059737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10597371.000000 Penalty: 3680.689209
	Iteration 39Q: 3 clusters Score -1.059737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10597371.000000 Penalty: 3680.689209
	Iteration 40F: 3 clusters Score -1.059737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Entering Unmasked Estep 
Score: -3792106.000000 Penalty: 1677.853516
	Iteration 0F: 2 clusters Score -3792106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3771653.500000 Penalty: 3355.707031
	Iteration 0F: 3 clusters Score -3771654 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3779401.750000 Penalty: 3355.707031
	Iteration 1F: 3 clusters Score -3779402 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3779805.750000 Penalty: 3355.707031
	Iteration 2Q: 3 clusters Score -3779806 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3780250.500000 Penalty: 3355.707031
	Iteration 3Q: 3 clusters Score -3780250 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3780764.500000 Penalty: 3355.707031
	Iteration 4Q: 3 clusters Score -3780764 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3781425.750000 Penalty: 3355.707031
	Iteration 5Q: 3 clusters Score -3781426 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3782387.000000 Penalty: 3355.707031
	Iteration 6Q: 3 clusters Score -3782387 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3783751.250000 Penalty: 3355.707031
	Iteration 7F: 3 clusters Score -3783751 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3785228.750000 Penalty: 3355.707031
	Iteration 8F: 3 clusters Score -3785229 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3786499.000000 Penalty: 3355.707031
	Iteration 9F: 3 clusters Score -3786499 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3787460.500000 Penalty: 3355.707031
	Iteration 10Q: 3 clusters Score -3787460 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3788236.000000 Penalty: 3355.707031
	Iteration 11Q: 3 clusters Score -3788236 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3788772.750000 Penalty: 3355.707031
	Iteration 12Q: 3 clusters Score -3788773 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3789182.000000 Penalty: 3355.707031
	Iteration 13Q: 3 clusters Score -3789182 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3789464.750000 Penalty: 3355.707031
	Iteration 14Q: 3 clusters Score -3789465 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3789704.250000 Penalty: 3355.707031
	Iteration 15Q: 3 clusters Score -3789704 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3789902.000000 Penalty: 3355.707031
	Iteration 16Q: 3 clusters Score -3789902 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3790050.000000 Penalty: 3355.707031
	Iteration 17Q: 3 clusters Score -3790050 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3790176.250000 Penalty: 3355.707031
	Iteration 18Q: 3 clusters Score -3790176 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3790301.500000 Penalty: 3355.707031
	Iteration 19Q: 3 clusters Score -3790302 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3790382.250000 Penalty: 3355.707031
	Iteration 20F: 3 clusters Score -3790382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3790469.500000 Penalty: 3355.707031
	Iteration 21Q: 3 clusters Score -3790470 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3790519.250000 Penalty: 3355.707031
	Iteration 22Q: 3 clusters Score -3790519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3790569.250000 Penalty: 3355.707031
	Iteration 23Q: 3 clusters Score -3790569 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3790611.750000 Penalty: 3355.707031
	Iteration 24Q: 3 clusters Score -3790612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3790641.500000 Penalty: 3355.707031
	Iteration 25Q: 3 clusters Score -3790642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3790657.750000 Penalty: 3355.707031
	Iteration 26Q: 3 clusters Score -3790658 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3790693.000000 Penalty: 3355.707031
	Iteration 27Q: 3 clusters Score -3790693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3790708.000000 Penalty: 3355.707031
	Iteration 28Q: 3 clusters Score -3790708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3790732.250000 Penalty: 3355.707031
	Iteration 29Q: 3 clusters Score -3790732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3790739.000000 Penalty: 3355.707031
	Iteration 30Q: 3 clusters Score -3790739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3790755.000000 Penalty: 3355.707031
	Iteration 31Q: 3 clusters Score -3790755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3790761.250000 Penalty: 3355.707031
	Iteration 32Q: 3 clusters Score -3790761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3790777.000000 Penalty: 3355.707031
	Iteration 33Q: 3 clusters Score -3790777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3790780.500000 Penalty: 3355.707031
	Iteration 34Q: 3 clusters Score -3790780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3790788.000000 Penalty: 3355.707031
	Iteration 35Q: 3 clusters Score -3790788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3790803.250000 Penalty: 3355.707031
	Iteration 36Q: 3 clusters Score -3790803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -3790814.000000 Penalty: 3355.707031
	Iteration 37Q: 3 clusters Score -3790814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3790823.750000 Penalty: 3355.707031
	Iteration 38Q: 3 clusters Score -3790824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3790836.500000 Penalty: 3355.707031
	Iteration 39Q: 3 clusters Score -3790836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3790837.500000 Penalty: 3355.707031
	Iteration 40F: 3 clusters Score -3790838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3790847.750000 Penalty: 3355.707031
	Iteration 41Q: 3 clusters Score -3790848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3790859.500000 Penalty: 3355.707031
	Iteration 42Q: 3 clusters Score -3790860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -3790862.250000 Penalty: 3355.707031
	Iteration 43Q: 3 clusters Score -3790862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3790857.750000 Penalty: 3355.707031
	Iteration 44Q: 3 clusters Score -3790858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -3790862.500000 Penalty: 3355.707031
	Iteration 45Q: 3 clusters Score -3790862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -3790861.000000 Penalty: 3355.707031
	Iteration 46Q: 3 clusters Score -3790861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -3790861.500000 Penalty: 3355.707031
	Iteration 47Q: 3 clusters Score -3790862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -3790861.500000 Penalty: 3355.707031
	Iteration 48F: 3 clusters Score -3790862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Entering Unmasked Estep 
Score: -5843453.000000 Penalty: 1744.904541
	Iteration 0F: 2 clusters Score -5843453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5812465.500000 Penalty: 3489.809082
	Iteration 0F: 3 clusters Score -5812466 nChanged 21574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5824971.500000 Penalty: 3489.809082
	Iteration 1F: 3 clusters Score -5824972 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5825720.500000 Penalty: 3489.809082
	Iteration 2Q: 3 clusters Score -5825720 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5826739.500000 Penalty: 3489.809082
	Iteration 3Q: 3 clusters Score -5826740 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5828196.500000 Penalty: 3489.809082
	Iteration 4F: 3 clusters Score -5828196 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5830061.000000 Penalty: 3489.809082
	Iteration 5F: 3 clusters Score -5830061 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5832406.500000 Penalty: 3489.809082
	Iteration 6F: 3 clusters Score -5832406 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -5834585.000000 Penalty: 3489.809082
	Iteration 7F: 3 clusters Score -5834585 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -5836088.500000 Penalty: 3489.809082
	Iteration 8F: 3 clusters Score -5836088 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5836792.000000 Penalty: 3489.809082
	Iteration 9Q: 3 clusters Score -5836792 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -5837173.500000 Penalty: 3489.809082
	Iteration 10Q: 3 clusters Score -5837174 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -5837437.000000 Penalty: 3489.809082
	Iteration 11Q: 3 clusters Score -5837437 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5837675 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5837967 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5838203 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5838419.500000 Penalty: 3489.809082
	Iteration 15Q: 3 clusters Score -5838420 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5838586 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5838716.500000 Penalty: 3489.809082
	Iteration 17Q: 3 clusters Score -5838716 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5838844.500000 Penalty: 3489.809082
	Iteration 18Q: 3 clusters Score -5838844 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5838917 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5839012.500000 Penalty: 3489.809082
	Iteration 20F: 3 clusters Score -5839012 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -5839102.000000 Penalty: 3489.809082
	Iteration 21Q: 3 clusters Score -5839102 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -5839174.500000 Penalty: 3489.809082
	Iteration 22Q: 3 clusters Score -5839174 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -5839231.000000 Penalty: 3489.809082
	Iteration 23Q: 3 clusters Score -5839231 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -5839279.000000 Penalty: 3489.809082
	Iteration 24Q: 3 clusters Score -5839279 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5839324.500000 Penalty: 3489.809082
	Iteration 25Q: 3 clusters Score -5839324 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5839335.500000 Penalty: 3489.809082
	Iteration 26Q: 3 clusters Score -5839336 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -5839361.000000 Penalty: 3489.809082
	Iteration 27Q: 3 clusters Score -5839361 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5839364.500000 Penalty: 3489.809082
	Iteration 28Q: 3 clusters Score -5839364 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5839387 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -5839414.500000 Penalty: 3489.809082
	Iteration 30Q: 3 clusters Score -5839414 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -5839421.500000 Penalty: 3489.809082
	Iteration 31Q: 3 clusters Score -5839422 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -5839467.000000 Penalty: 3489.809082
	Iteration 32Q: 3 clusters Score -5839467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -5839482.000000 Penalty: 3489.809082
	Iteration 33Q: 3 clusters Score -5839482 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5839506.000000 Penalty: 3489.809082
	Iteration 34Q: 3 clusters Score -5839506 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5839519.500000 Penalty: 3489.809082
	Iteration 35Q: 3 clusters Score -5839520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5839518.000000 Penalty: 3489.809082
	Iteration 36Q: 3 clusters Score -5839518 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5839555.500000 Penalty: 3489.809082
	Iteration 37Q: 3 clusters Score -5839556 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -5839549.000000 Penalty: 3489.809082
	Iteration 38Q: 3 clusters Score -5839549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5839570 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -5839577.500000 Penalty: 3489.809082
	Iteration 40F: 3 clusters Score -5839578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5839570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5839582 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5839572 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5839586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5839588.500000 Penalty: 3489.809082
	Iteration 45Q: 3 clusters Score -5839588 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5839600.000000 Penalty: 3489.809082
	Iteration 46Q: 3 clusters Score -5839600 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -5839616.000000 Penalty: 3489.809082
	Iteration 47Q: 3 clusters Score -5839616 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -5839639.000000 Penalty: 3489.809082
	Iteration 48Q: 3 clusters Score -5839639 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -5839647.500000 Penalty: 3489.809082
	Iteration 49Q: 3 clusters Score -5839648 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5839670 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5839668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5839682.500000 Penalty: 3489.809082
	Iteration 52Q: 3 clusters Score -5839682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5839682 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5839717 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -5839736.500000 Penalty: 3489.809082
	Iteration 55Q: 3 clusters Score -5839736 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5839748.000000 Penalty: 3489.809082
	Iteration 56Q: 3 clusters Score -5839748 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -5839773.500000 Penalty: 3489.809082
	Iteration 57Q: 3 clusters Score -5839774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -5839785.000000 Penalty: 3489.809082
	Iteration 58Q: 3 clusters Score -5839785 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -5839801.000000 Penalty: 3489.809082
	Iteration 59Q: 3 clusters Score -5839801 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -5839830.000000 Penalty: 3489.809082
	Iteration 60F: 3 clusters Score -5839830 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -5839840.000000 Penalty: 3489.809082
	Iteration 61Q: 3 clusters Score -5839840 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5839849 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5839876 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -5839892.500000 Penalty: 3489.809082
	Iteration 64Q: 3 clusters Score -5839892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5839910 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5839917 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5839947 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5839938 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5839964 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -5839972.500000 Penalty: 3489.809082
	Iteration 70Q: 3 clusters Score -5839972 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5839977 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -5840007.000000 Penalty: 3489.809082
	Iteration 72Q: 3 clusters Score -5840007 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5840022.000000 Penalty: 3489.809082
	Iteration 73Q: 3 clusters Score -5840022 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5840076 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -5840118.500000 Penalty: 3489.809082
	Iteration 75Q: 3 clusters Score -5840118 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5840136 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5840162 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5840186 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -5840234.000000 Penalty: 3489.809082
	Iteration 79Q: 3 clusters Score -5840234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -5840256.000000 Penalty: 3489.809082
	Iteration 80F: 3 clusters Score -5840256 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -5840286.500000 Penalty: 3489.809082
	Iteration 81Q: 3 clusters Score -5840286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -5840302.500000 Penalty: 3489.809082
	Iteration 82Q: 3 clusters Score -5840302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -5840335.500000 Penalty: 3489.809082
	Iteration 83Q: 3 clusters Score -5840336 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5840380 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5840414.000000 Penalty: 3489.809082
	Iteration 85Q: 3 clusters Score -5840414 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -5840483.500000 Penalty: 3489.809082
	Iteration 86Q: 3 clusters Score -5840484 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -5840504.500000 Penalty: 3489.809082
	Iteration 87Q: 3 clusters Score -5840504 nChanged 232
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Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -5840562.500000 Penalty: 3489.809082
	Iteration 88Q: 3 clusters Score -5840562 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5840626 nChanged 229
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Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -5840707.000000 Penalty: 3489.809082
	Iteration 90Q: 3 clusters Score -5840707 nChanged 230
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Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5840736 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5840776 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -5840841.500000 Penalty: 3489.809082
	Iteration 93Q: 3 clusters Score -5840842 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5840878 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5840921.500000 Penalty: 3489.809082
	Iteration 95Q: 3 clusters Score -5840922 nChanged 194
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Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5840976 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5841011.500000 Penalty: 3489.809082
	Iteration 97Q: 3 clusters Score -5841012 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5841024 nChanged 171
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Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5841067 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5841101.000000 Penalty: 3489.809082
	Iteration 100F: 3 clusters Score -5841101 nChanged 138
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Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5841118 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5841142.500000 Penalty: 3489.809082
	Iteration 102Q: 3 clusters Score -5841142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5841169 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5841191.000000 Penalty: 3489.809082
	Iteration 104Q: 3 clusters Score -5841191 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5841221.500000 Penalty: 3489.809082
	Iteration 105Q: 3 clusters Score -5841222 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5841258.000000 Penalty: 3489.809082
	Iteration 106Q: 3 clusters Score -5841258 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5841296.000000 Penalty: 3489.809082
	Iteration 107Q: 3 clusters Score -5841296 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5841320.000000 Penalty: 3489.809082
	Iteration 108Q: 3 clusters Score -5841320 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5841356.000000 Penalty: 3489.809082
	Iteration 109Q: 3 clusters Score -5841356 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5841391.000000 Penalty: 3489.809082
	Iteration 110Q: 3 clusters Score -5841391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5841413.000000 Penalty: 3489.809082
	Iteration 111Q: 3 clusters Score -5841413 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5841460.000000 Penalty: 3489.809082
	Iteration 112Q: 3 clusters Score -5841460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5841491.500000 Penalty: 3489.809082
	Iteration 113Q: 3 clusters Score -5841492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5841515.500000 Penalty: 3489.809082
	Iteration 114Q: 3 clusters Score -5841516 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5841562.000000 Penalty: 3489.809082
	Iteration 115Q: 3 clusters Score -5841562 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5841586.500000 Penalty: 3489.809082
	Iteration 116Q: 3 clusters Score -5841586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5841622.000000 Penalty: 3489.809082
	Iteration 117Q: 3 clusters Score -5841622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5841632.500000 Penalty: 3489.809082
	Iteration 118Q: 3 clusters Score -5841632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5841654.000000 Penalty: 3489.809082
	Iteration 119Q: 3 clusters Score -5841654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5841681.500000 Penalty: 3489.809082
	Iteration 120F: 3 clusters Score -5841682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5841700.500000 Penalty: 3489.809082
	Iteration 121Q: 3 clusters Score -5841700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5841737.000000 Penalty: 3489.809082
	Iteration 122Q: 3 clusters Score -5841737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5841764.500000 Penalty: 3489.809082
	Iteration 123Q: 3 clusters Score -5841764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5841780.500000 Penalty: 3489.809082
	Iteration 124Q: 3 clusters Score -5841780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5841781.500000 Penalty: 3489.809082
	Iteration 125Q: 3 clusters Score -5841782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5841794.000000 Penalty: 3489.809082
	Iteration 126Q: 3 clusters Score -5841794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5841797.500000 Penalty: 3489.809082
	Iteration 127Q: 3 clusters Score -5841798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5841816.000000 Penalty: 3489.809082
	Iteration 128Q: 3 clusters Score -5841816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5841828.000000 Penalty: 3489.809082
	Iteration 129Q: 3 clusters Score -5841828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5841837.500000 Penalty: 3489.809082
	Iteration 130Q: 3 clusters Score -5841838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5841848.000000 Penalty: 3489.809082
	Iteration 131Q: 3 clusters Score -5841848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5841856.500000 Penalty: 3489.809082
	Iteration 132Q: 3 clusters Score -5841856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5841863.500000 Penalty: 3489.809082
	Iteration 133Q: 3 clusters Score -5841864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5841871.500000 Penalty: 3489.809082
	Iteration 134Q: 3 clusters Score -5841872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5841876.500000 Penalty: 3489.809082
	Iteration 135Q: 3 clusters Score -5841876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5841884.000000 Penalty: 3489.809082
	Iteration 136Q: 3 clusters Score -5841884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5841898.500000 Penalty: 3489.809082
	Iteration 137Q: 3 clusters Score -5841898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5841900.500000 Penalty: 3489.809082
	Iteration 138Q: 3 clusters Score -5841900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5841911.000000 Penalty: 3489.809082
	Iteration 139Q: 3 clusters Score -5841911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5841913.500000 Penalty: 3489.809082
	Iteration 140F: 3 clusters Score -5841914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5841920.500000 Penalty: 3489.809082
	Iteration 141Q: 3 clusters Score -5841920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5841918.500000 Penalty: 3489.809082
	Iteration 142Q: 3 clusters Score -5841918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5841924.500000 Penalty: 3489.809082
	Iteration 143Q: 3 clusters Score -5841924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5841929.000000 Penalty: 3489.809082
	Iteration 144Q: 3 clusters Score -5841929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5841936.500000 Penalty: 3489.809082
	Iteration 145Q: 3 clusters Score -5841936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5841931.000000 Penalty: 3489.809082
	Iteration 146Q: 3 clusters Score -5841931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5841931.000000 Penalty: 3489.809082
	Iteration 147Q: 3 clusters Score -5841931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5841928.500000 Penalty: 3489.809082
	Iteration 148Q: 3 clusters Score -5841928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5841932.000000 Penalty: 3489.809082
	Iteration 149Q: 3 clusters Score -5841932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5841935.000000 Penalty: 3489.809082
	Iteration 150Q: 3 clusters Score -5841935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5841937.000000 Penalty: 3489.809082
	Iteration 151Q: 3 clusters Score -5841937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5841934.000000 Penalty: 3489.809082
	Iteration 152Q: 3 clusters Score -5841934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5841939.500000 Penalty: 3489.809082
	Iteration 153Q: 3 clusters Score -5841940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5841943.000000 Penalty: 3489.809082
	Iteration 154Q: 3 clusters Score -5841943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5841943.000000 Penalty: 3489.809082
	Iteration 155F: 3 clusters Score -5841943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -51012.582031 Penalty: 1015.307007
	Iteration 0F: 2 clusters Score -51012.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50232.535156 Penalty: 2030.614014
	Iteration 0F: 3 clusters Score -50232.54 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51081.542969 Penalty: 2030.614014
	Iteration 1F: 3 clusters Score -51081.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51665.171875 Penalty: 2030.614014
	Iteration 2F: 3 clusters Score -51665.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -52105.636719 Penalty: 2030.614014
	Iteration 3F: 3 clusters Score -52105.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52201.367188 Penalty: 2030.614014
	Iteration 4Q: 3 clusters Score -52201.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -52234.285156 Penalty: 2030.614014
	Iteration 5Q: 3 clusters Score -52234.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -52234.285156 Penalty: 2030.614014
	Iteration 6F: 3 clusters Score -52234.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 25569 members 
Mstep: Class 4 contains 96825 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 7 contains 21519 members 
Mstep: Class 10 contains 82884 members 
Mstep: Class 11 contains 30493 members 
Mstep: Class 12 contains 46068 members 
Mstep: Class 13 contains 387 members 
Mstep: Class 14 contains 7743 members 
Mstep: Class 15 contains 68776 members 
Mstep: Class 18 contains 70812 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 22 contains 52518 members 
Mstep: Class 23 contains 2822 members 
Entering Unmasked Estep 
Score: -65732168.000000 Penalty: 34249.644531
Splitting cluster 13 changes total score from -65731812.000000 to -65732168.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 14 (7743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Entering Unmasked Estep 
Score: -929836.375000 Penalty: 1455.113403
	Iteration 0F: 2 clusters Score -929836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -924165.312500 Penalty: 2910.226807
	Iteration 0F: 3 clusters Score -924165.3 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -926101.375000 Penalty: 2910.226807
	Iteration 1F: 3 clusters Score -926101.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -926564.000000 Penalty: 2910.226807
	Iteration 2F: 3 clusters Score -926564 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -927082.875000 Penalty: 2910.226807
	Iteration 3F: 3 clusters Score -927082.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -927702.375000 Penalty: 2910.226807
	Iteration 4F: 3 clusters Score -927702.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -928517.937500 Penalty: 2910.226807
	Iteration 5F: 3 clusters Score -928517.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -929337.062500 Penalty: 2910.226807
	Iteration 6F: 3 clusters Score -929337.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -929827.437500 Penalty: 2910.226807
	Iteration 7F: 3 clusters Score -929827.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -930008.687500 Penalty: 2910.226807
	Iteration 8Q: 3 clusters Score -930008.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -930066.750000 Penalty: 2910.226807
	Iteration 9Q: 3 clusters Score -930066.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -930085.625000 Penalty: 2910.226807
	Iteration 10Q: 3 clusters Score -930085.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -930095.500000 Penalty: 2910.226807
	Iteration 11Q: 3 clusters Score -930095.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -930097.812500 Penalty: 2910.226807
	Iteration 12Q: 3 clusters Score -930097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -930098.187500 Penalty: 2910.226807
	Iteration 13Q: 3 clusters Score -930098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -930097.875000 Penalty: 2910.226807
	Iteration 14Q: 3 clusters Score -930097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -930099.000000 Penalty: 2910.226807
	Iteration 15Q: 3 clusters Score -930099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -930100.187500 Penalty: 2910.226807
	Iteration 16Q: 3 clusters Score -930100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -930099.437500 Penalty: 2910.226807
	Iteration 17Q: 3 clusters Score -930099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -930099.437500 Penalty: 2910.226807
	Iteration 18F: 3 clusters Score -930099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 25569 members 
Mstep: Class 4 contains 96825 members 
Mstep: Class 5 contains 130 members 
Mstep: Class 6 contains 2843 members 
Mstep: Class 7 contains 21519 members 
Mstep: Class 10 contains 82884 members 
Mstep: Class 11 contains 30493 members 
Mstep: Class 12 contains 46068 members 
Mstep: Class 13 contains 387 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 68776 members 
Mstep: Class 18 contains 70812 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 22 contains 52518 members 
Mstep: Class 23 contains 2822 members 
Entering Unmasked Estep 
Score: -65731680.000000 Penalty: 36390.246094
Splitting cluster 14 changes total score from -65731812.000000 to -65731680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (68776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Entering Unmasked Estep 
Score: -8828830.000000 Penalty: 1810.024048
	Iteration 0F: 2 clusters Score -8828830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -8788532.000000 Penalty: 3620.048096
	Iteration 0F: 3 clusters Score -8788532 nChanged 32640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -8807265.000000 Penalty: 3620.048096
	Iteration 1F: 3 clusters Score -8807265 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -8807769.000000 Penalty: 3620.048096
	Iteration 2Q: 3 clusters Score -8807769 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -8808288.000000 Penalty: 3620.048096
	Iteration 3Q: 3 clusters Score -8808288 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -8808971.000000 Penalty: 3620.048096
	Iteration 4Q: 3 clusters Score -8808971 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -8809872.000000 Penalty: 3620.048096
	Iteration 5Q: 3 clusters Score -8809872 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8811390.000000 Penalty: 3620.048096
	Iteration 6Q: 3 clusters Score -8811390 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -8813650.000000 Penalty: 3620.048096
	Iteration 7F: 3 clusters Score -8813650 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8816509.000000 Penalty: 3620.048096
	Iteration 8F: 3 clusters Score -8816509 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -8819038.000000 Penalty: 3620.048096
	Iteration 9F: 3 clusters Score -8819038 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8820214.000000 Penalty: 3620.048096
	Iteration 10F: 3 clusters Score -8820214 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -8820657.000000 Penalty: 3620.048096
	Iteration 11Q: 3 clusters Score -8820657 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -8820880.000000 Penalty: 3620.048096
	Iteration 12Q: 3 clusters Score -8820880 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -8820984.000000 Penalty: 3620.048096
	Iteration 13Q: 3 clusters Score -8820984 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -8821107.000000 Penalty: 3620.048096
	Iteration 14Q: 3 clusters Score -8821107 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -8821359.000000 Penalty: 3620.048096
	Iteration 15Q: 3 clusters Score -8821359 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8821516.000000 Penalty: 3620.048096
	Iteration 16Q: 3 clusters Score -8821516 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -8821661.000000 Penalty: 3620.048096
	Iteration 17Q: 3 clusters Score -8821661 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -8821780.000000 Penalty: 3620.048096
	Iteration 18Q: 3 clusters Score -8821780 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -8821904.000000 Penalty: 3620.048096
	Iteration 19Q: 3 clusters Score -8821904 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -8822073.000000 Penalty: 3620.048096
	Iteration 20F: 3 clusters Score -8822073 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -8822202.000000 Penalty: 3620.048096
	Iteration 21Q: 3 clusters Score -8822202 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -8822322.000000 Penalty: 3620.048096
	Iteration 22Q: 3 clusters Score -8822322 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -8822369.000000 Penalty: 3620.048096
	Iteration 23Q: 3 clusters Score -8822369 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -8822460.000000 Penalty: 3620.048096
	Iteration 24Q: 3 clusters Score -8822460 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -8822581.000000 Penalty: 3620.048096
	Iteration 25Q: 3 clusters Score -8822581 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -8822683.000000 Penalty: 3620.048096
	Iteration 26Q: 3 clusters Score -8822683 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -8822767.000000 Penalty: 3620.048096
	Iteration 27Q: 3 clusters Score -8822767 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -8822843.000000 Penalty: 3620.048096
	Iteration 28Q: 3 clusters Score -8822843 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -8822911.000000 Penalty: 3620.048096
	Iteration 29Q: 3 clusters Score -8822911 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -8822957.000000 Penalty: 3620.048096
	Iteration 30Q: 3 clusters Score -8822957 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -8823063.000000 Penalty: 3620.048096
	Iteration 31Q: 3 clusters Score -8823063 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -8823139.000000 Penalty: 3620.048096
	Iteration 32Q: 3 clusters Score -8823139 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -8823309.000000 Penalty: 3620.048096
	Iteration 33Q: 3 clusters Score -8823309 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -8823430.000000 Penalty: 3620.048096
	Iteration 34Q: 3 clusters Score -8823430 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -8823559.000000 Penalty: 3620.048096
	Iteration 35Q: 3 clusters Score -8823559 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -8823667.000000 Penalty: 3620.048096
	Iteration 36Q: 3 clusters Score -8823667 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -8823811.000000 Penalty: 3620.048096
	Iteration 37Q: 3 clusters Score -8823811 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -8823922.000000 Penalty: 3620.048096
	Iteration 38Q: 3 clusters Score -8823922 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -8824073.000000 Penalty: 3620.048096
	Iteration 39Q: 3 clusters Score -8824073 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -8824178.000000 Penalty: 3620.048096
	Iteration 40F: 3 clusters Score -8824178 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -8824301.000000 Penalty: 3620.048096
	Iteration 41Q: 3 clusters Score -8824301 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -8824389.000000 Penalty: 3620.048096
	Iteration 42Q: 3 clusters Score -8824389 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -8824503.000000 Penalty: 3620.048096
	Iteration 43Q: 3 clusters Score -8824503 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -8824667.000000 Penalty: 3620.048096
	Iteration 44Q: 3 clusters Score -8824667 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -8824751.000000 Penalty: 3620.048096
	Iteration 45Q: 3 clusters Score -8824751 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -8824865.000000 Penalty: 3620.048096
	Iteration 46Q: 3 clusters Score -8824865 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -8824973.000000 Penalty: 3620.048096
	Iteration 47Q: 3 clusters Score -8824973 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -8825092.000000 Penalty: 3620.048096
	Iteration 48Q: 3 clusters Score -8825092 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -8825088.000000 Penalty: 3620.048096
	Iteration 49Q: 3 clusters Score -8825088 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -8825107.000000 Penalty: 3620.048096
	Iteration 50Q: 3 clusters Score -8825107 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -8825192.000000 Penalty: 3620.048096
	Iteration 51Q: 3 clusters Score -8825192 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -8825408.000000 Penalty: 3620.048096
	Iteration 52Q: 3 clusters Score -8825408 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -8825599.000000 Penalty: 3620.048096
	Iteration 53Q: 3 clusters Score -8825599 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -8825577.000000 Penalty: 3620.048096
	Iteration 54Q: 3 clusters Score -8825577 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -8825573.000000 Penalty: 3620.048096
	Iteration 55Q: 3 clusters Score -8825573 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -8825506.000000 Penalty: 3620.048096
	Iteration 56Q: 3 clusters Score -8825506 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -8825365.000000 Penalty: 3620.048096
	Iteration 57Q: 3 clusters Score -8825365 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -8825295.000000 Penalty: 3620.048096
	Iteration 58Q: 3 clusters Score -8825295 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -8825199.000000 Penalty: 3620.048096
	Iteration 59Q: 3 clusters Score -8825199 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -8826187.000000 Penalty: 3620.048096
	Iteration 60F: 3 clusters Score -8826187 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -8826564.000000 Penalty: 3620.048096
	Iteration 61Q: 3 clusters Score -8826564 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -8826755.000000 Penalty: 3620.048096
	Iteration 62Q: 3 clusters Score -8826755 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8827099.000000 Penalty: 3620.048096
	Iteration 63Q: 3 clusters Score -8827099 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8827439.000000 Penalty: 3620.048096
	Iteration 64Q: 3 clusters Score -8827439 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8827367.000000 Penalty: 3620.048096
	Iteration 65Q: 3 clusters Score -8827367 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8827299.000000 Penalty: 3620.048096
	Iteration 66Q: 3 clusters Score -8827299 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8827277.000000 Penalty: 3620.048096
	Iteration 67Q: 3 clusters Score -8827277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8827315.000000 Penalty: 3620.048096
	Iteration 68Q: 3 clusters Score -8827315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8827321.000000 Penalty: 3620.048096
	Iteration 69Q: 3 clusters Score -8827321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8827325.000000 Penalty: 3620.048096
	Iteration 70Q: 3 clusters Score -8827325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8827333.000000 Penalty: 3620.048096
	Iteration 71Q: 3 clusters Score -8827333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8827341.000000 Penalty: 3620.048096
	Iteration 72Q: 3 clusters Score -8827341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8827339.000000 Penalty: 3620.048096
	Iteration 73Q: 3 clusters Score -8827339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8827340.000000 Penalty: 3620.048096
	Iteration 74Q: 3 clusters Score -8827340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8827336.000000 Penalty: 3620.048096
	Iteration 75Q: 3 clusters Score -8827336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8827338.000000 Penalty: 3620.048096
	Iteration 76Q: 3 clusters Score -8827338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8827338.000000 Penalty: 3620.048096
	Iteration 77F: 3 clusters Score -8827338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (70812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Entering Unmasked Estep 
Score: -8951932.000000 Penalty: 1814.764893
	Iteration 0F: 2 clusters Score -8951932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -8904557.000000 Penalty: 3629.529785
	Iteration 0F: 3 clusters Score -8904557 nChanged 33838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -8925053.000000 Penalty: 3629.529785
	Iteration 1F: 3 clusters Score -8925053 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -8926536.000000 Penalty: 3629.529785
	Iteration 2Q: 3 clusters Score -8926536 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -8928411.000000 Penalty: 3629.529785
	Iteration 3F: 3 clusters Score -8928411 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -8930629.000000 Penalty: 3629.529785
	Iteration 4F: 3 clusters Score -8930629 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -8933502.000000 Penalty: 3629.529785
	Iteration 5F: 3 clusters Score -8933502 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -8936832.000000 Penalty: 3629.529785
	Iteration 6F: 3 clusters Score -8936832 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -8939791.000000 Penalty: 3629.529785
	Iteration 7F: 3 clusters Score -8939791 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -8941504.000000 Penalty: 3629.529785
	Iteration 8Q: 3 clusters Score -8941504 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -8942458.000000 Penalty: 3629.529785
	Iteration 9Q: 3 clusters Score -8942458 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -8943008.000000 Penalty: 3629.529785
	Iteration 10Q: 3 clusters Score -8943008 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -8943434.000000 Penalty: 3629.529785
	Iteration 11Q: 3 clusters Score -8943434 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -8943830.000000 Penalty: 3629.529785
	Iteration 12Q: 3 clusters Score -8943830 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -8944167.000000 Penalty: 3629.529785
	Iteration 13Q: 3 clusters Score -8944167 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -8944445.000000 Penalty: 3629.529785
	Iteration 14Q: 3 clusters Score -8944445 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -8944707.000000 Penalty: 3629.529785
	Iteration 15Q: 3 clusters Score -8944707 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -8944960.000000 Penalty: 3629.529785
	Iteration 16Q: 3 clusters Score -8944960 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -8945219.000000 Penalty: 3629.529785
	Iteration 17Q: 3 clusters Score -8945219 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -8945474.000000 Penalty: 3629.529785
	Iteration 18Q: 3 clusters Score -8945474 nChanged 728
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8945673 nChanged 744
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8945908 nChanged 767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8946149 nChanged 802
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Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8946394 nChanged 714
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8946646 nChanged 737
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Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8946926 nChanged 735
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8947189 nChanged 760
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8947513 nChanged 733
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Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8947857 nChanged 692
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Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8948236 nChanged 642
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Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8948533 nChanged 587
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Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8948812 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8949075 nChanged 573
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Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8949310 nChanged 522
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Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8949558 nChanged 449
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Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8949710 nChanged 379
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Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8949802 nChanged 330
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Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8949905 nChanged 285
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Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8949955 nChanged 259
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Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8950060 nChanged 214
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Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8950093 nChanged 203
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Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8950129 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8950163 nChanged 158
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Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8950196 nChanged 148
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Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8950207 nChanged 136
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Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8950233 nChanged 131
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Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8950276 nChanged 112
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Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8950297 nChanged 103
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Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8950304 nChanged 97
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Mstep: Class 1 contains 64348 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8950319 nChanged 96
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Mstep: Class 1 contains 64438 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8950335 nChanged 81
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8950336 nChanged 70
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Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8950345 nChanged 78
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Mstep: Class 1 contains 64655 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8950352 nChanged 68
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Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8950366 nChanged 71
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Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8950382 nChanged 76
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Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8950372 nChanged 68
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Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8950386 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8950375 nChanged 58
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Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8950366 nChanged 67
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Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8950372 nChanged 73
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Mstep: Class 1 contains 65192 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8950380 nChanged 74
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Mstep: Class 1 contains 65266 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8950417 nChanged 57
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Mstep: Class 1 contains 65321 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8950428 nChanged 51
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Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8950433 nChanged 45
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Mstep: Class 1 contains 65413 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8950438 nChanged 33
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8950448 nChanged 32
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Mstep: Class 1 contains 65478 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8950451 nChanged 25
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Mstep: Class 1 contains 65501 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8950463 nChanged 20
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8950469 nChanged 15
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8950464 nChanged 17
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Mstep: Class 1 contains 65553 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8950463 nChanged 24
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Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8950469 nChanged 19
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Mstep: Class 1 contains 65596 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8950466 nChanged 18
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Mstep: Class 1 contains 65614 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8950468 nChanged 20
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Mstep: Class 1 contains 65634 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8950468 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65664 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8950464 nChanged 28
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Mstep: Class 1 contains 65690 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8950473 nChanged 28
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Mstep: Class 1 contains 65714 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8950476 nChanged 31
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Mstep: Class 1 contains 65743 members 
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	Iteration 78Q: 3 clusters Score -8950473 nChanged 25
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Mstep: Class 1 contains 65762 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8950477 nChanged 25
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Mstep: Class 1 contains 65785 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8950485 nChanged 20
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Mstep: Class 1 contains 65805 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8950483 nChanged 19
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Mstep: Class 1 contains 65824 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8950481 nChanged 9
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Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 4979 members 
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	Iteration 83Q: 3 clusters Score -8950474 nChanged 18
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8950475 nChanged 17
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	Iteration 85Q: 3 clusters Score -8950477 nChanged 25
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	Iteration 86Q: 3 clusters Score -8950483 nChanged 26
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8950496 nChanged 19
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	Iteration 89Q: 3 clusters Score -8950499 nChanged 20
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8950512 nChanged 16
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8950519 nChanged 15
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8950522 nChanged 17
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8950526 nChanged 14
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	Iteration 94Q: 3 clusters Score -8950529 nChanged 16
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Mstep: Class 1 contains 66019 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8950531 nChanged 22
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	Iteration 96Q: 3 clusters Score -8950531 nChanged 28
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	Iteration 97Q: 3 clusters Score -8950540 nChanged 23
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	Iteration 98Q: 3 clusters Score -8950550 nChanged 17
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	Iteration 99Q: 3 clusters Score -8950549 nChanged 15
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	Iteration 100F: 3 clusters Score -8950549 nChanged 9
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	Iteration 101Q: 3 clusters Score -8950547 nChanged 14
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	Iteration 102Q: 3 clusters Score -8950550 nChanged 11
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8950554 nChanged 7
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Mstep: Class 1 contains 66139 members 
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	Iteration 104Q: 3 clusters Score -8950551 nChanged 14
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8950560 nChanged 10
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	Iteration 106Q: 3 clusters Score -8950550 nChanged 11
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	Iteration 107Q: 3 clusters Score -8950557 nChanged 11
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	Iteration 108Q: 3 clusters Score -8950552 nChanged 14
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	Iteration 109Q: 3 clusters Score -8950558 nChanged 13
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	Iteration 110Q: 3 clusters Score -8950558 nChanged 13
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Score: -8950560.000000 Penalty: 3629.529785
	Iteration 111Q: 3 clusters Score -8950560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8950560.000000 Penalty: 3629.529785
	Iteration 112Q: 3 clusters Score -8950560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -8950564.000000 Penalty: 3629.529785
	Iteration 113Q: 3 clusters Score -8950564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -8950568.000000 Penalty: 3629.529785
	Iteration 114Q: 3 clusters Score -8950568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -8950580.000000 Penalty: 3629.529785
	Iteration 115Q: 3 clusters Score -8950580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -8950581.000000 Penalty: 3629.529785
	Iteration 116Q: 3 clusters Score -8950581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -8950578.000000 Penalty: 3629.529785
	Iteration 117Q: 3 clusters Score -8950578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8950584.000000 Penalty: 3629.529785
	Iteration 118Q: 3 clusters Score -8950584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8950590.000000 Penalty: 3629.529785
	Iteration 119Q: 3 clusters Score -8950590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8950591.000000 Penalty: 3629.529785
	Iteration 120F: 3 clusters Score -8950591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -8950594.000000 Penalty: 3629.529785
	Iteration 121Q: 3 clusters Score -8950594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -8950588.000000 Penalty: 3629.529785
	Iteration 122Q: 3 clusters Score -8950588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -8950586.000000 Penalty: 3629.529785
	Iteration 123Q: 3 clusters Score -8950586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8950589.000000 Penalty: 3629.529785
	Iteration 124Q: 3 clusters Score -8950589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8950591.000000 Penalty: 3629.529785
	Iteration 125Q: 3 clusters Score -8950591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -8950588.000000 Penalty: 3629.529785
	Iteration 126Q: 3 clusters Score -8950588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -8950595.000000 Penalty: 3629.529785
	Iteration 127Q: 3 clusters Score -8950595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -8950593.000000 Penalty: 3629.529785
	Iteration 128Q: 3 clusters Score -8950593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -8950593.000000 Penalty: 3629.529785
	Iteration 129Q: 3 clusters Score -8950593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -8950596.000000 Penalty: 3629.529785
	Iteration 130Q: 3 clusters Score -8950596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -8950596.000000 Penalty: 3629.529785
	Iteration 131Q: 3 clusters Score -8950596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8950594.000000 Penalty: 3629.529785
	Iteration 132Q: 3 clusters Score -8950594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -8950591.000000 Penalty: 3629.529785
	Iteration 133Q: 3 clusters Score -8950591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -8950590.000000 Penalty: 3629.529785
	Iteration 134Q: 3 clusters Score -8950590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8950596.000000 Penalty: 3629.529785
	Iteration 135Q: 3 clusters Score -8950596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8950591.000000 Penalty: 3629.529785
	Iteration 136Q: 3 clusters Score -8950591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8950587.000000 Penalty: 3629.529785
	Iteration 137Q: 3 clusters Score -8950587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -8950594.000000 Penalty: 3629.529785
	Iteration 138Q: 3 clusters Score -8950594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -8950598.000000 Penalty: 3629.529785
	Iteration 139Q: 3 clusters Score -8950598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8950600.000000 Penalty: 3629.529785
	Iteration 140F: 3 clusters Score -8950600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8950603.000000 Penalty: 3629.529785
	Iteration 141Q: 3 clusters Score -8950603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -8950609.000000 Penalty: 3629.529785
	Iteration 142Q: 3 clusters Score -8950609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8950614.000000 Penalty: 3629.529785
	Iteration 143Q: 3 clusters Score -8950614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -8950613.000000 Penalty: 3629.529785
	Iteration 144Q: 3 clusters Score -8950613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -8950616.000000 Penalty: 3629.529785
	Iteration 145Q: 3 clusters Score -8950616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -8950616.000000 Penalty: 3629.529785
	Iteration 146Q: 3 clusters Score -8950616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -8950614.000000 Penalty: 3629.529785
	Iteration 147Q: 3 clusters Score -8950614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -8950620.000000 Penalty: 3629.529785
	Iteration 148Q: 3 clusters Score -8950620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -8950616.000000 Penalty: 3629.529785
	Iteration 149Q: 3 clusters Score -8950616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8950621.000000 Penalty: 3629.529785
	Iteration 150Q: 3 clusters Score -8950621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8950623.000000 Penalty: 3629.529785
	Iteration 151Q: 3 clusters Score -8950623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -8950614.000000 Penalty: 3629.529785
	Iteration 152Q: 3 clusters Score -8950614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -8950611.000000 Penalty: 3629.529785
	Iteration 153Q: 3 clusters Score -8950611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -8950613.000000 Penalty: 3629.529785
	Iteration 154Q: 3 clusters Score -8950613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -8950613.000000 Penalty: 3629.529785
	Iteration 155Q: 3 clusters Score -8950613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -8950616.000000 Penalty: 3629.529785
	Iteration 156Q: 3 clusters Score -8950616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -8950612.000000 Penalty: 3629.529785
	Iteration 157Q: 3 clusters Score -8950612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8950607.000000 Penalty: 3629.529785
	Iteration 158Q: 3 clusters Score -8950607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -8950616.000000 Penalty: 3629.529785
	Iteration 159Q: 3 clusters Score -8950616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8950614.000000 Penalty: 3629.529785
	Iteration 160F: 3 clusters Score -8950614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -8950619.000000 Penalty: 3629.529785
	Iteration 161Q: 3 clusters Score -8950619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8950616.000000 Penalty: 3629.529785
	Iteration 162Q: 3 clusters Score -8950616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -8950616.000000 Penalty: 3629.529785
	Iteration 163Q: 3 clusters Score -8950616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -8950625.000000 Penalty: 3629.529785
	Iteration 164Q: 3 clusters Score -8950625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -8950625.000000 Penalty: 3629.529785
	Iteration 165F: 3 clusters Score -8950625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -264487.906250 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -264487.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -262347.906250 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -262347.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -262807.750000 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -262807.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -262909.062500 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -262909.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -262957.093750 Penalty: 2481.002441
	Iteration 3Q: 3 clusters Score -262957.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -262990.187500 Penalty: 2481.002441
	Iteration 4Q: 3 clusters Score -262990.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263014.000000 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -263014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -263027.250000 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -263027.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -263038.937500 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -263038.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263043.875000 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -263043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263048.781250 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -263048.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -263053.937500 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -263053.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263056.500000 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -263056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263059.843750 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -263059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -263063.937500 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -263063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -263068.312500 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -263068.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263069.343750 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -263069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -263070.812500 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -263070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263072.406250 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -263072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -263073.250000 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -263073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -263073.593750 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -263073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -263074.187500 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -263074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -263076.656250 Penalty: 2481.002441
	Iteration 21Q: 3 clusters Score -263076.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -263079.875000 Penalty: 2481.002441
	Iteration 22Q: 3 clusters Score -263079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -263081.906250 Penalty: 2481.002441
	Iteration 23Q: 3 clusters Score -263081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -263084.000000 Penalty: 2481.002441
	Iteration 24Q: 3 clusters Score -263084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -263086.750000 Penalty: 2481.002441
	Iteration 25Q: 3 clusters Score -263086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -263088.656250 Penalty: 2481.002441
	Iteration 26Q: 3 clusters Score -263088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -263090.562500 Penalty: 2481.002441
	Iteration 27Q: 3 clusters Score -263090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -263091.906250 Penalty: 2481.002441
	Iteration 28Q: 3 clusters Score -263091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -263093.218750 Penalty: 2481.002441
	Iteration 29Q: 3 clusters Score -263093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -263093.218750 Penalty: 2481.002441
	Iteration 30F: 3 clusters Score -263093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Entering Unmasked Estep 
Score: -6625972.500000 Penalty: 1766.197998
	Iteration 0F: 2 clusters Score -6625972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -6590910.500000 Penalty: 3532.395996
	Iteration 0F: 3 clusters Score -6590910 nChanged 24825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -6604926.000000 Penalty: 3532.395996
	Iteration 1F: 3 clusters Score -6604926 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6605375.000000 Penalty: 3532.395996
	Iteration 2Q: 3 clusters Score -6605375 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -6605849.000000 Penalty: 3532.395996
	Iteration 3Q: 3 clusters Score -6605849 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -6606465.000000 Penalty: 3532.395996
	Iteration 4Q: 3 clusters Score -6606465 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -6607280.500000 Penalty: 3532.395996
	Iteration 5Q: 3 clusters Score -6607280 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -6608685.000000 Penalty: 3532.395996
	Iteration 6Q: 3 clusters Score -6608685 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -6610968.000000 Penalty: 3532.395996
	Iteration 7F: 3 clusters Score -6610968 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -6613979.500000 Penalty: 3532.395996
	Iteration 8F: 3 clusters Score -6613980 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -6617338.500000 Penalty: 3532.395996
	Iteration 9F: 3 clusters Score -6617338 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -6620170.500000 Penalty: 3532.395996
	Iteration 10F: 3 clusters Score -6620170 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -6622066.000000 Penalty: 3532.395996
	Iteration 11Q: 3 clusters Score -6622066 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -6623134.000000 Penalty: 3532.395996
	Iteration 12Q: 3 clusters Score -6623134 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -6623692.500000 Penalty: 3532.395996
	Iteration 13Q: 3 clusters Score -6623692 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -6623996.000000 Penalty: 3532.395996
	Iteration 14Q: 3 clusters Score -6623996 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -6624153.000000 Penalty: 3532.395996
	Iteration 15Q: 3 clusters Score -6624153 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -6624250.500000 Penalty: 3532.395996
	Iteration 16Q: 3 clusters Score -6624250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -6624292.500000 Penalty: 3532.395996
	Iteration 17Q: 3 clusters Score -6624292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -6624330.000000 Penalty: 3532.395996
	Iteration 18Q: 3 clusters Score -6624330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -6624344.500000 Penalty: 3532.395996
	Iteration 19Q: 3 clusters Score -6624344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -6624362.000000 Penalty: 3532.395996
	Iteration 20F: 3 clusters Score -6624362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -6624368.500000 Penalty: 3532.395996
	Iteration 21Q: 3 clusters Score -6624368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6624386.000000 Penalty: 3532.395996
	Iteration 22Q: 3 clusters Score -6624386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -6624402.500000 Penalty: 3532.395996
	Iteration 23Q: 3 clusters Score -6624402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -6624410.500000 Penalty: 3532.395996
	Iteration 24Q: 3 clusters Score -6624410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -6624410.000000 Penalty: 3532.395996
	Iteration 25Q: 3 clusters Score -6624410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -6624417.500000 Penalty: 3532.395996
	Iteration 26Q: 3 clusters Score -6624418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -6624415.500000 Penalty: 3532.395996
	Iteration 27Q: 3 clusters Score -6624416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -6624418.000000 Penalty: 3532.395996
	Iteration 28Q: 3 clusters Score -6624418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -6624416.500000 Penalty: 3532.395996
	Iteration 29Q: 3 clusters Score -6624416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -6624416.500000 Penalty: 3532.395996
	Iteration 30F: 3 clusters Score -6624416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -368830.062500 Penalty: 1291.095093
	Iteration 0F: 2 clusters Score -368830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -366219.750000 Penalty: 2582.190186
	Iteration 0F: 3 clusters Score -366219.8 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -366835.812500 Penalty: 2582.190186
	Iteration 1F: 3 clusters Score -366835.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -366953.500000 Penalty: 2582.190186
	Iteration 2F: 3 clusters Score -366953.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -367027.468750 Penalty: 2582.190186
	Iteration 3Q: 3 clusters Score -367027.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -367086.500000 Penalty: 2582.190186
	Iteration 4Q: 3 clusters Score -367086.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -367131.656250 Penalty: 2582.190186
	Iteration 5Q: 3 clusters Score -367131.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367159.625000 Penalty: 2582.190186
	Iteration 6Q: 3 clusters Score -367159.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -367183.875000 Penalty: 2582.190186
	Iteration 7Q: 3 clusters Score -367183.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -367210.312500 Penalty: 2582.190186
	Iteration 8Q: 3 clusters Score -367210.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -367227.406250 Penalty: 2582.190186
	Iteration 9Q: 3 clusters Score -367227.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -367244.625000 Penalty: 2582.190186
	Iteration 10Q: 3 clusters Score -367244.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -367264.468750 Penalty: 2582.190186
	Iteration 11Q: 3 clusters Score -367264.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -367283.593750 Penalty: 2582.190186
	Iteration 12Q: 3 clusters Score -367283.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -367306.218750 Penalty: 2582.190186
	Iteration 13Q: 3 clusters Score -367306.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -367322.656250 Penalty: 2582.190186
	Iteration 14Q: 3 clusters Score -367322.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -367333.125000 Penalty: 2582.190186
	Iteration 15Q: 3 clusters Score -367333.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -367344.812500 Penalty: 2582.190186
	Iteration 16Q: 3 clusters Score -367344.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -367356.468750 Penalty: 2582.190186
	Iteration 17Q: 3 clusters Score -367356.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -367369.406250 Penalty: 2582.190186
	Iteration 18Q: 3 clusters Score -367369.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -367385.687500 Penalty: 2582.190186
	Iteration 19Q: 3 clusters Score -367385.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -367406.656250 Penalty: 2582.190186
	Iteration 20F: 3 clusters Score -367406.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -367432.625000 Penalty: 2582.190186
	Iteration 21Q: 3 clusters Score -367432.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -367458.781250 Penalty: 2582.190186
	Iteration 22Q: 3 clusters Score -367458.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -367481.843750 Penalty: 2582.190186
	Iteration 23Q: 3 clusters Score -367481.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -367501.625000 Penalty: 2582.190186
	Iteration 24Q: 3 clusters Score -367501.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -367521.343750 Penalty: 2582.190186
	Iteration 25Q: 3 clusters Score -367521.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -367536.312500 Penalty: 2582.190186
	Iteration 26Q: 3 clusters Score -367536.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -367552.375000 Penalty: 2582.190186
	Iteration 27Q: 3 clusters Score -367552.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -367565.625000 Penalty: 2582.190186
	Iteration 28Q: 3 clusters Score -367565.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -367573.406250 Penalty: 2582.190186
	Iteration 29Q: 3 clusters Score -367573.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -367580.187500 Penalty: 2582.190186
	Iteration 30Q: 3 clusters Score -367580.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -367588.125000 Penalty: 2582.190186
	Iteration 31Q: 3 clusters Score -367588.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -367594.906250 Penalty: 2582.190186
	Iteration 32Q: 3 clusters Score -367594.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -367601.812500 Penalty: 2582.190186
	Iteration 33Q: 3 clusters Score -367601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -367609.250000 Penalty: 2582.190186
	Iteration 34Q: 3 clusters Score -367609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -367617.937500 Penalty: 2582.190186
	Iteration 35Q: 3 clusters Score -367617.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -367625.968750 Penalty: 2582.190186
	Iteration 36Q: 3 clusters Score -367626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -367633.437500 Penalty: 2582.190186
	Iteration 37Q: 3 clusters Score -367633.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -367640.593750 Penalty: 2582.190186
	Iteration 38Q: 3 clusters Score -367640.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -367646.593750 Penalty: 2582.190186
	Iteration 39Q: 3 clusters Score -367646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -367653.281250 Penalty: 2582.190186
	Iteration 40F: 3 clusters Score -367653.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -367661.187500 Penalty: 2582.190186
	Iteration 41Q: 3 clusters Score -367661.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -367666.937500 Penalty: 2582.190186
	Iteration 42Q: 3 clusters Score -367666.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -367671.625000 Penalty: 2582.190186
	Iteration 43Q: 3 clusters Score -367671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -367672.937500 Penalty: 2582.190186
	Iteration 44Q: 3 clusters Score -367672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -367673.687500 Penalty: 2582.190186
	Iteration 45Q: 3 clusters Score -367673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -367674.031250 Penalty: 2582.190186
	Iteration 46Q: 3 clusters Score -367674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -367673.875000 Penalty: 2582.190186
	Iteration 47Q: 3 clusters Score -367673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -367673.875000 Penalty: 2582.190186
	Iteration 48F: 3 clusters Score -367673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 3 contains 25569 members 
Mstep: Class 4 contains 96825 members 
Mstep: Class 7 contains 21519 members 
Mstep: Class 10 contains 82884 members 
Mstep: Class 11 contains 30493 members 
Mstep: Class 12 contains 46068 members 
Mstep: Class 13 contains 387 members 
Mstep: Class 14 contains 7743 members 
Mstep: Class 15 contains 68776 members 
Mstep: Class 18 contains 70812 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 22 contains 52518 members 
Mstep: Class 23 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65734396.000000 Penalty: 34249.644531
Iteration 39Q: 17 clusters Score -6.57344e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6509 members 
Mstep: Class 3 contains 25975 members 
Mstep: Class 4 contains 96925 members 
Mstep: Class 5 contains 126 members 
Mstep: Class 7 contains 22139 members 
Mstep: Class 10 contains 82410 members 
Mstep: Class 11 contains 30358 members 
Mstep: Class 12 contains 46742 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 68477 members 
Mstep: Class 18 contains 71470 members 
Mstep: Class 20 contains 2056 members 
Mstep: Class 22 contains 52243 members 
Mstep: Class 23 contains 2809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65737980.000000 Penalty: 34249.644531
Iteration 40F: 17 clusters Score -6.573798e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 7014 members 
Mstep: Class 3 contains 26515 members 
Mstep: Class 4 contains 97863 members 
Mstep: Class 5 contains 144 members 
Mstep: Class 7 contains 22791 members 
Mstep: Class 10 contains 81461 members 
Mstep: Class 11 contains 30155 members 
Mstep: Class 12 contains 47291 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 7402 members 
Mstep: Class 15 contains 67863 members 
Mstep: Class 18 contains 71840 members 
Mstep: Class 20 contains 2048 members 
Mstep: Class 22 contains 51112 members 
Mstep: Class 23 contains 2813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65740332.000000 Penalty: 34249.644531
Iteration 41Q: 17 clusters Score -6.574033e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7407 members 
Mstep: Class 3 contains 27222 members 
Mstep: Class 4 contains 98513 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 10 contains 80646 members 
Mstep: Class 11 contains 29961 members 
Mstep: Class 12 contains 47782 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 67191 members 
Mstep: Class 18 contains 72116 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 22 contains 50064 members 
Mstep: Class 23 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65741756.000000 Penalty: 34249.644531
Iteration 42Q: 17 clusters Score -6.574176e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7790 members 
Mstep: Class 3 contains 28084 members 
Mstep: Class 4 contains 98946 members 
Mstep: Class 5 contains 147 members 
Mstep: Class 7 contains 24725 members 
Mstep: Class 10 contains 79784 members 
Mstep: Class 11 contains 29784 members 
Mstep: Class 12 contains 48178 members 
Mstep: Class 13 contains 648 members 
Mstep: Class 14 contains 7222 members 
Mstep: Class 15 contains 66535 members 
Mstep: Class 18 contains 72379 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 22 contains 49019 members 
Mstep: Class 23 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65742844.000000 Penalty: 34249.644531
Iteration 43Q: 17 clusters Score -6.574284e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8173 members 
Mstep: Class 3 contains 29068 members 
Mstep: Class 4 contains 99267 members 
Mstep: Class 5 contains 148 members 
Mstep: Class 7 contains 25869 members 
Mstep: Class 10 contains 78885 members 
Mstep: Class 11 contains 29642 members 
Mstep: Class 12 contains 48520 members 
Mstep: Class 13 contains 680 members 
Mstep: Class 14 contains 7150 members 
Mstep: Class 15 contains 65755 members 
Mstep: Class 18 contains 72635 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 22 contains 48023 members 
Mstep: Class 23 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744504.000000 Penalty: 34249.644531
Iteration 44Q: 17 clusters Score -6.57445e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8512 members 
Mstep: Class 3 contains 30138 members 
Mstep: Class 4 contains 99480 members 
Mstep: Class 5 contains 149 members 
Mstep: Class 7 contains 27138 members 
Mstep: Class 10 contains 77970 members 
Mstep: Class 11 contains 29529 members 
Mstep: Class 12 contains 48825 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 7094 members 
Mstep: Class 15 contains 64891 members 
Mstep: Class 18 contains 72877 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65745492.000000 Penalty: 34249.644531
Iteration 45Q: 17 clusters Score -6.574549e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8836 members 
Mstep: Class 3 contains 31332 members 
Mstep: Class 4 contains 99607 members 
Mstep: Class 5 contains 150 members 
Mstep: Class 7 contains 28504 members 
Mstep: Class 10 contains 76949 members 
Mstep: Class 11 contains 29445 members 
Mstep: Class 12 contains 49072 members 
Mstep: Class 13 contains 708 members 
Mstep: Class 14 contains 7037 members 
Mstep: Class 15 contains 63896 members 
Mstep: Class 18 contains 73091 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 22 contains 46292 members 
Mstep: Class 23 contains 3139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65747036.000000 Penalty: 34249.644531
Iteration 46Q: 17 clusters Score -6.574704e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 32659 members 
Mstep: Class 4 contains 99710 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 7 contains 30001 members 
Mstep: Class 10 contains 75819 members 
Mstep: Class 11 contains 29357 members 
Mstep: Class 12 contains 49287 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 6976 members 
Mstep: Class 15 contains 62759 members 
Mstep: Class 18 contains 73245 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 22 contains 45584 members 
Mstep: Class 23 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65748576.000000 Penalty: 34249.644531
Iteration 47Q: 17 clusters Score -6.574858e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9442 members 
Mstep: Class 3 contains 33999 members 
Mstep: Class 4 contains 99881 members 
Mstep: Class 5 contains 149 members 
Mstep: Class 7 contains 31465 members 
Mstep: Class 10 contains 74713 members 
Mstep: Class 11 contains 29273 members 
Mstep: Class 12 contains 49431 members 
Mstep: Class 13 contains 746 members 
Mstep: Class 14 contains 6927 members 
Mstep: Class 15 contains 61562 members 
Mstep: Class 18 contains 73394 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 22 contains 44892 members 
Mstep: Class 23 contains 3472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65750260.000000 Penalty: 34249.644531
Iteration 48Q: 17 clusters Score -6.575026e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 9760 members 
Mstep: Class 3 contains 35401 members 
Mstep: Class 4 contains 100025 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 7 contains 33052 members 
Mstep: Class 10 contains 73482 members 
Mstep: Class 11 contains 29196 members 
Mstep: Class 12 contains 49470 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 6890 members 
Mstep: Class 15 contains 60354 members 
Mstep: Class 18 contains 73486 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 22 contains 44213 members 
Mstep: Class 23 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65751740.000000 Penalty: 34249.644531
Iteration 49Q: 17 clusters Score -6.575174e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10043 members 
Mstep: Class 3 contains 36766 members 
Mstep: Class 4 contains 100108 members 
Mstep: Class 5 contains 152 members 
Mstep: Class 7 contains 34686 members 
Mstep: Class 10 contains 72235 members 
Mstep: Class 11 contains 29117 members 
Mstep: Class 12 contains 49382 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 59196 members 
Mstep: Class 18 contains 73590 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 22 contains 43577 members 
Mstep: Class 23 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65753384.000000 Penalty: 34249.644531
Iteration 50Q: 17 clusters Score -6.575338e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10303 members 
Mstep: Class 3 contains 38080 members 
Mstep: Class 4 contains 100032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 7 contains 36257 members 
Mstep: Class 10 contains 71167 members 
Mstep: Class 11 contains 29065 members 
Mstep: Class 12 contains 49179 members 
Mstep: Class 13 contains 787 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 58215 members 
Mstep: Class 18 contains 73630 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 22 contains 42982 members 
Mstep: Class 23 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65755008.000000 Penalty: 34249.644531
Iteration 51Q: 17 clusters Score -6.575501e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 39380 members 
Mstep: Class 4 contains 99991 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 7 contains 37725 members 
Mstep: Class 10 contains 70277 members 
Mstep: Class 11 contains 29038 members 
Mstep: Class 12 contains 48856 members 
Mstep: Class 13 contains 802 members 
Mstep: Class 14 contains 6766 members 
Mstep: Class 15 contains 57272 members 
Mstep: Class 18 contains 73591 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 22 contains 42395 members 
Mstep: Class 23 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65756100.000000 Penalty: 34249.644531
Iteration 52Q: 17 clusters Score -6.57561e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10796 members 
Mstep: Class 3 contains 40643 members 
Mstep: Class 4 contains 100016 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 7 contains 39152 members 
Mstep: Class 10 contains 69548 members 
Mstep: Class 11 contains 29049 members 
Mstep: Class 12 contains 48513 members 
Mstep: Class 13 contains 812 members 
Mstep: Class 14 contains 6737 members 
Mstep: Class 15 contains 56319 members 
Mstep: Class 18 contains 73465 members 
Mstep: Class 20 contains 1910 members 
Mstep: Class 22 contains 41693 members 
Mstep: Class 23 contains 4765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65757644.000000 Penalty: 34249.644531
Iteration 53Q: 17 clusters Score -6.575764e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11008 members 
Mstep: Class 3 contains 41847 members 
Mstep: Class 4 contains 100113 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 7 contains 40401 members 
Mstep: Class 10 contains 69026 members 
Mstep: Class 11 contains 29093 members 
Mstep: Class 12 contains 48143 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 14 contains 6716 members 
Mstep: Class 15 contains 55359 members 
Mstep: Class 18 contains 73284 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 22 contains 40888 members 
Mstep: Class 23 contains 5057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65758516.000000 Penalty: 34249.644531
Iteration 54Q: 17 clusters Score -6.575852e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11218 members 
Mstep: Class 3 contains 43079 members 
Mstep: Class 4 contains 100231 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 7 contains 41558 members 
Mstep: Class 10 contains 68602 members 
Mstep: Class 11 contains 29158 members 
Mstep: Class 12 contains 47709 members 
Mstep: Class 13 contains 840 members 
Mstep: Class 14 contains 6701 members 
Mstep: Class 15 contains 54370 members 
Mstep: Class 18 contains 73128 members 
Mstep: Class 20 contains 1888 members 
Mstep: Class 22 contains 40051 members 
Mstep: Class 23 contains 5380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1926.545898 but Gain 2140.603516
Score: -65759912.000000 Penalty: 32109.041016
Iteration 55Q: 16 clusters Score -6.575991e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 45167 members 
Mstep: Class 4 contains 100402 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 7 contains 42885 members 
Mstep: Class 10 contains 68257 members 
Mstep: Class 11 contains 29298 members 
Mstep: Class 12 contains 47286 members 
Mstep: Class 13 contains 845 members 
Mstep: Class 14 contains 6679 members 
Mstep: Class 15 contains 53516 members 
Mstep: Class 18 contains 72983 members 
Mstep: Class 20 contains 1877 members 
Mstep: Class 22 contains 39421 members 
Mstep: Class 23 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65763264.000000 Penalty: 32109.041016
Iteration 56Q: 16 clusters Score -6.576326e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11548 members 
Mstep: Class 3 contains 46552 members 
Mstep: Class 4 contains 100524 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 7 contains 43893 members 
Mstep: Class 10 contains 67823 members 
Mstep: Class 11 contains 29498 members 
Mstep: Class 12 contains 46705 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 6658 members 
Mstep: Class 15 contains 52413 members 
Mstep: Class 18 contains 72765 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 22 contains 38594 members 
Mstep: Class 23 contains 6069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65764716.000000 Penalty: 32109.041016
Iteration 57Q: 16 clusters Score -6.576472e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11685 members 
Mstep: Class 3 contains 47854 members 
Mstep: Class 4 contains 100654 members 
Mstep: Class 5 contains 155 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 10 contains 67488 members 
Mstep: Class 11 contains 29752 members 
Mstep: Class 12 contains 46028 members 
Mstep: Class 13 contains 861 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 51381 members 
Mstep: Class 18 contains 72532 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 22 contains 37850 members 
Mstep: Class 23 contains 6373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65765596.000000 Penalty: 32109.041016
Iteration 58Q: 16 clusters Score -6.57656e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 49047 members 
Mstep: Class 4 contains 100814 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 7 contains 45649 members 
Mstep: Class 10 contains 67180 members 
Mstep: Class 11 contains 30050 members 
Mstep: Class 12 contains 45390 members 
Mstep: Class 13 contains 866 members 
Mstep: Class 14 contains 6640 members 
Mstep: Class 15 contains 50392 members 
Mstep: Class 18 contains 72360 members 
Mstep: Class 20 contains 1824 members 
Mstep: Class 22 contains 37068 members 
Mstep: Class 23 contains 6676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65766544.000000 Penalty: 32109.041016
Iteration 59Q: 16 clusters Score -6.576654e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 50149 members 
Mstep: Class 4 contains 100949 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 7 contains 46471 members 
Mstep: Class 10 contains 66922 members 
Mstep: Class 11 contains 30320 members 
Mstep: Class 12 contains 44751 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 6632 members 
Mstep: Class 15 contains 49418 members 
Mstep: Class 18 contains 72193 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 22 contains 36420 members 
Mstep: Class 23 contains 6949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65768664.000000 Penalty: 32109.041016
Iteration 60F: 16 clusters Score -6.576866e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 12093 members 
Mstep: Class 3 contains 51315 members 
Mstep: Class 4 contains 100774 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 7 contains 47570 members 
Mstep: Class 10 contains 66176 members 
Mstep: Class 11 contains 30552 members 
Mstep: Class 12 contains 44168 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 6626 members 
Mstep: Class 15 contains 48415 members 
Mstep: Class 18 contains 71966 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 22 contains 35830 members 
Mstep: Class 23 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65770276.000000 Penalty: 32109.041016
Iteration 61Q: 16 clusters Score -6.577028e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12233 members 
Mstep: Class 3 contains 52437 members 
Mstep: Class 4 contains 100491 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 7 contains 48715 members 
Mstep: Class 10 contains 65357 members 
Mstep: Class 11 contains 30744 members 
Mstep: Class 12 contains 43619 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 6610 members 
Mstep: Class 15 contains 47449 members 
Mstep: Class 18 contains 71876 members 
Mstep: Class 20 contains 1756 members 
Mstep: Class 22 contains 35293 members 
Mstep: Class 23 contains 8268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65771540.000000 Penalty: 32109.041016
Iteration 62Q: 16 clusters Score -6.577154e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12354 members 
Mstep: Class 3 contains 53558 members 
Mstep: Class 4 contains 100126 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 49794 members 
Mstep: Class 10 contains 64455 members 
Mstep: Class 11 contains 30878 members 
Mstep: Class 12 contains 43056 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 6601 members 
Mstep: Class 15 contains 46494 members 
Mstep: Class 18 contains 71863 members 
Mstep: Class 20 contains 1741 members 
Mstep: Class 22 contains 34914 members 
Mstep: Class 23 contains 9003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65772752.000000 Penalty: 32109.041016
Iteration 63Q: 16 clusters Score -6.577275e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12463 members 
Mstep: Class 3 contains 54663 members 
Mstep: Class 4 contains 99796 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 50897 members 
Mstep: Class 10 contains 63394 members 
Mstep: Class 11 contains 30967 members 
Mstep: Class 12 contains 42572 members 
Mstep: Class 13 contains 922 members 
Mstep: Class 14 contains 6594 members 
Mstep: Class 15 contains 45551 members 
Mstep: Class 18 contains 71873 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 22 contains 34591 members 
Mstep: Class 23 contains 9751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65773924.000000 Penalty: 32109.041016
Iteration 64Q: 16 clusters Score -6.577392e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12547 members 
Mstep: Class 3 contains 55754 members 
Mstep: Class 4 contains 99427 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 52152 members 
Mstep: Class 10 contains 62110 members 
Mstep: Class 11 contains 31025 members 
Mstep: Class 12 contains 42093 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 6595 members 
Mstep: Class 15 contains 44628 members 
Mstep: Class 18 contains 71904 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 22 contains 34361 members 
Mstep: Class 23 contains 10544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775108.000000 Penalty: 32109.041016
Iteration 65Q: 16 clusters Score -6.577511e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12615 members 
Mstep: Class 3 contains 56879 members 
Mstep: Class 4 contains 98946 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 53470 members 
Mstep: Class 10 contains 60756 members 
Mstep: Class 11 contains 31089 members 
Mstep: Class 12 contains 41648 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 43754 members 
Mstep: Class 18 contains 71932 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 22 contains 34166 members 
Mstep: Class 23 contains 11321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775720.000000 Penalty: 32109.041016
Iteration 66Q: 16 clusters Score -6.577572e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12681 members 
Mstep: Class 3 contains 58032 members 
Mstep: Class 4 contains 98403 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 54831 members 
Mstep: Class 10 contains 59292 members 
Mstep: Class 11 contains 31136 members 
Mstep: Class 12 contains 41159 members 
Mstep: Class 13 contains 937 members 
Mstep: Class 14 contains 6572 members 
Mstep: Class 15 contains 42919 members 
Mstep: Class 18 contains 71963 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 22 contains 34016 members 
Mstep: Class 23 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65777168.000000 Penalty: 32109.041016
Iteration 67Q: 16 clusters Score -6.577717e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12733 members 
Mstep: Class 3 contains 59038 members 
Mstep: Class 4 contains 97860 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 56204 members 
Mstep: Class 10 contains 57742 members 
Mstep: Class 11 contains 31166 members 
Mstep: Class 12 contains 40679 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 42276 members 
Mstep: Class 18 contains 71976 members 
Mstep: Class 20 contains 1609 members 
Mstep: Class 22 contains 33953 members 
Mstep: Class 23 contains 13007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65778640.000000 Penalty: 32109.041016
Iteration 68Q: 16 clusters Score -6.577864e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12787 members 
Mstep: Class 3 contains 59961 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 57548 members 
Mstep: Class 10 contains 56163 members 
Mstep: Class 11 contains 31179 members 
Mstep: Class 12 contains 40214 members 
Mstep: Class 13 contains 952 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 41750 members 
Mstep: Class 18 contains 71998 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 22 contains 33948 members 
Mstep: Class 23 contains 13840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65780020.000000 Penalty: 32109.041016
Iteration 69Q: 16 clusters Score -6.578002e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12835 members 
Mstep: Class 3 contains 60891 members 
Mstep: Class 4 contains 96706 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 58880 members 
Mstep: Class 10 contains 54604 members 
Mstep: Class 11 contains 31153 members 
Mstep: Class 12 contains 39732 members 
Mstep: Class 13 contains 957 members 
Mstep: Class 14 contains 6549 members 
Mstep: Class 15 contains 41325 members 
Mstep: Class 18 contains 72020 members 
Mstep: Class 20 contains 1543 members 
Mstep: Class 22 contains 33929 members 
Mstep: Class 23 contains 14626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65781044.000000 Penalty: 32109.041016
Iteration 70Q: 16 clusters Score -6.578104e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12857 members 
Mstep: Class 3 contains 61687 members 
Mstep: Class 4 contains 96030 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 60194 members 
Mstep: Class 10 contains 53043 members 
Mstep: Class 11 contains 31128 members 
Mstep: Class 12 contains 39263 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 6535 members 
Mstep: Class 15 contains 41087 members 
Mstep: Class 18 contains 72097 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 22 contains 33945 members 
Mstep: Class 23 contains 15404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65782388.000000 Penalty: 32109.041016
Iteration 71Q: 16 clusters Score -6.578239e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12853 members 
Mstep: Class 3 contains 62321 members 
Mstep: Class 4 contains 95274 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 61500 members 
Mstep: Class 10 contains 51440 members 
Mstep: Class 11 contains 31095 members 
Mstep: Class 12 contains 38827 members 
Mstep: Class 13 contains 967 members 
Mstep: Class 14 contains 6524 members 
Mstep: Class 15 contains 41138 members 
Mstep: Class 18 contains 72176 members 
Mstep: Class 20 contains 1499 members 
Mstep: Class 22 contains 33952 members 
Mstep: Class 23 contains 16184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783076.000000 Penalty: 32109.041016
Iteration 72Q: 16 clusters Score -6.578308e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12857 members 
Mstep: Class 3 contains 62875 members 
Mstep: Class 4 contains 94564 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 62764 members 
Mstep: Class 10 contains 49868 members 
Mstep: Class 11 contains 31056 members 
Mstep: Class 12 contains 38383 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 6520 members 
Mstep: Class 15 contains 41264 members 
Mstep: Class 18 contains 72261 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 22 contains 33996 members 
Mstep: Class 23 contains 16884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784384.000000 Penalty: 32109.041016
Iteration 73Q: 16 clusters Score -6.578438e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12842 members 
Mstep: Class 3 contains 63246 members 
Mstep: Class 4 contains 93976 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 63987 members 
Mstep: Class 10 contains 48334 members 
Mstep: Class 11 contains 31024 members 
Mstep: Class 12 contains 37999 members 
Mstep: Class 13 contains 974 members 
Mstep: Class 14 contains 6512 members 
Mstep: Class 15 contains 41460 members 
Mstep: Class 18 contains 72281 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 22 contains 34094 members 
Mstep: Class 23 contains 17541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785360.000000 Penalty: 32109.041016
Iteration 74Q: 16 clusters Score -6.578536e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 63500 members 
Mstep: Class 4 contains 93470 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 65267 members 
Mstep: Class 10 contains 46834 members 
Mstep: Class 11 contains 30979 members 
Mstep: Class 12 contains 37590 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 14 contains 6505 members 
Mstep: Class 15 contains 41764 members 
Mstep: Class 18 contains 72265 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 22 contains 34204 members 
Mstep: Class 23 contains 18102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786324.000000 Penalty: 32109.041016
Iteration 75Q: 16 clusters Score -6.578632e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12787 members 
Mstep: Class 3 contains 63660 members 
Mstep: Class 4 contains 92933 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 66500 members 
Mstep: Class 10 contains 45394 members 
Mstep: Class 11 contains 30941 members 
Mstep: Class 12 contains 37196 members 
Mstep: Class 13 contains 979 members 
Mstep: Class 14 contains 6496 members 
Mstep: Class 15 contains 42144 members 
Mstep: Class 18 contains 72275 members 
Mstep: Class 20 contains 1451 members 
Mstep: Class 22 contains 34327 members 
Mstep: Class 23 contains 18667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787324.000000 Penalty: 32109.041016
Iteration 76Q: 16 clusters Score -6.578732e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12770 members 
Mstep: Class 3 contains 63772 members 
Mstep: Class 4 contains 92523 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 67768 members 
Mstep: Class 10 contains 43978 members 
Mstep: Class 11 contains 30895 members 
Mstep: Class 12 contains 36768 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 6490 members 
Mstep: Class 15 contains 42549 members 
Mstep: Class 18 contains 72240 members 
Mstep: Class 20 contains 1448 members 
Mstep: Class 22 contains 34450 members 
Mstep: Class 23 contains 19117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788196.000000 Penalty: 32109.041016
Iteration 77Q: 16 clusters Score -6.57882e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12750 members 
Mstep: Class 3 contains 63845 members 
Mstep: Class 4 contains 92097 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 69065 members 
Mstep: Class 10 contains 42574 members 
Mstep: Class 11 contains 30855 members 
Mstep: Class 12 contains 36350 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 43051 members 
Mstep: Class 18 contains 72180 members 
Mstep: Class 20 contains 1439 members 
Mstep: Class 22 contains 34625 members 
Mstep: Class 23 contains 19453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789492.000000 Penalty: 32109.041016
Iteration 78Q: 16 clusters Score -6.578949e+07 nChanged 4366
Entering ConstructFrom: 
Score: -65789492.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 2 (12700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Entering Unmasked Estep 
Score: -1623574.000000 Penalty: 1535.520508
	Iteration 0F: 2 clusters Score -1623574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1614593.375000 Penalty: 3071.041016
	Iteration 0F: 3 clusters Score -1614593 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1617593.000000 Penalty: 3071.041016
	Iteration 1F: 3 clusters Score -1617593 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1617858.375000 Penalty: 3071.041016
	Iteration 2F: 3 clusters Score -1617858 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1618085.125000 Penalty: 3071.041016
	Iteration 3Q: 3 clusters Score -1618085 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1618280.500000 Penalty: 3071.041016
	Iteration 4Q: 3 clusters Score -1618280 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1618444.625000 Penalty: 3071.041016
	Iteration 5Q: 3 clusters Score -1618445 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1618608.625000 Penalty: 3071.041016
	Iteration 6Q: 3 clusters Score -1618609 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1618795.000000 Penalty: 3071.041016
	Iteration 7Q: 3 clusters Score -1618795 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1619024.250000 Penalty: 3071.041016
	Iteration 8Q: 3 clusters Score -1619024 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1619346.125000 Penalty: 3071.041016
	Iteration 9Q: 3 clusters Score -1619346 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1619733.750000 Penalty: 3071.041016
	Iteration 10Q: 3 clusters Score -1619734 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1620185.125000 Penalty: 3071.041016
	Iteration 11Q: 3 clusters Score -1620185 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1620595.375000 Penalty: 3071.041016
	Iteration 12Q: 3 clusters Score -1620595 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1620864.000000 Penalty: 3071.041016
	Iteration 13Q: 3 clusters Score -1620864 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1621015.750000 Penalty: 3071.041016
	Iteration 14Q: 3 clusters Score -1621016 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1621094.750000 Penalty: 3071.041016
	Iteration 15Q: 3 clusters Score -1621095 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1621138.500000 Penalty: 3071.041016
	Iteration 16Q: 3 clusters Score -1621138 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1621175.000000 Penalty: 3071.041016
	Iteration 17Q: 3 clusters Score -1621175 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1621204.875000 Penalty: 3071.041016
	Iteration 18Q: 3 clusters Score -1621205 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1621221.625000 Penalty: 3071.041016
	Iteration 19Q: 3 clusters Score -1621222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1621247.750000 Penalty: 3071.041016
	Iteration 20F: 3 clusters Score -1621248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1621268.375000 Penalty: 3071.041016
	Iteration 21Q: 3 clusters Score -1621268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1621284.625000 Penalty: 3071.041016
	Iteration 22Q: 3 clusters Score -1621285 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1621312.000000 Penalty: 3071.041016
	Iteration 23Q: 3 clusters Score -1621312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1621324.625000 Penalty: 3071.041016
	Iteration 24Q: 3 clusters Score -1621325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1621325.375000 Penalty: 3071.041016
	Iteration 25Q: 3 clusters Score -1621325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1621334.375000 Penalty: 3071.041016
	Iteration 26Q: 3 clusters Score -1621334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1621337.625000 Penalty: 3071.041016
	Iteration 27Q: 3 clusters Score -1621338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1621343.625000 Penalty: 3071.041016
	Iteration 28Q: 3 clusters Score -1621344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1621355.875000 Penalty: 3071.041016
	Iteration 29Q: 3 clusters Score -1621356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1621361.750000 Penalty: 3071.041016
	Iteration 30Q: 3 clusters Score -1621362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1621374.125000 Penalty: 3071.041016
	Iteration 31Q: 3 clusters Score -1621374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1621384.500000 Penalty: 3071.041016
	Iteration 32Q: 3 clusters Score -1621384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1621394.250000 Penalty: 3071.041016
	Iteration 33Q: 3 clusters Score -1621394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1621403.500000 Penalty: 3071.041016
	Iteration 34Q: 3 clusters Score -1621404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1621418.500000 Penalty: 3071.041016
	Iteration 35Q: 3 clusters Score -1621418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1621429.625000 Penalty: 3071.041016
	Iteration 36Q: 3 clusters Score -1621430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1621446.000000 Penalty: 3071.041016
	Iteration 37Q: 3 clusters Score -1621446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1621459.750000 Penalty: 3071.041016
	Iteration 38Q: 3 clusters Score -1621460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1621478.000000 Penalty: 3071.041016
	Iteration 39Q: 3 clusters Score -1621478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1621495.250000 Penalty: 3071.041016
	Iteration 40F: 3 clusters Score -1621495 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1621510.875000 Penalty: 3071.041016
	Iteration 41Q: 3 clusters Score -1621511 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1621525.500000 Penalty: 3071.041016
	Iteration 42Q: 3 clusters Score -1621526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1621546.500000 Penalty: 3071.041016
	Iteration 43Q: 3 clusters Score -1621546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1621561.625000 Penalty: 3071.041016
	Iteration 44Q: 3 clusters Score -1621562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1621583.625000 Penalty: 3071.041016
	Iteration 45Q: 3 clusters Score -1621584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1621607.250000 Penalty: 3071.041016
	Iteration 46Q: 3 clusters Score -1621607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1621632.625000 Penalty: 3071.041016
	Iteration 47Q: 3 clusters Score -1621633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1621657.250000 Penalty: 3071.041016
	Iteration 48Q: 3 clusters Score -1621657 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1621683.875000 Penalty: 3071.041016
	Iteration 49Q: 3 clusters Score -1621684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1621720.000000 Penalty: 3071.041016
	Iteration 50Q: 3 clusters Score -1621720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1621753.750000 Penalty: 3071.041016
	Iteration 51Q: 3 clusters Score -1621754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1621781.500000 Penalty: 3071.041016
	Iteration 52Q: 3 clusters Score -1621782 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1621817.250000 Penalty: 3071.041016
	Iteration 53Q: 3 clusters Score -1621817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1621843.500000 Penalty: 3071.041016
	Iteration 54Q: 3 clusters Score -1621844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1621884.250000 Penalty: 3071.041016
	Iteration 55Q: 3 clusters Score -1621884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1621916.125000 Penalty: 3071.041016
	Iteration 56Q: 3 clusters Score -1621916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1621933.125000 Penalty: 3071.041016
	Iteration 57Q: 3 clusters Score -1621933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1621942.125000 Penalty: 3071.041016
	Iteration 58Q: 3 clusters Score -1621942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1621955.500000 Penalty: 3071.041016
	Iteration 59Q: 3 clusters Score -1621956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1621967.250000 Penalty: 3071.041016
	Iteration 60F: 3 clusters Score -1621967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1621981.625000 Penalty: 3071.041016
	Iteration 61Q: 3 clusters Score -1621982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1621986.250000 Penalty: 3071.041016
	Iteration 62Q: 3 clusters Score -1621986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1621996.750000 Penalty: 3071.041016
	Iteration 63Q: 3 clusters Score -1621997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1621999.875000 Penalty: 3071.041016
	Iteration 64Q: 3 clusters Score -1622000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1622007.250000 Penalty: 3071.041016
	Iteration 65Q: 3 clusters Score -1622007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1622016.375000 Penalty: 3071.041016
	Iteration 66Q: 3 clusters Score -1622016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1622023.250000 Penalty: 3071.041016
	Iteration 67Q: 3 clusters Score -1622023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1622029.500000 Penalty: 3071.041016
	Iteration 68Q: 3 clusters Score -1622030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1622037.625000 Penalty: 3071.041016
	Iteration 69Q: 3 clusters Score -1622038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1622049.875000 Penalty: 3071.041016
	Iteration 70Q: 3 clusters Score -1622050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1622053.500000 Penalty: 3071.041016
	Iteration 71Q: 3 clusters Score -1622054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1622063.125000 Penalty: 3071.041016
	Iteration 72Q: 3 clusters Score -1622063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1622072.625000 Penalty: 3071.041016
	Iteration 73Q: 3 clusters Score -1622073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1622080.750000 Penalty: 3071.041016
	Iteration 74Q: 3 clusters Score -1622081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1622090.625000 Penalty: 3071.041016
	Iteration 75Q: 3 clusters Score -1622091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1622099.875000 Penalty: 3071.041016
	Iteration 76Q: 3 clusters Score -1622100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1622114.250000 Penalty: 3071.041016
	Iteration 77Q: 3 clusters Score -1622114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1622135.000000 Penalty: 3071.041016
	Iteration 78Q: 3 clusters Score -1622135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1622147.000000 Penalty: 3071.041016
	Iteration 79Q: 3 clusters Score -1622147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1622158.000000 Penalty: 3071.041016
	Iteration 80F: 3 clusters Score -1622158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1622171.750000 Penalty: 3071.041016
	Iteration 81Q: 3 clusters Score -1622172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1622175.625000 Penalty: 3071.041016
	Iteration 82Q: 3 clusters Score -1622176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1622183.500000 Penalty: 3071.041016
	Iteration 83Q: 3 clusters Score -1622184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1622186.250000 Penalty: 3071.041016
	Iteration 84Q: 3 clusters Score -1622186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1622185.375000 Penalty: 3071.041016
	Iteration 85Q: 3 clusters Score -1622185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1622190.250000 Penalty: 3071.041016
	Iteration 86Q: 3 clusters Score -1622190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1622191.500000 Penalty: 3071.041016
	Iteration 87Q: 3 clusters Score -1622192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1622192.500000 Penalty: 3071.041016
	Iteration 88Q: 3 clusters Score -1622192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1622201.750000 Penalty: 3071.041016
	Iteration 89Q: 3 clusters Score -1622202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1622204.125000 Penalty: 3071.041016
	Iteration 90Q: 3 clusters Score -1622204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1622205.625000 Penalty: 3071.041016
	Iteration 91Q: 3 clusters Score -1622206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1622208.375000 Penalty: 3071.041016
	Iteration 92Q: 3 clusters Score -1622208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1622210.875000 Penalty: 3071.041016
	Iteration 93Q: 3 clusters Score -1622211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1622210.375000 Penalty: 3071.041016
	Iteration 94Q: 3 clusters Score -1622210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1622212.625000 Penalty: 3071.041016
	Iteration 95Q: 3 clusters Score -1622213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1622213.375000 Penalty: 3071.041016
	Iteration 96Q: 3 clusters Score -1622213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1622214.000000 Penalty: 3071.041016
	Iteration 97Q: 3 clusters Score -1622214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1622214.000000 Penalty: 3071.041016
	Iteration 98F: 3 clusters Score -1622214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (63881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Entering Unmasked Estep 
Score: -8197576.500000 Penalty: 1798.026367
	Iteration 0F: 2 clusters Score -8197576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -8156409.500000 Penalty: 3596.052734
	Iteration 0F: 3 clusters Score -8156410 nChanged 30059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -8173260.000000 Penalty: 3596.052734
	Iteration 1F: 3 clusters Score -8173260 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -8174007.500000 Penalty: 3596.052734
	Iteration 2Q: 3 clusters Score -8174008 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -8174809.000000 Penalty: 3596.052734
	Iteration 3Q: 3 clusters Score -8174809 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -8175878.500000 Penalty: 3596.052734
	Iteration 4Q: 3 clusters Score -8175878 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -8177250.500000 Penalty: 3596.052734
	Iteration 5Q: 3 clusters Score -8177250 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -8179254.000000 Penalty: 3596.052734
	Iteration 6F: 3 clusters Score -8179254 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -8182096.500000 Penalty: 3596.052734
	Iteration 7F: 3 clusters Score -8182096 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -8185280.500000 Penalty: 3596.052734
	Iteration 8F: 3 clusters Score -8185280 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -8187976.500000 Penalty: 3596.052734
	Iteration 9F: 3 clusters Score -8187976 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -8189173.500000 Penalty: 3596.052734
	Iteration 10Q: 3 clusters Score -8189174 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -8189746.000000 Penalty: 3596.052734
	Iteration 11Q: 3 clusters Score -8189746 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -8190222.000000 Penalty: 3596.052734
	Iteration 12Q: 3 clusters Score -8190222 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -8190593.000000 Penalty: 3596.052734
	Iteration 13Q: 3 clusters Score -8190593 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -8190976.000000 Penalty: 3596.052734
	Iteration 14Q: 3 clusters Score -8190976 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -8191296.500000 Penalty: 3596.052734
	Iteration 15Q: 3 clusters Score -8191296 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -8191583.000000 Penalty: 3596.052734
	Iteration 16Q: 3 clusters Score -8191583 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -8191866.500000 Penalty: 3596.052734
	Iteration 17Q: 3 clusters Score -8191866 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -8192100.000000 Penalty: 3596.052734
	Iteration 18Q: 3 clusters Score -8192100 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -8192265.500000 Penalty: 3596.052734
	Iteration 19Q: 3 clusters Score -8192266 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -8192491.500000 Penalty: 3596.052734
	Iteration 20F: 3 clusters Score -8192492 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -8192678.500000 Penalty: 3596.052734
	Iteration 21Q: 3 clusters Score -8192678 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -8192905.000000 Penalty: 3596.052734
	Iteration 22Q: 3 clusters Score -8192905 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -8193117.500000 Penalty: 3596.052734
	Iteration 23Q: 3 clusters Score -8193118 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -8193325.500000 Penalty: 3596.052734
	Iteration 24Q: 3 clusters Score -8193326 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -8193544.000000 Penalty: 3596.052734
	Iteration 25Q: 3 clusters Score -8193544 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -8193795.000000 Penalty: 3596.052734
	Iteration 26Q: 3 clusters Score -8193795 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -8193991.000000 Penalty: 3596.052734
	Iteration 27Q: 3 clusters Score -8193991 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -8194196.500000 Penalty: 3596.052734
	Iteration 28Q: 3 clusters Score -8194196 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8194412.500000 Penalty: 3596.052734
	Iteration 29Q: 3 clusters Score -8194412 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -8194592.000000 Penalty: 3596.052734
	Iteration 30Q: 3 clusters Score -8194592 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -8194745.000000 Penalty: 3596.052734
	Iteration 31Q: 3 clusters Score -8194745 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -8194905.000000 Penalty: 3596.052734
	Iteration 32Q: 3 clusters Score -8194905 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -8195025.500000 Penalty: 3596.052734
	Iteration 33Q: 3 clusters Score -8195026 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -8195142.000000 Penalty: 3596.052734
	Iteration 34Q: 3 clusters Score -8195142 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8195251.000000 Penalty: 3596.052734
	Iteration 35Q: 3 clusters Score -8195251 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8195392.000000 Penalty: 3596.052734
	Iteration 36Q: 3 clusters Score -8195392 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8195465.000000 Penalty: 3596.052734
	Iteration 37Q: 3 clusters Score -8195465 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8195540.000000 Penalty: 3596.052734
	Iteration 38Q: 3 clusters Score -8195540 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8195612.000000 Penalty: 3596.052734
	Iteration 39Q: 3 clusters Score -8195612 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8195651.000000 Penalty: 3596.052734
	Iteration 40F: 3 clusters Score -8195651 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -8195723.500000 Penalty: 3596.052734
	Iteration 41Q: 3 clusters Score -8195724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8195797.500000 Penalty: 3596.052734
	Iteration 42Q: 3 clusters Score -8195798 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8195826.500000 Penalty: 3596.052734
	Iteration 43Q: 3 clusters Score -8195826 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8195849.500000 Penalty: 3596.052734
	Iteration 44Q: 3 clusters Score -8195850 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8195894.500000 Penalty: 3596.052734
	Iteration 45Q: 3 clusters Score -8195894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8195926.500000 Penalty: 3596.052734
	Iteration 46Q: 3 clusters Score -8195926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8195943.500000 Penalty: 3596.052734
	Iteration 47Q: 3 clusters Score -8195944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8195968.000000 Penalty: 3596.052734
	Iteration 48Q: 3 clusters Score -8195968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8195993.500000 Penalty: 3596.052734
	Iteration 49Q: 3 clusters Score -8195994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8196018.000000 Penalty: 3596.052734
	Iteration 50Q: 3 clusters Score -8196018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8196040.000000 Penalty: 3596.052734
	Iteration 51Q: 3 clusters Score -8196040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8196060.500000 Penalty: 3596.052734
	Iteration 52Q: 3 clusters Score -8196060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8196060.000000 Penalty: 3596.052734
	Iteration 53Q: 3 clusters Score -8196060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8196063.500000 Penalty: 3596.052734
	Iteration 54Q: 3 clusters Score -8196064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8196073.000000 Penalty: 3596.052734
	Iteration 55Q: 3 clusters Score -8196073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8196061.000000 Penalty: 3596.052734
	Iteration 56Q: 3 clusters Score -8196061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8196073.500000 Penalty: 3596.052734
	Iteration 57Q: 3 clusters Score -8196074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8196087.000000 Penalty: 3596.052734
	Iteration 58Q: 3 clusters Score -8196087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8196090.500000 Penalty: 3596.052734
	Iteration 59Q: 3 clusters Score -8196090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8196094.000000 Penalty: 3596.052734
	Iteration 60F: 3 clusters Score -8196094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8196087.500000 Penalty: 3596.052734
	Iteration 61Q: 3 clusters Score -8196088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8196100.500000 Penalty: 3596.052734
	Iteration 62Q: 3 clusters Score -8196100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8196093.500000 Penalty: 3596.052734
	Iteration 63Q: 3 clusters Score -8196094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8196101.000000 Penalty: 3596.052734
	Iteration 64Q: 3 clusters Score -8196101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8196100.500000 Penalty: 3596.052734
	Iteration 65Q: 3 clusters Score -8196100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8196112.500000 Penalty: 3596.052734
	Iteration 66Q: 3 clusters Score -8196112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8196114.000000 Penalty: 3596.052734
	Iteration 67Q: 3 clusters Score -8196114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8196111.500000 Penalty: 3596.052734
	Iteration 68Q: 3 clusters Score -8196112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8196116.500000 Penalty: 3596.052734
	Iteration 69Q: 3 clusters Score -8196116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8196123.000000 Penalty: 3596.052734
	Iteration 70Q: 3 clusters Score -8196123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8196126.500000 Penalty: 3596.052734
	Iteration 71Q: 3 clusters Score -8196126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8196121.000000 Penalty: 3596.052734
	Iteration 72Q: 3 clusters Score -8196121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8196126.500000 Penalty: 3596.052734
	Iteration 73Q: 3 clusters Score -8196126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8196138.000000 Penalty: 3596.052734
	Iteration 74Q: 3 clusters Score -8196138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8196138.500000 Penalty: 3596.052734
	Iteration 75Q: 3 clusters Score -8196138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8196147.000000 Penalty: 3596.052734
	Iteration 76Q: 3 clusters Score -8196147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8196147.000000 Penalty: 3596.052734
	Iteration 77Q: 3 clusters Score -8196147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8196150.500000 Penalty: 3596.052734
	Iteration 78Q: 3 clusters Score -8196150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8196144.000000 Penalty: 3596.052734
	Iteration 79Q: 3 clusters Score -8196144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8196145.500000 Penalty: 3596.052734
	Iteration 80F: 3 clusters Score -8196146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8196146.000000 Penalty: 3596.052734
	Iteration 81Q: 3 clusters Score -8196146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8196143.000000 Penalty: 3596.052734
	Iteration 82Q: 3 clusters Score -8196143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8196141.000000 Penalty: 3596.052734
	Iteration 83Q: 3 clusters Score -8196141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8196141.000000 Penalty: 3596.052734
	Iteration 84F: 3 clusters Score -8196141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (91699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Entering Unmasked Estep 
Score: -11690950.000000 Penalty: 1856.768311
	Iteration 0F: 2 clusters Score -1.169095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -11634736.000000 Penalty: 3713.536621
	Iteration 0F: 3 clusters Score -1.163474e+07 nChanged 43798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -11660654.000000 Penalty: 3713.536621
	Iteration 1F: 3 clusters Score -1.166065e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -11661938.000000 Penalty: 3713.536621
	Iteration 2Q: 3 clusters Score -1.166194e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -11663995.000000 Penalty: 3713.536621
	Iteration 3F: 3 clusters Score -1.1664e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -11667951.000000 Penalty: 3713.536621
	Iteration 4F: 3 clusters Score -1.166795e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -11674141.000000 Penalty: 3713.536621
	Iteration 5F: 3 clusters Score -1.167414e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -11680831.000000 Penalty: 3713.536621
	Iteration 6F: 3 clusters Score -1.168083e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 84683 members 
Entering Unmasked Estep 
Score: -11685707.000000 Penalty: 3713.536621
	Iteration 7F: 3 clusters Score -1.168571e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -11687807.000000 Penalty: 3713.536621
	Iteration 8Q: 3 clusters Score -1.168781e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -11688792.000000 Penalty: 3713.536621
	Iteration 9Q: 3 clusters Score -1.168879e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -11689216.000000 Penalty: 3713.536621
	Iteration 10Q: 3 clusters Score -1.168922e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -11689421.000000 Penalty: 3713.536621
	Iteration 11Q: 3 clusters Score -1.168942e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -11689527.000000 Penalty: 3713.536621
	Iteration 12Q: 3 clusters Score -1.168953e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 90548 members 
Entering Unmasked Estep 
Score: -11689569.000000 Penalty: 3713.536621
	Iteration 13Q: 3 clusters Score -1.168957e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -11689610.000000 Penalty: 3713.536621
	Iteration 14Q: 3 clusters Score -1.168961e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -11689636.000000 Penalty: 3713.536621
	Iteration 15Q: 3 clusters Score -1.168964e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -11689650.000000 Penalty: 3713.536621
	Iteration 16Q: 3 clusters Score -1.168965e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -11689641.000000 Penalty: 3713.536621
	Iteration 17Q: 3 clusters Score -1.168964e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -11689637.000000 Penalty: 3713.536621
	Iteration 18Q: 3 clusters Score -1.168964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -11689638.000000 Penalty: 3713.536621
	Iteration 19Q: 3 clusters Score -1.168964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -11689657.000000 Penalty: 3713.536621
	Iteration 20F: 3 clusters Score -1.168966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -11689675.000000 Penalty: 3713.536621
	Iteration 21Q: 3 clusters Score -1.168968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -11689674.000000 Penalty: 3713.536621
	Iteration 22Q: 3 clusters Score -1.168967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -11689691.000000 Penalty: 3713.536621
	Iteration 23Q: 3 clusters Score -1.168969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 90618 members 
Entering Unmasked Estep 
Score: -11689696.000000 Penalty: 3713.536621
	Iteration 24Q: 3 clusters Score -1.16897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -11689698.000000 Penalty: 3713.536621
	Iteration 25Q: 3 clusters Score -1.16897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -11689707.000000 Penalty: 3713.536621
	Iteration 26Q: 3 clusters Score -1.168971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -11689712.000000 Penalty: 3713.536621
	Iteration 27Q: 3 clusters Score -1.168971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -11689717.000000 Penalty: 3713.536621
	Iteration 28Q: 3 clusters Score -1.168972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -11689708.000000 Penalty: 3713.536621
	Iteration 29Q: 3 clusters Score -1.168971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -11689713.000000 Penalty: 3713.536621
	Iteration 30Q: 3 clusters Score -1.168971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -11689711.000000 Penalty: 3713.536621
	Iteration 31Q: 3 clusters Score -1.168971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -11689710.000000 Penalty: 3713.536621
	Iteration 32Q: 3 clusters Score -1.168971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -11689711.000000 Penalty: 3713.536621
	Iteration 33Q: 3 clusters Score -1.168971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -11689715.000000 Penalty: 3713.536621
	Iteration 34Q: 3 clusters Score -1.168972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -11689717.000000 Penalty: 3713.536621
	Iteration 35Q: 3 clusters Score -1.168972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -11689710.000000 Penalty: 3713.536621
	Iteration 36Q: 3 clusters Score -1.168971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -11689724.000000 Penalty: 3713.536621
	Iteration 37Q: 3 clusters Score -1.168972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -11689725.000000 Penalty: 3713.536621
	Iteration 38Q: 3 clusters Score -1.168972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -11689720.000000 Penalty: 3713.536621
	Iteration 39Q: 3 clusters Score -1.168972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -11689725.000000 Penalty: 3713.536621
	Iteration 40F: 3 clusters Score -1.168972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -11689728.000000 Penalty: 3713.536621
	Iteration 41Q: 3 clusters Score -1.168973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -11689728.000000 Penalty: 3713.536621
	Iteration 42Q: 3 clusters Score -1.168973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -11689719.000000 Penalty: 3713.536621
	Iteration 43Q: 3 clusters Score -1.168972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -11689723.000000 Penalty: 3713.536621
	Iteration 44Q: 3 clusters Score -1.168972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -11689725.000000 Penalty: 3713.536621
	Iteration 45Q: 3 clusters Score -1.168972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -11689721.000000 Penalty: 3713.536621
	Iteration 46Q: 3 clusters Score -1.168972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -11689721.000000 Penalty: 3713.536621
	Iteration 47F: 3 clusters Score -1.168972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -14092.994141 Penalty: 838.346497
	Iteration 0F: 2 clusters Score -14092.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13532.575195 Penalty: 1676.692993
	Iteration 0F: 3 clusters Score -13532.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13676.473633 Penalty: 1676.692993
	Iteration 1F: 3 clusters Score -13676.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13740.038086 Penalty: 1676.692993
	Iteration 2F: 3 clusters Score -13740.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13750.497070 Penalty: 1676.692993
	Iteration 3Q: 3 clusters Score -13750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13792.992188 Penalty: 1676.692993
	Iteration 4Q: 3 clusters Score -13792.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13801.150391 Penalty: 1676.692993
	Iteration 5Q: 3 clusters Score -13801.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13801.150391 Penalty: 1676.692993
	Iteration 6F: 3 clusters Score -13801.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Entering Unmasked Estep 
Score: -9067553.000000 Penalty: 1814.399536
	Iteration 0F: 2 clusters Score -9067553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -9021994.000000 Penalty: 3628.799072
	Iteration 0F: 3 clusters Score -9021994 nChanged 33544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -9041396.000000 Penalty: 3628.799072
	Iteration 1F: 3 clusters Score -9041396 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -9042150.000000 Penalty: 3628.799072
	Iteration 2Q: 3 clusters Score -9042150 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -9043212.000000 Penalty: 3628.799072
	Iteration 3Q: 3 clusters Score -9043212 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -9044844.000000 Penalty: 3628.799072
	Iteration 4Q: 3 clusters Score -9044844 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -9047096.000000 Penalty: 3628.799072
	Iteration 5F: 3 clusters Score -9047096 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -9050280.000000 Penalty: 3628.799072
	Iteration 6F: 3 clusters Score -9050280 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -9053697.000000 Penalty: 3628.799072
	Iteration 7F: 3 clusters Score -9053697 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -9056576.000000 Penalty: 3628.799072
	Iteration 8F: 3 clusters Score -9056576 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -9058518.000000 Penalty: 3628.799072
	Iteration 9Q: 3 clusters Score -9058518 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -9059694.000000 Penalty: 3628.799072
	Iteration 10Q: 3 clusters Score -9059694 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -9060392.000000 Penalty: 3628.799072
	Iteration 11Q: 3 clusters Score -9060392 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -9060990.000000 Penalty: 3628.799072
	Iteration 12Q: 3 clusters Score -9060990 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -9061544.000000 Penalty: 3628.799072
	Iteration 13Q: 3 clusters Score -9061544 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -9061967.000000 Penalty: 3628.799072
	Iteration 14Q: 3 clusters Score -9061967 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -9062391.000000 Penalty: 3628.799072
	Iteration 15Q: 3 clusters Score -9062391 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -9062747.000000 Penalty: 3628.799072
	Iteration 16Q: 3 clusters Score -9062747 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -9063053.000000 Penalty: 3628.799072
	Iteration 17Q: 3 clusters Score -9063053 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -9063363.000000 Penalty: 3628.799072
	Iteration 18Q: 3 clusters Score -9063363 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -9063605.000000 Penalty: 3628.799072
	Iteration 19Q: 3 clusters Score -9063605 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9063794.000000 Penalty: 3628.799072
	Iteration 20F: 3 clusters Score -9063794 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9063965.000000 Penalty: 3628.799072
	Iteration 21Q: 3 clusters Score -9063965 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9064261.000000 Penalty: 3628.799072
	Iteration 22Q: 3 clusters Score -9064261 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9064555.000000 Penalty: 3628.799072
	Iteration 23Q: 3 clusters Score -9064555 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9064776.000000 Penalty: 3628.799072
	Iteration 24Q: 3 clusters Score -9064776 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9064982.000000 Penalty: 3628.799072
	Iteration 25Q: 3 clusters Score -9064982 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9065187.000000 Penalty: 3628.799072
	Iteration 26Q: 3 clusters Score -9065187 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9065295.000000 Penalty: 3628.799072
	Iteration 27Q: 3 clusters Score -9065295 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9065415.000000 Penalty: 3628.799072
	Iteration 28Q: 3 clusters Score -9065415 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9065528.000000 Penalty: 3628.799072
	Iteration 29Q: 3 clusters Score -9065528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9065619.000000 Penalty: 3628.799072
	Iteration 30Q: 3 clusters Score -9065619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9065689.000000 Penalty: 3628.799072
	Iteration 31Q: 3 clusters Score -9065689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9065740.000000 Penalty: 3628.799072
	Iteration 32Q: 3 clusters Score -9065740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9065792.000000 Penalty: 3628.799072
	Iteration 33Q: 3 clusters Score -9065792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9065835.000000 Penalty: 3628.799072
	Iteration 34Q: 3 clusters Score -9065835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9065869.000000 Penalty: 3628.799072
	Iteration 35Q: 3 clusters Score -9065869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9065916.000000 Penalty: 3628.799072
	Iteration 36Q: 3 clusters Score -9065916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9065936.000000 Penalty: 3628.799072
	Iteration 37Q: 3 clusters Score -9065936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9065956.000000 Penalty: 3628.799072
	Iteration 38Q: 3 clusters Score -9065956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9065970.000000 Penalty: 3628.799072
	Iteration 39Q: 3 clusters Score -9065970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9065983.000000 Penalty: 3628.799072
	Iteration 40F: 3 clusters Score -9065983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9065985.000000 Penalty: 3628.799072
	Iteration 41Q: 3 clusters Score -9065985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9065989.000000 Penalty: 3628.799072
	Iteration 42Q: 3 clusters Score -9065989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9066000.000000 Penalty: 3628.799072
	Iteration 43Q: 3 clusters Score -9066000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9066008.000000 Penalty: 3628.799072
	Iteration 44Q: 3 clusters Score -9066008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9066013.000000 Penalty: 3628.799072
	Iteration 45Q: 3 clusters Score -9066013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9066020.000000 Penalty: 3628.799072
	Iteration 46Q: 3 clusters Score -9066020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9066025.000000 Penalty: 3628.799072
	Iteration 47Q: 3 clusters Score -9066025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9066024.000000 Penalty: 3628.799072
	Iteration 48Q: 3 clusters Score -9066024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9066034.000000 Penalty: 3628.799072
	Iteration 49Q: 3 clusters Score -9066034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9066031.000000 Penalty: 3628.799072
	Iteration 50Q: 3 clusters Score -9066031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9066040.000000 Penalty: 3628.799072
	Iteration 51Q: 3 clusters Score -9066040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9066043.000000 Penalty: 3628.799072
	Iteration 52Q: 3 clusters Score -9066043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9066037.000000 Penalty: 3628.799072
	Iteration 53Q: 3 clusters Score -9066037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9066057.000000 Penalty: 3628.799072
	Iteration 54Q: 3 clusters Score -9066057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9066060.000000 Penalty: 3628.799072
	Iteration 55Q: 3 clusters Score -9066060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9066058.000000 Penalty: 3628.799072
	Iteration 56Q: 3 clusters Score -9066058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9066061.000000 Penalty: 3628.799072
	Iteration 57Q: 3 clusters Score -9066061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9066063.000000 Penalty: 3628.799072
	Iteration 58Q: 3 clusters Score -9066063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9066063.000000 Penalty: 3628.799072
	Iteration 59F: 3 clusters Score -9066063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Entering Unmasked Estep 
Score: -5248337.500000 Penalty: 1725.846680
	Iteration 0F: 2 clusters Score -5248338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -5220963.500000 Penalty: 3451.693359
	Iteration 0F: 3 clusters Score -5220964 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -5231617.500000 Penalty: 3451.693359
	Iteration 1F: 3 clusters Score -5231618 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -5232027.500000 Penalty: 3451.693359
	Iteration 2Q: 3 clusters Score -5232028 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -5232429.500000 Penalty: 3451.693359
	Iteration 3Q: 3 clusters Score -5232430 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -5232866.500000 Penalty: 3451.693359
	Iteration 4Q: 3 clusters Score -5232866 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -5233466.000000 Penalty: 3451.693359
	Iteration 5Q: 3 clusters Score -5233466 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -5234351.500000 Penalty: 3451.693359
	Iteration 6Q: 3 clusters Score -5234352 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -5235743.000000 Penalty: 3451.693359
	Iteration 7F: 3 clusters Score -5235743 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -5237875.000000 Penalty: 3451.693359
	Iteration 8F: 3 clusters Score -5237875 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -5240444.500000 Penalty: 3451.693359
	Iteration 9F: 3 clusters Score -5240444 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5242942.000000 Penalty: 3451.693359
	Iteration 10F: 3 clusters Score -5242942 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5244806.500000 Penalty: 3451.693359
	Iteration 11Q: 3 clusters Score -5244806 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5245869.000000 Penalty: 3451.693359
	Iteration 12Q: 3 clusters Score -5245869 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5246426.500000 Penalty: 3451.693359
	Iteration 13Q: 3 clusters Score -5246426 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5246657.000000 Penalty: 3451.693359
	Iteration 14Q: 3 clusters Score -5246657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5246735.000000 Penalty: 3451.693359
	Iteration 15Q: 3 clusters Score -5246735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5246781.500000 Penalty: 3451.693359
	Iteration 16Q: 3 clusters Score -5246782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5246813.500000 Penalty: 3451.693359
	Iteration 17Q: 3 clusters Score -5246814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5246832.500000 Penalty: 3451.693359
	Iteration 18Q: 3 clusters Score -5246832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5246849.000000 Penalty: 3451.693359
	Iteration 19Q: 3 clusters Score -5246849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5246859.500000 Penalty: 3451.693359
	Iteration 20F: 3 clusters Score -5246860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5246862.500000 Penalty: 3451.693359
	Iteration 21Q: 3 clusters Score -5246862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5246874.500000 Penalty: 3451.693359
	Iteration 22Q: 3 clusters Score -5246874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5246874.500000 Penalty: 3451.693359
	Iteration 23Q: 3 clusters Score -5246874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5246880.000000 Penalty: 3451.693359
	Iteration 24Q: 3 clusters Score -5246880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5246879.000000 Penalty: 3451.693359
	Iteration 25Q: 3 clusters Score -5246879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5246882.500000 Penalty: 3451.693359
	Iteration 26Q: 3 clusters Score -5246882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5246884.000000 Penalty: 3451.693359
	Iteration 27Q: 3 clusters Score -5246884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5246884.000000 Penalty: 3451.693359
	Iteration 28F: 3 clusters Score -5246884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Entering Unmasked Estep 
Score: -3824390.250000 Penalty: 1679.560547
	Iteration 0F: 2 clusters Score -3824390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3803602.000000 Penalty: 3359.121094
	Iteration 0F: 3 clusters Score -3803602 nChanged 14292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3811565.500000 Penalty: 3359.121094
	Iteration 1F: 3 clusters Score -3811566 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3811892.000000 Penalty: 3359.121094
	Iteration 2Q: 3 clusters Score -3811892 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3812238.250000 Penalty: 3359.121094
	Iteration 3Q: 3 clusters Score -3812238 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3812507.000000 Penalty: 3359.121094
	Iteration 4Q: 3 clusters Score -3812507 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3812789.250000 Penalty: 3359.121094
	Iteration 5Q: 3 clusters Score -3812789 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3813058.500000 Penalty: 3359.121094
	Iteration 6Q: 3 clusters Score -3813058 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3813323.000000 Penalty: 3359.121094
	Iteration 7Q: 3 clusters Score -3813323 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3813600.500000 Penalty: 3359.121094
	Iteration 8Q: 3 clusters Score -3813600 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3813967.250000 Penalty: 3359.121094
	Iteration 9Q: 3 clusters Score -3813967 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3814513.000000 Penalty: 3359.121094
	Iteration 10Q: 3 clusters Score -3814513 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3815272.250000 Penalty: 3359.121094
	Iteration 11Q: 3 clusters Score -3815272 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3816306.500000 Penalty: 3359.121094
	Iteration 12Q: 3 clusters Score -3816306 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3817363.500000 Penalty: 3359.121094
	Iteration 13F: 3 clusters Score -3817364 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3818163.000000 Penalty: 3359.121094
	Iteration 14Q: 3 clusters Score -3818163 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -3818563.750000 Penalty: 3359.121094
	Iteration 15Q: 3 clusters Score -3818564 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -3818786.500000 Penalty: 3359.121094
	Iteration 16Q: 3 clusters Score -3818786 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3818905.000000 Penalty: 3359.121094
	Iteration 17Q: 3 clusters Score -3818905 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3818998.000000 Penalty: 3359.121094
	Iteration 18Q: 3 clusters Score -3818998 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3819065.500000 Penalty: 3359.121094
	Iteration 19Q: 3 clusters Score -3819066 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3819126.500000 Penalty: 3359.121094
	Iteration 20F: 3 clusters Score -3819126 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3819158.000000 Penalty: 3359.121094
	Iteration 21Q: 3 clusters Score -3819158 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3819195.000000 Penalty: 3359.121094
	Iteration 22Q: 3 clusters Score -3819195 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3819233.750000 Penalty: 3359.121094
	Iteration 23Q: 3 clusters Score -3819234 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3819281.750000 Penalty: 3359.121094
	Iteration 24Q: 3 clusters Score -3819282 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3819330.250000 Penalty: 3359.121094
	Iteration 25Q: 3 clusters Score -3819330 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3819359.000000 Penalty: 3359.121094
	Iteration 26Q: 3 clusters Score -3819359 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3819405.000000 Penalty: 3359.121094
	Iteration 27Q: 3 clusters Score -3819405 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3819447.500000 Penalty: 3359.121094
	Iteration 28Q: 3 clusters Score -3819448 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3819526.500000 Penalty: 3359.121094
	Iteration 29Q: 3 clusters Score -3819526 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -3819580.000000 Penalty: 3359.121094
	Iteration 30Q: 3 clusters Score -3819580 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3819657.500000 Penalty: 3359.121094
	Iteration 31Q: 3 clusters Score -3819658 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3819713.750000 Penalty: 3359.121094
	Iteration 32Q: 3 clusters Score -3819714 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3819755.250000 Penalty: 3359.121094
	Iteration 33Q: 3 clusters Score -3819755 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3819833.250000 Penalty: 3359.121094
	Iteration 34Q: 3 clusters Score -3819833 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3819900.500000 Penalty: 3359.121094
	Iteration 35Q: 3 clusters Score -3819900 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3819986.000000 Penalty: 3359.121094
	Iteration 36Q: 3 clusters Score -3819986 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3820055.750000 Penalty: 3359.121094
	Iteration 37Q: 3 clusters Score -3820056 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3820187.750000 Penalty: 3359.121094
	Iteration 38Q: 3 clusters Score -3820188 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3820306.000000 Penalty: 3359.121094
	Iteration 39Q: 3 clusters Score -3820306 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3820440.250000 Penalty: 3359.121094
	Iteration 40F: 3 clusters Score -3820440 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3820604.750000 Penalty: 3359.121094
	Iteration 41Q: 3 clusters Score -3820605 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3820765.250000 Penalty: 3359.121094
	Iteration 42Q: 3 clusters Score -3820765 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3820921.750000 Penalty: 3359.121094
	Iteration 43Q: 3 clusters Score -3820922 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3821081.000000 Penalty: 3359.121094
	Iteration 44Q: 3 clusters Score -3821081 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3821272.500000 Penalty: 3359.121094
	Iteration 45Q: 3 clusters Score -3821272 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -3821457.500000 Penalty: 3359.121094
	Iteration 46Q: 3 clusters Score -3821458 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3821639.500000 Penalty: 3359.121094
	Iteration 47Q: 3 clusters Score -3821640 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3821803.500000 Penalty: 3359.121094
	Iteration 48Q: 3 clusters Score -3821804 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3821941.000000 Penalty: 3359.121094
	Iteration 49Q: 3 clusters Score -3821941 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3822075.250000 Penalty: 3359.121094
	Iteration 50Q: 3 clusters Score -3822075 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3822200.250000 Penalty: 3359.121094
	Iteration 51Q: 3 clusters Score -3822200 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3822335.000000 Penalty: 3359.121094
	Iteration 52Q: 3 clusters Score -3822335 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3822465.250000 Penalty: 3359.121094
	Iteration 53Q: 3 clusters Score -3822465 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3822572.750000 Penalty: 3359.121094
	Iteration 54Q: 3 clusters Score -3822573 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3822642.000000 Penalty: 3359.121094
	Iteration 55Q: 3 clusters Score -3822642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3822694.750000 Penalty: 3359.121094
	Iteration 56Q: 3 clusters Score -3822695 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3822764.500000 Penalty: 3359.121094
	Iteration 57Q: 3 clusters Score -3822764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3822791.250000 Penalty: 3359.121094
	Iteration 58Q: 3 clusters Score -3822791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3822816.000000 Penalty: 3359.121094
	Iteration 59Q: 3 clusters Score -3822816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3822840.750000 Penalty: 3359.121094
	Iteration 60F: 3 clusters Score -3822841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3822857.000000 Penalty: 3359.121094
	Iteration 61Q: 3 clusters Score -3822857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3822857.000000 Penalty: 3359.121094
	Iteration 62Q: 3 clusters Score -3822857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3822859.500000 Penalty: 3359.121094
	Iteration 63Q: 3 clusters Score -3822860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -3822865.750000 Penalty: 3359.121094
	Iteration 64Q: 3 clusters Score -3822866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3822878.000000 Penalty: 3359.121094
	Iteration 65Q: 3 clusters Score -3822878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3822884.250000 Penalty: 3359.121094
	Iteration 66Q: 3 clusters Score -3822884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3822894.250000 Penalty: 3359.121094
	Iteration 67Q: 3 clusters Score -3822894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -3822903.250000 Penalty: 3359.121094
	Iteration 68Q: 3 clusters Score -3822903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3822908.000000 Penalty: 3359.121094
	Iteration 69Q: 3 clusters Score -3822908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3822911.500000 Penalty: 3359.121094
	Iteration 70Q: 3 clusters Score -3822912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3822922.500000 Penalty: 3359.121094
	Iteration 71Q: 3 clusters Score -3822922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3822927.250000 Penalty: 3359.121094
	Iteration 72Q: 3 clusters Score -3822927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3822933.750000 Penalty: 3359.121094
	Iteration 73Q: 3 clusters Score -3822934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3822942.500000 Penalty: 3359.121094
	Iteration 74Q: 3 clusters Score -3822942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3822943.500000 Penalty: 3359.121094
	Iteration 75Q: 3 clusters Score -3822944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3822952.500000 Penalty: 3359.121094
	Iteration 76Q: 3 clusters Score -3822952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3822959.250000 Penalty: 3359.121094
	Iteration 77Q: 3 clusters Score -3822959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3822971.000000 Penalty: 3359.121094
	Iteration 78Q: 3 clusters Score -3822971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3822976.750000 Penalty: 3359.121094
	Iteration 79Q: 3 clusters Score -3822977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3822980.250000 Penalty: 3359.121094
	Iteration 80F: 3 clusters Score -3822980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3822982.750000 Penalty: 3359.121094
	Iteration 81Q: 3 clusters Score -3822983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3822987.750000 Penalty: 3359.121094
	Iteration 82Q: 3 clusters Score -3822988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3822990.750000 Penalty: 3359.121094
	Iteration 83Q: 3 clusters Score -3822991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3822992.000000 Penalty: 3359.121094
	Iteration 84Q: 3 clusters Score -3822992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3822992.000000 Penalty: 3359.121094
	Iteration 85Q: 3 clusters Score -3822992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3823004.250000 Penalty: 3359.121094
	Iteration 86Q: 3 clusters Score -3823004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3822998.750000 Penalty: 3359.121094
	Iteration 87Q: 3 clusters Score -3822999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -3823000.500000 Penalty: 3359.121094
	Iteration 88Q: 3 clusters Score -3823000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3823003.000000 Penalty: 3359.121094
	Iteration 89Q: 3 clusters Score -3823003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3823004.000000 Penalty: 3359.121094
	Iteration 90Q: 3 clusters Score -3823004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3823004.250000 Penalty: 3359.121094
	Iteration 91Q: 3 clusters Score -3823004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3823011.000000 Penalty: 3359.121094
	Iteration 92Q: 3 clusters Score -3823011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3823006.250000 Penalty: 3359.121094
	Iteration 93Q: 3 clusters Score -3823006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3823007.000000 Penalty: 3359.121094
	Iteration 94Q: 3 clusters Score -3823007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3823007.000000 Penalty: 3359.121094
	Iteration 95F: 3 clusters Score -3823007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Entering Unmasked Estep 
Score: -4554243.500000 Penalty: 1704.167236
	Iteration 0F: 2 clusters Score -4554244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -4530047.000000 Penalty: 3408.334473
	Iteration 0F: 3 clusters Score -4530047 nChanged 16727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4539510.000000 Penalty: 3408.334473
	Iteration 1F: 3 clusters Score -4539510 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4539986.000000 Penalty: 3408.334473
	Iteration 2Q: 3 clusters Score -4539986 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -4540504.000000 Penalty: 3408.334473
	Iteration 3Q: 3 clusters Score -4540504 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4541128.000000 Penalty: 3408.334473
	Iteration 4Q: 3 clusters Score -4541128 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4541987.500000 Penalty: 3408.334473
	Iteration 5Q: 3 clusters Score -4541988 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -4543152.500000 Penalty: 3408.334473
	Iteration 6F: 3 clusters Score -4543152 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -4544553.500000 Penalty: 3408.334473
	Iteration 7F: 3 clusters Score -4544554 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4546145.000000 Penalty: 3408.334473
	Iteration 8F: 3 clusters Score -4546145 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4547531.500000 Penalty: 3408.334473
	Iteration 9F: 3 clusters Score -4547532 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -4548431.000000 Penalty: 3408.334473
	Iteration 10Q: 3 clusters Score -4548431 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -4549004.000000 Penalty: 3408.334473
	Iteration 11Q: 3 clusters Score -4549004 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4549410.500000 Penalty: 3408.334473
	Iteration 12Q: 3 clusters Score -4549410 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4549754.000000 Penalty: 3408.334473
	Iteration 13Q: 3 clusters Score -4549754 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4550094.500000 Penalty: 3408.334473
	Iteration 14Q: 3 clusters Score -4550094 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -4550371.500000 Penalty: 3408.334473
	Iteration 15Q: 3 clusters Score -4550372 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4550693.000000 Penalty: 3408.334473
	Iteration 16Q: 3 clusters Score -4550693 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4551004.500000 Penalty: 3408.334473
	Iteration 17Q: 3 clusters Score -4551004 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4551294.000000 Penalty: 3408.334473
	Iteration 18Q: 3 clusters Score -4551294 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4551561.500000 Penalty: 3408.334473
	Iteration 19Q: 3 clusters Score -4551562 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4551787.500000 Penalty: 3408.334473
	Iteration 20F: 3 clusters Score -4551788 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4551981.500000 Penalty: 3408.334473
	Iteration 21Q: 3 clusters Score -4551982 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4552131.500000 Penalty: 3408.334473
	Iteration 22Q: 3 clusters Score -4552132 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4552282.500000 Penalty: 3408.334473
	Iteration 23Q: 3 clusters Score -4552282 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4552390.500000 Penalty: 3408.334473
	Iteration 24Q: 3 clusters Score -4552390 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4552502.000000 Penalty: 3408.334473
	Iteration 25Q: 3 clusters Score -4552502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4552582.500000 Penalty: 3408.334473
	Iteration 26Q: 3 clusters Score -4552582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4552630.500000 Penalty: 3408.334473
	Iteration 27Q: 3 clusters Score -4552630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4552678.000000 Penalty: 3408.334473
	Iteration 28Q: 3 clusters Score -4552678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4552707.000000 Penalty: 3408.334473
	Iteration 29Q: 3 clusters Score -4552707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4552729.000000 Penalty: 3408.334473
	Iteration 30Q: 3 clusters Score -4552729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4552752.500000 Penalty: 3408.334473
	Iteration 31Q: 3 clusters Score -4552752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4552774.500000 Penalty: 3408.334473
	Iteration 32Q: 3 clusters Score -4552774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4552783.500000 Penalty: 3408.334473
	Iteration 33Q: 3 clusters Score -4552784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4552796.000000 Penalty: 3408.334473
	Iteration 34Q: 3 clusters Score -4552796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4552808.000000 Penalty: 3408.334473
	Iteration 35Q: 3 clusters Score -4552808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4552813.000000 Penalty: 3408.334473
	Iteration 36Q: 3 clusters Score -4552813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4552820.000000 Penalty: 3408.334473
	Iteration 37Q: 3 clusters Score -4552820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4552819.500000 Penalty: 3408.334473
	Iteration 38Q: 3 clusters Score -4552820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4552825.000000 Penalty: 3408.334473
	Iteration 39Q: 3 clusters Score -4552825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4552828.000000 Penalty: 3408.334473
	Iteration 40F: 3 clusters Score -4552828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4552826.000000 Penalty: 3408.334473
	Iteration 41Q: 3 clusters Score -4552826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4552826.000000 Penalty: 3408.334473
	Iteration 42Q: 3 clusters Score -4552826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4552826.000000 Penalty: 3408.334473
	Iteration 43F: 3 clusters Score -4552826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -111966.921875 Penalty: 1121.041138
	Iteration 0F: 2 clusters Score -111966.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110553.484375 Penalty: 2242.082275
	Iteration 0F: 3 clusters Score -110553.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110957.148438 Penalty: 2242.082275
	Iteration 1F: 3 clusters Score -110957.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111128.500000 Penalty: 2242.082275
	Iteration 2F: 3 clusters Score -111128.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111221.992188 Penalty: 2242.082275
	Iteration 3F: 3 clusters Score -111222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111293.140625 Penalty: 2242.082275
	Iteration 4Q: 3 clusters Score -111293.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111414.125000 Penalty: 2242.082275
	Iteration 5Q: 3 clusters Score -111414.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111583.843750 Penalty: 2242.082275
	Iteration 6Q: 3 clusters Score -111583.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111745.976562 Penalty: 2242.082275
	Iteration 7Q: 3 clusters Score -111746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -111848.343750 Penalty: 2242.082275
	Iteration 8Q: 3 clusters Score -111848.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111912.335938 Penalty: 2242.082275
	Iteration 9Q: 3 clusters Score -111912.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111952.031250 Penalty: 2242.082275
	Iteration 10Q: 3 clusters Score -111952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111974.312500 Penalty: 2242.082275
	Iteration 11Q: 3 clusters Score -111974.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111980.546875 Penalty: 2242.082275
	Iteration 12Q: 3 clusters Score -111980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111984.679688 Penalty: 2242.082275
	Iteration 13Q: 3 clusters Score -111984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111986.390625 Penalty: 2242.082275
	Iteration 14Q: 3 clusters Score -111986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111988.453125 Penalty: 2242.082275
	Iteration 15Q: 3 clusters Score -111988.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111991.390625 Penalty: 2242.082275
	Iteration 16Q: 3 clusters Score -111991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111993.023438 Penalty: 2242.082275
	Iteration 17Q: 3 clusters Score -111993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111994.812500 Penalty: 2242.082275
	Iteration 18Q: 3 clusters Score -111994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111994.812500 Penalty: 2242.082275
	Iteration 19F: 3 clusters Score -111994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12700 members 
Mstep: Class 3 contains 63881 members 
Mstep: Class 4 contains 91699 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 70653 members 
Mstep: Class 10 contains 40970 members 
Mstep: Class 11 contains 30815 members 
Mstep: Class 12 contains 35853 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 6475 members 
Mstep: Class 15 contains 43588 members 
Mstep: Class 18 contains 72174 members 
Mstep: Class 20 contains 1436 members 
Mstep: Class 22 contains 34802 members 
Mstep: Class 23 contains 19713 members 
Entering Unmasked Estep 
Score: -65789540.000000 Penalty: 34249.644531
Splitting cluster 13 changes total score from -65789492.000000 to -65789540.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 14 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -784309.937500 Penalty: 1426.051758
	Iteration 0F: 2 clusters Score -784309.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -779394.000000 Penalty: 2852.103516
	Iteration 0F: 3 clusters Score -779394 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -780850.812500 Penalty: 2852.103516
	Iteration 1F: 3 clusters Score -780850.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -781052.937500 Penalty: 2852.103516
	Iteration 2F: 3 clusters Score -781052.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -781234.562500 Penalty: 2852.103516
	Iteration 3F: 3 clusters Score -781234.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -781395.500000 Penalty: 2852.103516
	Iteration 4Q: 3 clusters Score -781395.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -781549.062500 Penalty: 2852.103516
	Iteration 5Q: 3 clusters Score -781549.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -781749.312500 Penalty: 2852.103516
	Iteration 6Q: 3 clusters Score -781749.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -781976.687500 Penalty: 2852.103516
	Iteration 7Q: 3 clusters Score -781976.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -782271.500000 Penalty: 2852.103516
	Iteration 8F: 3 clusters Score -782271.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -782570.062500 Penalty: 2852.103516
	Iteration 9F: 3 clusters Score -782570.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -782815.000000 Penalty: 2852.103516
	Iteration 10F: 3 clusters Score -782815 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -783022.687500 Penalty: 2852.103516
	Iteration 11Q: 3 clusters Score -783022.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -783193.750000 Penalty: 2852.103516
	Iteration 12Q: 3 clusters Score -783193.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -783295.062500 Penalty: 2852.103516
	Iteration 13Q: 3 clusters Score -783295.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -783359.937500 Penalty: 2852.103516
	Iteration 14Q: 3 clusters Score -783359.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -783390.375000 Penalty: 2852.103516
	Iteration 15Q: 3 clusters Score -783390.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -783417.437500 Penalty: 2852.103516
	Iteration 16Q: 3 clusters Score -783417.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -783428.937500 Penalty: 2852.103516
	Iteration 17Q: 3 clusters Score -783428.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -783438.875000 Penalty: 2852.103516
	Iteration 18Q: 3 clusters Score -783438.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -783443.437500 Penalty: 2852.103516
	Iteration 19Q: 3 clusters Score -783443.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -783447.062500 Penalty: 2852.103516
	Iteration 20F: 3 clusters Score -783447.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -783449.000000 Penalty: 2852.103516
	Iteration 21Q: 3 clusters Score -783449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -783452.937500 Penalty: 2852.103516
	Iteration 22Q: 3 clusters Score -783452.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -783453.875000 Penalty: 2852.103516
	Iteration 23Q: 3 clusters Score -783453.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -783455.187500 Penalty: 2852.103516
	Iteration 24Q: 3 clusters Score -783455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -783458.250000 Penalty: 2852.103516
	Iteration 25Q: 3 clusters Score -783458.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -783462.375000 Penalty: 2852.103516
	Iteration 26Q: 3 clusters Score -783462.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -783466.500000 Penalty: 2852.103516
	Iteration 27Q: 3 clusters Score -783466.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -783469.250000 Penalty: 2852.103516
	Iteration 28Q: 3 clusters Score -783469.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -783471.812500 Penalty: 2852.103516
	Iteration 29Q: 3 clusters Score -783471.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -783475.937500 Penalty: 2852.103516
	Iteration 30Q: 3 clusters Score -783475.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -783477.875000 Penalty: 2852.103516
	Iteration 31Q: 3 clusters Score -783477.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -783475.937500 Penalty: 2852.103516
	Iteration 32Q: 3 clusters Score -783475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -783479.250000 Penalty: 2852.103516
	Iteration 33Q: 3 clusters Score -783479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -783479.437500 Penalty: 2852.103516
	Iteration 34Q: 3 clusters Score -783479.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -783481.625000 Penalty: 2852.103516
	Iteration 35Q: 3 clusters Score -783481.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -783483.312500 Penalty: 2852.103516
	Iteration 36Q: 3 clusters Score -783483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -783485.687500 Penalty: 2852.103516
	Iteration 37Q: 3 clusters Score -783485.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -783486.000000 Penalty: 2852.103516
	Iteration 38Q: 3 clusters Score -783486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -783489.000000 Penalty: 2852.103516
	Iteration 39Q: 3 clusters Score -783489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -783490.125000 Penalty: 2852.103516
	Iteration 40F: 3 clusters Score -783490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -783490.875000 Penalty: 2852.103516
	Iteration 41Q: 3 clusters Score -783490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -783492.375000 Penalty: 2852.103516
	Iteration 42Q: 3 clusters Score -783492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -783491.500000 Penalty: 2852.103516
	Iteration 43Q: 3 clusters Score -783491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -783491.625000 Penalty: 2852.103516
	Iteration 44Q: 3 clusters Score -783491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -783491.625000 Penalty: 2852.103516
	Iteration 45F: 3 clusters Score -783491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Entering Unmasked Estep 
Score: -5615907.000000 Penalty: 1735.912231
	Iteration 0F: 2 clusters Score -5615907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -5586947.000000 Penalty: 3471.824463
	Iteration 0F: 3 clusters Score -5586947 nChanged 20331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -5598381.000000 Penalty: 3471.824463
	Iteration 1F: 3 clusters Score -5598381 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5598995.000000 Penalty: 3471.824463
	Iteration 2Q: 3 clusters Score -5598995 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5599874.000000 Penalty: 3471.824463
	Iteration 3Q: 3 clusters Score -5599874 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -5601026.500000 Penalty: 3471.824463
	Iteration 4F: 3 clusters Score -5601026 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -5602598.500000 Penalty: 3471.824463
	Iteration 5F: 3 clusters Score -5602598 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -5604574.000000 Penalty: 3471.824463
	Iteration 6F: 3 clusters Score -5604574 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -5607044.500000 Penalty: 3471.824463
	Iteration 7F: 3 clusters Score -5607044 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -5609439.000000 Penalty: 3471.824463
	Iteration 8F: 3 clusters Score -5609439 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -5611206.000000 Penalty: 3471.824463
	Iteration 9F: 3 clusters Score -5611206 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5612412.500000 Penalty: 3471.824463
	Iteration 10Q: 3 clusters Score -5612412 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -5613271.000000 Penalty: 3471.824463
	Iteration 11Q: 3 clusters Score -5613271 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5614001.000000 Penalty: 3471.824463
	Iteration 12Q: 3 clusters Score -5614001 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5614591.000000 Penalty: 3471.824463
	Iteration 13Q: 3 clusters Score -5614591 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5615049.500000 Penalty: 3471.824463
	Iteration 14Q: 3 clusters Score -5615050 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5615358.000000 Penalty: 3471.824463
	Iteration 15Q: 3 clusters Score -5615358 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5615588.500000 Penalty: 3471.824463
	Iteration 16Q: 3 clusters Score -5615588 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5615780.000000 Penalty: 3471.824463
	Iteration 17Q: 3 clusters Score -5615780 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5615856.000000 Penalty: 3471.824463
	Iteration 18Q: 3 clusters Score -5615856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5615908.500000 Penalty: 3471.824463
	Iteration 19Q: 3 clusters Score -5615908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5615928.000000 Penalty: 3471.824463
	Iteration 20F: 3 clusters Score -5615928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5615937.500000 Penalty: 3471.824463
	Iteration 21Q: 3 clusters Score -5615938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5615942.500000 Penalty: 3471.824463
	Iteration 22Q: 3 clusters Score -5615942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5615934.500000 Penalty: 3471.824463
	Iteration 23Q: 3 clusters Score -5615934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5615931.000000 Penalty: 3471.824463
	Iteration 24Q: 3 clusters Score -5615931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5615933.500000 Penalty: 3471.824463
	Iteration 25Q: 3 clusters Score -5615934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5615931.000000 Penalty: 3471.824463
	Iteration 26Q: 3 clusters Score -5615931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5615938.000000 Penalty: 3471.824463
	Iteration 27Q: 3 clusters Score -5615938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5615938.000000 Penalty: 3471.824463
	Iteration 28F: 3 clusters Score -5615938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12700 members 
Mstep: Class 3 contains 63881 members 
Mstep: Class 4 contains 91699 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 70653 members 
Mstep: Class 10 contains 40970 members 
Mstep: Class 11 contains 30815 members 
Mstep: Class 12 contains 35853 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 6475 members 
Mstep: Class 15 contains 41937 members 
Mstep: Class 18 contains 72174 members 
Mstep: Class 20 contains 1436 members 
Mstep: Class 22 contains 34802 members 
Mstep: Class 23 contains 19713 members 
Entering Unmasked Estep 
Score: -65789132.000000 Penalty: 36390.246094
Splitting cluster 15 changes total score from -65789492.000000 to -65789132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (72174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Entering Unmasked Estep 
Score: -9120307.000000 Penalty: 1817.860718
	Iteration 0F: 2 clusters Score -9120307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -9072257.000000 Penalty: 3635.721436
	Iteration 0F: 3 clusters Score -9072257 nChanged 33939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -9091400.000000 Penalty: 3635.721436
	Iteration 1F: 3 clusters Score -9091400 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -9091901.000000 Penalty: 3635.721436
	Iteration 2Q: 3 clusters Score -9091901 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -9092520.000000 Penalty: 3635.721436
	Iteration 3Q: 3 clusters Score -9092520 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -9093369.000000 Penalty: 3635.721436
	Iteration 4Q: 3 clusters Score -9093369 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -9094606.000000 Penalty: 3635.721436
	Iteration 5Q: 3 clusters Score -9094606 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -9096535.000000 Penalty: 3635.721436
	Iteration 6F: 3 clusters Score -9096535 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -9099899.000000 Penalty: 3635.721436
	Iteration 7F: 3 clusters Score -9099899 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -9104607.000000 Penalty: 3635.721436
	Iteration 8F: 3 clusters Score -9104607 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -9109679.000000 Penalty: 3635.721436
	Iteration 9F: 3 clusters Score -9109679 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -9113725.000000 Penalty: 3635.721436
	Iteration 10F: 3 clusters Score -9113725 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -9116316.000000 Penalty: 3635.721436
	Iteration 11Q: 3 clusters Score -9116316 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9117663.000000 Penalty: 3635.721436
	Iteration 12Q: 3 clusters Score -9117663 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9118252.000000 Penalty: 3635.721436
	Iteration 13Q: 3 clusters Score -9118252 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9118550.000000 Penalty: 3635.721436
	Iteration 14Q: 3 clusters Score -9118550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9118678.000000 Penalty: 3635.721436
	Iteration 15Q: 3 clusters Score -9118678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9118748.000000 Penalty: 3635.721436
	Iteration 16Q: 3 clusters Score -9118748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9118810.000000 Penalty: 3635.721436
	Iteration 17Q: 3 clusters Score -9118810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9118826.000000 Penalty: 3635.721436
	Iteration 18Q: 3 clusters Score -9118826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9118840.000000 Penalty: 3635.721436
	Iteration 19Q: 3 clusters Score -9118840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9118856.000000 Penalty: 3635.721436
	Iteration 20F: 3 clusters Score -9118856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9118865.000000 Penalty: 3635.721436
	Iteration 21Q: 3 clusters Score -9118865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9118863.000000 Penalty: 3635.721436
	Iteration 22Q: 3 clusters Score -9118863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9118870.000000 Penalty: 3635.721436
	Iteration 23Q: 3 clusters Score -9118870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9118867.000000 Penalty: 3635.721436
	Iteration 24Q: 3 clusters Score -9118867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9118867.000000 Penalty: 3635.721436
	Iteration 25F: 3 clusters Score -9118867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -183802.593750 Penalty: 1181.312744
	Iteration 0F: 2 clusters Score -183802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182044.875000 Penalty: 2362.625488
	Iteration 0F: 3 clusters Score -182044.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -182365.031250 Penalty: 2362.625488
	Iteration 1F: 3 clusters Score -182365 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -182453.000000 Penalty: 2362.625488
	Iteration 2F: 3 clusters Score -182453 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -182499.296875 Penalty: 2362.625488
	Iteration 3Q: 3 clusters Score -182499.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182536.078125 Penalty: 2362.625488
	Iteration 4Q: 3 clusters Score -182536.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -182561.062500 Penalty: 2362.625488
	Iteration 5Q: 3 clusters Score -182561.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -182569.687500 Penalty: 2362.625488
	Iteration 6Q: 3 clusters Score -182569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -182574.687500 Penalty: 2362.625488
	Iteration 7Q: 3 clusters Score -182574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182576.000000 Penalty: 2362.625488
	Iteration 8Q: 3 clusters Score -182576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -182577.406250 Penalty: 2362.625488
	Iteration 9Q: 3 clusters Score -182577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -182578.578125 Penalty: 2362.625488
	Iteration 10Q: 3 clusters Score -182578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -182580.218750 Penalty: 2362.625488
	Iteration 11Q: 3 clusters Score -182580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -182581.000000 Penalty: 2362.625488
	Iteration 12Q: 3 clusters Score -182581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -182581.390625 Penalty: 2362.625488
	Iteration 13Q: 3 clusters Score -182581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -182581.859375 Penalty: 2362.625488
	Iteration 14Q: 3 clusters Score -182581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -182582.578125 Penalty: 2362.625488
	Iteration 15Q: 3 clusters Score -182582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -182585.250000 Penalty: 2362.625488
	Iteration 16Q: 3 clusters Score -182585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -182588.234375 Penalty: 2362.625488
	Iteration 17Q: 3 clusters Score -182588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -182591.031250 Penalty: 2362.625488
	Iteration 18Q: 3 clusters Score -182591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -182591.921875 Penalty: 2362.625488
	Iteration 19Q: 3 clusters Score -182591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -182593.687500 Penalty: 2362.625488
	Iteration 20F: 3 clusters Score -182593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -182594.453125 Penalty: 2362.625488
	Iteration 21Q: 3 clusters Score -182594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -182594.453125 Penalty: 2362.625488
	Iteration 22F: 3 clusters Score -182594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Entering Unmasked Estep 
Score: -4410003.000000 Penalty: 1699.332397
	Iteration 0F: 2 clusters Score -4410003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4386568.000000 Penalty: 3398.664795
	Iteration 0F: 3 clusters Score -4386568 nChanged 16088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4395613.000000 Penalty: 3398.664795
	Iteration 1F: 3 clusters Score -4395613 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4396237.000000 Penalty: 3398.664795
	Iteration 2Q: 3 clusters Score -4396237 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -4397030.000000 Penalty: 3398.664795
	Iteration 3F: 3 clusters Score -4397030 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4398145.500000 Penalty: 3398.664795
	Iteration 4F: 3 clusters Score -4398146 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -4399751.500000 Penalty: 3398.664795
	Iteration 5F: 3 clusters Score -4399752 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4401874.000000 Penalty: 3398.664795
	Iteration 6F: 3 clusters Score -4401874 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -4404171.000000 Penalty: 3398.664795
	Iteration 7F: 3 clusters Score -4404171 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4405886.500000 Penalty: 3398.664795
	Iteration 8F: 3 clusters Score -4405886 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -4407031.500000 Penalty: 3398.664795
	Iteration 9Q: 3 clusters Score -4407032 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4407643.000000 Penalty: 3398.664795
	Iteration 10Q: 3 clusters Score -4407643 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4407970.500000 Penalty: 3398.664795
	Iteration 11Q: 3 clusters Score -4407970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -4408153.500000 Penalty: 3398.664795
	Iteration 12Q: 3 clusters Score -4408154 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4408276.500000 Penalty: 3398.664795
	Iteration 13Q: 3 clusters Score -4408276 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4408342.500000 Penalty: 3398.664795
	Iteration 14Q: 3 clusters Score -4408342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4408379.500000 Penalty: 3398.664795
	Iteration 15Q: 3 clusters Score -4408380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4408417.000000 Penalty: 3398.664795
	Iteration 16Q: 3 clusters Score -4408417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -4408445.500000 Penalty: 3398.664795
	Iteration 17Q: 3 clusters Score -4408446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -4408467.500000 Penalty: 3398.664795
	Iteration 18Q: 3 clusters Score -4408468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4408473.000000 Penalty: 3398.664795
	Iteration 19Q: 3 clusters Score -4408473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4408477.000000 Penalty: 3398.664795
	Iteration 20F: 3 clusters Score -4408477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4408480.500000 Penalty: 3398.664795
	Iteration 21Q: 3 clusters Score -4408480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4408479.500000 Penalty: 3398.664795
	Iteration 22Q: 3 clusters Score -4408480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4408479.500000 Penalty: 3398.664795
	Iteration 23Q: 3 clusters Score -4408480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4408478.500000 Penalty: 3398.664795
	Iteration 24Q: 3 clusters Score -4408478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4408480.000000 Penalty: 3398.664795
	Iteration 25Q: 3 clusters Score -4408480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4408488.500000 Penalty: 3398.664795
	Iteration 26Q: 3 clusters Score -4408488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4408489.000000 Penalty: 3398.664795
	Iteration 27Q: 3 clusters Score -4408489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -4408493.000000 Penalty: 3398.664795
	Iteration 28Q: 3 clusters Score -4408493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4408493.500000 Penalty: 3398.664795
	Iteration 29Q: 3 clusters Score -4408494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4408494.000000 Penalty: 3398.664795
	Iteration 30Q: 3 clusters Score -4408494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4408503.500000 Penalty: 3398.664795
	Iteration 31Q: 3 clusters Score -4408504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4408509.000000 Penalty: 3398.664795
	Iteration 32Q: 3 clusters Score -4408509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4408514.000000 Penalty: 3398.664795
	Iteration 33Q: 3 clusters Score -4408514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4408517.500000 Penalty: 3398.664795
	Iteration 34Q: 3 clusters Score -4408518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4408517.000000 Penalty: 3398.664795
	Iteration 35Q: 3 clusters Score -4408517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4408518.000000 Penalty: 3398.664795
	Iteration 36Q: 3 clusters Score -4408518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4408518.000000 Penalty: 3398.664795
	Iteration 37F: 3 clusters Score -4408518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Entering Unmasked Estep 
Score: -2579448.000000 Penalty: 1606.967896
	Iteration 0F: 2 clusters Score -2579448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2566008.750000 Penalty: 3213.935791
	Iteration 0F: 3 clusters Score -2566009 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2570786.000000 Penalty: 3213.935791
	Iteration 1F: 3 clusters Score -2570786 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2571115.500000 Penalty: 3213.935791
	Iteration 2Q: 3 clusters Score -2571116 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2571429.750000 Penalty: 3213.935791
	Iteration 3Q: 3 clusters Score -2571430 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2571763.500000 Penalty: 3213.935791
	Iteration 4Q: 3 clusters Score -2571764 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2572165.500000 Penalty: 3213.935791
	Iteration 5Q: 3 clusters Score -2572166 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2572740.750000 Penalty: 3213.935791
	Iteration 6F: 3 clusters Score -2572741 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2573586.250000 Penalty: 3213.935791
	Iteration 7F: 3 clusters Score -2573586 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2574616.500000 Penalty: 3213.935791
	Iteration 8F: 3 clusters Score -2574616 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2575632.000000 Penalty: 3213.935791
	Iteration 9F: 3 clusters Score -2575632 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2576451.750000 Penalty: 3213.935791
	Iteration 10Q: 3 clusters Score -2576452 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2577068.250000 Penalty: 3213.935791
	Iteration 11Q: 3 clusters Score -2577068 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2577452.750000 Penalty: 3213.935791
	Iteration 12Q: 3 clusters Score -2577453 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2577699.500000 Penalty: 3213.935791
	Iteration 13Q: 3 clusters Score -2577700 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2577838.500000 Penalty: 3213.935791
	Iteration 14Q: 3 clusters Score -2577838 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2577921.000000 Penalty: 3213.935791
	Iteration 15Q: 3 clusters Score -2577921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2577962.500000 Penalty: 3213.935791
	Iteration 16Q: 3 clusters Score -2577962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2577994.750000 Penalty: 3213.935791
	Iteration 17Q: 3 clusters Score -2577995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2578016.500000 Penalty: 3213.935791
	Iteration 18Q: 3 clusters Score -2578016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2578028.000000 Penalty: 3213.935791
	Iteration 19Q: 3 clusters Score -2578028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2578039.000000 Penalty: 3213.935791
	Iteration 20F: 3 clusters Score -2578039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2578047.250000 Penalty: 3213.935791
	Iteration 21Q: 3 clusters Score -2578047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2578054.250000 Penalty: 3213.935791
	Iteration 22Q: 3 clusters Score -2578054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2578061.250000 Penalty: 3213.935791
	Iteration 23Q: 3 clusters Score -2578061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2578061.250000 Penalty: 3213.935791
	Iteration 24Q: 3 clusters Score -2578061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2578059.750000 Penalty: 3213.935791
	Iteration 25Q: 3 clusters Score -2578060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2578061.750000 Penalty: 3213.935791
	Iteration 26Q: 3 clusters Score -2578062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2578061.750000 Penalty: 3213.935791
	Iteration 27Q: 3 clusters Score -2578062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2578061.750000 Penalty: 3213.935791
	Iteration 28F: 3 clusters Score -2578062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 12700 members 
Mstep: Class 3 contains 63881 members 
Mstep: Class 4 contains 91699 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 70653 members 
Mstep: Class 10 contains 40970 members 
Mstep: Class 11 contains 30815 members 
Mstep: Class 12 contains 35853 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 6475 members 
Mstep: Class 15 contains 43588 members 
Mstep: Class 18 contains 72174 members 
Mstep: Class 20 contains 1436 members 
Mstep: Class 22 contains 34802 members 
Mstep: Class 23 contains 19713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790036.000000 Penalty: 34249.644531
Iteration 79Q: 17 clusters Score -6.579004e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12625 members 
Mstep: Class 3 contains 63897 members 
Mstep: Class 4 contains 91309 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 7 contains 72558 members 
Mstep: Class 10 contains 39141 members 
Mstep: Class 11 contains 30756 members 
Mstep: Class 12 contains 35261 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 6429 members 
Mstep: Class 15 contains 44185 members 
Mstep: Class 18 contains 72233 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 22 contains 34965 members 
Mstep: Class 23 contains 19917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65791896.000000 Penalty: 34249.644531
Iteration 80F: 17 clusters Score -6.57919e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12538 members 
Mstep: Class 3 contains 63902 members 
Mstep: Class 4 contains 90906 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 7 contains 74852 members 
Mstep: Class 10 contains 36964 members 
Mstep: Class 11 contains 30672 members 
Mstep: Class 12 contains 34556 members 
Mstep: Class 13 contains 638 members 
Mstep: Class 14 contains 6390 members 
Mstep: Class 15 contains 44727 members 
Mstep: Class 18 contains 72293 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 22 contains 35141 members 
Mstep: Class 23 contains 20261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65793156.000000 Penalty: 34249.644531
Iteration 81Q: 17 clusters Score -6.579316e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 63906 members 
Mstep: Class 4 contains 90573 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 7 contains 77365 members 
Mstep: Class 10 contains 34605 members 
Mstep: Class 11 contains 30605 members 
Mstep: Class 12 contains 33792 members 
Mstep: Class 13 contains 675 members 
Mstep: Class 14 contains 6365 members 
Mstep: Class 15 contains 45261 members 
Mstep: Class 18 contains 72402 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 22 contains 35408 members 
Mstep: Class 23 contains 20455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65794348.000000 Penalty: 34249.644531
Iteration 82Q: 17 clusters Score -6.579435e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12333 members 
Mstep: Class 3 contains 63899 members 
Mstep: Class 4 contains 90299 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 7 contains 79779 members 
Mstep: Class 10 contains 32343 members 
Mstep: Class 11 contains 30556 members 
Mstep: Class 12 contains 33015 members 
Mstep: Class 13 contains 702 members 
Mstep: Class 14 contains 6349 members 
Mstep: Class 15 contains 45786 members 
Mstep: Class 18 contains 72503 members 
Mstep: Class 20 contains 1402 members 
Mstep: Class 22 contains 35761 members 
Mstep: Class 23 contains 20524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65794140.000000 Penalty: 34249.644531
Iteration 83Q: 17 clusters Score -6.579414e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12243 members 
Mstep: Class 3 contains 63918 members 
Mstep: Class 4 contains 90127 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 7 contains 81655 members 
Mstep: Class 10 contains 30359 members 
Mstep: Class 11 contains 30539 members 
Mstep: Class 12 contains 32332 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 6335 members 
Mstep: Class 15 contains 46292 members 
Mstep: Class 18 contains 72667 members 
Mstep: Class 20 contains 1388 members 
Mstep: Class 22 contains 36084 members 
Mstep: Class 23 contains 20588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65793948.000000 Penalty: 34249.644531
Iteration 84Q: 17 clusters Score -6.579395e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12151 members 
Mstep: Class 3 contains 63904 members 
Mstep: Class 4 contains 90000 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 7 contains 82970 members 
Mstep: Class 10 contains 28671 members 
Mstep: Class 11 contains 30548 members 
Mstep: Class 12 contains 31782 members 
Mstep: Class 13 contains 729 members 
Mstep: Class 14 contains 6310 members 
Mstep: Class 15 contains 46812 members 
Mstep: Class 18 contains 72860 members 
Mstep: Class 20 contains 1374 members 
Mstep: Class 22 contains 36410 members 
Mstep: Class 23 contains 20713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65792692.000000 Penalty: 34249.644531
Iteration 85Q: 17 clusters Score -6.579269e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12090 members 
Mstep: Class 3 contains 63899 members 
Mstep: Class 4 contains 89878 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 7 contains 83781 members 
Mstep: Class 10 contains 27214 members 
Mstep: Class 11 contains 30548 members 
Mstep: Class 12 contains 31379 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 6296 members 
Mstep: Class 15 contains 47361 members 
Mstep: Class 18 contains 73078 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 22 contains 36661 members 
Mstep: Class 23 contains 20934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65792184.000000 Penalty: 34249.644531
Iteration 86Q: 17 clusters Score -6.579218e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12052 members 
Mstep: Class 3 contains 63881 members 
Mstep: Class 4 contains 89824 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 7 contains 84285 members 
Mstep: Class 10 contains 25832 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 6277 members 
Mstep: Class 15 contains 47875 members 
Mstep: Class 18 contains 73264 members 
Mstep: Class 20 contains 1354 members 
Mstep: Class 22 contains 36932 members 
Mstep: Class 23 contains 21284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65791968.000000 Penalty: 34249.644531
Iteration 87Q: 17 clusters Score -6.579197e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12019 members 
Mstep: Class 3 contains 63844 members 
Mstep: Class 4 contains 89781 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 7 contains 84603 members 
Mstep: Class 10 contains 24467 members 
Mstep: Class 11 contains 30553 members 
Mstep: Class 12 contains 30788 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 14 contains 6260 members 
Mstep: Class 15 contains 48345 members 
Mstep: Class 18 contains 73446 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 22 contains 37184 members 
Mstep: Class 23 contains 21800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65791796.000000 Penalty: 34249.644531
Iteration 88Q: 17 clusters Score -6.57918e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 3 contains 63778 members 
Mstep: Class 4 contains 89705 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 7 contains 84776 members 
Mstep: Class 10 contains 23113 members 
Mstep: Class 11 contains 30548 members 
Mstep: Class 12 contains 30568 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 6243 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 18 contains 73606 members 
Mstep: Class 20 contains 1337 members 
Mstep: Class 22 contains 37458 members 
Mstep: Class 23 contains 22476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65791868.000000 Penalty: 34249.644531
Iteration 89Q: 17 clusters Score -6.579187e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 63700 members 
Mstep: Class 4 contains 89554 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 7 contains 84876 members 
Mstep: Class 10 contains 21735 members 
Mstep: Class 11 contains 30578 members 
Mstep: Class 12 contains 30370 members 
Mstep: Class 13 contains 835 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 49256 members 
Mstep: Class 18 contains 73751 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 22 contains 37678 members 
Mstep: Class 23 contains 23360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65791808.000000 Penalty: 34249.644531
Iteration 90Q: 17 clusters Score -6.579181e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11951 members 
Mstep: Class 3 contains 63649 members 
Mstep: Class 4 contains 89356 members 
Mstep: Class 5 contains 173 members 
Mstep: Class 7 contains 84918 members 
Mstep: Class 10 contains 20356 members 
Mstep: Class 11 contains 30599 members 
Mstep: Class 12 contains 30207 members 
Mstep: Class 13 contains 865 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 49683 members 
Mstep: Class 18 contains 73848 members 
Mstep: Class 20 contains 1318 members 
Mstep: Class 22 contains 37920 members 
Mstep: Class 23 contains 24356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65792056.000000 Penalty: 34249.644531
Iteration 91Q: 17 clusters Score -6.579206e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11924 members 
Mstep: Class 3 contains 63550 members 
Mstep: Class 4 contains 89102 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 84961 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 30612 members 
Mstep: Class 12 contains 30079 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 18 contains 73955 members 
Mstep: Class 20 contains 1313 members 
Mstep: Class 22 contains 38147 members 
Mstep: Class 23 contains 25539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65792692.000000 Penalty: 34249.644531
Iteration 92Q: 17 clusters Score -6.579269e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 63431 members 
Mstep: Class 4 contains 88863 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 85069 members 
Mstep: Class 10 contains 17421 members 
Mstep: Class 11 contains 30598 members 
Mstep: Class 12 contains 29965 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 50463 members 
Mstep: Class 18 contains 73995 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 22 contains 38345 members 
Mstep: Class 23 contains 26814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65793200.000000 Penalty: 34249.644531
Iteration 93Q: 17 clusters Score -6.57932e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11856 members 
Mstep: Class 3 contains 63305 members 
Mstep: Class 4 contains 88610 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 85199 members 
Mstep: Class 10 contains 15988 members 
Mstep: Class 11 contains 30585 members 
Mstep: Class 12 contains 29878 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 6092 members 
Mstep: Class 15 contains 50826 members 
Mstep: Class 18 contains 74006 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 22 contains 38530 members 
Mstep: Class 23 contains 28073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65794096.000000 Penalty: 34249.644531
Iteration 94Q: 17 clusters Score -6.57941e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11815 members 
Mstep: Class 3 contains 63177 members 
Mstep: Class 4 contains 88281 members 
Mstep: Class 5 contains 174 members 
Mstep: Class 7 contains 85332 members 
Mstep: Class 10 contains 14627 members 
Mstep: Class 11 contains 30593 members 
Mstep: Class 12 contains 29779 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 51174 members 
Mstep: Class 18 contains 73967 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 22 contains 38709 members 
Mstep: Class 23 contains 29399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65794800.000000 Penalty: 34249.644531
Iteration 95Q: 17 clusters Score -6.57948e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63044 members 
Mstep: Class 4 contains 88014 members 
Mstep: Class 5 contains 175 members 
Mstep: Class 7 contains 85413 members 
Mstep: Class 10 contains 13393 members 
Mstep: Class 11 contains 30604 members 
Mstep: Class 12 contains 29671 members 
Mstep: Class 13 contains 1018 members 
Mstep: Class 14 contains 6026 members 
Mstep: Class 15 contains 51494 members 
Mstep: Class 18 contains 73911 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 22 contains 38880 members 
Mstep: Class 23 contains 30672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65795560.000000 Penalty: 34249.644531
Iteration 96Q: 17 clusters Score -6.579556e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 62909 members 
Mstep: Class 4 contains 87766 members 
Mstep: Class 5 contains 175 members 
Mstep: Class 7 contains 85506 members 
Mstep: Class 10 contains 12330 members 
Mstep: Class 11 contains 30619 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 5983 members 
Mstep: Class 15 contains 51771 members 
Mstep: Class 18 contains 73824 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 22 contains 39038 members 
Mstep: Class 23 contains 31830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65796088.000000 Penalty: 34249.644531
Iteration 97Q: 17 clusters Score -6.579609e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 62795 members 
Mstep: Class 4 contains 87530 members 
Mstep: Class 5 contains 175 members 
Mstep: Class 7 contains 85564 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 30625 members 
Mstep: Class 12 contains 29449 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 5964 members 
Mstep: Class 15 contains 52020 members 
Mstep: Class 18 contains 73704 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 22 contains 39156 members 
Mstep: Class 23 contains 32856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65796844.000000 Penalty: 34249.644531
Iteration 98Q: 17 clusters Score -6.579684e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11626 members 
Mstep: Class 3 contains 62679 members 
Mstep: Class 4 contains 87356 members 
Mstep: Class 5 contains 175 members 
Mstep: Class 7 contains 85604 members 
Mstep: Class 10 contains 10815 members 
Mstep: Class 11 contains 30620 members 
Mstep: Class 12 contains 29355 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 52232 members 
Mstep: Class 18 contains 73591 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 22 contains 39256 members 
Mstep: Class 23 contains 33719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65797344.000000 Penalty: 34249.644531
Iteration 99Q: 17 clusters Score -6.579734e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 62566 members 
Mstep: Class 4 contains 87208 members 
Mstep: Class 5 contains 175 members 
Mstep: Class 7 contains 85626 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 30620 members 
Mstep: Class 12 contains 29249 members 
Mstep: Class 13 contains 1103 members 
Mstep: Class 14 contains 5928 members 
Mstep: Class 15 contains 52437 members 
Mstep: Class 18 contains 73485 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 22 contains 39351 members 
Mstep: Class 23 contains 34462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65797956.000000 Penalty: 34249.644531
Iteration 100F: 17 clusters Score -6.579796e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 62451 members 
Mstep: Class 4 contains 87056 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 85685 members 
Mstep: Class 10 contains 9767 members 
Mstep: Class 11 contains 30611 members 
Mstep: Class 12 contains 29135 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 5910 members 
Mstep: Class 15 contains 52597 members 
Mstep: Class 18 contains 73376 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 22 contains 39456 members 
Mstep: Class 23 contains 35195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65798328.000000 Penalty: 34249.644531
Iteration 101Q: 17 clusters Score -6.579833e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11481 members 
Mstep: Class 3 contains 62344 members 
Mstep: Class 4 contains 86972 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 85692 members 
Mstep: Class 10 contains 9356 members 
Mstep: Class 11 contains 30605 members 
Mstep: Class 12 contains 29035 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 5886 members 
Mstep: Class 15 contains 52726 members 
Mstep: Class 18 contains 73225 members 
Mstep: Class 20 contains 1297 members 
Mstep: Class 22 contains 39559 members 
Mstep: Class 23 contains 35853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65798312.000000 Penalty: 34249.644531
Iteration 102Q: 17 clusters Score -6.579831e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11443 members 
Mstep: Class 3 contains 62231 members 
Mstep: Class 4 contains 86886 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 85613 members 
Mstep: Class 10 contains 9028 members 
Mstep: Class 11 contains 30602 members 
Mstep: Class 12 contains 28954 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 5877 members 
Mstep: Class 15 contains 52846 members 
Mstep: Class 18 contains 73094 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 22 contains 39675 members 
Mstep: Class 23 contains 36462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65798740.000000 Penalty: 34249.644531
Iteration 103Q: 17 clusters Score -6.579874e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 62138 members 
Mstep: Class 4 contains 86782 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 85470 members 
Mstep: Class 10 contains 8789 members 
Mstep: Class 11 contains 30607 members 
Mstep: Class 12 contains 28877 members 
Mstep: Class 13 contains 1188 members 
Mstep: Class 14 contains 5874 members 
Mstep: Class 15 contains 52926 members 
Mstep: Class 18 contains 73013 members 
Mstep: Class 20 contains 1287 members 
Mstep: Class 22 contains 39755 members 
Mstep: Class 23 contains 37067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65798956.000000 Penalty: 34249.644531
Iteration 104Q: 17 clusters Score -6.579896e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11369 members 
Mstep: Class 3 contains 62044 members 
Mstep: Class 4 contains 86690 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 85307 members 
Mstep: Class 10 contains 8613 members 
Mstep: Class 11 contains 30610 members 
Mstep: Class 12 contains 28815 members 
Mstep: Class 13 contains 1205 members 
Mstep: Class 14 contains 5861 members 
Mstep: Class 15 contains 52981 members 
Mstep: Class 18 contains 72907 members 
Mstep: Class 20 contains 1279 members 
Mstep: Class 22 contains 39826 members 
Mstep: Class 23 contains 37664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65799416.000000 Penalty: 34249.644531
Iteration 105Q: 17 clusters Score -6.579942e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11328 members 
Mstep: Class 3 contains 61946 members 
Mstep: Class 4 contains 86597 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 85105 members 
Mstep: Class 10 contains 8518 members 
Mstep: Class 11 contains 30610 members 
Mstep: Class 12 contains 28762 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 53045 members 
Mstep: Class 18 contains 72801 members 
Mstep: Class 20 contains 1273 members 
Mstep: Class 22 contains 39896 members 
Mstep: Class 23 contains 38215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65799836.000000 Penalty: 34249.644531
Iteration 106Q: 17 clusters Score -6.579984e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 61855 members 
Mstep: Class 4 contains 86488 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 84918 members 
Mstep: Class 10 contains 8435 members 
Mstep: Class 11 contains 30621 members 
Mstep: Class 12 contains 28703 members 
Mstep: Class 13 contains 1224 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 53105 members 
Mstep: Class 18 contains 72691 members 
Mstep: Class 20 contains 1272 members 
Mstep: Class 22 contains 39961 members 
Mstep: Class 23 contains 38755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800008.000000 Penalty: 34249.644531
Iteration 107Q: 17 clusters Score -6.580001e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11245 members 
Mstep: Class 3 contains 61749 members 
Mstep: Class 4 contains 86369 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 84764 members 
Mstep: Class 10 contains 8371 members 
Mstep: Class 11 contains 30632 members 
Mstep: Class 12 contains 28654 members 
Mstep: Class 13 contains 1245 members 
Mstep: Class 14 contains 5835 members 
Mstep: Class 15 contains 53156 members 
Mstep: Class 18 contains 72574 members 
Mstep: Class 20 contains 1274 members 
Mstep: Class 22 contains 40013 members 
Mstep: Class 23 contains 39277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800488.000000 Penalty: 34249.644531
Iteration 108Q: 17 clusters Score -6.580049e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11198 members 
Mstep: Class 3 contains 61643 members 
Mstep: Class 4 contains 86298 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 84626 members 
Mstep: Class 10 contains 8304 members 
Mstep: Class 11 contains 30638 members 
Mstep: Class 12 contains 28602 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 53193 members 
Mstep: Class 18 contains 72455 members 
Mstep: Class 20 contains 1269 members 
Mstep: Class 22 contains 40059 members 
Mstep: Class 23 contains 39782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800748.000000 Penalty: 34249.644531
Iteration 109Q: 17 clusters Score -6.580075e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 61554 members 
Mstep: Class 4 contains 86242 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 84511 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 28563 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 5809 members 
Mstep: Class 15 contains 53203 members 
Mstep: Class 18 contains 72359 members 
Mstep: Class 20 contains 1264 members 
Mstep: Class 22 contains 40110 members 
Mstep: Class 23 contains 40204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800860.000000 Penalty: 34249.644531
Iteration 110Q: 17 clusters Score -6.580086e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 61462 members 
Mstep: Class 4 contains 86186 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 84378 members 
Mstep: Class 10 contains 8199 members 
Mstep: Class 11 contains 30637 members 
Mstep: Class 12 contains 28540 members 
Mstep: Class 13 contains 1298 members 
Mstep: Class 14 contains 5811 members 
Mstep: Class 15 contains 53221 members 
Mstep: Class 18 contains 72275 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 22 contains 40164 members 
Mstep: Class 23 contains 40612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801148.000000 Penalty: 34249.644531
Iteration 111Q: 17 clusters Score -6.580115e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11067 members 
Mstep: Class 3 contains 61370 members 
Mstep: Class 4 contains 86147 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 84258 members 
Mstep: Class 10 contains 8162 members 
Mstep: Class 11 contains 30634 members 
Mstep: Class 12 contains 28508 members 
Mstep: Class 13 contains 1309 members 
Mstep: Class 14 contains 5804 members 
Mstep: Class 15 contains 53239 members 
Mstep: Class 18 contains 72197 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 22 contains 40223 members 
Mstep: Class 23 contains 40985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801244.000000 Penalty: 34249.644531
Iteration 112Q: 17 clusters Score -6.580124e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11037 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 86157 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 84122 members 
Mstep: Class 10 contains 8130 members 
Mstep: Class 11 contains 30616 members 
Mstep: Class 12 contains 28478 members 
Mstep: Class 13 contains 1318 members 
Mstep: Class 14 contains 5801 members 
Mstep: Class 15 contains 53246 members 
Mstep: Class 18 contains 72115 members 
Mstep: Class 20 contains 1252 members 
Mstep: Class 22 contains 40291 members 
Mstep: Class 23 contains 41313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801360.000000 Penalty: 34249.644531
Iteration 113Q: 17 clusters Score -6.580136e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 61175 members 
Mstep: Class 4 contains 86139 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 84020 members 
Mstep: Class 10 contains 8100 members 
Mstep: Class 11 contains 30585 members 
Mstep: Class 12 contains 28448 members 
Mstep: Class 13 contains 1325 members 
Mstep: Class 14 contains 5800 members 
Mstep: Class 15 contains 53269 members 
Mstep: Class 18 contains 72054 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 22 contains 40363 members 
Mstep: Class 23 contains 41623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801608.000000 Penalty: 34249.644531
Iteration 114Q: 17 clusters Score -6.580161e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10983 members 
Mstep: Class 3 contains 61084 members 
Mstep: Class 4 contains 86153 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 83925 members 
Mstep: Class 10 contains 8065 members 
Mstep: Class 11 contains 30558 members 
Mstep: Class 12 contains 28418 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 5800 members 
Mstep: Class 15 contains 53285 members 
Mstep: Class 18 contains 71979 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 22 contains 40407 members 
Mstep: Class 23 contains 41928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801928.000000 Penalty: 34249.644531
Iteration 115Q: 17 clusters Score -6.580193e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10959 members 
Mstep: Class 3 contains 60992 members 
Mstep: Class 4 contains 86163 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 83823 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 30549 members 
Mstep: Class 12 contains 28401 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 5798 members 
Mstep: Class 15 contains 53281 members 
Mstep: Class 18 contains 71913 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 22 contains 40450 members 
Mstep: Class 23 contains 42202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801940.000000 Penalty: 34249.644531
Iteration 116Q: 17 clusters Score -6.580194e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10936 members 
Mstep: Class 3 contains 60917 members 
Mstep: Class 4 contains 86147 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 83732 members 
Mstep: Class 10 contains 8034 members 
Mstep: Class 11 contains 30541 members 
Mstep: Class 12 contains 28372 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 5803 members 
Mstep: Class 15 contains 53278 members 
Mstep: Class 18 contains 71860 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40480 members 
Mstep: Class 23 contains 42483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802168.000000 Penalty: 34249.644531
Iteration 117Q: 17 clusters Score -6.580217e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10918 members 
Mstep: Class 3 contains 60845 members 
Mstep: Class 4 contains 86156 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 83655 members 
Mstep: Class 10 contains 8012 members 
Mstep: Class 11 contains 30536 members 
Mstep: Class 12 contains 28343 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 53279 members 
Mstep: Class 18 contains 71776 members 
Mstep: Class 20 contains 1225 members 
Mstep: Class 22 contains 40511 members 
Mstep: Class 23 contains 42744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802260.000000 Penalty: 34249.644531
Iteration 118Q: 17 clusters Score -6.580226e+07 nChanged 681
Entering ConstructFrom: 
Score: -65802260.000000 Penalty: 34249.644531
Entering ConstructFrom: 
Trying to split cluster 1 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -69222.984375 Penalty: 1040.041870
	Iteration 0F: 2 clusters Score -69222.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68068.679688 Penalty: 2080.083740
	Iteration 0F: 3 clusters Score -68068.68 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68281.796875 Penalty: 2080.083740
	Iteration 1F: 3 clusters Score -68281.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68384.640625 Penalty: 2080.083740
	Iteration 2F: 3 clusters Score -68384.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68477.875000 Penalty: 2080.083740
	Iteration 3Q: 3 clusters Score -68477.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68548.242188 Penalty: 2080.083740
	Iteration 4Q: 3 clusters Score -68548.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68591.054688 Penalty: 2080.083740
	Iteration 5Q: 3 clusters Score -68591.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68653.734375 Penalty: 2080.083740
	Iteration 6Q: 3 clusters Score -68653.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68734.289062 Penalty: 2080.083740
	Iteration 7Q: 3 clusters Score -68734.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68794.953125 Penalty: 2080.083740
	Iteration 8Q: 3 clusters Score -68794.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68830.890625 Penalty: 2080.083740
	Iteration 9Q: 3 clusters Score -68830.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68881.320312 Penalty: 2080.083740
	Iteration 10Q: 3 clusters Score -68881.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68905.656250 Penalty: 2080.083740
	Iteration 11Q: 3 clusters Score -68905.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68941.625000 Penalty: 2080.083740
	Iteration 12Q: 3 clusters Score -68941.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68968.312500 Penalty: 2080.083740
	Iteration 13Q: 3 clusters Score -68968.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68986.820312 Penalty: 2080.083740
	Iteration 14Q: 3 clusters Score -68986.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69002.914062 Penalty: 2080.083740
	Iteration 15Q: 3 clusters Score -69002.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69002.914062 Penalty: 2080.083740
	Iteration 16F: 3 clusters Score -69002.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Entering Unmasked Estep 
Score: -1394397.750000 Penalty: 1510.669312
	Iteration 0F: 2 clusters Score -1394398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1386643.875000 Penalty: 3021.338623
	Iteration 0F: 3 clusters Score -1386644 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1389110.000000 Penalty: 3021.338623
	Iteration 1F: 3 clusters Score -1389110 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1389315.250000 Penalty: 3021.338623
	Iteration 2F: 3 clusters Score -1389315 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1389476.000000 Penalty: 3021.338623
	Iteration 3Q: 3 clusters Score -1389476 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1389620.125000 Penalty: 3021.338623
	Iteration 4Q: 3 clusters Score -1389620 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1389744.625000 Penalty: 3021.338623
	Iteration 5Q: 3 clusters Score -1389745 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1389897.750000 Penalty: 3021.338623
	Iteration 6Q: 3 clusters Score -1389898 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1390058.875000 Penalty: 3021.338623
	Iteration 7Q: 3 clusters Score -1390059 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1390265.500000 Penalty: 3021.338623
	Iteration 8Q: 3 clusters Score -1390266 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1390550.250000 Penalty: 3021.338623
	Iteration 9Q: 3 clusters Score -1390550 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1390904.500000 Penalty: 3021.338623
	Iteration 10Q: 3 clusters Score -1390904 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1391330.500000 Penalty: 3021.338623
	Iteration 11F: 3 clusters Score -1391330 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1391741.875000 Penalty: 3021.338623
	Iteration 12Q: 3 clusters Score -1391742 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1392106.125000 Penalty: 3021.338623
	Iteration 13Q: 3 clusters Score -1392106 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1392417.125000 Penalty: 3021.338623
	Iteration 14Q: 3 clusters Score -1392417 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1392647.750000 Penalty: 3021.338623
	Iteration 15Q: 3 clusters Score -1392648 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1392795.125000 Penalty: 3021.338623
	Iteration 16Q: 3 clusters Score -1392795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1392884.375000 Penalty: 3021.338623
	Iteration 17Q: 3 clusters Score -1392884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1392943.875000 Penalty: 3021.338623
	Iteration 18Q: 3 clusters Score -1392944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1392988.500000 Penalty: 3021.338623
	Iteration 19Q: 3 clusters Score -1392988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1393019.500000 Penalty: 3021.338623
	Iteration 20F: 3 clusters Score -1393020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1393040.375000 Penalty: 3021.338623
	Iteration 21Q: 3 clusters Score -1393040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1393052.125000 Penalty: 3021.338623
	Iteration 22Q: 3 clusters Score -1393052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1393060.750000 Penalty: 3021.338623
	Iteration 23Q: 3 clusters Score -1393061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1393069.250000 Penalty: 3021.338623
	Iteration 24Q: 3 clusters Score -1393069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1393070.750000 Penalty: 3021.338623
	Iteration 25Q: 3 clusters Score -1393071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1393076.625000 Penalty: 3021.338623
	Iteration 26Q: 3 clusters Score -1393077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1393082.625000 Penalty: 3021.338623
	Iteration 27Q: 3 clusters Score -1393083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1393089.625000 Penalty: 3021.338623
	Iteration 28Q: 3 clusters Score -1393090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1393091.250000 Penalty: 3021.338623
	Iteration 29Q: 3 clusters Score -1393091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1393092.125000 Penalty: 3021.338623
	Iteration 30Q: 3 clusters Score -1393092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1393093.250000 Penalty: 3021.338623
	Iteration 31Q: 3 clusters Score -1393093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1393095.125000 Penalty: 3021.338623
	Iteration 32Q: 3 clusters Score -1393095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1393097.375000 Penalty: 3021.338623
	Iteration 33Q: 3 clusters Score -1393097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1393098.500000 Penalty: 3021.338623
	Iteration 34Q: 3 clusters Score -1393098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1393102.750000 Penalty: 3021.338623
	Iteration 35Q: 3 clusters Score -1393103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1393106.750000 Penalty: 3021.338623
	Iteration 36Q: 3 clusters Score -1393107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1393108.875000 Penalty: 3021.338623
	Iteration 37Q: 3 clusters Score -1393109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1393110.375000 Penalty: 3021.338623
	Iteration 38Q: 3 clusters Score -1393110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1393110.750000 Penalty: 3021.338623
	Iteration 39Q: 3 clusters Score -1393111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1393110.750000 Penalty: 3021.338623
	Iteration 40F: 3 clusters Score -1393111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Entering Unmasked Estep 
Score: -7802556.500000 Penalty: 1789.916016
	Iteration 0F: 2 clusters Score -7802556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -7762907.500000 Penalty: 3579.832031
	Iteration 0F: 3 clusters Score -7762908 nChanged 28853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -7779256.000000 Penalty: 3579.832031
	Iteration 1F: 3 clusters Score -7779256 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -7779819.500000 Penalty: 3579.832031
	Iteration 2Q: 3 clusters Score -7779820 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -7780635.000000 Penalty: 3579.832031
	Iteration 3Q: 3 clusters Score -7780635 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -7781970.000000 Penalty: 3579.832031
	Iteration 4Q: 3 clusters Score -7781970 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7784055.500000 Penalty: 3579.832031
	Iteration 5F: 3 clusters Score -7784056 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -7787073.000000 Penalty: 3579.832031
	Iteration 6F: 3 clusters Score -7787073 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -7790730.000000 Penalty: 3579.832031
	Iteration 7F: 3 clusters Score -7790730 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -7794272.500000 Penalty: 3579.832031
	Iteration 8F: 3 clusters Score -7794272 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -7796955.000000 Penalty: 3579.832031
	Iteration 9Q: 3 clusters Score -7796955 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -7798610.500000 Penalty: 3579.832031
	Iteration 10Q: 3 clusters Score -7798610 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -7799592.000000 Penalty: 3579.832031
	Iteration 11Q: 3 clusters Score -7799592 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -7800161.500000 Penalty: 3579.832031
	Iteration 12Q: 3 clusters Score -7800162 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -7800464.500000 Penalty: 3579.832031
	Iteration 13Q: 3 clusters Score -7800464 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -7800635.500000 Penalty: 3579.832031
	Iteration 14Q: 3 clusters Score -7800636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -7800759.500000 Penalty: 3579.832031
	Iteration 15Q: 3 clusters Score -7800760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -7800817.500000 Penalty: 3579.832031
	Iteration 16Q: 3 clusters Score -7800818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -7800858.000000 Penalty: 3579.832031
	Iteration 17Q: 3 clusters Score -7800858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -7800881.500000 Penalty: 3579.832031
	Iteration 18Q: 3 clusters Score -7800882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -7800902.000000 Penalty: 3579.832031
	Iteration 19Q: 3 clusters Score -7800902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -7800915.000000 Penalty: 3579.832031
	Iteration 20F: 3 clusters Score -7800915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -7800926.000000 Penalty: 3579.832031
	Iteration 21Q: 3 clusters Score -7800926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -7800937.500000 Penalty: 3579.832031
	Iteration 22Q: 3 clusters Score -7800938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -7800944.000000 Penalty: 3579.832031
	Iteration 23Q: 3 clusters Score -7800944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -7800948.500000 Penalty: 3579.832031
	Iteration 24Q: 3 clusters Score -7800948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -7800946.500000 Penalty: 3579.832031
	Iteration 25Q: 3 clusters Score -7800946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -7800953.500000 Penalty: 3579.832031
	Iteration 26Q: 3 clusters Score -7800954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -7800953.500000 Penalty: 3579.832031
	Iteration 27F: 3 clusters Score -7800954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (86140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Entering Unmasked Estep 
Score: -10979413.000000 Penalty: 1846.606079
	Iteration 0F: 2 clusters Score -1.097941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -10924287.000000 Penalty: 3693.212158
	Iteration 0F: 3 clusters Score -1.092429e+07 nChanged 41123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -10947797.000000 Penalty: 3693.212158
	Iteration 1F: 3 clusters Score -1.09478e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -10948476.000000 Penalty: 3693.212158
	Iteration 2Q: 3 clusters Score -1.094848e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -10949170.000000 Penalty: 3693.212158
	Iteration 3Q: 3 clusters Score -1.094917e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -10950030.000000 Penalty: 3693.212158
	Iteration 4Q: 3 clusters Score -1.095003e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -10951268.000000 Penalty: 3693.212158
	Iteration 5Q: 3 clusters Score -1.095127e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -10953097.000000 Penalty: 3693.212158
	Iteration 6Q: 3 clusters Score -1.09531e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -10955840.000000 Penalty: 3693.212158
	Iteration 7F: 3 clusters Score -1.095584e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -10959581.000000 Penalty: 3693.212158
	Iteration 8F: 3 clusters Score -1.095958e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -10963223.000000 Penalty: 3693.212158
	Iteration 9F: 3 clusters Score -1.096322e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -10965392.000000 Penalty: 3693.212158
	Iteration 10F: 3 clusters Score -1.096539e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -10966182.000000 Penalty: 3693.212158
	Iteration 11Q: 3 clusters Score -1.096618e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -10966476.000000 Penalty: 3693.212158
	Iteration 12Q: 3 clusters Score -1.096648e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -10966602.000000 Penalty: 3693.212158
	Iteration 13Q: 3 clusters Score -1.09666e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -10966704.000000 Penalty: 3693.212158
	Iteration 14Q: 3 clusters Score -1.09667e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -10966825.000000 Penalty: 3693.212158
	Iteration 15Q: 3 clusters Score -1.096682e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -10966879.000000 Penalty: 3693.212158
	Iteration 16Q: 3 clusters Score -1.096688e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -10966897.000000 Penalty: 3693.212158
	Iteration 17Q: 3 clusters Score -1.09669e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -10966970.000000 Penalty: 3693.212158
	Iteration 18Q: 3 clusters Score -1.096697e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -10967103.000000 Penalty: 3693.212158
	Iteration 19Q: 3 clusters Score -1.09671e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -10967177.000000 Penalty: 3693.212158
	Iteration 20F: 3 clusters Score -1.096718e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -10967259.000000 Penalty: 3693.212158
	Iteration 21Q: 3 clusters Score -1.096726e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -10967335.000000 Penalty: 3693.212158
	Iteration 22Q: 3 clusters Score -1.096734e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -10967416.000000 Penalty: 3693.212158
	Iteration 23Q: 3 clusters Score -1.096742e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -10967564.000000 Penalty: 3693.212158
	Iteration 24Q: 3 clusters Score -1.096756e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -10967706.000000 Penalty: 3693.212158
	Iteration 25Q: 3 clusters Score -1.096771e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -10967830.000000 Penalty: 3693.212158
	Iteration 26Q: 3 clusters Score -1.096783e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -10967953.000000 Penalty: 3693.212158
	Iteration 27Q: 3 clusters Score -1.096795e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -10968058.000000 Penalty: 3693.212158
	Iteration 28Q: 3 clusters Score -1.096806e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -10968122.000000 Penalty: 3693.212158
	Iteration 29Q: 3 clusters Score -1.096812e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -10968229.000000 Penalty: 3693.212158
	Iteration 30Q: 3 clusters Score -1.096823e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -10968359.000000 Penalty: 3693.212158
	Iteration 31Q: 3 clusters Score -1.096836e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -10968559.000000 Penalty: 3693.212158
	Iteration 32Q: 3 clusters Score -1.096856e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -10968690.000000 Penalty: 3693.212158
	Iteration 33Q: 3 clusters Score -1.096869e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -10968856.000000 Penalty: 3693.212158
	Iteration 34Q: 3 clusters Score -1.096886e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -10969046.000000 Penalty: 3693.212158
	Iteration 35Q: 3 clusters Score -1.096905e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -10969220.000000 Penalty: 3693.212158
	Iteration 36Q: 3 clusters Score -1.096922e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -10969430.000000 Penalty: 3693.212158
	Iteration 37Q: 3 clusters Score -1.096943e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -10969760.000000 Penalty: 3693.212158
	Iteration 38Q: 3 clusters Score -1.096976e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -10970133.000000 Penalty: 3693.212158
	Iteration 39Q: 3 clusters Score -1.097013e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -10970417.000000 Penalty: 3693.212158
	Iteration 40F: 3 clusters Score -1.097042e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -10970787.000000 Penalty: 3693.212158
	Iteration 41Q: 3 clusters Score -1.097079e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -10971236.000000 Penalty: 3693.212158
	Iteration 42Q: 3 clusters Score -1.097124e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -10971579.000000 Penalty: 3693.212158
	Iteration 43Q: 3 clusters Score -1.097158e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -10971980.000000 Penalty: 3693.212158
	Iteration 44Q: 3 clusters Score -1.097198e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -10972463.000000 Penalty: 3693.212158
	Iteration 45Q: 3 clusters Score -1.097246e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -10972922.000000 Penalty: 3693.212158
	Iteration 46Q: 3 clusters Score -1.097292e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -10973495.000000 Penalty: 3693.212158
	Iteration 47Q: 3 clusters Score -1.09735e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -10974037.000000 Penalty: 3693.212158
	Iteration 48Q: 3 clusters Score -1.097404e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -10974541.000000 Penalty: 3693.212158
	Iteration 49Q: 3 clusters Score -1.097454e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -10975042.000000 Penalty: 3693.212158
	Iteration 50Q: 3 clusters Score -1.097504e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -10975424.000000 Penalty: 3693.212158
	Iteration 51Q: 3 clusters Score -1.097542e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -10975785.000000 Penalty: 3693.212158
	Iteration 52Q: 3 clusters Score -1.097578e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -10976224.000000 Penalty: 3693.212158
	Iteration 53Q: 3 clusters Score -1.097622e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -10976445.000000 Penalty: 3693.212158
	Iteration 54Q: 3 clusters Score -1.097644e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -10976710.000000 Penalty: 3693.212158
	Iteration 55Q: 3 clusters Score -1.097671e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -10976934.000000 Penalty: 3693.212158
	Iteration 56Q: 3 clusters Score -1.097693e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -10977087.000000 Penalty: 3693.212158
	Iteration 57Q: 3 clusters Score -1.097709e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -10977299.000000 Penalty: 3693.212158
	Iteration 58Q: 3 clusters Score -1.09773e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -10977470.000000 Penalty: 3693.212158
	Iteration 59Q: 3 clusters Score -1.097747e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10977586.000000 Penalty: 3693.212158
	Iteration 60F: 3 clusters Score -1.097759e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10977601.000000 Penalty: 3693.212158
	Iteration 61Q: 3 clusters Score -1.09776e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10977710.000000 Penalty: 3693.212158
	Iteration 62Q: 3 clusters Score -1.097771e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -10977807.000000 Penalty: 3693.212158
	Iteration 63Q: 3 clusters Score -1.097781e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10977880.000000 Penalty: 3693.212158
	Iteration 64Q: 3 clusters Score -1.097788e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10977886.000000 Penalty: 3693.212158
	Iteration 65Q: 3 clusters Score -1.097789e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -10977920.000000 Penalty: 3693.212158
	Iteration 66Q: 3 clusters Score -1.097792e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10977945.000000 Penalty: 3693.212158
	Iteration 67Q: 3 clusters Score -1.097794e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10977962.000000 Penalty: 3693.212158
	Iteration 68Q: 3 clusters Score -1.097796e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10977972.000000 Penalty: 3693.212158
	Iteration 69Q: 3 clusters Score -1.097797e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10977986.000000 Penalty: 3693.212158
	Iteration 70Q: 3 clusters Score -1.097799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10978017.000000 Penalty: 3693.212158
	Iteration 71Q: 3 clusters Score -1.097802e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10978029.000000 Penalty: 3693.212158
	Iteration 72Q: 3 clusters Score -1.097803e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10978034.000000 Penalty: 3693.212158
	Iteration 73Q: 3 clusters Score -1.097803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10978035.000000 Penalty: 3693.212158
	Iteration 74Q: 3 clusters Score -1.097804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10978047.000000 Penalty: 3693.212158
	Iteration 75Q: 3 clusters Score -1.097805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10978036.000000 Penalty: 3693.212158
	Iteration 76Q: 3 clusters Score -1.097804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10978035.000000 Penalty: 3693.212158
	Iteration 77Q: 3 clusters Score -1.097804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10978038.000000 Penalty: 3693.212158
	Iteration 78Q: 3 clusters Score -1.097804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10978039.000000 Penalty: 3693.212158
	Iteration 79Q: 3 clusters Score -1.097804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10978046.000000 Penalty: 3693.212158
	Iteration 80F: 3 clusters Score -1.097805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10978038.000000 Penalty: 3693.212158
	Iteration 81Q: 3 clusters Score -1.097804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10978038.000000 Penalty: 3693.212158
	Iteration 82F: 3 clusters Score -1.097804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -14019.059570 Penalty: 841.124329
	Iteration 0F: 2 clusters Score -14019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13526.315430 Penalty: 1682.248657
	Iteration 0F: 3 clusters Score -13526.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13737.292969 Penalty: 1682.248657
	Iteration 1F: 3 clusters Score -13737.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13757.196289 Penalty: 1682.248657
	Iteration 2Q: 3 clusters Score -13757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13766.056641 Penalty: 1682.248657
	Iteration 3Q: 3 clusters Score -13766.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13769.090820 Penalty: 1682.248657
	Iteration 4Q: 3 clusters Score -13769.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13771.521484 Penalty: 1682.248657
	Iteration 5Q: 3 clusters Score -13771.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13771.521484 Penalty: 1682.248657
	Iteration 6F: 3 clusters Score -13771.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (83590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Entering Unmasked Estep 
Score: -10698786.000000 Penalty: 1841.722900
	Iteration 0F: 2 clusters Score -1.069879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -10649709.000000 Penalty: 3683.445801
	Iteration 0F: 3 clusters Score -1.064971e+07 nChanged 39725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -10672819.000000 Penalty: 3683.445801
	Iteration 1F: 3 clusters Score -1.067282e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -10673747.000000 Penalty: 3683.445801
	Iteration 2Q: 3 clusters Score -1.067375e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -10674986.000000 Penalty: 3683.445801
	Iteration 3Q: 3 clusters Score -1.067499e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -10676537.000000 Penalty: 3683.445801
	Iteration 4Q: 3 clusters Score -1.067654e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -10678707.000000 Penalty: 3683.445801
	Iteration 5F: 3 clusters Score -1.067871e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -10681639.000000 Penalty: 3683.445801
	Iteration 6F: 3 clusters Score -1.068164e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -10685612.000000 Penalty: 3683.445801
	Iteration 7F: 3 clusters Score -1.068561e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -10690004.000000 Penalty: 3683.445801
	Iteration 8F: 3 clusters Score -1.069e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -10693114.000000 Penalty: 3683.445801
	Iteration 9F: 3 clusters Score -1.069311e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -10694499.000000 Penalty: 3683.445801
	Iteration 10Q: 3 clusters Score -1.06945e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -10695041.000000 Penalty: 3683.445801
	Iteration 11Q: 3 clusters Score -1.069504e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -10695414.000000 Penalty: 3683.445801
	Iteration 12Q: 3 clusters Score -1.069541e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -10695671.000000 Penalty: 3683.445801
	Iteration 13Q: 3 clusters Score -1.069567e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -10695874.000000 Penalty: 3683.445801
	Iteration 14Q: 3 clusters Score -1.069587e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -10696082.000000 Penalty: 3683.445801
	Iteration 15Q: 3 clusters Score -1.069608e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -10696444.000000 Penalty: 3683.445801
	Iteration 16Q: 3 clusters Score -1.069644e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -10696696.000000 Penalty: 3683.445801
	Iteration 17Q: 3 clusters Score -1.06967e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -10696910.000000 Penalty: 3683.445801
	Iteration 18Q: 3 clusters Score -1.069691e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -10697135.000000 Penalty: 3683.445801
	Iteration 19Q: 3 clusters Score -1.069714e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -10697296.000000 Penalty: 3683.445801
	Iteration 20F: 3 clusters Score -1.06973e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -10697425.000000 Penalty: 3683.445801
	Iteration 21Q: 3 clusters Score -1.069742e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -10697554.000000 Penalty: 3683.445801
	Iteration 22Q: 3 clusters Score -1.069755e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -10697634.000000 Penalty: 3683.445801
	Iteration 23Q: 3 clusters Score -1.069763e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -10697719.000000 Penalty: 3683.445801
	Iteration 24Q: 3 clusters Score -1.069772e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -10697842.000000 Penalty: 3683.445801
	Iteration 25Q: 3 clusters Score -1.069784e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -10697938.000000 Penalty: 3683.445801
	Iteration 26Q: 3 clusters Score -1.069794e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -10698065.000000 Penalty: 3683.445801
	Iteration 27Q: 3 clusters Score -1.069806e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -10698205.000000 Penalty: 3683.445801
	Iteration 28Q: 3 clusters Score -1.06982e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -10698321.000000 Penalty: 3683.445801
	Iteration 29Q: 3 clusters Score -1.069832e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -10698440.000000 Penalty: 3683.445801
	Iteration 30Q: 3 clusters Score -1.069844e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -10698594.000000 Penalty: 3683.445801
	Iteration 31Q: 3 clusters Score -1.069859e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -10698679.000000 Penalty: 3683.445801
	Iteration 32Q: 3 clusters Score -1.069868e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -10698774.000000 Penalty: 3683.445801
	Iteration 33Q: 3 clusters Score -1.069877e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -10698850.000000 Penalty: 3683.445801
	Iteration 34Q: 3 clusters Score -1.069885e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -10698957.000000 Penalty: 3683.445801
	Iteration 35Q: 3 clusters Score -1.069896e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -10699206.000000 Penalty: 3683.445801
	Iteration 36Q: 3 clusters Score -1.069921e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -10699367.000000 Penalty: 3683.445801
	Iteration 37Q: 3 clusters Score -1.069937e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -10699517.000000 Penalty: 3683.445801
	Iteration 38Q: 3 clusters Score -1.069952e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -10699681.000000 Penalty: 3683.445801
	Iteration 39Q: 3 clusters Score -1.069968e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -10699839.000000 Penalty: 3683.445801
	Iteration 40F: 3 clusters Score -1.069984e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -10700077.000000 Penalty: 3683.445801
	Iteration 41Q: 3 clusters Score -1.070008e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -10700324.000000 Penalty: 3683.445801
	Iteration 42Q: 3 clusters Score -1.070032e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -10700530.000000 Penalty: 3683.445801
	Iteration 43Q: 3 clusters Score -1.070053e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -10700692.000000 Penalty: 3683.445801
	Iteration 44Q: 3 clusters Score -1.070069e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -10700880.000000 Penalty: 3683.445801
	Iteration 45Q: 3 clusters Score -1.070088e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -10700975.000000 Penalty: 3683.445801
	Iteration 46Q: 3 clusters Score -1.070098e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -10701056.000000 Penalty: 3683.445801
	Iteration 47Q: 3 clusters Score -1.070106e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -10701101.000000 Penalty: 3683.445801
	Iteration 48Q: 3 clusters Score -1.07011e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -10701162.000000 Penalty: 3683.445801
	Iteration 49Q: 3 clusters Score -1.070116e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -10701150.000000 Penalty: 3683.445801
	Iteration 50Q: 3 clusters Score -1.070115e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -10701148.000000 Penalty: 3683.445801
	Iteration 51Q: 3 clusters Score -1.070115e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -10701065.000000 Penalty: 3683.445801
	Iteration 52Q: 3 clusters Score -1.070106e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -10701014.000000 Penalty: 3683.445801
	Iteration 53Q: 3 clusters Score -1.070101e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -10700965.000000 Penalty: 3683.445801
	Iteration 54Q: 3 clusters Score -1.070096e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -10700885.000000 Penalty: 3683.445801
	Iteration 55Q: 3 clusters Score -1.070088e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -10700815.000000 Penalty: 3683.445801
	Iteration 56Q: 3 clusters Score -1.070082e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -10700732.000000 Penalty: 3683.445801
	Iteration 57Q: 3 clusters Score -1.070073e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77348 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -10700707.000000 Penalty: 3683.445801
	Iteration 58Q: 3 clusters Score -1.070071e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -10700645.000000 Penalty: 3683.445801
	Iteration 59Q: 3 clusters Score -1.070064e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -10700639.000000 Penalty: 3683.445801
	Iteration 60F: 3 clusters Score -1.070064e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -10700609.000000 Penalty: 3683.445801
	Iteration 61Q: 3 clusters Score -1.070061e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -10700541.000000 Penalty: 3683.445801
	Iteration 62Q: 3 clusters Score -1.070054e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -10700498.000000 Penalty: 3683.445801
	Iteration 63Q: 3 clusters Score -1.07005e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -10700483.000000 Penalty: 3683.445801
	Iteration 64Q: 3 clusters Score -1.070048e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -10700461.000000 Penalty: 3683.445801
	Iteration 65Q: 3 clusters Score -1.070046e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -10700426.000000 Penalty: 3683.445801
	Iteration 66Q: 3 clusters Score -1.070043e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -10700348.000000 Penalty: 3683.445801
	Iteration 67Q: 3 clusters Score -1.070035e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -10700344.000000 Penalty: 3683.445801
	Iteration 68Q: 3 clusters Score -1.070034e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -10700313.000000 Penalty: 3683.445801
	Iteration 69Q: 3 clusters Score -1.070031e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -10700284.000000 Penalty: 3683.445801
	Iteration 70Q: 3 clusters Score -1.070028e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -10700235.000000 Penalty: 3683.445801
	Iteration 71Q: 3 clusters Score -1.070024e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -10700228.000000 Penalty: 3683.445801
	Iteration 72Q: 3 clusters Score -1.070023e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -10700212.000000 Penalty: 3683.445801
	Iteration 73Q: 3 clusters Score -1.070021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -10700192.000000 Penalty: 3683.445801
	Iteration 74Q: 3 clusters Score -1.070019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -10700175.000000 Penalty: 3683.445801
	Iteration 75Q: 3 clusters Score -1.070018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -10700160.000000 Penalty: 3683.445801
	Iteration 76Q: 3 clusters Score -1.070016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -10700147.000000 Penalty: 3683.445801
	Iteration 77Q: 3 clusters Score -1.070015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -10700122.000000 Penalty: 3683.445801
	Iteration 78Q: 3 clusters Score -1.070012e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -10700124.000000 Penalty: 3683.445801
	Iteration 79Q: 3 clusters Score -1.070012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -10700113.000000 Penalty: 3683.445801
	Iteration 80F: 3 clusters Score -1.070011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -10700108.000000 Penalty: 3683.445801
	Iteration 81Q: 3 clusters Score -1.070011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -10700121.000000 Penalty: 3683.445801
	Iteration 82Q: 3 clusters Score -1.070012e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -10700105.000000 Penalty: 3683.445801
	Iteration 83Q: 3 clusters Score -1.07001e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -10700096.000000 Penalty: 3683.445801
	Iteration 84Q: 3 clusters Score -1.07001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -10700083.000000 Penalty: 3683.445801
	Iteration 85Q: 3 clusters Score -1.070008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -10700076.000000 Penalty: 3683.445801
	Iteration 86Q: 3 clusters Score -1.070008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79794 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -10700080.000000 Penalty: 3683.445801
	Iteration 87Q: 3 clusters Score -1.070008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -10700057.000000 Penalty: 3683.445801
	Iteration 88Q: 3 clusters Score -1.070006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -10700058.000000 Penalty: 3683.445801
	Iteration 89Q: 3 clusters Score -1.070006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -10700051.000000 Penalty: 3683.445801
	Iteration 90Q: 3 clusters Score -1.070005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -10700037.000000 Penalty: 3683.445801
	Iteration 91Q: 3 clusters Score -1.070004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -10700020.000000 Penalty: 3683.445801
	Iteration 92Q: 3 clusters Score -1.070002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -10700010.000000 Penalty: 3683.445801
	Iteration 93Q: 3 clusters Score -1.070001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -10700003.000000 Penalty: 3683.445801
	Iteration 94Q: 3 clusters Score -1.07e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -10699999.000000 Penalty: 3683.445801
	Iteration 95Q: 3 clusters Score -1.07e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -10699989.000000 Penalty: 3683.445801
	Iteration 96Q: 3 clusters Score -1.069999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -10699983.000000 Penalty: 3683.445801
	Iteration 97Q: 3 clusters Score -1.069998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -10699987.000000 Penalty: 3683.445801
	Iteration 98Q: 3 clusters Score -1.069999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -10699990.000000 Penalty: 3683.445801
	Iteration 99Q: 3 clusters Score -1.069999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -10699988.000000 Penalty: 3683.445801
	Iteration 100F: 3 clusters Score -1.069999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -10699978.000000 Penalty: 3683.445801
	Iteration 101Q: 3 clusters Score -1.069998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -10699979.000000 Penalty: 3683.445801
	Iteration 102Q: 3 clusters Score -1.069998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -10699978.000000 Penalty: 3683.445801
	Iteration 103Q: 3 clusters Score -1.069998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -10699954.000000 Penalty: 3683.445801
	Iteration 104Q: 3 clusters Score -1.069995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -10699970.000000 Penalty: 3683.445801
	Iteration 105Q: 3 clusters Score -1.069997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -10699965.000000 Penalty: 3683.445801
	Iteration 106Q: 3 clusters Score -1.069996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -10699962.000000 Penalty: 3683.445801
	Iteration 107Q: 3 clusters Score -1.069996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80057 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -10699955.000000 Penalty: 3683.445801
	Iteration 108Q: 3 clusters Score -1.069996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -10699952.000000 Penalty: 3683.445801
	Iteration 109Q: 3 clusters Score -1.069995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -10699945.000000 Penalty: 3683.445801
	Iteration 110Q: 3 clusters Score -1.069994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -10699947.000000 Penalty: 3683.445801
	Iteration 111Q: 3 clusters Score -1.069995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10699927.000000 Penalty: 3683.445801
	Iteration 112Q: 3 clusters Score -1.069993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -10699932.000000 Penalty: 3683.445801
	Iteration 113Q: 3 clusters Score -1.069993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -10699932.000000 Penalty: 3683.445801
	Iteration 114Q: 3 clusters Score -1.069993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -10699935.000000 Penalty: 3683.445801
	Iteration 115Q: 3 clusters Score -1.069994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -10699935.000000 Penalty: 3683.445801
	Iteration 116F: 3 clusters Score -1.069994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10899 members 
Mstep: Class 3 contains 60771 members 
Mstep: Class 4 contains 86140 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 80094 members 
Mstep: Class 10 contains 7993 members 
Mstep: Class 11 contains 30544 members 
Mstep: Class 12 contains 28318 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 53296 members 
Mstep: Class 18 contains 71717 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 22 contains 40543 members 
Mstep: Class 23 contains 42966 members 
Entering Unmasked Estep 
Score: -65803248.000000 Penalty: 36390.246094
Splitting cluster 7 changes total score from -65802260.000000 to -65803248.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 10 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -1023295.250000 Penalty: 1460.277222
	Iteration 0F: 2 clusters Score -1023295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1017399.750000 Penalty: 2920.554443
	Iteration 0F: 3 clusters Score -1017400 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1019186.375000 Penalty: 2920.554443
	Iteration 1F: 3 clusters Score -1019186 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1019447.625000 Penalty: 2920.554443
	Iteration 2F: 3 clusters Score -1019448 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1019624.062500 Penalty: 2920.554443
	Iteration 3F: 3 clusters Score -1019624 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1019757.437500 Penalty: 2920.554443
	Iteration 4Q: 3 clusters Score -1019757 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1019847.750000 Penalty: 2920.554443
	Iteration 5Q: 3 clusters Score -1019848 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1019935.125000 Penalty: 2920.554443
	Iteration 6Q: 3 clusters Score -1019935 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1020004.937500 Penalty: 2920.554443
	Iteration 7Q: 3 clusters Score -1020005 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1020079.187500 Penalty: 2920.554443
	Iteration 8Q: 3 clusters Score -1020079 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1020169.937500 Penalty: 2920.554443
	Iteration 9Q: 3 clusters Score -1020170 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1020282.062500 Penalty: 2920.554443
	Iteration 10Q: 3 clusters Score -1020282 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1020408.875000 Penalty: 2920.554443
	Iteration 11Q: 3 clusters Score -1020409 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1020534.687500 Penalty: 2920.554443
	Iteration 12Q: 3 clusters Score -1020535 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1020681.937500 Penalty: 2920.554443
	Iteration 13Q: 3 clusters Score -1020682 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1020831.187500 Penalty: 2920.554443
	Iteration 14Q: 3 clusters Score -1020831 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1020977.687500 Penalty: 2920.554443
	Iteration 15Q: 3 clusters Score -1020978 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1021114.750000 Penalty: 2920.554443
	Iteration 16Q: 3 clusters Score -1021115 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1021225.312500 Penalty: 2920.554443
	Iteration 17Q: 3 clusters Score -1021225 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1021328.062500 Penalty: 2920.554443
	Iteration 18Q: 3 clusters Score -1021328 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1021411.000000 Penalty: 2920.554443
	Iteration 19Q: 3 clusters Score -1021411 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1021490.562500 Penalty: 2920.554443
	Iteration 20F: 3 clusters Score -1021491 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1021552.250000 Penalty: 2920.554443
	Iteration 21Q: 3 clusters Score -1021552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1021614.812500 Penalty: 2920.554443
	Iteration 22Q: 3 clusters Score -1021615 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1021678.500000 Penalty: 2920.554443
	Iteration 23Q: 3 clusters Score -1021678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1021731.437500 Penalty: 2920.554443
	Iteration 24Q: 3 clusters Score -1021731 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1021778.187500 Penalty: 2920.554443
	Iteration 25Q: 3 clusters Score -1021778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1021827.937500 Penalty: 2920.554443
	Iteration 26Q: 3 clusters Score -1021828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1021867.500000 Penalty: 2920.554443
	Iteration 27Q: 3 clusters Score -1021868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1021904.125000 Penalty: 2920.554443
	Iteration 28Q: 3 clusters Score -1021904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1021938.937500 Penalty: 2920.554443
	Iteration 29Q: 3 clusters Score -1021939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1021968.687500 Penalty: 2920.554443
	Iteration 30Q: 3 clusters Score -1021969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1021979.250000 Penalty: 2920.554443
	Iteration 31Q: 3 clusters Score -1021979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1021992.875000 Penalty: 2920.554443
	Iteration 32Q: 3 clusters Score -1021993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1022000.062500 Penalty: 2920.554443
	Iteration 33Q: 3 clusters Score -1022000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1022012.687500 Penalty: 2920.554443
	Iteration 34Q: 3 clusters Score -1022013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1022019.437500 Penalty: 2920.554443
	Iteration 35Q: 3 clusters Score -1022019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1022019.375000 Penalty: 2920.554443
	Iteration 36Q: 3 clusters Score -1022019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1022024.625000 Penalty: 2920.554443
	Iteration 37Q: 3 clusters Score -1022025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1022028.500000 Penalty: 2920.554443
	Iteration 38Q: 3 clusters Score -1022028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1022033.500000 Penalty: 2920.554443
	Iteration 39Q: 3 clusters Score -1022034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1022036.625000 Penalty: 2920.554443
	Iteration 40F: 3 clusters Score -1022037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1022038.312500 Penalty: 2920.554443
	Iteration 41Q: 3 clusters Score -1022038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1022040.937500 Penalty: 2920.554443
	Iteration 42Q: 3 clusters Score -1022041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1022041.500000 Penalty: 2920.554443
	Iteration 43Q: 3 clusters Score -1022042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1022044.625000 Penalty: 2920.554443
	Iteration 44Q: 3 clusters Score -1022045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1022045.687500 Penalty: 2920.554443
	Iteration 45Q: 3 clusters Score -1022046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1022046.750000 Penalty: 2920.554443
	Iteration 46Q: 3 clusters Score -1022047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1022047.250000 Penalty: 2920.554443
	Iteration 47Q: 3 clusters Score -1022047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1022047.250000 Penalty: 2920.554443
	Iteration 48F: 3 clusters Score -1022047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Entering Unmasked Estep 
Score: -3789935.500000 Penalty: 1678.125000
	Iteration 0F: 2 clusters Score -3789936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3769289.250000 Penalty: 3356.250000
	Iteration 0F: 3 clusters Score -3769289 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3777081.500000 Penalty: 3356.250000
	Iteration 1F: 3 clusters Score -3777082 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3777374.500000 Penalty: 3356.250000
	Iteration 2Q: 3 clusters Score -3777374 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3777667.750000 Penalty: 3356.250000
	Iteration 3Q: 3 clusters Score -3777668 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3777946.250000 Penalty: 3356.250000
	Iteration 4Q: 3 clusters Score -3777946 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3778251.500000 Penalty: 3356.250000
	Iteration 5Q: 3 clusters Score -3778252 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3778573.250000 Penalty: 3356.250000
	Iteration 6Q: 3 clusters Score -3778573 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3779056.750000 Penalty: 3356.250000
	Iteration 7Q: 3 clusters Score -3779057 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3779669.500000 Penalty: 3356.250000
	Iteration 8Q: 3 clusters Score -3779670 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3780372.750000 Penalty: 3356.250000
	Iteration 9Q: 3 clusters Score -3780373 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3781106.750000 Penalty: 3356.250000
	Iteration 10Q: 3 clusters Score -3781107 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3781865.500000 Penalty: 3356.250000
	Iteration 11Q: 3 clusters Score -3781866 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3782608.750000 Penalty: 3356.250000
	Iteration 12Q: 3 clusters Score -3782609 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3783284.000000 Penalty: 3356.250000
	Iteration 13Q: 3 clusters Score -3783284 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3783890.500000 Penalty: 3356.250000
	Iteration 14Q: 3 clusters Score -3783890 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3784352.250000 Penalty: 3356.250000
	Iteration 15Q: 3 clusters Score -3784352 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3784737.000000 Penalty: 3356.250000
	Iteration 16Q: 3 clusters Score -3784737 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3785025.750000 Penalty: 3356.250000
	Iteration 17Q: 3 clusters Score -3785026 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3785305.750000 Penalty: 3356.250000
	Iteration 18Q: 3 clusters Score -3785306 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3785576.500000 Penalty: 3356.250000
	Iteration 19Q: 3 clusters Score -3785576 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3785827.000000 Penalty: 3356.250000
	Iteration 20F: 3 clusters Score -3785827 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3786130.250000 Penalty: 3356.250000
	Iteration 21Q: 3 clusters Score -3786130 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3786452.500000 Penalty: 3356.250000
	Iteration 22Q: 3 clusters Score -3786452 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3786772.000000 Penalty: 3356.250000
	Iteration 23Q: 3 clusters Score -3786772 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3787053.250000 Penalty: 3356.250000
	Iteration 24Q: 3 clusters Score -3787053 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3787288.250000 Penalty: 3356.250000
	Iteration 25Q: 3 clusters Score -3787288 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3787477.500000 Penalty: 3356.250000
	Iteration 26Q: 3 clusters Score -3787478 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3787615.000000 Penalty: 3356.250000
	Iteration 27Q: 3 clusters Score -3787615 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3787744.500000 Penalty: 3356.250000
	Iteration 28Q: 3 clusters Score -3787744 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3787833.750000 Penalty: 3356.250000
	Iteration 29Q: 3 clusters Score -3787834 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3787899.000000 Penalty: 3356.250000
	Iteration 30Q: 3 clusters Score -3787899 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3787962.750000 Penalty: 3356.250000
	Iteration 31Q: 3 clusters Score -3787963 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3787995.000000 Penalty: 3356.250000
	Iteration 32Q: 3 clusters Score -3787995 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3788035.000000 Penalty: 3356.250000
	Iteration 33Q: 3 clusters Score -3788035 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3788062.750000 Penalty: 3356.250000
	Iteration 34Q: 3 clusters Score -3788063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3788086.250000 Penalty: 3356.250000
	Iteration 35Q: 3 clusters Score -3788086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3788098.750000 Penalty: 3356.250000
	Iteration 36Q: 3 clusters Score -3788099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3788104.250000 Penalty: 3356.250000
	Iteration 37Q: 3 clusters Score -3788104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3788122.000000 Penalty: 3356.250000
	Iteration 38Q: 3 clusters Score -3788122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3788114.000000 Penalty: 3356.250000
	Iteration 39Q: 3 clusters Score -3788114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3788142.250000 Penalty: 3356.250000
	Iteration 40F: 3 clusters Score -3788142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3788156.000000 Penalty: 3356.250000
	Iteration 41Q: 3 clusters Score -3788156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3788160.250000 Penalty: 3356.250000
	Iteration 42Q: 3 clusters Score -3788160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3788151.250000 Penalty: 3356.250000
	Iteration 43Q: 3 clusters Score -3788151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3788154.000000 Penalty: 3356.250000
	Iteration 44Q: 3 clusters Score -3788154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3788158.750000 Penalty: 3356.250000
	Iteration 45Q: 3 clusters Score -3788159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3788156.500000 Penalty: 3356.250000
	Iteration 46Q: 3 clusters Score -3788156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3788154.500000 Penalty: 3356.250000
	Iteration 47Q: 3 clusters Score -3788154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3788157.500000 Penalty: 3356.250000
	Iteration 48Q: 3 clusters Score -3788158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3788157.500000 Penalty: 3356.250000
	Iteration 49Q: 3 clusters Score -3788158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3788156.000000 Penalty: 3356.250000
	Iteration 50Q: 3 clusters Score -3788156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3788158.500000 Penalty: 3356.250000
	Iteration 51Q: 3 clusters Score -3788158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3788159.500000 Penalty: 3356.250000
	Iteration 52Q: 3 clusters Score -3788160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3788154.500000 Penalty: 3356.250000
	Iteration 53Q: 3 clusters Score -3788154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3788156.500000 Penalty: 3356.250000
	Iteration 54Q: 3 clusters Score -3788156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3788156.500000 Penalty: 3356.250000
	Iteration 55Q: 3 clusters Score -3788156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3788157.250000 Penalty: 3356.250000
	Iteration 56Q: 3 clusters Score -3788157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3788159.750000 Penalty: 3356.250000
	Iteration 57Q: 3 clusters Score -3788160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3788159.500000 Penalty: 3356.250000
	Iteration 58Q: 3 clusters Score -3788160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3788158.000000 Penalty: 3356.250000
	Iteration 59Q: 3 clusters Score -3788158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3788161.750000 Penalty: 3356.250000
	Iteration 60F: 3 clusters Score -3788162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3788161.500000 Penalty: 3356.250000
	Iteration 61Q: 3 clusters Score -3788162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3788161.500000 Penalty: 3356.250000
	Iteration 62F: 3 clusters Score -3788162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Entering Unmasked Estep 
Score: -3603775.250000 Penalty: 1665.828613
	Iteration 0F: 2 clusters Score -3603775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3584717.250000 Penalty: 3331.657227
	Iteration 0F: 3 clusters Score -3584717 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3591880.000000 Penalty: 3331.657227
	Iteration 1F: 3 clusters Score -3591880 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3592312.250000 Penalty: 3331.657227
	Iteration 2Q: 3 clusters Score -3592312 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3592752.250000 Penalty: 3331.657227
	Iteration 3Q: 3 clusters Score -3592752 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3593259.250000 Penalty: 3331.657227
	Iteration 4Q: 3 clusters Score -3593259 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3593946.750000 Penalty: 3331.657227
	Iteration 5Q: 3 clusters Score -3593947 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3595032.500000 Penalty: 3331.657227
	Iteration 6F: 3 clusters Score -3595032 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3596663.500000 Penalty: 3331.657227
	Iteration 7F: 3 clusters Score -3596664 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3598556.250000 Penalty: 3331.657227
	Iteration 8F: 3 clusters Score -3598556 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3600247.000000 Penalty: 3331.657227
	Iteration 9F: 3 clusters Score -3600247 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3601277.000000 Penalty: 3331.657227
	Iteration 10Q: 3 clusters Score -3601277 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3601819.000000 Penalty: 3331.657227
	Iteration 11Q: 3 clusters Score -3601819 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3602098.500000 Penalty: 3331.657227
	Iteration 12Q: 3 clusters Score -3602098 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3602280.000000 Penalty: 3331.657227
	Iteration 13Q: 3 clusters Score -3602280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3602369.250000 Penalty: 3331.657227
	Iteration 14Q: 3 clusters Score -3602369 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3602400.500000 Penalty: 3331.657227
	Iteration 15Q: 3 clusters Score -3602400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3602423.250000 Penalty: 3331.657227
	Iteration 16Q: 3 clusters Score -3602423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3602443.250000 Penalty: 3331.657227
	Iteration 17Q: 3 clusters Score -3602443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3602451.250000 Penalty: 3331.657227
	Iteration 18Q: 3 clusters Score -3602451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3602460.000000 Penalty: 3331.657227
	Iteration 19Q: 3 clusters Score -3602460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3602467.250000 Penalty: 3331.657227
	Iteration 20F: 3 clusters Score -3602467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3602473.250000 Penalty: 3331.657227
	Iteration 21Q: 3 clusters Score -3602473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3602470.500000 Penalty: 3331.657227
	Iteration 22Q: 3 clusters Score -3602470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3602470.500000 Penalty: 3331.657227
	Iteration 23F: 3 clusters Score -3602470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -157067.484375 Penalty: 1171.277222
	Iteration 0F: 2 clusters Score -157067.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155413.046875 Penalty: 2342.554443
	Iteration 0F: 3 clusters Score -155413 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155734.156250 Penalty: 2342.554443
	Iteration 1F: 3 clusters Score -155734.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155851.640625 Penalty: 2342.554443
	Iteration 2F: 3 clusters Score -155851.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155914.500000 Penalty: 2342.554443
	Iteration 3F: 3 clusters Score -155914.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155967.718750 Penalty: 2342.554443
	Iteration 4Q: 3 clusters Score -155967.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -156027.468750 Penalty: 2342.554443
	Iteration 5Q: 3 clusters Score -156027.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -156085.484375 Penalty: 2342.554443
	Iteration 6Q: 3 clusters Score -156085.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156132.531250 Penalty: 2342.554443
	Iteration 7Q: 3 clusters Score -156132.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156174.015625 Penalty: 2342.554443
	Iteration 8Q: 3 clusters Score -156174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -156217.218750 Penalty: 2342.554443
	Iteration 9Q: 3 clusters Score -156217.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -156244.531250 Penalty: 2342.554443
	Iteration 10Q: 3 clusters Score -156244.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -156264.875000 Penalty: 2342.554443
	Iteration 11Q: 3 clusters Score -156264.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -156280.875000 Penalty: 2342.554443
	Iteration 12Q: 3 clusters Score -156280.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -156289.296875 Penalty: 2342.554443
	Iteration 13Q: 3 clusters Score -156289.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -156301.500000 Penalty: 2342.554443
	Iteration 14Q: 3 clusters Score -156301.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -156309.046875 Penalty: 2342.554443
	Iteration 15Q: 3 clusters Score -156309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -156317.000000 Penalty: 2342.554443
	Iteration 16Q: 3 clusters Score -156317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -156322.296875 Penalty: 2342.554443
	Iteration 17Q: 3 clusters Score -156322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -156325.859375 Penalty: 2342.554443
	Iteration 18Q: 3 clusters Score -156325.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -156332.546875 Penalty: 2342.554443
	Iteration 19Q: 3 clusters Score -156332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -156335.312500 Penalty: 2342.554443
	Iteration 20F: 3 clusters Score -156335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -156337.953125 Penalty: 2342.554443
	Iteration 21Q: 3 clusters Score -156338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -156340.234375 Penalty: 2342.554443
	Iteration 22Q: 3 clusters Score -156340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -156341.031250 Penalty: 2342.554443
	Iteration 23Q: 3 clusters Score -156341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -156341.031250 Penalty: 2342.554443
	Iteration 24F: 3 clusters Score -156341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Entering Unmasked Estep 
Score: -709631.500000 Penalty: 1408.302246
	Iteration 0F: 2 clusters Score -709631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -705163.125000 Penalty: 2816.604492
	Iteration 0F: 3 clusters Score -705163.1 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -706441.875000 Penalty: 2816.604492
	Iteration 1F: 3 clusters Score -706441.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -706586.625000 Penalty: 2816.604492
	Iteration 2F: 3 clusters Score -706586.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -706686.812500 Penalty: 2816.604492
	Iteration 3Q: 3 clusters Score -706686.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -706754.625000 Penalty: 2816.604492
	Iteration 4Q: 3 clusters Score -706754.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -706802.187500 Penalty: 2816.604492
	Iteration 5Q: 3 clusters Score -706802.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -706833.062500 Penalty: 2816.604492
	Iteration 6Q: 3 clusters Score -706833.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -706861.250000 Penalty: 2816.604492
	Iteration 7Q: 3 clusters Score -706861.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -706880.375000 Penalty: 2816.604492
	Iteration 8Q: 3 clusters Score -706880.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -706904.625000 Penalty: 2816.604492
	Iteration 9Q: 3 clusters Score -706904.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -706931.750000 Penalty: 2816.604492
	Iteration 10Q: 3 clusters Score -706931.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -706952.125000 Penalty: 2816.604492
	Iteration 11Q: 3 clusters Score -706952.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -706976.437500 Penalty: 2816.604492
	Iteration 12Q: 3 clusters Score -706976.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -707008.875000 Penalty: 2816.604492
	Iteration 13Q: 3 clusters Score -707008.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -707053.000000 Penalty: 2816.604492
	Iteration 14Q: 3 clusters Score -707053 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -707110.125000 Penalty: 2816.604492
	Iteration 15Q: 3 clusters Score -707110.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -707167.687500 Penalty: 2816.604492
	Iteration 16Q: 3 clusters Score -707167.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -707229.562500 Penalty: 2816.604492
	Iteration 17Q: 3 clusters Score -707229.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -707310.187500 Penalty: 2816.604492
	Iteration 18Q: 3 clusters Score -707310.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -707399.750000 Penalty: 2816.604492
	Iteration 19Q: 3 clusters Score -707399.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -707511.000000 Penalty: 2816.604492
	Iteration 20F: 3 clusters Score -707511 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -707628.562500 Penalty: 2816.604492
	Iteration 21Q: 3 clusters Score -707628.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -707744.125000 Penalty: 2816.604492
	Iteration 22Q: 3 clusters Score -707744.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -707830.875000 Penalty: 2816.604492
	Iteration 23Q: 3 clusters Score -707830.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -707907.812500 Penalty: 2816.604492
	Iteration 24Q: 3 clusters Score -707907.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -707982.375000 Penalty: 2816.604492
	Iteration 25Q: 3 clusters Score -707982.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -708043.000000 Penalty: 2816.604492
	Iteration 26Q: 3 clusters Score -708043 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -708090.187500 Penalty: 2816.604492
	Iteration 27Q: 3 clusters Score -708090.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -708121.812500 Penalty: 2816.604492
	Iteration 28Q: 3 clusters Score -708121.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -708146.750000 Penalty: 2816.604492
	Iteration 29Q: 3 clusters Score -708146.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -708167.187500 Penalty: 2816.604492
	Iteration 30Q: 3 clusters Score -708167.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -708193.500000 Penalty: 2816.604492
	Iteration 31Q: 3 clusters Score -708193.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -708209.125000 Penalty: 2816.604492
	Iteration 32Q: 3 clusters Score -708209.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -708228.750000 Penalty: 2816.604492
	Iteration 33Q: 3 clusters Score -708228.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -708245.687500 Penalty: 2816.604492
	Iteration 34Q: 3 clusters Score -708245.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -708262.937500 Penalty: 2816.604492
	Iteration 35Q: 3 clusters Score -708262.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -708275.125000 Penalty: 2816.604492
	Iteration 36Q: 3 clusters Score -708275.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -708286.000000 Penalty: 2816.604492
	Iteration 37Q: 3 clusters Score -708286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -708295.625000 Penalty: 2816.604492
	Iteration 38Q: 3 clusters Score -708295.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -708301.875000 Penalty: 2816.604492
	Iteration 39Q: 3 clusters Score -708301.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -708310.187500 Penalty: 2816.604492
	Iteration 40F: 3 clusters Score -708310.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -708319.187500 Penalty: 2816.604492
	Iteration 41Q: 3 clusters Score -708319.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -708323.937500 Penalty: 2816.604492
	Iteration 42Q: 3 clusters Score -708323.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -708335.437500 Penalty: 2816.604492
	Iteration 43Q: 3 clusters Score -708335.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -708345.500000 Penalty: 2816.604492
	Iteration 44Q: 3 clusters Score -708345.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -708357.250000 Penalty: 2816.604492
	Iteration 45Q: 3 clusters Score -708357.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -708368.562500 Penalty: 2816.604492
	Iteration 46Q: 3 clusters Score -708368.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -708374.500000 Penalty: 2816.604492
	Iteration 47Q: 3 clusters Score -708374.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -708382.625000 Penalty: 2816.604492
	Iteration 48Q: 3 clusters Score -708382.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -708388.375000 Penalty: 2816.604492
	Iteration 49Q: 3 clusters Score -708388.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -708390.687500 Penalty: 2816.604492
	Iteration 50Q: 3 clusters Score -708390.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -708393.000000 Penalty: 2816.604492
	Iteration 51Q: 3 clusters Score -708393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -708397.750000 Penalty: 2816.604492
	Iteration 52Q: 3 clusters Score -708397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -708401.312500 Penalty: 2816.604492
	Iteration 53Q: 3 clusters Score -708401.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -708405.750000 Penalty: 2816.604492
	Iteration 54Q: 3 clusters Score -708405.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -708407.250000 Penalty: 2816.604492
	Iteration 55Q: 3 clusters Score -708407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -708409.437500 Penalty: 2816.604492
	Iteration 56Q: 3 clusters Score -708409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -708410.625000 Penalty: 2816.604492
	Iteration 57Q: 3 clusters Score -708410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -708412.562500 Penalty: 2816.604492
	Iteration 58Q: 3 clusters Score -708412.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -708412.812500 Penalty: 2816.604492
	Iteration 59Q: 3 clusters Score -708412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -708414.812500 Penalty: 2816.604492
	Iteration 60F: 3 clusters Score -708414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -708415.875000 Penalty: 2816.604492
	Iteration 61Q: 3 clusters Score -708415.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -708419.375000 Penalty: 2816.604492
	Iteration 62Q: 3 clusters Score -708419.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -708421.937500 Penalty: 2816.604492
	Iteration 63Q: 3 clusters Score -708421.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -708426.312500 Penalty: 2816.604492
	Iteration 64Q: 3 clusters Score -708426.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -708430.625000 Penalty: 2816.604492
	Iteration 65Q: 3 clusters Score -708430.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -708435.937500 Penalty: 2816.604492
	Iteration 66Q: 3 clusters Score -708435.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -708443.625000 Penalty: 2816.604492
	Iteration 67Q: 3 clusters Score -708443.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -708455.250000 Penalty: 2816.604492
	Iteration 68Q: 3 clusters Score -708455.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -708472.500000 Penalty: 2816.604492
	Iteration 69Q: 3 clusters Score -708472.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -708488.625000 Penalty: 2816.604492
	Iteration 70Q: 3 clusters Score -708488.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -708506.625000 Penalty: 2816.604492
	Iteration 71Q: 3 clusters Score -708506.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -708530.312500 Penalty: 2816.604492
	Iteration 72Q: 3 clusters Score -708530.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -708555.812500 Penalty: 2816.604492
	Iteration 73Q: 3 clusters Score -708555.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -708572.875000 Penalty: 2816.604492
	Iteration 74Q: 3 clusters Score -708572.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -708585.125000 Penalty: 2816.604492
	Iteration 75Q: 3 clusters Score -708585.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -708600.250000 Penalty: 2816.604492
	Iteration 76Q: 3 clusters Score -708600.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -708613.250000 Penalty: 2816.604492
	Iteration 77Q: 3 clusters Score -708613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -708621.937500 Penalty: 2816.604492
	Iteration 78Q: 3 clusters Score -708621.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -708630.687500 Penalty: 2816.604492
	Iteration 79Q: 3 clusters Score -708630.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -708635.562500 Penalty: 2816.604492
	Iteration 80F: 3 clusters Score -708635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -708638.187500 Penalty: 2816.604492
	Iteration 81Q: 3 clusters Score -708638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -708639.250000 Penalty: 2816.604492
	Iteration 82Q: 3 clusters Score -708639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -708639.562500 Penalty: 2816.604492
	Iteration 83Q: 3 clusters Score -708639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -708640.000000 Penalty: 2816.604492
	Iteration 84Q: 3 clusters Score -708640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -708642.000000 Penalty: 2816.604492
	Iteration 85Q: 3 clusters Score -708642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -708644.000000 Penalty: 2816.604492
	Iteration 86Q: 3 clusters Score -708644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -708644.437500 Penalty: 2816.604492
	Iteration 87Q: 3 clusters Score -708644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -708646.062500 Penalty: 2816.604492
	Iteration 88Q: 3 clusters Score -708646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -708646.250000 Penalty: 2816.604492
	Iteration 89Q: 3 clusters Score -708646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -708649.062500 Penalty: 2816.604492
	Iteration 90Q: 3 clusters Score -708649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -708651.312500 Penalty: 2816.604492
	Iteration 91Q: 3 clusters Score -708651.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -708653.312500 Penalty: 2816.604492
	Iteration 92Q: 3 clusters Score -708653.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -708653.875000 Penalty: 2816.604492
	Iteration 93Q: 3 clusters Score -708653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -708655.187500 Penalty: 2816.604492
	Iteration 94Q: 3 clusters Score -708655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -708655.187500 Penalty: 2816.604492
	Iteration 95F: 3 clusters Score -708655.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Entering Unmasked Estep 
Score: -6852051.000000 Penalty: 1768.587646
	Iteration 0F: 2 clusters Score -6852051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -6817322.500000 Penalty: 3537.175293
	Iteration 0F: 3 clusters Score -6817322 nChanged 25048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -6831284.500000 Penalty: 3537.175293
	Iteration 1F: 3 clusters Score -6831284 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -6831831.500000 Penalty: 3537.175293
	Iteration 2Q: 3 clusters Score -6831832 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -6832460.500000 Penalty: 3537.175293
	Iteration 3Q: 3 clusters Score -6832460 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -6833384.000000 Penalty: 3537.175293
	Iteration 4Q: 3 clusters Score -6833384 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -6834854.500000 Penalty: 3537.175293
	Iteration 5F: 3 clusters Score -6834854 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -6837342.500000 Penalty: 3537.175293
	Iteration 6F: 3 clusters Score -6837342 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -6840881.000000 Penalty: 3537.175293
	Iteration 7F: 3 clusters Score -6840881 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -6844716.000000 Penalty: 3537.175293
	Iteration 8F: 3 clusters Score -6844716 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -6847683.000000 Penalty: 3537.175293
	Iteration 9F: 3 clusters Score -6847683 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6849380.000000 Penalty: 3537.175293
	Iteration 10Q: 3 clusters Score -6849380 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6850131.500000 Penalty: 3537.175293
	Iteration 11Q: 3 clusters Score -6850132 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6850454.500000 Penalty: 3537.175293
	Iteration 12Q: 3 clusters Score -6850454 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6850596.500000 Penalty: 3537.175293
	Iteration 13Q: 3 clusters Score -6850596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6850662.000000 Penalty: 3537.175293
	Iteration 14Q: 3 clusters Score -6850662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6850703.500000 Penalty: 3537.175293
	Iteration 15Q: 3 clusters Score -6850704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6850734.000000 Penalty: 3537.175293
	Iteration 16Q: 3 clusters Score -6850734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6850744.500000 Penalty: 3537.175293
	Iteration 17Q: 3 clusters Score -6850744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6850758.500000 Penalty: 3537.175293
	Iteration 18Q: 3 clusters Score -6850758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6850760.000000 Penalty: 3537.175293
	Iteration 19Q: 3 clusters Score -6850760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6850768.500000 Penalty: 3537.175293
	Iteration 20F: 3 clusters Score -6850768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6850774.000000 Penalty: 3537.175293
	Iteration 21Q: 3 clusters Score -6850774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6850765.500000 Penalty: 3537.175293
	Iteration 22Q: 3 clusters Score -6850766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6850766.500000 Penalty: 3537.175293
	Iteration 23Q: 3 clusters Score -6850766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6850767.000000 Penalty: 3537.175293
	Iteration 24Q: 3 clusters Score -6850767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6850765.000000 Penalty: 3537.175293
	Iteration 25Q: 3 clusters Score -6850765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6850769.000000 Penalty: 3537.175293
	Iteration 26Q: 3 clusters Score -6850769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6850769.000000 Penalty: 3537.175293
	Iteration 27F: 3 clusters Score -6850769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Entering Unmasked Estep 
Score: -9058802.000000 Penalty: 1816.828491
	Iteration 0F: 2 clusters Score -9058802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -9010981.000000 Penalty: 3633.656982
	Iteration 0F: 3 clusters Score -9010981 nChanged 33956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -9030692.000000 Penalty: 3633.656982
	Iteration 1F: 3 clusters Score -9030692 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -9031401.000000 Penalty: 3633.656982
	Iteration 2Q: 3 clusters Score -9031401 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -9032495.000000 Penalty: 3633.656982
	Iteration 3Q: 3 clusters Score -9032495 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -9034171.000000 Penalty: 3633.656982
	Iteration 4Q: 3 clusters Score -9034171 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -9036990.000000 Penalty: 3633.656982
	Iteration 5F: 3 clusters Score -9036990 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -9041345.000000 Penalty: 3633.656982
	Iteration 6F: 3 clusters Score -9041345 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -9046850.000000 Penalty: 3633.656982
	Iteration 7F: 3 clusters Score -9046850 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -9051922.000000 Penalty: 3633.656982
	Iteration 8F: 3 clusters Score -9051922 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -9055071.000000 Penalty: 3633.656982
	Iteration 9Q: 3 clusters Score -9055071 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -9056596.000000 Penalty: 3633.656982
	Iteration 10Q: 3 clusters Score -9056596 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -9057302.000000 Penalty: 3633.656982
	Iteration 11Q: 3 clusters Score -9057302 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -9057605.000000 Penalty: 3633.656982
	Iteration 12Q: 3 clusters Score -9057605 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -9057747.000000 Penalty: 3633.656982
	Iteration 13Q: 3 clusters Score -9057747 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -9057795.000000 Penalty: 3633.656982
	Iteration 14Q: 3 clusters Score -9057795 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
Score: -9057846.000000 Penalty: 3633.656982
	Iteration 15Q: 3 clusters Score -9057846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -9057875.000000 Penalty: 3633.656982
	Iteration 16Q: 3 clusters Score -9057875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -9057892.000000 Penalty: 3633.656982
	Iteration 17Q: 3 clusters Score -9057892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -9057895.000000 Penalty: 3633.656982
	Iteration 18Q: 3 clusters Score -9057895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -9057891.000000 Penalty: 3633.656982
	Iteration 19Q: 3 clusters Score -9057891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -9057902.000000 Penalty: 3633.656982
	Iteration 20F: 3 clusters Score -9057902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -9057909.000000 Penalty: 3633.656982
	Iteration 21Q: 3 clusters Score -9057909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -9057911.000000 Penalty: 3633.656982
	Iteration 22Q: 3 clusters Score -9057911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -9057909.000000 Penalty: 3633.656982
	Iteration 23Q: 3 clusters Score -9057909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -9057906.000000 Penalty: 3633.656982
	Iteration 24Q: 3 clusters Score -9057906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -9057905.000000 Penalty: 3633.656982
	Iteration 25Q: 3 clusters Score -9057905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -9057905.000000 Penalty: 3633.656982
	Iteration 26Q: 3 clusters Score -9057905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -9057897.000000 Penalty: 3633.656982
	Iteration 27Q: 3 clusters Score -9057897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -9057911.000000 Penalty: 3633.656982
	Iteration 28Q: 3 clusters Score -9057911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -9057915.000000 Penalty: 3633.656982
	Iteration 29Q: 3 clusters Score -9057915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -9057916.000000 Penalty: 3633.656982
	Iteration 30Q: 3 clusters Score -9057916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -9057915.000000 Penalty: 3633.656982
	Iteration 31Q: 3 clusters Score -9057915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -9057911.000000 Penalty: 3633.656982
	Iteration 32Q: 3 clusters Score -9057911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -9057909.000000 Penalty: 3633.656982
	Iteration 33Q: 3 clusters Score -9057909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -9057912.000000 Penalty: 3633.656982
	Iteration 34Q: 3 clusters Score -9057912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -9057910.000000 Penalty: 3633.656982
	Iteration 35Q: 3 clusters Score -9057910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -9057905.000000 Penalty: 3633.656982
	Iteration 36Q: 3 clusters Score -9057905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -9057905.000000 Penalty: 3633.656982
	Iteration 37Q: 3 clusters Score -9057905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -9057905.000000 Penalty: 3633.656982
	Iteration 38F: 3 clusters Score -9057905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -156531.921875 Penalty: 1154.956665
	Iteration 0F: 2 clusters Score -156531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154935.250000 Penalty: 2309.913330
	Iteration 0F: 3 clusters Score -154935.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155223.781250 Penalty: 2309.913330
	Iteration 1F: 3 clusters Score -155223.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155297.484375 Penalty: 2309.913330
	Iteration 2F: 3 clusters Score -155297.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155331.140625 Penalty: 2309.913330
	Iteration 3Q: 3 clusters Score -155331.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155351.203125 Penalty: 2309.913330
	Iteration 4Q: 3 clusters Score -155351.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155365.406250 Penalty: 2309.913330
	Iteration 5Q: 3 clusters Score -155365.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -155378.921875 Penalty: 2309.913330
	Iteration 6Q: 3 clusters Score -155378.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -155391.484375 Penalty: 2309.913330
	Iteration 7Q: 3 clusters Score -155391.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -155398.765625 Penalty: 2309.913330
	Iteration 8Q: 3 clusters Score -155398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155399.968750 Penalty: 2309.913330
	Iteration 9Q: 3 clusters Score -155400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155401.812500 Penalty: 2309.913330
	Iteration 10Q: 3 clusters Score -155401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155404.203125 Penalty: 2309.913330
	Iteration 11Q: 3 clusters Score -155404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155406.500000 Penalty: 2309.913330
	Iteration 12Q: 3 clusters Score -155406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -155408.250000 Penalty: 2309.913330
	Iteration 13Q: 3 clusters Score -155408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -155409.031250 Penalty: 2309.913330
	Iteration 14Q: 3 clusters Score -155409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155409.843750 Penalty: 2309.913330
	Iteration 15Q: 3 clusters Score -155409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155410.390625 Penalty: 2309.913330
	Iteration 16Q: 3 clusters Score -155410.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155410.390625 Penalty: 2309.913330
	Iteration 17F: 3 clusters Score -155410.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Entering Unmasked Estep 
Score: -5139089.000000 Penalty: 1724.144287
	Iteration 0F: 2 clusters Score -5139089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -5111767.500000 Penalty: 3448.288574
	Iteration 0F: 3 clusters Score -5111768 nChanged 19037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5122633.500000 Penalty: 3448.288574
	Iteration 1F: 3 clusters Score -5122634 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5123222.500000 Penalty: 3448.288574
	Iteration 2Q: 3 clusters Score -5123222 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5124101.500000 Penalty: 3448.288574
	Iteration 3Q: 3 clusters Score -5124102 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5125678.000000 Penalty: 3448.288574
	Iteration 4F: 3 clusters Score -5125678 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5128497.000000 Penalty: 3448.288574
	Iteration 5F: 3 clusters Score -5128497 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -5132289.500000 Penalty: 3448.288574
	Iteration 6F: 3 clusters Score -5132290 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5135373.000000 Penalty: 3448.288574
	Iteration 7F: 3 clusters Score -5135373 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5136777.500000 Penalty: 3448.288574
	Iteration 8Q: 3 clusters Score -5136778 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5137282.000000 Penalty: 3448.288574
	Iteration 9Q: 3 clusters Score -5137282 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5137421.000000 Penalty: 3448.288574
	Iteration 10Q: 3 clusters Score -5137421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5137458.000000 Penalty: 3448.288574
	Iteration 11Q: 3 clusters Score -5137458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5137483.500000 Penalty: 3448.288574
	Iteration 12Q: 3 clusters Score -5137484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5137497.500000 Penalty: 3448.288574
	Iteration 13Q: 3 clusters Score -5137498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5137504.000000 Penalty: 3448.288574
	Iteration 14Q: 3 clusters Score -5137504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5137503.500000 Penalty: 3448.288574
	Iteration 15Q: 3 clusters Score -5137504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5137503.500000 Penalty: 3448.288574
	Iteration 16F: 3 clusters Score -5137504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Entering Unmasked Estep 
Score: -5572822.500000 Penalty: 1733.576660
	Iteration 0F: 2 clusters Score -5572822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5544514.000000 Penalty: 3467.153320
	Iteration 0F: 3 clusters Score -5544514 nChanged 19996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -5555678.000000 Penalty: 3467.153320
	Iteration 1F: 3 clusters Score -5555678 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -5556036.500000 Penalty: 3467.153320
	Iteration 2Q: 3 clusters Score -5556036 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -5556384.500000 Penalty: 3467.153320
	Iteration 3Q: 3 clusters Score -5556384 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5556668.000000 Penalty: 3467.153320
	Iteration 4Q: 3 clusters Score -5556668 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -5557104.500000 Penalty: 3467.153320
	Iteration 5Q: 3 clusters Score -5557104 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -5557618.000000 Penalty: 3467.153320
	Iteration 6Q: 3 clusters Score -5557618 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5558383.500000 Penalty: 3467.153320
	Iteration 7Q: 3 clusters Score -5558384 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5559562.000000 Penalty: 3467.153320
	Iteration 8Q: 3 clusters Score -5559562 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -5561340.000000 Penalty: 3467.153320
	Iteration 9F: 3 clusters Score -5561340 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -5563280.000000 Penalty: 3467.153320
	Iteration 10F: 3 clusters Score -5563280 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -5564701.000000 Penalty: 3467.153320
	Iteration 11F: 3 clusters Score -5564701 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -5565306.000000 Penalty: 3467.153320
	Iteration 12Q: 3 clusters Score -5565306 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -5565671.500000 Penalty: 3467.153320
	Iteration 13Q: 3 clusters Score -5565672 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -5565930.000000 Penalty: 3467.153320
	Iteration 14Q: 3 clusters Score -5565930 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -5566197.500000 Penalty: 3467.153320
	Iteration 15Q: 3 clusters Score -5566198 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -5566456.000000 Penalty: 3467.153320
	Iteration 16Q: 3 clusters Score -5566456 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -5566749.500000 Penalty: 3467.153320
	Iteration 17Q: 3 clusters Score -5566750 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5567109.500000 Penalty: 3467.153320
	Iteration 18Q: 3 clusters Score -5567110 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -5567479.500000 Penalty: 3467.153320
	Iteration 19Q: 3 clusters Score -5567480 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -5567811.500000 Penalty: 3467.153320
	Iteration 20F: 3 clusters Score -5567812 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -5568141.000000 Penalty: 3467.153320
	Iteration 21Q: 3 clusters Score -5568141 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -5568512.500000 Penalty: 3467.153320
	Iteration 22Q: 3 clusters Score -5568512 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -5568819.500000 Penalty: 3467.153320
	Iteration 23Q: 3 clusters Score -5568820 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5569180.000000 Penalty: 3467.153320
	Iteration 24Q: 3 clusters Score -5569180 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5569558.500000 Penalty: 3467.153320
	Iteration 25Q: 3 clusters Score -5569558 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -5569901.500000 Penalty: 3467.153320
	Iteration 26Q: 3 clusters Score -5569902 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5570204.000000 Penalty: 3467.153320
	Iteration 27Q: 3 clusters Score -5570204 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5570458.500000 Penalty: 3467.153320
	Iteration 28Q: 3 clusters Score -5570458 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -5570701.500000 Penalty: 3467.153320
	Iteration 29Q: 3 clusters Score -5570702 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5570882.000000 Penalty: 3467.153320
	Iteration 30Q: 3 clusters Score -5570882 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -5571057.500000 Penalty: 3467.153320
	Iteration 31Q: 3 clusters Score -5571058 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5571169.500000 Penalty: 3467.153320
	Iteration 32Q: 3 clusters Score -5571170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5571238.000000 Penalty: 3467.153320
	Iteration 33Q: 3 clusters Score -5571238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -5571280.000000 Penalty: 3467.153320
	Iteration 34Q: 3 clusters Score -5571280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -5571304.500000 Penalty: 3467.153320
	Iteration 35Q: 3 clusters Score -5571304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -5571312.500000 Penalty: 3467.153320
	Iteration 36Q: 3 clusters Score -5571312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5571324.000000 Penalty: 3467.153320
	Iteration 37Q: 3 clusters Score -5571324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -5571346.000000 Penalty: 3467.153320
	Iteration 38Q: 3 clusters Score -5571346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -5571354.000000 Penalty: 3467.153320
	Iteration 39Q: 3 clusters Score -5571354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -5571360.000000 Penalty: 3467.153320
	Iteration 40F: 3 clusters Score -5571360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -5571364.500000 Penalty: 3467.153320
	Iteration 41Q: 3 clusters Score -5571364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -5571369.000000 Penalty: 3467.153320
	Iteration 42Q: 3 clusters Score -5571369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -5571373.500000 Penalty: 3467.153320
	Iteration 43Q: 3 clusters Score -5571374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -5571379.500000 Penalty: 3467.153320
	Iteration 44Q: 3 clusters Score -5571380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -5571383.500000 Penalty: 3467.153320
	Iteration 45Q: 3 clusters Score -5571384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5571392.500000 Penalty: 3467.153320
	Iteration 46Q: 3 clusters Score -5571392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -5571397.500000 Penalty: 3467.153320
	Iteration 47Q: 3 clusters Score -5571398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5571400.500000 Penalty: 3467.153320
	Iteration 48Q: 3 clusters Score -5571400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5571407.000000 Penalty: 3467.153320
	Iteration 49Q: 3 clusters Score -5571407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5571408.000000 Penalty: 3467.153320
	Iteration 50Q: 3 clusters Score -5571408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5571411.500000 Penalty: 3467.153320
	Iteration 51Q: 3 clusters Score -5571412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5571416.000000 Penalty: 3467.153320
	Iteration 52Q: 3 clusters Score -5571416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -5571415.000000 Penalty: 3467.153320
	Iteration 53Q: 3 clusters Score -5571415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5571420.000000 Penalty: 3467.153320
	Iteration 54Q: 3 clusters Score -5571420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -5571426.500000 Penalty: 3467.153320
	Iteration 55Q: 3 clusters Score -5571426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -5571423.000000 Penalty: 3467.153320
	Iteration 56Q: 3 clusters Score -5571423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -5571421.000000 Penalty: 3467.153320
	Iteration 57Q: 3 clusters Score -5571421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -5571422.000000 Penalty: 3467.153320
	Iteration 58Q: 3 clusters Score -5571422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5571422.000000 Penalty: 3467.153320
	Iteration 59Q: 3 clusters Score -5571422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -5571423.000000 Penalty: 3467.153320
	Iteration 60F: 3 clusters Score -5571423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5571425.000000 Penalty: 3467.153320
	Iteration 61Q: 3 clusters Score -5571425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -5571428.000000 Penalty: 3467.153320
	Iteration 62Q: 3 clusters Score -5571428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -5571431.500000 Penalty: 3467.153320
	Iteration 63Q: 3 clusters Score -5571432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5571425.500000 Penalty: 3467.153320
	Iteration 64Q: 3 clusters Score -5571426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5571428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -5571428.500000 Penalty: 3467.153320
	Iteration 66Q: 3 clusters Score -5571428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -5571428.500000 Penalty: 3467.153320
	Iteration 67F: 3 clusters Score -5571428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10899 members 
Mstep: Class 3 contains 60771 members 
Mstep: Class 4 contains 86140 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 7 contains 80094 members 
Mstep: Class 10 contains 7993 members 
Mstep: Class 11 contains 30544 members 
Mstep: Class 12 contains 28318 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 53296 members 
Mstep: Class 18 contains 71717 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 22 contains 40543 members 
Mstep: Class 23 contains 42966 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 18 clusters Score -6.580363e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10891 members 
Mstep: Class 3 contains 60601 members 
Mstep: Class 4 contains 86187 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 79587 members 
Mstep: Class 10 contains 7900 members 
Mstep: Class 11 contains 30551 members 
Mstep: Class 12 contains 28236 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 53313 members 
Mstep: Class 18 contains 71896 members 
Mstep: Class 20 contains 1223 members 
Mstep: Class 22 contains 40437 members 
Mstep: Class 23 contains 43680 members 
Entering Unmasked Estep 
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Iteration 120F: 18 clusters Score -6.580448e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10879 members 
Mstep: Class 3 contains 60463 members 
Mstep: Class 4 contains 86171 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 79428 members 
Mstep: Class 10 contains 7816 members 
Mstep: Class 11 contains 30562 members 
Mstep: Class 12 contains 28118 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 5810 members 
Mstep: Class 15 contains 53315 members 
Mstep: Class 18 contains 71682 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 22 contains 40345 members 
Mstep: Class 23 contains 44137 members 
Entering Unmasked Estep 
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Iteration 121Q: 18 clusters Score -6.5805e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10862 members 
Mstep: Class 3 contains 60351 members 
Mstep: Class 4 contains 86125 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 4131 members 
Mstep: Class 7 contains 79409 members 
Mstep: Class 10 contains 7737 members 
Mstep: Class 11 contains 30569 members 
Mstep: Class 12 contains 28010 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 53325 members 
Mstep: Class 18 contains 71485 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 22 contains 40248 members 
Mstep: Class 23 contains 44519 members 
Entering Unmasked Estep 
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Iteration 122Q: 18 clusters Score -6.580532e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10837 members 
Mstep: Class 3 contains 60246 members 
Mstep: Class 4 contains 86095 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 79440 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 30580 members 
Mstep: Class 12 contains 27920 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 53306 members 
Mstep: Class 18 contains 71301 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 22 contains 40202 members 
Mstep: Class 23 contains 44783 members 
Entering Unmasked Estep 
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Iteration 123Q: 18 clusters Score -6.580548e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10815 members 
Mstep: Class 3 contains 60165 members 
Mstep: Class 4 contains 86087 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 79498 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 30586 members 
Mstep: Class 12 contains 27826 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 5803 members 
Mstep: Class 15 contains 53276 members 
Mstep: Class 18 contains 71075 members 
Mstep: Class 20 contains 1222 members 
Mstep: Class 22 contains 40179 members 
Mstep: Class 23 contains 44978 members 
Entering Unmasked Estep 
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Iteration 124Q: 18 clusters Score -6.580577e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10798 members 
Mstep: Class 3 contains 60106 members 
Mstep: Class 4 contains 86029 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 79567 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 30585 members 
Mstep: Class 12 contains 27747 members 
Mstep: Class 13 contains 1376 members 
Mstep: Class 14 contains 5803 members 
Mstep: Class 15 contains 53267 members 
Mstep: Class 18 contains 70885 members 
Mstep: Class 20 contains 1222 members 
Mstep: Class 22 contains 40184 members 
Mstep: Class 23 contains 45119 members 
Entering Unmasked Estep 
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Iteration 125Q: 18 clusters Score -6.580587e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10786 members 
Mstep: Class 3 contains 60055 members 
Mstep: Class 4 contains 85980 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5041 members 
Mstep: Class 7 contains 79622 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 30579 members 
Mstep: Class 12 contains 27683 members 
Mstep: Class 13 contains 1385 members 
Mstep: Class 14 contains 5800 members 
Mstep: Class 15 contains 53247 members 
Mstep: Class 18 contains 70732 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 22 contains 40193 members 
Mstep: Class 23 contains 45241 members 
Entering Unmasked Estep 
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Iteration 126Q: 18 clusters Score -6.580598e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10777 members 
Mstep: Class 3 contains 60018 members 
Mstep: Class 4 contains 85953 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 79672 members 
Mstep: Class 10 contains 7574 members 
Mstep: Class 11 contains 30569 members 
Mstep: Class 12 contains 27628 members 
Mstep: Class 13 contains 1390 members 
Mstep: Class 14 contains 5802 members 
Mstep: Class 15 contains 53226 members 
Mstep: Class 18 contains 70603 members 
Mstep: Class 20 contains 1225 members 
Mstep: Class 22 contains 40213 members 
Mstep: Class 23 contains 45339 members 
Entering Unmasked Estep 
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Iteration 127Q: 18 clusters Score -6.580602e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10768 members 
Mstep: Class 3 contains 59984 members 
Mstep: Class 4 contains 85907 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 79694 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 30559 members 
Mstep: Class 12 contains 27583 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 53215 members 
Mstep: Class 18 contains 70491 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 22 contains 40244 members 
Mstep: Class 23 contains 45440 members 
Entering Unmasked Estep 
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Iteration 128Q: 18 clusters Score -6.580604e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10755 members 
Mstep: Class 3 contains 59960 members 
Mstep: Class 4 contains 85878 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 79709 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 27546 members 
Mstep: Class 13 contains 1395 members 
Mstep: Class 14 contains 5811 members 
Mstep: Class 15 contains 53200 members 
Mstep: Class 18 contains 70399 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 22 contains 40273 members 
Mstep: Class 23 contains 45535 members 
Entering Unmasked Estep 
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Iteration 129Q: 18 clusters Score -6.580594e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 59943 members 
Mstep: Class 4 contains 85856 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 79716 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 30553 members 
Mstep: Class 12 contains 27514 members 
Mstep: Class 13 contains 1396 members 
Mstep: Class 14 contains 5812 members 
Mstep: Class 15 contains 53181 members 
Mstep: Class 18 contains 70307 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 22 contains 40306 members 
Mstep: Class 23 contains 45612 members 
Entering Unmasked Estep 
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Iteration 130Q: 18 clusters Score -6.580601e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10734 members 
Mstep: Class 3 contains 59928 members 
Mstep: Class 4 contains 85843 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 79721 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 30555 members 
Mstep: Class 12 contains 27478 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5811 members 
Mstep: Class 15 contains 53163 members 
Mstep: Class 18 contains 70237 members 
Mstep: Class 20 contains 1225 members 
Mstep: Class 22 contains 40336 members 
Mstep: Class 23 contains 45675 members 
Entering Unmasked Estep 
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Iteration 131Q: 18 clusters Score -6.580606e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 59913 members 
Mstep: Class 4 contains 85823 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 79725 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 30556 members 
Mstep: Class 12 contains 27441 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5812 members 
Mstep: Class 15 contains 53145 members 
Mstep: Class 18 contains 70184 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 22 contains 40365 members 
Mstep: Class 23 contains 45746 members 
Entering Unmasked Estep 
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Iteration 132Q: 18 clusters Score -6.580612e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 59893 members 
Mstep: Class 4 contains 85825 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 79707 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 30551 members 
Mstep: Class 12 contains 27415 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 53138 members 
Mstep: Class 18 contains 70130 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 22 contains 40402 members 
Mstep: Class 23 contains 45812 members 
Entering Unmasked Estep 
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Iteration 133Q: 18 clusters Score -6.580608e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 59880 members 
Mstep: Class 4 contains 85824 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5608 members 
Mstep: Class 7 contains 79708 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 30554 members 
Mstep: Class 12 contains 27386 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 53129 members 
Mstep: Class 18 contains 70080 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 22 contains 40421 members 
Mstep: Class 23 contains 45857 members 
Entering Unmasked Estep 
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Iteration 134Q: 18 clusters Score -6.580618e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 59874 members 
Mstep: Class 4 contains 85814 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5646 members 
Mstep: Class 7 contains 79719 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 11 contains 30558 members 
Mstep: Class 12 contains 27359 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 53120 members 
Mstep: Class 18 contains 70025 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 22 contains 40442 members 
Mstep: Class 23 contains 45895 members 
Entering Unmasked Estep 
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Iteration 135Q: 18 clusters Score -6.580611e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 59867 members 
Mstep: Class 4 contains 85821 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 79721 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 11 contains 30556 members 
Mstep: Class 12 contains 27340 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 53103 members 
Mstep: Class 18 contains 69978 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 22 contains 40468 members 
Mstep: Class 23 contains 45929 members 
Entering Unmasked Estep 
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Iteration 136Q: 18 clusters Score -6.580606e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 59865 members 
Mstep: Class 4 contains 85824 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5704 members 
Mstep: Class 7 contains 79715 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 30559 members 
Mstep: Class 12 contains 27325 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 53087 members 
Mstep: Class 18 contains 69939 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40483 members 
Mstep: Class 23 contains 45965 members 
Entering Unmasked Estep 
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Iteration 137Q: 18 clusters Score -6.580616e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 59857 members 
Mstep: Class 4 contains 85824 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 79710 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 11 contains 30560 members 
Mstep: Class 12 contains 27315 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 53076 members 
Mstep: Class 18 contains 69912 members 
Mstep: Class 20 contains 1230 members 
Mstep: Class 22 contains 40494 members 
Mstep: Class 23 contains 45998 members 
Entering Unmasked Estep 
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Iteration 138Q: 18 clusters Score -6.580612e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 59848 members 
Mstep: Class 4 contains 85808 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5736 members 
Mstep: Class 7 contains 79708 members 
Mstep: Class 10 contains 7538 members 
Mstep: Class 11 contains 30560 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 53069 members 
Mstep: Class 18 contains 69889 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 22 contains 40511 members 
Mstep: Class 23 contains 46030 members 
Entering Unmasked Estep 
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Iteration 139Q: 18 clusters Score -6.580613e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 59839 members 
Mstep: Class 4 contains 85789 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 79712 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 30562 members 
Mstep: Class 12 contains 27296 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 53063 members 
Mstep: Class 18 contains 69872 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 22 contains 40523 members 
Mstep: Class 23 contains 46052 members 
Entering Unmasked Estep 
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Iteration 140F: 18 clusters Score -6.580612e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 59829 members 
Mstep: Class 4 contains 85789 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 79708 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 30567 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 53053 members 
Mstep: Class 18 contains 69777 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 22 contains 40531 members 
Mstep: Class 23 contains 46066 members 
Entering Unmasked Estep 
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Iteration 141Q: 18 clusters Score -6.580611e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 59822 members 
Mstep: Class 4 contains 85786 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 79690 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 30569 members 
Mstep: Class 12 contains 27283 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 53033 members 
Mstep: Class 18 contains 69684 members 
Mstep: Class 20 contains 1240 members 
Mstep: Class 22 contains 40542 members 
Mstep: Class 23 contains 46082 members 
Entering Unmasked Estep 
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Iteration 142Q: 18 clusters Score -6.580619e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 59818 members 
Mstep: Class 4 contains 85791 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6099 members 
Mstep: Class 7 contains 79682 members 
Mstep: Class 10 contains 7488 members 
Mstep: Class 11 contains 30572 members 
Mstep: Class 12 contains 27268 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 53012 members 
Mstep: Class 18 contains 69606 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 22 contains 40555 members 
Mstep: Class 23 contains 46102 members 
Entering Unmasked Estep 
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Iteration 143Q: 18 clusters Score -6.580632e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 59809 members 
Mstep: Class 4 contains 85783 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 7 contains 79683 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 30581 members 
Mstep: Class 12 contains 27253 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 53004 members 
Mstep: Class 18 contains 69537 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 22 contains 40570 members 
Mstep: Class 23 contains 46127 members 
Entering Unmasked Estep 
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Iteration 144Q: 18 clusters Score -6.580626e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 59799 members 
Mstep: Class 4 contains 85793 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6264 members 
Mstep: Class 7 contains 79667 members 
Mstep: Class 10 contains 7462 members 
Mstep: Class 11 contains 30585 members 
Mstep: Class 12 contains 27238 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52996 members 
Mstep: Class 18 contains 69460 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 22 contains 40593 members 
Mstep: Class 23 contains 46142 members 
Entering Unmasked Estep 
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Iteration 145Q: 18 clusters Score -6.580643e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 59786 members 
Mstep: Class 4 contains 85795 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 79661 members 
Mstep: Class 10 contains 7457 members 
Mstep: Class 11 contains 30588 members 
Mstep: Class 12 contains 27218 members 
Mstep: Class 13 contains 1400 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52990 members 
Mstep: Class 18 contains 69401 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 22 contains 40621 members 
Mstep: Class 23 contains 46155 members 
Entering Unmasked Estep 
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Iteration 146Q: 18 clusters Score -6.58065e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 59774 members 
Mstep: Class 4 contains 85793 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 79660 members 
Mstep: Class 10 contains 7452 members 
Mstep: Class 11 contains 30595 members 
Mstep: Class 12 contains 27198 members 
Mstep: Class 13 contains 1401 members 
Mstep: Class 14 contains 5818 members 
Mstep: Class 15 contains 52984 members 
Mstep: Class 18 contains 69339 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 22 contains 40656 members 
Mstep: Class 23 contains 46168 members 
Entering Unmasked Estep 
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Iteration 147Q: 18 clusters Score -6.580646e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 59768 members 
Mstep: Class 4 contains 85808 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6422 members 
Mstep: Class 7 contains 79666 members 
Mstep: Class 10 contains 7449 members 
Mstep: Class 11 contains 30601 members 
Mstep: Class 12 contains 27178 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 5819 members 
Mstep: Class 15 contains 52974 members 
Mstep: Class 18 contains 69288 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40682 members 
Mstep: Class 23 contains 46169 members 
Entering Unmasked Estep 
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Iteration 148Q: 18 clusters Score -6.580641e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 59759 members 
Mstep: Class 4 contains 85808 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 79667 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 30602 members 
Mstep: Class 12 contains 27164 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52961 members 
Mstep: Class 18 contains 69264 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40710 members 
Mstep: Class 23 contains 46173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806424.000000 Penalty: 36390.246094
Iteration 149Q: 18 clusters Score -6.580642e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 59755 members 
Mstep: Class 4 contains 85811 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6495 members 
Mstep: Class 7 contains 79667 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 30603 members 
Mstep: Class 12 contains 27150 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 5812 members 
Mstep: Class 15 contains 52951 members 
Mstep: Class 18 contains 69240 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40737 members 
Mstep: Class 23 contains 46170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806460.000000 Penalty: 36390.246094
Iteration 150Q: 18 clusters Score -6.580646e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 59750 members 
Mstep: Class 4 contains 85804 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 79668 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 30605 members 
Mstep: Class 12 contains 27137 members 
Mstep: Class 13 contains 1407 members 
Mstep: Class 14 contains 5809 members 
Mstep: Class 15 contains 52948 members 
Mstep: Class 18 contains 69227 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40754 members 
Mstep: Class 23 contains 46175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806448.000000 Penalty: 36390.246094
Iteration 151Q: 18 clusters Score -6.580645e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 59746 members 
Mstep: Class 4 contains 85800 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6555 members 
Mstep: Class 7 contains 79677 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 30607 members 
Mstep: Class 12 contains 27121 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 5807 members 
Mstep: Class 15 contains 52942 members 
Mstep: Class 18 contains 69211 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40772 members 
Mstep: Class 23 contains 46174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806468.000000 Penalty: 36390.246094
Iteration 152Q: 18 clusters Score -6.580647e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 59740 members 
Mstep: Class 4 contains 85799 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 79688 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 30605 members 
Mstep: Class 12 contains 27099 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 52936 members 
Mstep: Class 18 contains 69197 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40790 members 
Mstep: Class 23 contains 46173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806532.000000 Penalty: 36390.246094
Iteration 153Q: 18 clusters Score -6.580653e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 59736 members 
Mstep: Class 4 contains 85808 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 79697 members 
Mstep: Class 10 contains 7396 members 
Mstep: Class 11 contains 30601 members 
Mstep: Class 12 contains 27089 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 52933 members 
Mstep: Class 18 contains 69183 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40797 members 
Mstep: Class 23 contains 46163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806464.000000 Penalty: 36390.246094
Iteration 154Q: 18 clusters Score -6.580646e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 59733 members 
Mstep: Class 4 contains 85807 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 79703 members 
Mstep: Class 10 contains 7392 members 
Mstep: Class 11 contains 30603 members 
Mstep: Class 12 contains 27081 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 52932 members 
Mstep: Class 18 contains 69175 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40800 members 
Mstep: Class 23 contains 46158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806404.000000 Penalty: 36390.246094
Iteration 155Q: 18 clusters Score -6.58064e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 59729 members 
Mstep: Class 4 contains 85796 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 79709 members 
Mstep: Class 10 contains 7390 members 
Mstep: Class 11 contains 30599 members 
Mstep: Class 12 contains 27076 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 52934 members 
Mstep: Class 18 contains 69165 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 22 contains 40810 members 
Mstep: Class 23 contains 46165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806396.000000 Penalty: 36390.246094
Iteration 156Q: 18 clusters Score -6.58064e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 59728 members 
Mstep: Class 4 contains 85793 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6636 members 
Mstep: Class 7 contains 79715 members 
Mstep: Class 10 contains 7390 members 
Mstep: Class 11 contains 30596 members 
Mstep: Class 12 contains 27070 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 5810 members 
Mstep: Class 15 contains 52928 members 
Mstep: Class 18 contains 69159 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40817 members 
Mstep: Class 23 contains 46165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806436.000000 Penalty: 36390.246094
Iteration 157Q: 18 clusters Score -6.580644e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 59725 members 
Mstep: Class 4 contains 85790 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6640 members 
Mstep: Class 7 contains 79719 members 
Mstep: Class 10 contains 7389 members 
Mstep: Class 11 contains 30598 members 
Mstep: Class 12 contains 27068 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 5812 members 
Mstep: Class 15 contains 52923 members 
Mstep: Class 18 contains 69152 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 22 contains 40825 members 
Mstep: Class 23 contains 46167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806428.000000 Penalty: 36390.246094
Iteration 158Q: 18 clusters Score -6.580643e+07 nChanged 50
Entering ConstructFrom: 
Score: -65806428.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -69447.507812 Penalty: 1040.580811
	Iteration 0F: 2 clusters Score -69447.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68302.500000 Penalty: 2081.161621
	Iteration 0F: 3 clusters Score -68302.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68496.656250 Penalty: 2081.161621
	Iteration 1F: 3 clusters Score -68496.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68567.187500 Penalty: 2081.161621
	Iteration 2F: 3 clusters Score -68567.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68613.859375 Penalty: 2081.161621
	Iteration 3Q: 3 clusters Score -68613.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68647.390625 Penalty: 2081.161621
	Iteration 4Q: 3 clusters Score -68647.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68667.562500 Penalty: 2081.161621
	Iteration 5Q: 3 clusters Score -68667.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68713.031250 Penalty: 2081.161621
	Iteration 6Q: 3 clusters Score -68713.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68762.164062 Penalty: 2081.161621
	Iteration 7Q: 3 clusters Score -68762.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68826.554688 Penalty: 2081.161621
	Iteration 8Q: 3 clusters Score -68826.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68911.039062 Penalty: 2081.161621
	Iteration 9Q: 3 clusters Score -68911.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68949.898438 Penalty: 2081.161621
	Iteration 10Q: 3 clusters Score -68949.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68974.781250 Penalty: 2081.161621
	Iteration 11Q: 3 clusters Score -68974.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68994.664062 Penalty: 2081.161621
	Iteration 12Q: 3 clusters Score -68994.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69009.976562 Penalty: 2081.161621
	Iteration 13Q: 3 clusters Score -69009.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69023.867188 Penalty: 2081.161621
	Iteration 14Q: 3 clusters Score -69023.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69038.632812 Penalty: 2081.161621
	Iteration 15Q: 3 clusters Score -69038.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69054.359375 Penalty: 2081.161621
	Iteration 16Q: 3 clusters Score -69054.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69069.718750 Penalty: 2081.161621
	Iteration 17Q: 3 clusters Score -69069.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69080.054688 Penalty: 2081.161621
	Iteration 18Q: 3 clusters Score -69080.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69088.984375 Penalty: 2081.161621
	Iteration 19Q: 3 clusters Score -69088.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69103.046875 Penalty: 2081.161621
	Iteration 20F: 3 clusters Score -69103.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69106.351562 Penalty: 2081.161621
	Iteration 21Q: 3 clusters Score -69106.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69108.625000 Penalty: 2081.161621
	Iteration 22Q: 3 clusters Score -69108.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69110.226562 Penalty: 2081.161621
	Iteration 23Q: 3 clusters Score -69110.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69111.695312 Penalty: 2081.161621
	Iteration 24Q: 3 clusters Score -69111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69111.695312 Penalty: 2081.161621
	Iteration 25F: 3 clusters Score -69111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Entering Unmasked Estep 
Score: -1369117.500000 Penalty: 1507.674805
	Iteration 0F: 2 clusters Score -1369118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1361521.250000 Penalty: 3015.349609
	Iteration 0F: 3 clusters Score -1361521 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1364070.750000 Penalty: 3015.349609
	Iteration 1F: 3 clusters Score -1364071 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1364311.625000 Penalty: 3015.349609
	Iteration 2F: 3 clusters Score -1364312 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1364475.625000 Penalty: 3015.349609
	Iteration 3Q: 3 clusters Score -1364476 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1364609.000000 Penalty: 3015.349609
	Iteration 4Q: 3 clusters Score -1364609 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1364707.250000 Penalty: 3015.349609
	Iteration 5Q: 3 clusters Score -1364707 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1364820.375000 Penalty: 3015.349609
	Iteration 6Q: 3 clusters Score -1364820 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1364947.375000 Penalty: 3015.349609
	Iteration 7Q: 3 clusters Score -1364947 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1365075.750000 Penalty: 3015.349609
	Iteration 8Q: 3 clusters Score -1365076 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1365225.125000 Penalty: 3015.349609
	Iteration 9Q: 3 clusters Score -1365225 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1365394.625000 Penalty: 3015.349609
	Iteration 10Q: 3 clusters Score -1365395 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1365622.125000 Penalty: 3015.349609
	Iteration 11Q: 3 clusters Score -1365622 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1365913.875000 Penalty: 3015.349609
	Iteration 12Q: 3 clusters Score -1365914 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1366214.750000 Penalty: 3015.349609
	Iteration 13Q: 3 clusters Score -1366215 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1366422.000000 Penalty: 3015.349609
	Iteration 14Q: 3 clusters Score -1366422 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1366539.250000 Penalty: 3015.349609
	Iteration 15Q: 3 clusters Score -1366539 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1366606.625000 Penalty: 3015.349609
	Iteration 16Q: 3 clusters Score -1366607 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1366646.750000 Penalty: 3015.349609
	Iteration 17Q: 3 clusters Score -1366647 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1366684.000000 Penalty: 3015.349609
	Iteration 18Q: 3 clusters Score -1366684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1366708.250000 Penalty: 3015.349609
	Iteration 19Q: 3 clusters Score -1366708 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1366742.250000 Penalty: 3015.349609
	Iteration 20F: 3 clusters Score -1366742 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1366771.875000 Penalty: 3015.349609
	Iteration 21Q: 3 clusters Score -1366772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1366792.125000 Penalty: 3015.349609
	Iteration 22Q: 3 clusters Score -1366792 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1366821.250000 Penalty: 3015.349609
	Iteration 23Q: 3 clusters Score -1366821 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1366846.750000 Penalty: 3015.349609
	Iteration 24Q: 3 clusters Score -1366847 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1366869.875000 Penalty: 3015.349609
	Iteration 25Q: 3 clusters Score -1366870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1366890.875000 Penalty: 3015.349609
	Iteration 26Q: 3 clusters Score -1366891 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1366926.625000 Penalty: 3015.349609
	Iteration 27Q: 3 clusters Score -1366927 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1366964.500000 Penalty: 3015.349609
	Iteration 28Q: 3 clusters Score -1366964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1366991.500000 Penalty: 3015.349609
	Iteration 29Q: 3 clusters Score -1366992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1367019.250000 Penalty: 3015.349609
	Iteration 30Q: 3 clusters Score -1367019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1367044.625000 Penalty: 3015.349609
	Iteration 31Q: 3 clusters Score -1367045 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1367072.250000 Penalty: 3015.349609
	Iteration 32Q: 3 clusters Score -1367072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1367091.750000 Penalty: 3015.349609
	Iteration 33Q: 3 clusters Score -1367092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1367109.625000 Penalty: 3015.349609
	Iteration 34Q: 3 clusters Score -1367110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1367121.750000 Penalty: 3015.349609
	Iteration 35Q: 3 clusters Score -1367122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1367127.750000 Penalty: 3015.349609
	Iteration 36Q: 3 clusters Score -1367128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1367132.000000 Penalty: 3015.349609
	Iteration 37Q: 3 clusters Score -1367132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1367137.750000 Penalty: 3015.349609
	Iteration 38Q: 3 clusters Score -1367138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1367143.375000 Penalty: 3015.349609
	Iteration 39Q: 3 clusters Score -1367143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1367151.125000 Penalty: 3015.349609
	Iteration 40F: 3 clusters Score -1367151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1367161.250000 Penalty: 3015.349609
	Iteration 41Q: 3 clusters Score -1367161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1367167.375000 Penalty: 3015.349609
	Iteration 42Q: 3 clusters Score -1367167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1367171.500000 Penalty: 3015.349609
	Iteration 43Q: 3 clusters Score -1367172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1367181.125000 Penalty: 3015.349609
	Iteration 44Q: 3 clusters Score -1367181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1367184.875000 Penalty: 3015.349609
	Iteration 45Q: 3 clusters Score -1367185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1367193.750000 Penalty: 3015.349609
	Iteration 46Q: 3 clusters Score -1367194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1367198.250000 Penalty: 3015.349609
	Iteration 47Q: 3 clusters Score -1367198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1367206.250000 Penalty: 3015.349609
	Iteration 48Q: 3 clusters Score -1367206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1367210.375000 Penalty: 3015.349609
	Iteration 49Q: 3 clusters Score -1367210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1367217.500000 Penalty: 3015.349609
	Iteration 50Q: 3 clusters Score -1367218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1367231.625000 Penalty: 3015.349609
	Iteration 51Q: 3 clusters Score -1367232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1367237.625000 Penalty: 3015.349609
	Iteration 52Q: 3 clusters Score -1367238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1367242.750000 Penalty: 3015.349609
	Iteration 53Q: 3 clusters Score -1367243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1367242.250000 Penalty: 3015.349609
	Iteration 54Q: 3 clusters Score -1367242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1367244.500000 Penalty: 3015.349609
	Iteration 55Q: 3 clusters Score -1367244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1367245.875000 Penalty: 3015.349609
	Iteration 56Q: 3 clusters Score -1367246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1367254.750000 Penalty: 3015.349609
	Iteration 57Q: 3 clusters Score -1367255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1367261.500000 Penalty: 3015.349609
	Iteration 58Q: 3 clusters Score -1367262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1367265.875000 Penalty: 3015.349609
	Iteration 59Q: 3 clusters Score -1367266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1367265.375000 Penalty: 3015.349609
	Iteration 60F: 3 clusters Score -1367265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1367271.000000 Penalty: 3015.349609
	Iteration 61Q: 3 clusters Score -1367271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1367269.875000 Penalty: 3015.349609
	Iteration 62Q: 3 clusters Score -1367270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1367272.625000 Penalty: 3015.349609
	Iteration 63Q: 3 clusters Score -1367273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1367275.750000 Penalty: 3015.349609
	Iteration 64Q: 3 clusters Score -1367276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1367277.500000 Penalty: 3015.349609
	Iteration 65Q: 3 clusters Score -1367278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1367273.875000 Penalty: 3015.349609
	Iteration 66Q: 3 clusters Score -1367274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1367275.000000 Penalty: 3015.349609
	Iteration 67Q: 3 clusters Score -1367275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1367277.625000 Penalty: 3015.349609
	Iteration 68Q: 3 clusters Score -1367278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1367279.125000 Penalty: 3015.349609
	Iteration 69Q: 3 clusters Score -1367279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1367283.750000 Penalty: 3015.349609
	Iteration 70Q: 3 clusters Score -1367284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1367281.875000 Penalty: 3015.349609
	Iteration 71Q: 3 clusters Score -1367282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1367281.750000 Penalty: 3015.349609
	Iteration 72Q: 3 clusters Score -1367282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1367282.500000 Penalty: 3015.349609
	Iteration 73Q: 3 clusters Score -1367282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1367282.625000 Penalty: 3015.349609
	Iteration 74Q: 3 clusters Score -1367283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1367281.875000 Penalty: 3015.349609
	Iteration 75Q: 3 clusters Score -1367282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1367281.875000 Penalty: 3015.349609
	Iteration 76F: 3 clusters Score -1367282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Entering Unmasked Estep 
Score: -7669726.000000 Penalty: 1787.089355
	Iteration 0F: 2 clusters Score -7669726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -7630855.000000 Penalty: 3574.178711
	Iteration 0F: 3 clusters Score -7630855 nChanged 28139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -7646811.000000 Penalty: 3574.178711
	Iteration 1F: 3 clusters Score -7646811 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -7647261.500000 Penalty: 3574.178711
	Iteration 2Q: 3 clusters Score -7647262 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -7647660.500000 Penalty: 3574.178711
	Iteration 3Q: 3 clusters Score -7647660 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -7648219.000000 Penalty: 3574.178711
	Iteration 4Q: 3 clusters Score -7648219 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -7648906.000000 Penalty: 3574.178711
	Iteration 5Q: 3 clusters Score -7648906 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -7649759.500000 Penalty: 3574.178711
	Iteration 6Q: 3 clusters Score -7649760 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -7651135.500000 Penalty: 3574.178711
	Iteration 7Q: 3 clusters Score -7651136 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -7653194.000000 Penalty: 3574.178711
	Iteration 8F: 3 clusters Score -7653194 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -7655908.500000 Penalty: 3574.178711
	Iteration 9F: 3 clusters Score -7655908 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -7659046.500000 Penalty: 3574.178711
	Iteration 10F: 3 clusters Score -7659046 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -7661401.000000 Penalty: 3574.178711
	Iteration 11F: 3 clusters Score -7661401 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -7662691.500000 Penalty: 3574.178711
	Iteration 12Q: 3 clusters Score -7662692 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -7663241.000000 Penalty: 3574.178711
	Iteration 13Q: 3 clusters Score -7663241 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -7663516.000000 Penalty: 3574.178711
	Iteration 14Q: 3 clusters Score -7663516 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -7663743.500000 Penalty: 3574.178711
	Iteration 15Q: 3 clusters Score -7663744 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -7663972.000000 Penalty: 3574.178711
	Iteration 16Q: 3 clusters Score -7663972 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -7664148.000000 Penalty: 3574.178711
	Iteration 17Q: 3 clusters Score -7664148 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -7664329.500000 Penalty: 3574.178711
	Iteration 18Q: 3 clusters Score -7664330 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -7664525.500000 Penalty: 3574.178711
	Iteration 19Q: 3 clusters Score -7664526 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -7664753.000000 Penalty: 3574.178711
	Iteration 20F: 3 clusters Score -7664753 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -7664990.000000 Penalty: 3574.178711
	Iteration 21Q: 3 clusters Score -7664990 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -7665254.000000 Penalty: 3574.178711
	Iteration 22Q: 3 clusters Score -7665254 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -7665513.000000 Penalty: 3574.178711
	Iteration 23Q: 3 clusters Score -7665513 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -7665764.500000 Penalty: 3574.178711
	Iteration 24Q: 3 clusters Score -7665764 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -7665946.000000 Penalty: 3574.178711
	Iteration 25Q: 3 clusters Score -7665946 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -7666164.500000 Penalty: 3574.178711
	Iteration 26Q: 3 clusters Score -7666164 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -7666301.500000 Penalty: 3574.178711
	Iteration 27Q: 3 clusters Score -7666302 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -7666447.000000 Penalty: 3574.178711
	Iteration 28Q: 3 clusters Score -7666447 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -7666598.500000 Penalty: 3574.178711
	Iteration 29Q: 3 clusters Score -7666598 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -7666767.500000 Penalty: 3574.178711
	Iteration 30Q: 3 clusters Score -7666768 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -7666901.500000 Penalty: 3574.178711
	Iteration 31Q: 3 clusters Score -7666902 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -7667016.000000 Penalty: 3574.178711
	Iteration 32Q: 3 clusters Score -7667016 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -7667120.000000 Penalty: 3574.178711
	Iteration 33Q: 3 clusters Score -7667120 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -7667241.500000 Penalty: 3574.178711
	Iteration 34Q: 3 clusters Score -7667242 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -7667331.000000 Penalty: 3574.178711
	Iteration 35Q: 3 clusters Score -7667331 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -7667414.000000 Penalty: 3574.178711
	Iteration 36Q: 3 clusters Score -7667414 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -7667518.000000 Penalty: 3574.178711
	Iteration 37Q: 3 clusters Score -7667518 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -7667590.500000 Penalty: 3574.178711
	Iteration 38Q: 3 clusters Score -7667590 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -7667637.000000 Penalty: 3574.178711
	Iteration 39Q: 3 clusters Score -7667637 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -7667690.500000 Penalty: 3574.178711
	Iteration 40F: 3 clusters Score -7667690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -7667735.500000 Penalty: 3574.178711
	Iteration 41Q: 3 clusters Score -7667736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -7667787.000000 Penalty: 3574.178711
	Iteration 42Q: 3 clusters Score -7667787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -7667808.500000 Penalty: 3574.178711
	Iteration 43Q: 3 clusters Score -7667808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -7667833.500000 Penalty: 3574.178711
	Iteration 44Q: 3 clusters Score -7667834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -7667885.500000 Penalty: 3574.178711
	Iteration 45Q: 3 clusters Score -7667886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -7667918.000000 Penalty: 3574.178711
	Iteration 46Q: 3 clusters Score -7667918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -7667946.500000 Penalty: 3574.178711
	Iteration 47Q: 3 clusters Score -7667946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -7667964.000000 Penalty: 3574.178711
	Iteration 48Q: 3 clusters Score -7667964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -7667980.500000 Penalty: 3574.178711
	Iteration 49Q: 3 clusters Score -7667980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -7668010.500000 Penalty: 3574.178711
	Iteration 50Q: 3 clusters Score -7668010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -7668028.500000 Penalty: 3574.178711
	Iteration 51Q: 3 clusters Score -7668028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -7668051.500000 Penalty: 3574.178711
	Iteration 52Q: 3 clusters Score -7668052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -7668060.000000 Penalty: 3574.178711
	Iteration 53Q: 3 clusters Score -7668060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7668074.500000 Penalty: 3574.178711
	Iteration 54Q: 3 clusters Score -7668074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -7668080.500000 Penalty: 3574.178711
	Iteration 55Q: 3 clusters Score -7668080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -7668083.500000 Penalty: 3574.178711
	Iteration 56Q: 3 clusters Score -7668084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -7668093.500000 Penalty: 3574.178711
	Iteration 57Q: 3 clusters Score -7668094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -7668099.500000 Penalty: 3574.178711
	Iteration 58Q: 3 clusters Score -7668100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -7668117.000000 Penalty: 3574.178711
	Iteration 59Q: 3 clusters Score -7668117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -7668114.500000 Penalty: 3574.178711
	Iteration 60F: 3 clusters Score -7668114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -7668117.000000 Penalty: 3574.178711
	Iteration 61Q: 3 clusters Score -7668117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -7668123.500000 Penalty: 3574.178711
	Iteration 62Q: 3 clusters Score -7668124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -7668127.000000 Penalty: 3574.178711
	Iteration 63Q: 3 clusters Score -7668127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -7668127.000000 Penalty: 3574.178711
	Iteration 64Q: 3 clusters Score -7668127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -7668129.000000 Penalty: 3574.178711
	Iteration 65Q: 3 clusters Score -7668129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -7668135.000000 Penalty: 3574.178711
	Iteration 66Q: 3 clusters Score -7668135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7668137.000000 Penalty: 3574.178711
	Iteration 67Q: 3 clusters Score -7668137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -7668141.500000 Penalty: 3574.178711
	Iteration 68Q: 3 clusters Score -7668142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -7668135.500000 Penalty: 3574.178711
	Iteration 69Q: 3 clusters Score -7668136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -7668130.500000 Penalty: 3574.178711
	Iteration 70Q: 3 clusters Score -7668130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -7668136.500000 Penalty: 3574.178711
	Iteration 71Q: 3 clusters Score -7668136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -7668138.000000 Penalty: 3574.178711
	Iteration 72Q: 3 clusters Score -7668138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -7668139.000000 Penalty: 3574.178711
	Iteration 73Q: 3 clusters Score -7668139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -7668137.000000 Penalty: 3574.178711
	Iteration 74Q: 3 clusters Score -7668137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -7668135.500000 Penalty: 3574.178711
	Iteration 75Q: 3 clusters Score -7668136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -7668136.500000 Penalty: 3574.178711
	Iteration 76Q: 3 clusters Score -7668136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -7668136.500000 Penalty: 3574.178711
	Iteration 77F: 3 clusters Score -7668136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (85785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Entering Unmasked Estep 
Score: -10934422.000000 Penalty: 1845.934814
	Iteration 0F: 2 clusters Score -1.093442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -10879334.000000 Penalty: 3691.869629
	Iteration 0F: 3 clusters Score -1.087933e+07 nChanged 40958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -10903023.000000 Penalty: 3691.869629
	Iteration 1F: 3 clusters Score -1.090302e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -10903655.000000 Penalty: 3691.869629
	Iteration 2Q: 3 clusters Score -1.090366e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -10904321.000000 Penalty: 3691.869629
	Iteration 3Q: 3 clusters Score -1.090432e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -10905285.000000 Penalty: 3691.869629
	Iteration 4Q: 3 clusters Score -1.090528e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -10906770.000000 Penalty: 3691.869629
	Iteration 5Q: 3 clusters Score -1.090677e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -10909535.000000 Penalty: 3691.869629
	Iteration 6F: 3 clusters Score -1.090954e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -10913965.000000 Penalty: 3691.869629
	Iteration 7F: 3 clusters Score -1.091396e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -10920392.000000 Penalty: 3691.869629
	Iteration 8F: 3 clusters Score -1.092039e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -10926162.000000 Penalty: 3691.869629
	Iteration 9F: 3 clusters Score -1.092616e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -10929741.000000 Penalty: 3691.869629
	Iteration 10F: 3 clusters Score -1.092974e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -10931469.000000 Penalty: 3691.869629
	Iteration 11Q: 3 clusters Score -1.093147e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -10932299.000000 Penalty: 3691.869629
	Iteration 12Q: 3 clusters Score -1.09323e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -10932615.000000 Penalty: 3691.869629
	Iteration 13Q: 3 clusters Score -1.093262e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 85286 members 
Entering Unmasked Estep 
Score: -10932735.000000 Penalty: 3691.869629
	Iteration 14Q: 3 clusters Score -1.093274e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -10932794.000000 Penalty: 3691.869629
	Iteration 15Q: 3 clusters Score -1.093279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -10932820.000000 Penalty: 3691.869629
	Iteration 16Q: 3 clusters Score -1.093282e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -10932870.000000 Penalty: 3691.869629
	Iteration 17Q: 3 clusters Score -1.093287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -10932879.000000 Penalty: 3691.869629
	Iteration 18Q: 3 clusters Score -1.093288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -10932896.000000 Penalty: 3691.869629
	Iteration 19Q: 3 clusters Score -1.09329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -10932901.000000 Penalty: 3691.869629
	Iteration 20F: 3 clusters Score -1.09329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -10932900.000000 Penalty: 3691.869629
	Iteration 21Q: 3 clusters Score -1.09329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -10932900.000000 Penalty: 3691.869629
	Iteration 22Q: 3 clusters Score -1.09329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -10932904.000000 Penalty: 3691.869629
	Iteration 23Q: 3 clusters Score -1.09329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -10932896.000000 Penalty: 3691.869629
	Iteration 24Q: 3 clusters Score -1.09329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -10932904.000000 Penalty: 3691.869629
	Iteration 25Q: 3 clusters Score -1.09329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -10932904.000000 Penalty: 3691.869629
	Iteration 26Q: 3 clusters Score -1.09329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -10932907.000000 Penalty: 3691.869629
	Iteration 27Q: 3 clusters Score -1.093291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -10932903.000000 Penalty: 3691.869629
	Iteration 28Q: 3 clusters Score -1.09329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -10932906.000000 Penalty: 3691.869629
	Iteration 29Q: 3 clusters Score -1.093291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -10932918.000000 Penalty: 3691.869629
	Iteration 30Q: 3 clusters Score -1.093292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -10932915.000000 Penalty: 3691.869629
	Iteration 31Q: 3 clusters Score -1.093292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -10932922.000000 Penalty: 3691.869629
	Iteration 32Q: 3 clusters Score -1.093292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -10932930.000000 Penalty: 3691.869629
	Iteration 33Q: 3 clusters Score -1.093293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -10932925.000000 Penalty: 3691.869629
	Iteration 34Q: 3 clusters Score -1.093292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -10932925.000000 Penalty: 3691.869629
	Iteration 35Q: 3 clusters Score -1.093292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -10932923.000000 Penalty: 3691.869629
	Iteration 36Q: 3 clusters Score -1.093292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -10932923.000000 Penalty: 3691.869629
	Iteration 37Q: 3 clusters Score -1.093292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -10932928.000000 Penalty: 3691.869629
	Iteration 38Q: 3 clusters Score -1.093293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -10932928.000000 Penalty: 3691.869629
	Iteration 39F: 3 clusters Score -1.093293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -14019.059570 Penalty: 841.124329
	Iteration 0F: 2 clusters Score -14019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13475.369141 Penalty: 1682.248657
	Iteration 0F: 3 clusters Score -13475.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13638.902344 Penalty: 1682.248657
	Iteration 1F: 3 clusters Score -13638.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13754.322266 Penalty: 1682.248657
	Iteration 2F: 3 clusters Score -13754.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13784.358398 Penalty: 1682.248657
	Iteration 3Q: 3 clusters Score -13784.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13791.162109 Penalty: 1682.248657
	Iteration 4Q: 3 clusters Score -13791.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13793.494141 Penalty: 1682.248657
	Iteration 5Q: 3 clusters Score -13793.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13793.494141 Penalty: 1682.248657
	Iteration 6F: 3 clusters Score -13793.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -860115.500000 Penalty: 1430.263184
	Iteration 0F: 2 clusters Score -860115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -855106.125000 Penalty: 2860.526367
	Iteration 0F: 3 clusters Score -855106.1 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -856561.312500 Penalty: 2860.526367
	Iteration 1F: 3 clusters Score -856561.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -856756.562500 Penalty: 2860.526367
	Iteration 2F: 3 clusters Score -856756.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -856919.000000 Penalty: 2860.526367
	Iteration 3Q: 3 clusters Score -856919 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -857093.875000 Penalty: 2860.526367
	Iteration 4Q: 3 clusters Score -857093.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -857261.437500 Penalty: 2860.526367
	Iteration 5Q: 3 clusters Score -857261.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -857431.062500 Penalty: 2860.526367
	Iteration 6Q: 3 clusters Score -857431.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -857613.312500 Penalty: 2860.526367
	Iteration 7Q: 3 clusters Score -857613.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -857842.625000 Penalty: 2860.526367
	Iteration 8F: 3 clusters Score -857842.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -858059.687500 Penalty: 2860.526367
	Iteration 9Q: 3 clusters Score -858059.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -858255.875000 Penalty: 2860.526367
	Iteration 10Q: 3 clusters Score -858255.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -858447.250000 Penalty: 2860.526367
	Iteration 11Q: 3 clusters Score -858447.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -858590.750000 Penalty: 2860.526367
	Iteration 12Q: 3 clusters Score -858590.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -858671.312500 Penalty: 2860.526367
	Iteration 13Q: 3 clusters Score -858671.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -858715.250000 Penalty: 2860.526367
	Iteration 14Q: 3 clusters Score -858715.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -858749.000000 Penalty: 2860.526367
	Iteration 15Q: 3 clusters Score -858749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -858780.375000 Penalty: 2860.526367
	Iteration 16Q: 3 clusters Score -858780.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -858809.437500 Penalty: 2860.526367
	Iteration 17Q: 3 clusters Score -858809.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -858831.375000 Penalty: 2860.526367
	Iteration 18Q: 3 clusters Score -858831.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -858845.375000 Penalty: 2860.526367
	Iteration 19Q: 3 clusters Score -858845.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -858857.125000 Penalty: 2860.526367
	Iteration 20F: 3 clusters Score -858857.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -858862.937500 Penalty: 2860.526367
	Iteration 21Q: 3 clusters Score -858862.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -858871.062500 Penalty: 2860.526367
	Iteration 22Q: 3 clusters Score -858871.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -858878.875000 Penalty: 2860.526367
	Iteration 23Q: 3 clusters Score -858878.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -858886.375000 Penalty: 2860.526367
	Iteration 24Q: 3 clusters Score -858886.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -858894.187500 Penalty: 2860.526367
	Iteration 25Q: 3 clusters Score -858894.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -858900.500000 Penalty: 2860.526367
	Iteration 26Q: 3 clusters Score -858900.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -858903.125000 Penalty: 2860.526367
	Iteration 27Q: 3 clusters Score -858903.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -858904.187500 Penalty: 2860.526367
	Iteration 28Q: 3 clusters Score -858904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -858905.687500 Penalty: 2860.526367
	Iteration 29Q: 3 clusters Score -858905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -858906.125000 Penalty: 2860.526367
	Iteration 30Q: 3 clusters Score -858906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -858908.437500 Penalty: 2860.526367
	Iteration 31Q: 3 clusters Score -858908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -858911.062500 Penalty: 2860.526367
	Iteration 32Q: 3 clusters Score -858911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -858912.250000 Penalty: 2860.526367
	Iteration 33Q: 3 clusters Score -858912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -858914.687500 Penalty: 2860.526367
	Iteration 34Q: 3 clusters Score -858914.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -858913.875000 Penalty: 2860.526367
	Iteration 35Q: 3 clusters Score -858913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -858914.375000 Penalty: 2860.526367
	Iteration 36Q: 3 clusters Score -858914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -858915.562500 Penalty: 2860.526367
	Iteration 37Q: 3 clusters Score -858915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -858916.750000 Penalty: 2860.526367
	Iteration 38Q: 3 clusters Score -858916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -858917.062500 Penalty: 2860.526367
	Iteration 39Q: 3 clusters Score -858917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -858918.562500 Penalty: 2860.526367
	Iteration 40F: 3 clusters Score -858918.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -858919.875000 Penalty: 2860.526367
	Iteration 41Q: 3 clusters Score -858919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -858922.250000 Penalty: 2860.526367
	Iteration 42Q: 3 clusters Score -858922.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -858922.312500 Penalty: 2860.526367
	Iteration 43Q: 3 clusters Score -858922.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -858923.812500 Penalty: 2860.526367
	Iteration 44Q: 3 clusters Score -858923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -858923.500000 Penalty: 2860.526367
	Iteration 45Q: 3 clusters Score -858923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -858925.375000 Penalty: 2860.526367
	Iteration 46Q: 3 clusters Score -858925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -858927.562500 Penalty: 2860.526367
	Iteration 47Q: 3 clusters Score -858927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -858925.812500 Penalty: 2860.526367
	Iteration 48Q: 3 clusters Score -858925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -858926.562500 Penalty: 2860.526367
	Iteration 49Q: 3 clusters Score -858926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -858926.562500 Penalty: 2860.526367
	Iteration 50F: 3 clusters Score -858926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Entering Unmasked Estep 
Score: -10213022.000000 Penalty: 1834.025879
	Iteration 0F: 2 clusters Score -1.021302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -10163821.000000 Penalty: 3668.051758
	Iteration 0F: 3 clusters Score -1.016382e+07 nChanged 37932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -10185391.000000 Penalty: 3668.051758
	Iteration 1F: 3 clusters Score -1.018539e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -10186036.000000 Penalty: 3668.051758
	Iteration 2Q: 3 clusters Score -1.018604e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -10186866.000000 Penalty: 3668.051758
	Iteration 3Q: 3 clusters Score -1.018687e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -10188257.000000 Penalty: 3668.051758
	Iteration 4Q: 3 clusters Score -1.018826e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -10190638.000000 Penalty: 3668.051758
	Iteration 5F: 3 clusters Score -1.019064e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -10194366.000000 Penalty: 3668.051758
	Iteration 6F: 3 clusters Score -1.019437e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -10199242.000000 Penalty: 3668.051758
	Iteration 7F: 3 clusters Score -1.019924e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -10204548.000000 Penalty: 3668.051758
	Iteration 8F: 3 clusters Score -1.020455e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -10208428.000000 Penalty: 3668.051758
	Iteration 9Q: 3 clusters Score -1.020843e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -10210258.000000 Penalty: 3668.051758
	Iteration 10Q: 3 clusters Score -1.021026e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -10210995.000000 Penalty: 3668.051758
	Iteration 11Q: 3 clusters Score -1.0211e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10211239.000000 Penalty: 3668.051758
	Iteration 12Q: 3 clusters Score -1.021124e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10211377.000000 Penalty: 3668.051758
	Iteration 13Q: 3 clusters Score -1.021138e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10211453.000000 Penalty: 3668.051758
	Iteration 14Q: 3 clusters Score -1.021145e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10211484.000000 Penalty: 3668.051758
	Iteration 15Q: 3 clusters Score -1.021148e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10211496.000000 Penalty: 3668.051758
	Iteration 16Q: 3 clusters Score -1.02115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10211512.000000 Penalty: 3668.051758
	Iteration 17Q: 3 clusters Score -1.021151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10211516.000000 Penalty: 3668.051758
	Iteration 18Q: 3 clusters Score -1.021152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10211522.000000 Penalty: 3668.051758
	Iteration 19Q: 3 clusters Score -1.021152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10211529.000000 Penalty: 3668.051758
	Iteration 20F: 3 clusters Score -1.021153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10211541.000000 Penalty: 3668.051758
	Iteration 21Q: 3 clusters Score -1.021154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10211536.000000 Penalty: 3668.051758
	Iteration 22Q: 3 clusters Score -1.021154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10211539.000000 Penalty: 3668.051758
	Iteration 23Q: 3 clusters Score -1.021154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10211536.000000 Penalty: 3668.051758
	Iteration 24Q: 3 clusters Score -1.021154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10211542.000000 Penalty: 3668.051758
	Iteration 25Q: 3 clusters Score -1.021154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10211546.000000 Penalty: 3668.051758
	Iteration 26Q: 3 clusters Score -1.021155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10211546.000000 Penalty: 3668.051758
	Iteration 27Q: 3 clusters Score -1.021155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10211545.000000 Penalty: 3668.051758
	Iteration 28Q: 3 clusters Score -1.021154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10211545.000000 Penalty: 3668.051758
	Iteration 29F: 3 clusters Score -1.021154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -945878.937500 Penalty: 1447.530884
	Iteration 0F: 2 clusters Score -945878.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -940333.062500 Penalty: 2895.061768
	Iteration 0F: 3 clusters Score -940333.1 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -942051.687500 Penalty: 2895.061768
	Iteration 1F: 3 clusters Score -942051.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -942338.187500 Penalty: 2895.061768
	Iteration 2F: 3 clusters Score -942338.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -942580.625000 Penalty: 2895.061768
	Iteration 3F: 3 clusters Score -942580.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -942810.312500 Penalty: 2895.061768
	Iteration 4F: 3 clusters Score -942810.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -943046.812500 Penalty: 2895.061768
	Iteration 5Q: 3 clusters Score -943046.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -943262.125000 Penalty: 2895.061768
	Iteration 6Q: 3 clusters Score -943262.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -943487.500000 Penalty: 2895.061768
	Iteration 7Q: 3 clusters Score -943487.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -943719.437500 Penalty: 2895.061768
	Iteration 8Q: 3 clusters Score -943719.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -943917.312500 Penalty: 2895.061768
	Iteration 9Q: 3 clusters Score -943917.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -944090.250000 Penalty: 2895.061768
	Iteration 10Q: 3 clusters Score -944090.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -944217.500000 Penalty: 2895.061768
	Iteration 11Q: 3 clusters Score -944217.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -944324.375000 Penalty: 2895.061768
	Iteration 12Q: 3 clusters Score -944324.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -944424.375000 Penalty: 2895.061768
	Iteration 13Q: 3 clusters Score -944424.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -944512.562500 Penalty: 2895.061768
	Iteration 14Q: 3 clusters Score -944512.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -944594.312500 Penalty: 2895.061768
	Iteration 15Q: 3 clusters Score -944594.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -944662.500000 Penalty: 2895.061768
	Iteration 16Q: 3 clusters Score -944662.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -944704.375000 Penalty: 2895.061768
	Iteration 17Q: 3 clusters Score -944704.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -944742.500000 Penalty: 2895.061768
	Iteration 18Q: 3 clusters Score -944742.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -944767.062500 Penalty: 2895.061768
	Iteration 19Q: 3 clusters Score -944767.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -944786.500000 Penalty: 2895.061768
	Iteration 20F: 3 clusters Score -944786.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -944798.375000 Penalty: 2895.061768
	Iteration 21Q: 3 clusters Score -944798.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -944810.812500 Penalty: 2895.061768
	Iteration 22Q: 3 clusters Score -944810.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -944820.687500 Penalty: 2895.061768
	Iteration 23Q: 3 clusters Score -944820.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -944825.000000 Penalty: 2895.061768
	Iteration 24Q: 3 clusters Score -944825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -944830.500000 Penalty: 2895.061768
	Iteration 25Q: 3 clusters Score -944830.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -944837.062500 Penalty: 2895.061768
	Iteration 26Q: 3 clusters Score -944837.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -944840.687500 Penalty: 2895.061768
	Iteration 27Q: 3 clusters Score -944840.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -944844.125000 Penalty: 2895.061768
	Iteration 28Q: 3 clusters Score -944844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -944849.062500 Penalty: 2895.061768
	Iteration 29Q: 3 clusters Score -944849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -944849.000000 Penalty: 2895.061768
	Iteration 30Q: 3 clusters Score -944849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -944849.750000 Penalty: 2895.061768
	Iteration 31Q: 3 clusters Score -944849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -944850.437500 Penalty: 2895.061768
	Iteration 32Q: 3 clusters Score -944850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -944850.437500 Penalty: 2895.061768
	Iteration 33F: 3 clusters Score -944850.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Entering Unmasked Estep 
Score: -3796593.750000 Penalty: 1678.396240
	Iteration 0F: 2 clusters Score -3796594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3776059.750000 Penalty: 3356.792480
	Iteration 0F: 3 clusters Score -3776060 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3783935.500000 Penalty: 3356.792480
	Iteration 1F: 3 clusters Score -3783936 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3784280.000000 Penalty: 3356.792480
	Iteration 2Q: 3 clusters Score -3784280 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3784663.750000 Penalty: 3356.792480
	Iteration 3Q: 3 clusters Score -3784664 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3785068.000000 Penalty: 3356.792480
	Iteration 4Q: 3 clusters Score -3785068 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3785583.500000 Penalty: 3356.792480
	Iteration 5Q: 3 clusters Score -3785584 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3786286.750000 Penalty: 3356.792480
	Iteration 6Q: 3 clusters Score -3786287 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3787331.750000 Penalty: 3356.792480
	Iteration 7F: 3 clusters Score -3787332 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3788719.250000 Penalty: 3356.792480
	Iteration 8F: 3 clusters Score -3788719 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3790508.500000 Penalty: 3356.792480
	Iteration 9F: 3 clusters Score -3790508 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3792355.000000 Penalty: 3356.792480
	Iteration 10F: 3 clusters Score -3792355 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3793736.500000 Penalty: 3356.792480
	Iteration 11Q: 3 clusters Score -3793736 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3794491.750000 Penalty: 3356.792480
	Iteration 12Q: 3 clusters Score -3794492 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3794824.000000 Penalty: 3356.792480
	Iteration 13Q: 3 clusters Score -3794824 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3794976.250000 Penalty: 3356.792480
	Iteration 14Q: 3 clusters Score -3794976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -3795036.250000 Penalty: 3356.792480
	Iteration 15Q: 3 clusters Score -3795036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -3795067.750000 Penalty: 3356.792480
	Iteration 16Q: 3 clusters Score -3795068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3795090.250000 Penalty: 3356.792480
	Iteration 17Q: 3 clusters Score -3795090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3795098.250000 Penalty: 3356.792480
	Iteration 18Q: 3 clusters Score -3795098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3795113.500000 Penalty: 3356.792480
	Iteration 19Q: 3 clusters Score -3795114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3795124.250000 Penalty: 3356.792480
	Iteration 20F: 3 clusters Score -3795124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3795126.750000 Penalty: 3356.792480
	Iteration 21Q: 3 clusters Score -3795127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3795132.500000 Penalty: 3356.792480
	Iteration 22Q: 3 clusters Score -3795132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3795143.500000 Penalty: 3356.792480
	Iteration 23Q: 3 clusters Score -3795144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3795147.750000 Penalty: 3356.792480
	Iteration 24Q: 3 clusters Score -3795148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3795147.750000 Penalty: 3356.792480
	Iteration 25F: 3 clusters Score -3795148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Entering Unmasked Estep 
Score: -3444184.500000 Penalty: 1658.468384
	Iteration 0F: 2 clusters Score -3444184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3425973.250000 Penalty: 3316.936768
	Iteration 0F: 3 clusters Score -3425973 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3432743.750000 Penalty: 3316.936768
	Iteration 1F: 3 clusters Score -3432744 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3433044.750000 Penalty: 3316.936768
	Iteration 2Q: 3 clusters Score -3433045 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3433324.500000 Penalty: 3316.936768
	Iteration 3Q: 3 clusters Score -3433324 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3433553.750000 Penalty: 3316.936768
	Iteration 4Q: 3 clusters Score -3433554 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3433794.250000 Penalty: 3316.936768
	Iteration 5Q: 3 clusters Score -3433794 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3434120.500000 Penalty: 3316.936768
	Iteration 6Q: 3 clusters Score -3434120 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3434574.750000 Penalty: 3316.936768
	Iteration 7Q: 3 clusters Score -3434575 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3435190.250000 Penalty: 3316.936768
	Iteration 8Q: 3 clusters Score -3435190 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3435962.750000 Penalty: 3316.936768
	Iteration 9Q: 3 clusters Score -3435963 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -3436913.500000 Penalty: 3316.936768
	Iteration 10F: 3 clusters Score -3436914 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3437941.250000 Penalty: 3316.936768
	Iteration 11F: 3 clusters Score -3437941 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3438785.000000 Penalty: 3316.936768
	Iteration 12Q: 3 clusters Score -3438785 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3439516.500000 Penalty: 3316.936768
	Iteration 13Q: 3 clusters Score -3439516 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3440051.750000 Penalty: 3316.936768
	Iteration 14Q: 3 clusters Score -3440052 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3440475.250000 Penalty: 3316.936768
	Iteration 15Q: 3 clusters Score -3440475 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3440815.750000 Penalty: 3316.936768
	Iteration 16Q: 3 clusters Score -3440816 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3441127.750000 Penalty: 3316.936768
	Iteration 17Q: 3 clusters Score -3441128 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3441366.500000 Penalty: 3316.936768
	Iteration 18Q: 3 clusters Score -3441366 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3441570.500000 Penalty: 3316.936768
	Iteration 19Q: 3 clusters Score -3441570 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3441697.750000 Penalty: 3316.936768
	Iteration 20F: 3 clusters Score -3441698 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3441820.500000 Penalty: 3316.936768
	Iteration 21Q: 3 clusters Score -3441820 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3441899.250000 Penalty: 3316.936768
	Iteration 22Q: 3 clusters Score -3441899 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3441983.750000 Penalty: 3316.936768
	Iteration 23Q: 3 clusters Score -3441984 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3442075.000000 Penalty: 3316.936768
	Iteration 24Q: 3 clusters Score -3442075 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3442159.500000 Penalty: 3316.936768
	Iteration 25Q: 3 clusters Score -3442160 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3442235.000000 Penalty: 3316.936768
	Iteration 26Q: 3 clusters Score -3442235 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3442302.500000 Penalty: 3316.936768
	Iteration 27Q: 3 clusters Score -3442302 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3442348.750000 Penalty: 3316.936768
	Iteration 28Q: 3 clusters Score -3442349 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3442416.750000 Penalty: 3316.936768
	Iteration 29Q: 3 clusters Score -3442417 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3442466.500000 Penalty: 3316.936768
	Iteration 30Q: 3 clusters Score -3442466 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3442524.000000 Penalty: 3316.936768
	Iteration 31Q: 3 clusters Score -3442524 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3442556.000000 Penalty: 3316.936768
	Iteration 32Q: 3 clusters Score -3442556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3442583.750000 Penalty: 3316.936768
	Iteration 33Q: 3 clusters Score -3442584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3442600.500000 Penalty: 3316.936768
	Iteration 34Q: 3 clusters Score -3442600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3442626.500000 Penalty: 3316.936768
	Iteration 35Q: 3 clusters Score -3442626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3442637.250000 Penalty: 3316.936768
	Iteration 36Q: 3 clusters Score -3442637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3442656.000000 Penalty: 3316.936768
	Iteration 37Q: 3 clusters Score -3442656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3442672.000000 Penalty: 3316.936768
	Iteration 38Q: 3 clusters Score -3442672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3442690.000000 Penalty: 3316.936768
	Iteration 39Q: 3 clusters Score -3442690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3442696.750000 Penalty: 3316.936768
	Iteration 40F: 3 clusters Score -3442697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3442706.250000 Penalty: 3316.936768
	Iteration 41Q: 3 clusters Score -3442706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3442717.250000 Penalty: 3316.936768
	Iteration 42Q: 3 clusters Score -3442717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3442725.500000 Penalty: 3316.936768
	Iteration 43Q: 3 clusters Score -3442726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3442729.250000 Penalty: 3316.936768
	Iteration 44Q: 3 clusters Score -3442729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3442739.250000 Penalty: 3316.936768
	Iteration 45Q: 3 clusters Score -3442739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3442736.000000 Penalty: 3316.936768
	Iteration 46Q: 3 clusters Score -3442736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3442738.000000 Penalty: 3316.936768
	Iteration 47Q: 3 clusters Score -3442738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3442745.250000 Penalty: 3316.936768
	Iteration 48Q: 3 clusters Score -3442745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3442749.250000 Penalty: 3316.936768
	Iteration 49Q: 3 clusters Score -3442749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3442750.000000 Penalty: 3316.936768
	Iteration 50Q: 3 clusters Score -3442750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3442748.250000 Penalty: 3316.936768
	Iteration 51Q: 3 clusters Score -3442748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3442748.750000 Penalty: 3316.936768
	Iteration 52Q: 3 clusters Score -3442749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3442753.750000 Penalty: 3316.936768
	Iteration 53Q: 3 clusters Score -3442754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3442753.000000 Penalty: 3316.936768
	Iteration 54Q: 3 clusters Score -3442753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3442758.250000 Penalty: 3316.936768
	Iteration 55Q: 3 clusters Score -3442758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3442759.500000 Penalty: 3316.936768
	Iteration 56Q: 3 clusters Score -3442760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3442761.750000 Penalty: 3316.936768
	Iteration 57Q: 3 clusters Score -3442762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3442766.250000 Penalty: 3316.936768
	Iteration 58Q: 3 clusters Score -3442766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3442764.750000 Penalty: 3316.936768
	Iteration 59Q: 3 clusters Score -3442765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3442766.250000 Penalty: 3316.936768
	Iteration 60F: 3 clusters Score -3442766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3442767.000000 Penalty: 3316.936768
	Iteration 61Q: 3 clusters Score -3442767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3442775.250000 Penalty: 3316.936768
	Iteration 62Q: 3 clusters Score -3442775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3442776.250000 Penalty: 3316.936768
	Iteration 63Q: 3 clusters Score -3442776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3442779.000000 Penalty: 3316.936768
	Iteration 64Q: 3 clusters Score -3442779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3442782.500000 Penalty: 3316.936768
	Iteration 65Q: 3 clusters Score -3442782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3442786.000000 Penalty: 3316.936768
	Iteration 66Q: 3 clusters Score -3442786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3442789.250000 Penalty: 3316.936768
	Iteration 67Q: 3 clusters Score -3442789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3442787.750000 Penalty: 3316.936768
	Iteration 68Q: 3 clusters Score -3442788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3442789.250000 Penalty: 3316.936768
	Iteration 69Q: 3 clusters Score -3442789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3442787.750000 Penalty: 3316.936768
	Iteration 70Q: 3 clusters Score -3442788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3442790.000000 Penalty: 3316.936768
	Iteration 71Q: 3 clusters Score -3442790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3442790.000000 Penalty: 3316.936768
	Iteration 72F: 3 clusters Score -3442790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -165287.812500 Penalty: 1179.377441
	Iteration 0F: 2 clusters Score -165287.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -163568.140625 Penalty: 2358.754883
	Iteration 0F: 3 clusters Score -163568.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -163877.875000 Penalty: 2358.754883
	Iteration 1F: 3 clusters Score -163877.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -163960.218750 Penalty: 2358.754883
	Iteration 2F: 3 clusters Score -163960.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -164002.750000 Penalty: 2358.754883
	Iteration 3Q: 3 clusters Score -164002.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -164026.406250 Penalty: 2358.754883
	Iteration 4Q: 3 clusters Score -164026.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -164037.984375 Penalty: 2358.754883
	Iteration 5Q: 3 clusters Score -164038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -164047.218750 Penalty: 2358.754883
	Iteration 6Q: 3 clusters Score -164047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -164051.968750 Penalty: 2358.754883
	Iteration 7Q: 3 clusters Score -164052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -164057.953125 Penalty: 2358.754883
	Iteration 8Q: 3 clusters Score -164058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -164061.953125 Penalty: 2358.754883
	Iteration 9Q: 3 clusters Score -164062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -164064.812500 Penalty: 2358.754883
	Iteration 10Q: 3 clusters Score -164064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -164064.812500 Penalty: 2358.754883
	Iteration 11F: 3 clusters Score -164064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Entering Unmasked Estep 
Score: -711353.875000 Penalty: 1408.609863
	Iteration 0F: 2 clusters Score -711353.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -706857.187500 Penalty: 2817.219727
	Iteration 0F: 3 clusters Score -706857.2 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -708158.875000 Penalty: 2817.219727
	Iteration 1F: 3 clusters Score -708158.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -708398.812500 Penalty: 2817.219727
	Iteration 2F: 3 clusters Score -708398.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -708625.125000 Penalty: 2817.219727
	Iteration 3F: 3 clusters Score -708625.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -708856.375000 Penalty: 2817.219727
	Iteration 4F: 3 clusters Score -708856.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -709121.375000 Penalty: 2817.219727
	Iteration 5F: 3 clusters Score -709121.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -709342.750000 Penalty: 2817.219727
	Iteration 6F: 3 clusters Score -709342.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -709541.750000 Penalty: 2817.219727
	Iteration 7Q: 3 clusters Score -709541.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -709732.000000 Penalty: 2817.219727
	Iteration 8Q: 3 clusters Score -709732 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -709882.500000 Penalty: 2817.219727
	Iteration 9Q: 3 clusters Score -709882.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -709984.187500 Penalty: 2817.219727
	Iteration 10Q: 3 clusters Score -709984.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -710039.125000 Penalty: 2817.219727
	Iteration 11Q: 3 clusters Score -710039.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -710073.375000 Penalty: 2817.219727
	Iteration 12Q: 3 clusters Score -710073.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -710104.312500 Penalty: 2817.219727
	Iteration 13Q: 3 clusters Score -710104.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -710124.562500 Penalty: 2817.219727
	Iteration 14Q: 3 clusters Score -710124.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -710146.250000 Penalty: 2817.219727
	Iteration 15Q: 3 clusters Score -710146.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -710166.625000 Penalty: 2817.219727
	Iteration 16Q: 3 clusters Score -710166.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -710182.687500 Penalty: 2817.219727
	Iteration 17Q: 3 clusters Score -710182.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -710197.937500 Penalty: 2817.219727
	Iteration 18Q: 3 clusters Score -710197.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -710217.500000 Penalty: 2817.219727
	Iteration 19Q: 3 clusters Score -710217.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -710237.062500 Penalty: 2817.219727
	Iteration 20F: 3 clusters Score -710237.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -710259.125000 Penalty: 2817.219727
	Iteration 21Q: 3 clusters Score -710259.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -710268.562500 Penalty: 2817.219727
	Iteration 22Q: 3 clusters Score -710268.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -710278.000000 Penalty: 2817.219727
	Iteration 23Q: 3 clusters Score -710278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -710291.312500 Penalty: 2817.219727
	Iteration 24Q: 3 clusters Score -710291.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -710302.812500 Penalty: 2817.219727
	Iteration 25Q: 3 clusters Score -710302.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -710316.625000 Penalty: 2817.219727
	Iteration 26Q: 3 clusters Score -710316.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -710324.625000 Penalty: 2817.219727
	Iteration 27Q: 3 clusters Score -710324.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -710335.875000 Penalty: 2817.219727
	Iteration 28Q: 3 clusters Score -710335.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -710346.500000 Penalty: 2817.219727
	Iteration 29Q: 3 clusters Score -710346.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -710356.812500 Penalty: 2817.219727
	Iteration 30Q: 3 clusters Score -710356.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -710364.187500 Penalty: 2817.219727
	Iteration 31Q: 3 clusters Score -710364.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -710365.500000 Penalty: 2817.219727
	Iteration 32Q: 3 clusters Score -710365.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -710370.625000 Penalty: 2817.219727
	Iteration 33Q: 3 clusters Score -710370.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -710374.000000 Penalty: 2817.219727
	Iteration 34Q: 3 clusters Score -710374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -710378.312500 Penalty: 2817.219727
	Iteration 35Q: 3 clusters Score -710378.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -710382.250000 Penalty: 2817.219727
	Iteration 36Q: 3 clusters Score -710382.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -710385.937500 Penalty: 2817.219727
	Iteration 37Q: 3 clusters Score -710385.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -710386.500000 Penalty: 2817.219727
	Iteration 38Q: 3 clusters Score -710386.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -710388.437500 Penalty: 2817.219727
	Iteration 39Q: 3 clusters Score -710388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -710389.875000 Penalty: 2817.219727
	Iteration 40F: 3 clusters Score -710389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -710390.750000 Penalty: 2817.219727
	Iteration 41Q: 3 clusters Score -710390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -710391.000000 Penalty: 2817.219727
	Iteration 42Q: 3 clusters Score -710391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -710391.812500 Penalty: 2817.219727
	Iteration 43Q: 3 clusters Score -710391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -710391.562500 Penalty: 2817.219727
	Iteration 44Q: 3 clusters Score -710391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -710391.687500 Penalty: 2817.219727
	Iteration 45Q: 3 clusters Score -710391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -710392.625000 Penalty: 2817.219727
	Iteration 46Q: 3 clusters Score -710392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -710394.250000 Penalty: 2817.219727
	Iteration 47Q: 3 clusters Score -710394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -710394.875000 Penalty: 2817.219727
	Iteration 48Q: 3 clusters Score -710394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -710395.625000 Penalty: 2817.219727
	Iteration 49Q: 3 clusters Score -710395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -710395.625000 Penalty: 2817.219727
	Iteration 50Q: 3 clusters Score -710395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -710395.375000 Penalty: 2817.219727
	Iteration 51Q: 3 clusters Score -710395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -710395.812500 Penalty: 2817.219727
	Iteration 52Q: 3 clusters Score -710395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -710395.312500 Penalty: 2817.219727
	Iteration 53Q: 3 clusters Score -710395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -710396.187500 Penalty: 2817.219727
	Iteration 54Q: 3 clusters Score -710396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -710397.125000 Penalty: 2817.219727
	Iteration 55Q: 3 clusters Score -710397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -710397.687500 Penalty: 2817.219727
	Iteration 56Q: 3 clusters Score -710397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -710397.687500 Penalty: 2817.219727
	Iteration 57F: 3 clusters Score -710397.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Entering Unmasked Estep 
Score: -6804077.500000 Penalty: 1767.434082
	Iteration 0F: 2 clusters Score -6804078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6769464.500000 Penalty: 3534.868164
	Iteration 0F: 3 clusters Score -6769464 nChanged 24786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -6783499.000000 Penalty: 3534.868164
	Iteration 1F: 3 clusters Score -6783499 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6784058.500000 Penalty: 3534.868164
	Iteration 2Q: 3 clusters Score -6784058 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -6784682.500000 Penalty: 3534.868164
	Iteration 3Q: 3 clusters Score -6784682 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6785476.500000 Penalty: 3534.868164
	Iteration 4Q: 3 clusters Score -6785476 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -6786404.500000 Penalty: 3534.868164
	Iteration 5Q: 3 clusters Score -6786404 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -6787617.500000 Penalty: 3534.868164
	Iteration 6Q: 3 clusters Score -6787618 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -6788966.500000 Penalty: 3534.868164
	Iteration 7F: 3 clusters Score -6788966 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -6790397.000000 Penalty: 3534.868164
	Iteration 8F: 3 clusters Score -6790397 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -6791650.000000 Penalty: 3534.868164
	Iteration 9Q: 3 clusters Score -6791650 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -6792918.000000 Penalty: 3534.868164
	Iteration 10Q: 3 clusters Score -6792918 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -6793888.000000 Penalty: 3534.868164
	Iteration 11Q: 3 clusters Score -6793888 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -6794740.000000 Penalty: 3534.868164
	Iteration 12Q: 3 clusters Score -6794740 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -6795192.500000 Penalty: 3534.868164
	Iteration 13Q: 3 clusters Score -6795192 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -6795468.500000 Penalty: 3534.868164
	Iteration 14Q: 3 clusters Score -6795468 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -6795612.500000 Penalty: 3534.868164
	Iteration 15Q: 3 clusters Score -6795612 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -6795723.500000 Penalty: 3534.868164
	Iteration 16Q: 3 clusters Score -6795724 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -6795818.000000 Penalty: 3534.868164
	Iteration 17Q: 3 clusters Score -6795818 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -6795902.000000 Penalty: 3534.868164
	Iteration 18Q: 3 clusters Score -6795902 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -6795951.000000 Penalty: 3534.868164
	Iteration 19Q: 3 clusters Score -6795951 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -6796040.500000 Penalty: 3534.868164
	Iteration 20F: 3 clusters Score -6796040 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -6796088.500000 Penalty: 3534.868164
	Iteration 21Q: 3 clusters Score -6796088 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6796175.500000 Penalty: 3534.868164
	Iteration 22Q: 3 clusters Score -6796176 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -6796289.000000 Penalty: 3534.868164
	Iteration 23Q: 3 clusters Score -6796289 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -6796384.000000 Penalty: 3534.868164
	Iteration 24Q: 3 clusters Score -6796384 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -6796486.000000 Penalty: 3534.868164
	Iteration 25Q: 3 clusters Score -6796486 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -6796547.500000 Penalty: 3534.868164
	Iteration 26Q: 3 clusters Score -6796548 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -6796644.000000 Penalty: 3534.868164
	Iteration 27Q: 3 clusters Score -6796644 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -6796807.000000 Penalty: 3534.868164
	Iteration 28Q: 3 clusters Score -6796807 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -6796949.500000 Penalty: 3534.868164
	Iteration 29Q: 3 clusters Score -6796950 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -6797112.000000 Penalty: 3534.868164
	Iteration 30Q: 3 clusters Score -6797112 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -6797271.500000 Penalty: 3534.868164
	Iteration 31Q: 3 clusters Score -6797272 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -6797429.500000 Penalty: 3534.868164
	Iteration 32Q: 3 clusters Score -6797430 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -6797670.000000 Penalty: 3534.868164
	Iteration 33Q: 3 clusters Score -6797670 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -6797893.000000 Penalty: 3534.868164
	Iteration 34Q: 3 clusters Score -6797893 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -6798106.500000 Penalty: 3534.868164
	Iteration 35Q: 3 clusters Score -6798106 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -6798413.000000 Penalty: 3534.868164
	Iteration 36Q: 3 clusters Score -6798413 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -6798728.000000 Penalty: 3534.868164
	Iteration 37Q: 3 clusters Score -6798728 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -6799088.000000 Penalty: 3534.868164
	Iteration 38Q: 3 clusters Score -6799088 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -6799375.000000 Penalty: 3534.868164
	Iteration 39Q: 3 clusters Score -6799375 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -6799773.500000 Penalty: 3534.868164
	Iteration 40F: 3 clusters Score -6799774 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -6800163.500000 Penalty: 3534.868164
	Iteration 41Q: 3 clusters Score -6800164 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -6800645.500000 Penalty: 3534.868164
	Iteration 42Q: 3 clusters Score -6800646 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -6801034.000000 Penalty: 3534.868164
	Iteration 43Q: 3 clusters Score -6801034 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -6801438.000000 Penalty: 3534.868164
	Iteration 44Q: 3 clusters Score -6801438 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -6801822.500000 Penalty: 3534.868164
	Iteration 45Q: 3 clusters Score -6801822 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -6802091.000000 Penalty: 3534.868164
	Iteration 46Q: 3 clusters Score -6802091 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -6802346.500000 Penalty: 3534.868164
	Iteration 47Q: 3 clusters Score -6802346 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -6802652.000000 Penalty: 3534.868164
	Iteration 48Q: 3 clusters Score -6802652 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -6802921.000000 Penalty: 3534.868164
	Iteration 49Q: 3 clusters Score -6802921 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6803068.000000 Penalty: 3534.868164
	Iteration 50Q: 3 clusters Score -6803068 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -6803277.500000 Penalty: 3534.868164
	Iteration 51Q: 3 clusters Score -6803278 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6803456.500000 Penalty: 3534.868164
	Iteration 52Q: 3 clusters Score -6803456 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -6803605.000000 Penalty: 3534.868164
	Iteration 53Q: 3 clusters Score -6803605 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -6803711.500000 Penalty: 3534.868164
	Iteration 54Q: 3 clusters Score -6803712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -6803779.500000 Penalty: 3534.868164
	Iteration 55Q: 3 clusters Score -6803780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -6803817.500000 Penalty: 3534.868164
	Iteration 56Q: 3 clusters Score -6803818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -6803846.500000 Penalty: 3534.868164
	Iteration 57Q: 3 clusters Score -6803846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -6803852.000000 Penalty: 3534.868164
	Iteration 58Q: 3 clusters Score -6803852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -6803864.000000 Penalty: 3534.868164
	Iteration 59Q: 3 clusters Score -6803864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -6803879.500000 Penalty: 3534.868164
	Iteration 60F: 3 clusters Score -6803880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -6803881.000000 Penalty: 3534.868164
	Iteration 61Q: 3 clusters Score -6803881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -6803880.500000 Penalty: 3534.868164
	Iteration 62Q: 3 clusters Score -6803880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -6803882.000000 Penalty: 3534.868164
	Iteration 63Q: 3 clusters Score -6803882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -6803885.000000 Penalty: 3534.868164
	Iteration 64Q: 3 clusters Score -6803885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -6803886.000000 Penalty: 3534.868164
	Iteration 65Q: 3 clusters Score -6803886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -6803886.000000 Penalty: 3534.868164
	Iteration 66Q: 3 clusters Score -6803886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -6803891.000000 Penalty: 3534.868164
	Iteration 67Q: 3 clusters Score -6803891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -6803887.500000 Penalty: 3534.868164
	Iteration 68Q: 3 clusters Score -6803888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -6803886.500000 Penalty: 3534.868164
	Iteration 69Q: 3 clusters Score -6803886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -6803902.000000 Penalty: 3534.868164
	Iteration 70Q: 3 clusters Score -6803902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -6803898.500000 Penalty: 3534.868164
	Iteration 71Q: 3 clusters Score -6803898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -6803897.000000 Penalty: 3534.868164
	Iteration 72Q: 3 clusters Score -6803897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -6803896.500000 Penalty: 3534.868164
	Iteration 73Q: 3 clusters Score -6803896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -6803898.000000 Penalty: 3534.868164
	Iteration 74Q: 3 clusters Score -6803898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -6803897.500000 Penalty: 3534.868164
	Iteration 75Q: 3 clusters Score -6803898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -6803899.500000 Penalty: 3534.868164
	Iteration 76Q: 3 clusters Score -6803900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -6803899.500000 Penalty: 3534.868164
	Iteration 77F: 3 clusters Score -6803900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Entering Unmasked Estep 
Score: -8737722.000000 Penalty: 1810.910034
	Iteration 0F: 2 clusters Score -8737722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -8691507.000000 Penalty: 3621.820068
	Iteration 0F: 3 clusters Score -8691507 nChanged 32925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8710584.000000 Penalty: 3621.820068
	Iteration 1F: 3 clusters Score -8710584 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -8711415.000000 Penalty: 3621.820068
	Iteration 2Q: 3 clusters Score -8711415 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -8712726.000000 Penalty: 3621.820068
	Iteration 3Q: 3 clusters Score -8712726 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -8714384.000000 Penalty: 3621.820068
	Iteration 4F: 3 clusters Score -8714384 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8716843.000000 Penalty: 3621.820068
	Iteration 5F: 3 clusters Score -8716843 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -8720535.000000 Penalty: 3621.820068
	Iteration 6F: 3 clusters Score -8720535 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8724943 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8728869 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8731015.000000 Penalty: 3621.820068
	Iteration 9Q: 3 clusters Score -8731015 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8731920 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -8732526.000000 Penalty: 3621.820068
	Iteration 11Q: 3 clusters Score -8732526 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -8732916.000000 Penalty: 3621.820068
	Iteration 12Q: 3 clusters Score -8732916 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8733269.000000 Penalty: 3621.820068
	Iteration 13Q: 3 clusters Score -8733269 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8733562.000000 Penalty: 3621.820068
	Iteration 14Q: 3 clusters Score -8733562 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -8733810.000000 Penalty: 3621.820068
	Iteration 15Q: 3 clusters Score -8733810 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8734000.000000 Penalty: 3621.820068
	Iteration 16Q: 3 clusters Score -8734000 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8734221.000000 Penalty: 3621.820068
	Iteration 17Q: 3 clusters Score -8734221 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -8734393.000000 Penalty: 3621.820068
	Iteration 18Q: 3 clusters Score -8734393 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8734519.000000 Penalty: 3621.820068
	Iteration 19Q: 3 clusters Score -8734519 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -8734594.000000 Penalty: 3621.820068
	Iteration 20F: 3 clusters Score -8734594 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -8734647.000000 Penalty: 3621.820068
	Iteration 21Q: 3 clusters Score -8734647 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -8734742.000000 Penalty: 3621.820068
	Iteration 22Q: 3 clusters Score -8734742 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -8734785.000000 Penalty: 3621.820068
	Iteration 23Q: 3 clusters Score -8734785 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8734811.000000 Penalty: 3621.820068
	Iteration 24Q: 3 clusters Score -8734811 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -8734847.000000 Penalty: 3621.820068
	Iteration 25Q: 3 clusters Score -8734847 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -8734848.000000 Penalty: 3621.820068
	Iteration 26Q: 3 clusters Score -8734848 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -8734868.000000 Penalty: 3621.820068
	Iteration 27Q: 3 clusters Score -8734868 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -8734910.000000 Penalty: 3621.820068
	Iteration 28Q: 3 clusters Score -8734910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -8734932.000000 Penalty: 3621.820068
	Iteration 29Q: 3 clusters Score -8734932 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -8734962.000000 Penalty: 3621.820068
	Iteration 30Q: 3 clusters Score -8734962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -8734960.000000 Penalty: 3621.820068
	Iteration 31Q: 3 clusters Score -8734960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -8734960.000000 Penalty: 3621.820068
	Iteration 32Q: 3 clusters Score -8734960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -8734950.000000 Penalty: 3621.820068
	Iteration 33Q: 3 clusters Score -8734950 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -8734970.000000 Penalty: 3621.820068
	Iteration 34Q: 3 clusters Score -8734970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -8735011.000000 Penalty: 3621.820068
	Iteration 35Q: 3 clusters Score -8735011 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -8735020.000000 Penalty: 3621.820068
	Iteration 36Q: 3 clusters Score -8735020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -8735028.000000 Penalty: 3621.820068
	Iteration 37Q: 3 clusters Score -8735028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -8735031.000000 Penalty: 3621.820068
	Iteration 38Q: 3 clusters Score -8735031 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -8735033.000000 Penalty: 3621.820068
	Iteration 39Q: 3 clusters Score -8735033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -8735042.000000 Penalty: 3621.820068
	Iteration 40F: 3 clusters Score -8735042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -8735061.000000 Penalty: 3621.820068
	Iteration 41Q: 3 clusters Score -8735061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8735061 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -8735077.000000 Penalty: 3621.820068
	Iteration 43Q: 3 clusters Score -8735077 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -8735090.000000 Penalty: 3621.820068
	Iteration 44Q: 3 clusters Score -8735090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -8735090.000000 Penalty: 3621.820068
	Iteration 45Q: 3 clusters Score -8735090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -8735093.000000 Penalty: 3621.820068
	Iteration 46Q: 3 clusters Score -8735093 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -8735107.000000 Penalty: 3621.820068
	Iteration 47Q: 3 clusters Score -8735107 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -8735112.000000 Penalty: 3621.820068
	Iteration 48Q: 3 clusters Score -8735112 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -8735136.000000 Penalty: 3621.820068
	Iteration 49Q: 3 clusters Score -8735136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -8735132.000000 Penalty: 3621.820068
	Iteration 50Q: 3 clusters Score -8735132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -8735120.000000 Penalty: 3621.820068
	Iteration 51Q: 3 clusters Score -8735120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -8735139.000000 Penalty: 3621.820068
	Iteration 52Q: 3 clusters Score -8735139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -8735146.000000 Penalty: 3621.820068
	Iteration 53Q: 3 clusters Score -8735146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -8735150.000000 Penalty: 3621.820068
	Iteration 54Q: 3 clusters Score -8735150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -8735164.000000 Penalty: 3621.820068
	Iteration 55Q: 3 clusters Score -8735164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -8735180.000000 Penalty: 3621.820068
	Iteration 56Q: 3 clusters Score -8735180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -8735177.000000 Penalty: 3621.820068
	Iteration 57Q: 3 clusters Score -8735177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -8735176.000000 Penalty: 3621.820068
	Iteration 58Q: 3 clusters Score -8735176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -8735192.000000 Penalty: 3621.820068
	Iteration 59Q: 3 clusters Score -8735192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -8735205.000000 Penalty: 3621.820068
	Iteration 60F: 3 clusters Score -8735205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -8735196.000000 Penalty: 3621.820068
	Iteration 61Q: 3 clusters Score -8735196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -8735201.000000 Penalty: 3621.820068
	Iteration 62Q: 3 clusters Score -8735201 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -8735193.000000 Penalty: 3621.820068
	Iteration 63Q: 3 clusters Score -8735193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -8735198.000000 Penalty: 3621.820068
	Iteration 64Q: 3 clusters Score -8735198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -8735191.000000 Penalty: 3621.820068
	Iteration 65Q: 3 clusters Score -8735191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -8735209.000000 Penalty: 3621.820068
	Iteration 66Q: 3 clusters Score -8735209 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -8735208.000000 Penalty: 3621.820068
	Iteration 67Q: 3 clusters Score -8735208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -8735220.000000 Penalty: 3621.820068
	Iteration 68Q: 3 clusters Score -8735220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -8735227.000000 Penalty: 3621.820068
	Iteration 69Q: 3 clusters Score -8735227 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -8735239.000000 Penalty: 3621.820068
	Iteration 70Q: 3 clusters Score -8735239 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -8735247.000000 Penalty: 3621.820068
	Iteration 71Q: 3 clusters Score -8735247 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -8735231.000000 Penalty: 3621.820068
	Iteration 72Q: 3 clusters Score -8735231 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -8735258.000000 Penalty: 3621.820068
	Iteration 73Q: 3 clusters Score -8735258 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -8735246.000000 Penalty: 3621.820068
	Iteration 74Q: 3 clusters Score -8735246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -8735254.000000 Penalty: 3621.820068
	Iteration 75Q: 3 clusters Score -8735254 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -8735247.000000 Penalty: 3621.820068
	Iteration 76Q: 3 clusters Score -8735247 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -8735237.000000 Penalty: 3621.820068
	Iteration 77Q: 3 clusters Score -8735237 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -8735243.000000 Penalty: 3621.820068
	Iteration 78Q: 3 clusters Score -8735243 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8735246 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -8735264.000000 Penalty: 3621.820068
	Iteration 80F: 3 clusters Score -8735264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -8735282.000000 Penalty: 3621.820068
	Iteration 81Q: 3 clusters Score -8735282 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -8735276.000000 Penalty: 3621.820068
	Iteration 82Q: 3 clusters Score -8735276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -8735272.000000 Penalty: 3621.820068
	Iteration 83Q: 3 clusters Score -8735272 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -8735269.000000 Penalty: 3621.820068
	Iteration 84Q: 3 clusters Score -8735269 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -8735274.000000 Penalty: 3621.820068
	Iteration 85Q: 3 clusters Score -8735274 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -8735270.000000 Penalty: 3621.820068
	Iteration 86Q: 3 clusters Score -8735270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -8735248.000000 Penalty: 3621.820068
	Iteration 87Q: 3 clusters Score -8735248 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -8735230.000000 Penalty: 3621.820068
	Iteration 88Q: 3 clusters Score -8735230 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -8735244.000000 Penalty: 3621.820068
	Iteration 89Q: 3 clusters Score -8735244 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -8735239.000000 Penalty: 3621.820068
	Iteration 90Q: 3 clusters Score -8735239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -8735246.000000 Penalty: 3621.820068
	Iteration 91Q: 3 clusters Score -8735246 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -8735234.000000 Penalty: 3621.820068
	Iteration 92Q: 3 clusters Score -8735234 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -8735248.000000 Penalty: 3621.820068
	Iteration 93Q: 3 clusters Score -8735248 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -8735234.000000 Penalty: 3621.820068
	Iteration 94Q: 3 clusters Score -8735234 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -8735242.000000 Penalty: 3621.820068
	Iteration 95Q: 3 clusters Score -8735242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -8735251.000000 Penalty: 3621.820068
	Iteration 96Q: 3 clusters Score -8735251 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -8735262.000000 Penalty: 3621.820068
	Iteration 97Q: 3 clusters Score -8735262 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -8735262.000000 Penalty: 3621.820068
	Iteration 98Q: 3 clusters Score -8735262 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -8735259.000000 Penalty: 3621.820068
	Iteration 99Q: 3 clusters Score -8735259 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -8735257.000000 Penalty: 3621.820068
	Iteration 100F: 3 clusters Score -8735257 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8735271 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8735280 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8735274 nChanged 13
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Mstep: Class 1 contains 33081 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8735272 nChanged 13
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Mstep: Class 1 contains 33094 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8735278 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8735275 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -8735290.000000 Penalty: 3621.820068
	Iteration 107Q: 3 clusters Score -8735290 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33140 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8735287 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -8735281.000000 Penalty: 3621.820068
	Iteration 109Q: 3 clusters Score -8735281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -8735280.000000 Penalty: 3621.820068
	Iteration 110Q: 3 clusters Score -8735280 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -8735273.000000 Penalty: 3621.820068
	Iteration 111Q: 3 clusters Score -8735273 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -8735270.000000 Penalty: 3621.820068
	Iteration 112Q: 3 clusters Score -8735270 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8735272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -8735285.000000 Penalty: 3621.820068
	Iteration 114Q: 3 clusters Score -8735285 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -8735282.000000 Penalty: 3621.820068
	Iteration 115Q: 3 clusters Score -8735282 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -8735297.000000 Penalty: 3621.820068
	Iteration 116Q: 3 clusters Score -8735297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -8735305.000000 Penalty: 3621.820068
	Iteration 117Q: 3 clusters Score -8735305 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -8735293.000000 Penalty: 3621.820068
	Iteration 118Q: 3 clusters Score -8735293 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8735294.000000 Penalty: 3621.820068
	Iteration 119Q: 3 clusters Score -8735294 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -8735311.000000 Penalty: 3621.820068
	Iteration 120F: 3 clusters Score -8735311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -8735323.000000 Penalty: 3621.820068
	Iteration 121Q: 3 clusters Score -8735323 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -8735320.000000 Penalty: 3621.820068
	Iteration 122Q: 3 clusters Score -8735320 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8735297 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -8735288.000000 Penalty: 3621.820068
	Iteration 124Q: 3 clusters Score -8735288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -8735287.000000 Penalty: 3621.820068
	Iteration 125Q: 3 clusters Score -8735287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -8735271.000000 Penalty: 3621.820068
	Iteration 126Q: 3 clusters Score -8735271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -8735277.000000 Penalty: 3621.820068
	Iteration 127Q: 3 clusters Score -8735277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -8735270.000000 Penalty: 3621.820068
	Iteration 128Q: 3 clusters Score -8735270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -8735293.000000 Penalty: 3621.820068
	Iteration 129Q: 3 clusters Score -8735293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -8735301.000000 Penalty: 3621.820068
	Iteration 130Q: 3 clusters Score -8735301 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8735311.000000 Penalty: 3621.820068
	Iteration 131Q: 3 clusters Score -8735311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -8735314.000000 Penalty: 3621.820068
	Iteration 132Q: 3 clusters Score -8735314 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -8735298.000000 Penalty: 3621.820068
	Iteration 133Q: 3 clusters Score -8735298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8735294 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -8735303.000000 Penalty: 3621.820068
	Iteration 135Q: 3 clusters Score -8735303 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -8735308.000000 Penalty: 3621.820068
	Iteration 136Q: 3 clusters Score -8735308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -8735318.000000 Penalty: 3621.820068
	Iteration 137Q: 3 clusters Score -8735318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -8735334.000000 Penalty: 3621.820068
	Iteration 138Q: 3 clusters Score -8735334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -8735344.000000 Penalty: 3621.820068
	Iteration 139Q: 3 clusters Score -8735344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -8735356.000000 Penalty: 3621.820068
	Iteration 140F: 3 clusters Score -8735356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -8735387.000000 Penalty: 3621.820068
	Iteration 141Q: 3 clusters Score -8735387 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -8735380.000000 Penalty: 3621.820068
	Iteration 142Q: 3 clusters Score -8735380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -8735362.000000 Penalty: 3621.820068
	Iteration 143Q: 3 clusters Score -8735362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -8735354.000000 Penalty: 3621.820068
	Iteration 144Q: 3 clusters Score -8735354 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -8735336.000000 Penalty: 3621.820068
	Iteration 145Q: 3 clusters Score -8735336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -8735345.000000 Penalty: 3621.820068
	Iteration 146Q: 3 clusters Score -8735345 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -8735347.000000 Penalty: 3621.820068
	Iteration 147Q: 3 clusters Score -8735347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -8735357.000000 Penalty: 3621.820068
	Iteration 148Q: 3 clusters Score -8735357 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -8735337.000000 Penalty: 3621.820068
	Iteration 149Q: 3 clusters Score -8735337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -8735345.000000 Penalty: 3621.820068
	Iteration 150Q: 3 clusters Score -8735345 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8735338.000000 Penalty: 3621.820068
	Iteration 151Q: 3 clusters Score -8735338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -8735328.000000 Penalty: 3621.820068
	Iteration 152Q: 3 clusters Score -8735328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -8735325.000000 Penalty: 3621.820068
	Iteration 153Q: 3 clusters Score -8735325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -8735312.000000 Penalty: 3621.820068
	Iteration 154Q: 3 clusters Score -8735312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -8735313.000000 Penalty: 3621.820068
	Iteration 155Q: 3 clusters Score -8735313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -8735326.000000 Penalty: 3621.820068
	Iteration 156Q: 3 clusters Score -8735326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -8735324.000000 Penalty: 3621.820068
	Iteration 157Q: 3 clusters Score -8735324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -8735315.000000 Penalty: 3621.820068
	Iteration 158Q: 3 clusters Score -8735315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -8735317.000000 Penalty: 3621.820068
	Iteration 159Q: 3 clusters Score -8735317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -8735325.000000 Penalty: 3621.820068
	Iteration 160F: 3 clusters Score -8735325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -8735329.000000 Penalty: 3621.820068
	Iteration 161Q: 3 clusters Score -8735329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -8735330.000000 Penalty: 3621.820068
	Iteration 162Q: 3 clusters Score -8735330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -8735324.000000 Penalty: 3621.820068
	Iteration 163Q: 3 clusters Score -8735324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -8735321.000000 Penalty: 3621.820068
	Iteration 164Q: 3 clusters Score -8735321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -8735315.000000 Penalty: 3621.820068
	Iteration 165Q: 3 clusters Score -8735315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -8735318.000000 Penalty: 3621.820068
	Iteration 166Q: 3 clusters Score -8735318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -8735319.000000 Penalty: 3621.820068
	Iteration 167Q: 3 clusters Score -8735319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -8735308.000000 Penalty: 3621.820068
	Iteration 168Q: 3 clusters Score -8735308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -8735309.000000 Penalty: 3621.820068
	Iteration 169Q: 3 clusters Score -8735309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -8735306.000000 Penalty: 3621.820068
	Iteration 170Q: 3 clusters Score -8735306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -8735313.000000 Penalty: 3621.820068
	Iteration 171Q: 3 clusters Score -8735313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -8735311.000000 Penalty: 3621.820068
	Iteration 172Q: 3 clusters Score -8735311 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8735313 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -8735309.000000 Penalty: 3621.820068
	Iteration 174Q: 3 clusters Score -8735309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -8735308.000000 Penalty: 3621.820068
	Iteration 175Q: 3 clusters Score -8735308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -8735295.000000 Penalty: 3621.820068
	Iteration 176Q: 3 clusters Score -8735295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8735293 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -8735298.000000 Penalty: 3621.820068
	Iteration 178Q: 3 clusters Score -8735298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -8735287.000000 Penalty: 3621.820068
	Iteration 179Q: 3 clusters Score -8735287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -8735286.000000 Penalty: 3621.820068
	Iteration 180F: 3 clusters Score -8735286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -8735294.000000 Penalty: 3621.820068
	Iteration 181Q: 3 clusters Score -8735294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8735292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8735292 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8735293 nChanged 0
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Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
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	Iteration 185F: 3 clusters Score -8735293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -157349.046875 Penalty: 1155.885620
	Iteration 0F: 2 clusters Score -157349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -155746.140625 Penalty: 2311.771240
	Iteration 0F: 3 clusters Score -155746.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -156006 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -156083.296875 Penalty: 2311.771240
	Iteration 2F: 3 clusters Score -156083.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -156133.906250 Penalty: 2311.771240
	Iteration 3Q: 3 clusters Score -156133.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -156173.296875 Penalty: 2311.771240
	Iteration 4Q: 3 clusters Score -156173.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -156184.781250 Penalty: 2311.771240
	Iteration 5Q: 3 clusters Score -156184.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156195.406250 Penalty: 2311.771240
	Iteration 6Q: 3 clusters Score -156195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -156200.640625 Penalty: 2311.771240
	Iteration 7Q: 3 clusters Score -156200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -156206.140625 Penalty: 2311.771240
	Iteration 8Q: 3 clusters Score -156206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -156210.437500 Penalty: 2311.771240
	Iteration 9Q: 3 clusters Score -156210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -156214.359375 Penalty: 2311.771240
	Iteration 10Q: 3 clusters Score -156214.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -156219.406250 Penalty: 2311.771240
	Iteration 11Q: 3 clusters Score -156219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -156223.703125 Penalty: 2311.771240
	Iteration 12Q: 3 clusters Score -156223.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -156227.562500 Penalty: 2311.771240
	Iteration 13Q: 3 clusters Score -156227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -156235.000000 Penalty: 2311.771240
	Iteration 14Q: 3 clusters Score -156235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -156239.343750 Penalty: 2311.771240
	Iteration 15Q: 3 clusters Score -156239.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -156244.281250 Penalty: 2311.771240
	Iteration 16Q: 3 clusters Score -156244.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -156250.968750 Penalty: 2311.771240
	Iteration 17Q: 3 clusters Score -156251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -156255.000000 Penalty: 2311.771240
	Iteration 18Q: 3 clusters Score -156255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -156259.718750 Penalty: 2311.771240
	Iteration 19Q: 3 clusters Score -156259.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -156261.609375 Penalty: 2311.771240
	Iteration 20F: 3 clusters Score -156261.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Entering Unmasked Estep 
Score: -5174964.000000 Penalty: 1725.294556
	Iteration 0F: 2 clusters Score -5174964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -5147653.000000 Penalty: 3450.589111
	Iteration 0F: 3 clusters Score -5147653 nChanged 18896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -5158211.000000 Penalty: 3450.589111
	Iteration 1F: 3 clusters Score -5158211 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5158560.000000 Penalty: 3450.589111
	Iteration 2Q: 3 clusters Score -5158560 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -5158930.000000 Penalty: 3450.589111
	Iteration 3Q: 3 clusters Score -5158930 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -5159384.500000 Penalty: 3450.589111
	Iteration 4Q: 3 clusters Score -5159384 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -5160035.000000 Penalty: 3450.589111
	Iteration 5Q: 3 clusters Score -5160035 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -5161027.500000 Penalty: 3450.589111
	Iteration 6Q: 3 clusters Score -5161028 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -5162684.000000 Penalty: 3450.589111
	Iteration 7F: 3 clusters Score -5162684 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -5164671.000000 Penalty: 3450.589111
	Iteration 8F: 3 clusters Score -5164671 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -5166628.500000 Penalty: 3450.589111
	Iteration 9F: 3 clusters Score -5166628 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -5168148.500000 Penalty: 3450.589111
	Iteration 10Q: 3 clusters Score -5168148 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -5169115.000000 Penalty: 3450.589111
	Iteration 11Q: 3 clusters Score -5169115 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5169881.000000 Penalty: 3450.589111
	Iteration 12Q: 3 clusters Score -5169881 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5170459.500000 Penalty: 3450.589111
	Iteration 13Q: 3 clusters Score -5170460 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5170928.000000 Penalty: 3450.589111
	Iteration 14Q: 3 clusters Score -5170928 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5171339.500000 Penalty: 3450.589111
	Iteration 15Q: 3 clusters Score -5171340 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5171756.500000 Penalty: 3450.589111
	Iteration 16Q: 3 clusters Score -5171756 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5172105.000000 Penalty: 3450.589111
	Iteration 17Q: 3 clusters Score -5172105 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5172444.500000 Penalty: 3450.589111
	Iteration 18Q: 3 clusters Score -5172444 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5172698.500000 Penalty: 3450.589111
	Iteration 19Q: 3 clusters Score -5172698 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5172918.000000 Penalty: 3450.589111
	Iteration 20F: 3 clusters Score -5172918 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5173073.500000 Penalty: 3450.589111
	Iteration 21Q: 3 clusters Score -5173074 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5173188.000000 Penalty: 3450.589111
	Iteration 22Q: 3 clusters Score -5173188 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5173286.500000 Penalty: 3450.589111
	Iteration 23Q: 3 clusters Score -5173286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5173323.000000 Penalty: 3450.589111
	Iteration 24Q: 3 clusters Score -5173323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5173351.500000 Penalty: 3450.589111
	Iteration 25Q: 3 clusters Score -5173352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5173373.000000 Penalty: 3450.589111
	Iteration 26Q: 3 clusters Score -5173373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5173382.000000 Penalty: 3450.589111
	Iteration 27Q: 3 clusters Score -5173382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5173386.000000 Penalty: 3450.589111
	Iteration 28Q: 3 clusters Score -5173386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5173390.000000 Penalty: 3450.589111
	Iteration 29Q: 3 clusters Score -5173390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5173399.000000 Penalty: 3450.589111
	Iteration 30Q: 3 clusters Score -5173399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5173406.000000 Penalty: 3450.589111
	Iteration 31Q: 3 clusters Score -5173406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5173408.000000 Penalty: 3450.589111
	Iteration 32Q: 3 clusters Score -5173408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5173417.000000 Penalty: 3450.589111
	Iteration 33Q: 3 clusters Score -5173417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5173422.000000 Penalty: 3450.589111
	Iteration 34Q: 3 clusters Score -5173422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5173422.000000 Penalty: 3450.589111
	Iteration 35Q: 3 clusters Score -5173422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5173426.000000 Penalty: 3450.589111
	Iteration 36Q: 3 clusters Score -5173426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5173426.500000 Penalty: 3450.589111
	Iteration 37Q: 3 clusters Score -5173426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5173428.500000 Penalty: 3450.589111
	Iteration 38Q: 3 clusters Score -5173428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5173430.000000 Penalty: 3450.589111
	Iteration 39Q: 3 clusters Score -5173430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5173432.500000 Penalty: 3450.589111
	Iteration 40F: 3 clusters Score -5173432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5173431.000000 Penalty: 3450.589111
	Iteration 41Q: 3 clusters Score -5173431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5173434.000000 Penalty: 3450.589111
	Iteration 42Q: 3 clusters Score -5173434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5173440.500000 Penalty: 3450.589111
	Iteration 43Q: 3 clusters Score -5173440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5173447.000000 Penalty: 3450.589111
	Iteration 44Q: 3 clusters Score -5173447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5173447.000000 Penalty: 3450.589111
	Iteration 45F: 3 clusters Score -5173447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Entering Unmasked Estep 
Score: -5980852.000000 Penalty: 1745.232300
	Iteration 0F: 2 clusters Score -5980852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5950698.500000 Penalty: 3490.464600
	Iteration 0F: 3 clusters Score -5950698 nChanged 21560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5962604.000000 Penalty: 3490.464600
	Iteration 1F: 3 clusters Score -5962604 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -5963086.000000 Penalty: 3490.464600
	Iteration 2Q: 3 clusters Score -5963086 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -5963918.000000 Penalty: 3490.464600
	Iteration 3Q: 3 clusters Score -5963918 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5965228.500000 Penalty: 3490.464600
	Iteration 4F: 3 clusters Score -5965228 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -5967280.000000 Penalty: 3490.464600
	Iteration 5F: 3 clusters Score -5967280 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -5970132.500000 Penalty: 3490.464600
	Iteration 6F: 3 clusters Score -5970132 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -5973405.500000 Penalty: 3490.464600
	Iteration 7F: 3 clusters Score -5973406 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5976175.000000 Penalty: 3490.464600
	Iteration 8F: 3 clusters Score -5976175 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5977872.000000 Penalty: 3490.464600
	Iteration 9Q: 3 clusters Score -5977872 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5978703.000000 Penalty: 3490.464600
	Iteration 10Q: 3 clusters Score -5978703 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5979025.000000 Penalty: 3490.464600
	Iteration 11Q: 3 clusters Score -5979025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5979171.000000 Penalty: 3490.464600
	Iteration 12Q: 3 clusters Score -5979171 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5979233.500000 Penalty: 3490.464600
	Iteration 13Q: 3 clusters Score -5979234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5979283.000000 Penalty: 3490.464600
	Iteration 14Q: 3 clusters Score -5979283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5979309.500000 Penalty: 3490.464600
	Iteration 15Q: 3 clusters Score -5979310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5979326.000000 Penalty: 3490.464600
	Iteration 16Q: 3 clusters Score -5979326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5979336.500000 Penalty: 3490.464600
	Iteration 17Q: 3 clusters Score -5979336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5979341.000000 Penalty: 3490.464600
	Iteration 18Q: 3 clusters Score -5979341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5979341.000000 Penalty: 3490.464600
	Iteration 19F: 3 clusters Score -5979341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 59723 members 
Mstep: Class 4 contains 85785 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 79723 members 
Mstep: Class 10 contains 7390 members 
Mstep: Class 11 contains 30595 members 
Mstep: Class 12 contains 27064 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 52919 members 
Mstep: Class 18 contains 69152 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40831 members 
Mstep: Class 23 contains 46161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806420.000000 Penalty: 36390.246094
Iteration 159Q: 18 clusters Score -6.580642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 59722 members 
Mstep: Class 4 contains 85783 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 79726 members 
Mstep: Class 10 contains 7392 members 
Mstep: Class 11 contains 30593 members 
Mstep: Class 12 contains 27060 members 
Mstep: Class 13 contains 1420 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52920 members 
Mstep: Class 18 contains 69150 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40829 members 
Mstep: Class 23 contains 46163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806428.000000 Penalty: 36390.246094
Iteration 160F: 18 clusters Score -6.580643e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59720 members 
Mstep: Class 4 contains 85778 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6662 members 
Mstep: Class 7 contains 79726 members 
Mstep: Class 10 contains 7391 members 
Mstep: Class 11 contains 30595 members 
Mstep: Class 12 contains 27058 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 52920 members 
Mstep: Class 18 contains 69142 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40830 members 
Mstep: Class 23 contains 46163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806360.000000 Penalty: 36390.246094
Iteration 161Q: 18 clusters Score -6.580636e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59719 members 
Mstep: Class 4 contains 85782 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 79726 members 
Mstep: Class 10 contains 7389 members 
Mstep: Class 11 contains 30595 members 
Mstep: Class 12 contains 27057 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52913 members 
Mstep: Class 18 contains 69140 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40828 members 
Mstep: Class 23 contains 46160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806376.000000 Penalty: 36390.246094
Iteration 162Q: 18 clusters Score -6.580638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59720 members 
Mstep: Class 4 contains 85783 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 79723 members 
Mstep: Class 10 contains 7388 members 
Mstep: Class 11 contains 30594 members 
Mstep: Class 12 contains 27054 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52908 members 
Mstep: Class 18 contains 69139 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40829 members 
Mstep: Class 23 contains 46162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806368.000000 Penalty: 36390.246094
Iteration 163Q: 18 clusters Score -6.580637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59719 members 
Mstep: Class 4 contains 85785 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6693 members 
Mstep: Class 7 contains 79721 members 
Mstep: Class 10 contains 7387 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 27052 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52905 members 
Mstep: Class 18 contains 69134 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40831 members 
Mstep: Class 23 contains 46165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806444.000000 Penalty: 36390.246094
Iteration 164Q: 18 clusters Score -6.580644e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59717 members 
Mstep: Class 4 contains 85783 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 79717 members 
Mstep: Class 10 contains 7384 members 
Mstep: Class 11 contains 30593 members 
Mstep: Class 12 contains 27051 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52905 members 
Mstep: Class 18 contains 69131 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40832 members 
Mstep: Class 23 contains 46169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806496.000000 Penalty: 36390.246094
Iteration 165Q: 18 clusters Score -6.58065e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59715 members 
Mstep: Class 4 contains 85786 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 79716 members 
Mstep: Class 10 contains 7381 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 27051 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52903 members 
Mstep: Class 18 contains 69131 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40836 members 
Mstep: Class 23 contains 46167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806496.000000 Penalty: 36390.246094
Iteration 166Q: 18 clusters Score -6.58065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59715 members 
Mstep: Class 4 contains 85788 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6707 members 
Mstep: Class 7 contains 79715 members 
Mstep: Class 10 contains 7382 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 27050 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52903 members 
Mstep: Class 18 contains 69125 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40840 members 
Mstep: Class 23 contains 46167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806460.000000 Penalty: 36390.246094
Iteration 167Q: 18 clusters Score -6.580646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59715 members 
Mstep: Class 4 contains 85788 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6711 members 
Mstep: Class 7 contains 79715 members 
Mstep: Class 10 contains 7381 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 27049 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52904 members 
Mstep: Class 18 contains 69121 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40842 members 
Mstep: Class 23 contains 46166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806452.000000 Penalty: 36390.246094
Iteration 168Q: 18 clusters Score -6.580645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 59715 members 
Mstep: Class 4 contains 85789 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 79714 members 
Mstep: Class 10 contains 7380 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 27049 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52902 members 
Mstep: Class 18 contains 69119 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40840 members 
Mstep: Class 23 contains 46167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806432.000000 Penalty: 36390.246094
Iteration 169Q: 18 clusters Score -6.580643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 59715 members 
Mstep: Class 4 contains 85790 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 79713 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 27049 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52900 members 
Mstep: Class 18 contains 69120 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40839 members 
Mstep: Class 23 contains 46168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806412.000000 Penalty: 36390.246094
Iteration 170Q: 18 clusters Score -6.580641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 85790 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 79712 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 27049 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52903 members 
Mstep: Class 18 contains 69118 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40838 members 
Mstep: Class 23 contains 46166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806456.000000 Penalty: 36390.246094
Iteration 171Q: 18 clusters Score -6.580646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 85790 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6724 members 
Mstep: Class 7 contains 79713 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 27049 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52904 members 
Mstep: Class 18 contains 69115 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40837 members 
Mstep: Class 23 contains 46166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806444.000000 Penalty: 36390.246094
Iteration 172Q: 18 clusters Score -6.580644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 85795 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6723 members 
Mstep: Class 7 contains 79716 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 27048 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52903 members 
Mstep: Class 18 contains 69111 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40836 members 
Mstep: Class 23 contains 46166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806392.000000 Penalty: 36390.246094
Iteration 173Q: 18 clusters Score -6.580639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 85796 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 79718 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 30593 members 
Mstep: Class 12 contains 27048 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52903 members 
Mstep: Class 18 contains 69108 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40835 members 
Mstep: Class 23 contains 46168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806416.000000 Penalty: 36390.246094
Iteration 174Q: 18 clusters Score -6.580642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 85794 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 79718 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 30593 members 
Mstep: Class 12 contains 27048 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5818 members 
Mstep: Class 15 contains 52903 members 
Mstep: Class 18 contains 69108 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40836 members 
Mstep: Class 23 contains 46168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806440.000000 Penalty: 36390.246094
Iteration 175Q: 18 clusters Score -6.580644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 85796 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 79719 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 30594 members 
Mstep: Class 12 contains 27047 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52903 members 
Mstep: Class 18 contains 69106 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40837 members 
Mstep: Class 23 contains 46167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806440.000000 Penalty: 36390.246094
Iteration 176Q: 18 clusters Score -6.580644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 85796 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 79719 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 30597 members 
Mstep: Class 12 contains 27047 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52903 members 
Mstep: Class 18 contains 69103 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40837 members 
Mstep: Class 23 contains 46167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806428.000000 Penalty: 36390.246094
Iteration 177Q: 18 clusters Score -6.580643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 59714 members 
Mstep: Class 4 contains 85796 members 
Mstep: Class 5 contains 177 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 79719 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 30597 members 
Mstep: Class 12 contains 27047 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 52903 members 
Mstep: Class 18 contains 69103 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 22 contains 40837 members 
Mstep: Class 23 contains 46167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806428.000000 Penalty: 36390.246094
Iteration 178F: 18 clusters Score -6.580643e+07 nChanged 0
Entering ConstructFrom: 
Score: -65806428.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -69447.507812 Penalty: 1040.580811
	Iteration 0F: 2 clusters Score -69447.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68303.281250 Penalty: 2081.161621
	Iteration 0F: 3 clusters Score -68303.28 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68565.718750 Penalty: 2081.161621
	Iteration 1F: 3 clusters Score -68565.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68719.968750 Penalty: 2081.161621
	Iteration 2F: 3 clusters Score -68719.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68844.250000 Penalty: 2081.161621
	Iteration 3F: 3 clusters Score -68844.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68941.351562 Penalty: 2081.161621
	Iteration 4F: 3 clusters Score -68941.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68989.109375 Penalty: 2081.161621
	Iteration 5Q: 3 clusters Score -68989.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69029.554688 Penalty: 2081.161621
	Iteration 6Q: 3 clusters Score -69029.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69054.742188 Penalty: 2081.161621
	Iteration 7Q: 3 clusters Score -69054.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69061.312500 Penalty: 2081.161621
	Iteration 8Q: 3 clusters Score -69061.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69069.695312 Penalty: 2081.161621
	Iteration 9Q: 3 clusters Score -69069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69075.789062 Penalty: 2081.161621
	Iteration 10Q: 3 clusters Score -69075.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69080.828125 Penalty: 2081.161621
	Iteration 11Q: 3 clusters Score -69080.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69084.773438 Penalty: 2081.161621
	Iteration 12Q: 3 clusters Score -69084.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69088.023438 Penalty: 2081.161621
	Iteration 13Q: 3 clusters Score -69088.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69088.023438 Penalty: 2081.161621
	Iteration 14F: 3 clusters Score -69088.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Entering Unmasked Estep 
Score: -1369241.750000 Penalty: 1507.690063
	Iteration 0F: 2 clusters Score -1369242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1361731.750000 Penalty: 3015.380127
	Iteration 0F: 3 clusters Score -1361732 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1364201.375000 Penalty: 3015.380127
	Iteration 1F: 3 clusters Score -1364201 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1364430.875000 Penalty: 3015.380127
	Iteration 2F: 3 clusters Score -1364431 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1364588.875000 Penalty: 3015.380127
	Iteration 3Q: 3 clusters Score -1364589 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1364731.125000 Penalty: 3015.380127
	Iteration 4Q: 3 clusters Score -1364731 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1364862.375000 Penalty: 3015.380127
	Iteration 5Q: 3 clusters Score -1364862 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1364977.125000 Penalty: 3015.380127
	Iteration 6Q: 3 clusters Score -1364977 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1365113.625000 Penalty: 3015.380127
	Iteration 7Q: 3 clusters Score -1365114 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1365264.750000 Penalty: 3015.380127
	Iteration 8Q: 3 clusters Score -1365265 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1365455.875000 Penalty: 3015.380127
	Iteration 9Q: 3 clusters Score -1365456 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1365727.125000 Penalty: 3015.380127
	Iteration 10Q: 3 clusters Score -1365727 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1366052.875000 Penalty: 3015.380127
	Iteration 11Q: 3 clusters Score -1366053 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1366404.875000 Penalty: 3015.380127
	Iteration 12Q: 3 clusters Score -1366405 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1366729.000000 Penalty: 3015.380127
	Iteration 13Q: 3 clusters Score -1366729 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1367010.125000 Penalty: 3015.380127
	Iteration 14Q: 3 clusters Score -1367010 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1367220.125000 Penalty: 3015.380127
	Iteration 15Q: 3 clusters Score -1367220 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1367356.875000 Penalty: 3015.380127
	Iteration 16Q: 3 clusters Score -1367357 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1367444.875000 Penalty: 3015.380127
	Iteration 17Q: 3 clusters Score -1367445 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1367516.500000 Penalty: 3015.380127
	Iteration 18Q: 3 clusters Score -1367516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1367579.125000 Penalty: 3015.380127
	Iteration 19Q: 3 clusters Score -1367579 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1367628.625000 Penalty: 3015.380127
	Iteration 20F: 3 clusters Score -1367629 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1367674.125000 Penalty: 3015.380127
	Iteration 21Q: 3 clusters Score -1367674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1367719.500000 Penalty: 3015.380127
	Iteration 22Q: 3 clusters Score -1367720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1367764.500000 Penalty: 3015.380127
	Iteration 23Q: 3 clusters Score -1367764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1367801.500000 Penalty: 3015.380127
	Iteration 24Q: 3 clusters Score -1367802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1367845.000000 Penalty: 3015.380127
	Iteration 25Q: 3 clusters Score -1367845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1367873.250000 Penalty: 3015.380127
	Iteration 26Q: 3 clusters Score -1367873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1367894.000000 Penalty: 3015.380127
	Iteration 27Q: 3 clusters Score -1367894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1367913.375000 Penalty: 3015.380127
	Iteration 28Q: 3 clusters Score -1367913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1367920.000000 Penalty: 3015.380127
	Iteration 29Q: 3 clusters Score -1367920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1367927.000000 Penalty: 3015.380127
	Iteration 30Q: 3 clusters Score -1367927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1367931.875000 Penalty: 3015.380127
	Iteration 31Q: 3 clusters Score -1367932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1367938.875000 Penalty: 3015.380127
	Iteration 32Q: 3 clusters Score -1367939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1367948.875000 Penalty: 3015.380127
	Iteration 33Q: 3 clusters Score -1367949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1367958.500000 Penalty: 3015.380127
	Iteration 34Q: 3 clusters Score -1367958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1367963.500000 Penalty: 3015.380127
	Iteration 35Q: 3 clusters Score -1367964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1367967.625000 Penalty: 3015.380127
	Iteration 36Q: 3 clusters Score -1367968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1367969.750000 Penalty: 3015.380127
	Iteration 37Q: 3 clusters Score -1367970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1367972.750000 Penalty: 3015.380127
	Iteration 38Q: 3 clusters Score -1367973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1367971.750000 Penalty: 3015.380127
	Iteration 39Q: 3 clusters Score -1367972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1367970.875000 Penalty: 3015.380127
	Iteration 40F: 3 clusters Score -1367971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1367970.750000 Penalty: 3015.380127
	Iteration 41Q: 3 clusters Score -1367971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1367970.750000 Penalty: 3015.380127
	Iteration 42F: 3 clusters Score -1367971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Entering Unmasked Estep 
Score: -7668593.000000 Penalty: 1787.064819
	Iteration 0F: 2 clusters Score -7668593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -7629609.000000 Penalty: 3574.129639
	Iteration 0F: 3 clusters Score -7629609 nChanged 28283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -7645940.000000 Penalty: 3574.129639
	Iteration 1F: 3 clusters Score -7645940 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -7646781.500000 Penalty: 3574.129639
	Iteration 2Q: 3 clusters Score -7646782 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7647844.000000 Penalty: 3574.129639
	Iteration 3Q: 3 clusters Score -7647844 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -7649317.500000 Penalty: 3574.129639
	Iteration 4Q: 3 clusters Score -7649318 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -7651257.000000 Penalty: 3574.129639
	Iteration 5F: 3 clusters Score -7651257 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -7653706.000000 Penalty: 3574.129639
	Iteration 6F: 3 clusters Score -7653706 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -7656583.000000 Penalty: 3574.129639
	Iteration 7F: 3 clusters Score -7656583 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -7659132.500000 Penalty: 3574.129639
	Iteration 8F: 3 clusters Score -7659132 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -7660693.500000 Penalty: 3574.129639
	Iteration 9Q: 3 clusters Score -7660694 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -7661340.000000 Penalty: 3574.129639
	Iteration 10Q: 3 clusters Score -7661340 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -7661620.500000 Penalty: 3574.129639
	Iteration 11Q: 3 clusters Score -7661620 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -7661899.000000 Penalty: 3574.129639
	Iteration 12Q: 3 clusters Score -7661899 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -7662128.500000 Penalty: 3574.129639
	Iteration 13Q: 3 clusters Score -7662128 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -7662342.000000 Penalty: 3574.129639
	Iteration 14Q: 3 clusters Score -7662342 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -7662583.000000 Penalty: 3574.129639
	Iteration 15Q: 3 clusters Score -7662583 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -7662806.500000 Penalty: 3574.129639
	Iteration 16Q: 3 clusters Score -7662806 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -7663031.000000 Penalty: 3574.129639
	Iteration 17Q: 3 clusters Score -7663031 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -7663241.000000 Penalty: 3574.129639
	Iteration 18Q: 3 clusters Score -7663241 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -7663443.500000 Penalty: 3574.129639
	Iteration 19Q: 3 clusters Score -7663444 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -7663678.500000 Penalty: 3574.129639
	Iteration 20F: 3 clusters Score -7663678 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -7663892.000000 Penalty: 3574.129639
	Iteration 21Q: 3 clusters Score -7663892 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -7664110.000000 Penalty: 3574.129639
	Iteration 22Q: 3 clusters Score -7664110 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -7664333.000000 Penalty: 3574.129639
	Iteration 23Q: 3 clusters Score -7664333 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -7664557.500000 Penalty: 3574.129639
	Iteration 24Q: 3 clusters Score -7664558 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -7664769.500000 Penalty: 3574.129639
	Iteration 25Q: 3 clusters Score -7664770 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -7664930.000000 Penalty: 3574.129639
	Iteration 26Q: 3 clusters Score -7664930 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -7665122.500000 Penalty: 3574.129639
	Iteration 27Q: 3 clusters Score -7665122 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -7665281.000000 Penalty: 3574.129639
	Iteration 28Q: 3 clusters Score -7665281 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -7665385.500000 Penalty: 3574.129639
	Iteration 29Q: 3 clusters Score -7665386 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7665521.500000 Penalty: 3574.129639
	Iteration 30Q: 3 clusters Score -7665522 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -7665661.500000 Penalty: 3574.129639
	Iteration 31Q: 3 clusters Score -7665662 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7665793.500000 Penalty: 3574.129639
	Iteration 32Q: 3 clusters Score -7665794 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -7665925.500000 Penalty: 3574.129639
	Iteration 33Q: 3 clusters Score -7665926 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -7666044.000000 Penalty: 3574.129639
	Iteration 34Q: 3 clusters Score -7666044 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -7666135.000000 Penalty: 3574.129639
	Iteration 35Q: 3 clusters Score -7666135 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -7666243.000000 Penalty: 3574.129639
	Iteration 36Q: 3 clusters Score -7666243 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -7666333.000000 Penalty: 3574.129639
	Iteration 37Q: 3 clusters Score -7666333 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7666384.000000 Penalty: 3574.129639
	Iteration 38Q: 3 clusters Score -7666384 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -7666468.000000 Penalty: 3574.129639
	Iteration 39Q: 3 clusters Score -7666468 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -7666572.500000 Penalty: 3574.129639
	Iteration 40F: 3 clusters Score -7666572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -7666597.500000 Penalty: 3574.129639
	Iteration 41Q: 3 clusters Score -7666598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -7666655.000000 Penalty: 3574.129639
	Iteration 42Q: 3 clusters Score -7666655 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -7666686.000000 Penalty: 3574.129639
	Iteration 43Q: 3 clusters Score -7666686 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7666703.500000 Penalty: 3574.129639
	Iteration 44Q: 3 clusters Score -7666704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7666743.500000 Penalty: 3574.129639
	Iteration 45Q: 3 clusters Score -7666744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7666791.000000 Penalty: 3574.129639
	Iteration 46Q: 3 clusters Score -7666791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7666807.500000 Penalty: 3574.129639
	Iteration 47Q: 3 clusters Score -7666808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7666834.500000 Penalty: 3574.129639
	Iteration 48Q: 3 clusters Score -7666834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7666853.000000 Penalty: 3574.129639
	Iteration 49Q: 3 clusters Score -7666853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7666878.500000 Penalty: 3574.129639
	Iteration 50Q: 3 clusters Score -7666878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7666897.500000 Penalty: 3574.129639
	Iteration 51Q: 3 clusters Score -7666898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7666916.500000 Penalty: 3574.129639
	Iteration 52Q: 3 clusters Score -7666916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7666916.000000 Penalty: 3574.129639
	Iteration 53Q: 3 clusters Score -7666916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7666925.500000 Penalty: 3574.129639
	Iteration 54Q: 3 clusters Score -7666926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7666944.000000 Penalty: 3574.129639
	Iteration 55Q: 3 clusters Score -7666944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7666961.000000 Penalty: 3574.129639
	Iteration 56Q: 3 clusters Score -7666961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7666970.000000 Penalty: 3574.129639
	Iteration 57Q: 3 clusters Score -7666970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7666979.000000 Penalty: 3574.129639
	Iteration 58Q: 3 clusters Score -7666979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7666996.500000 Penalty: 3574.129639
	Iteration 59Q: 3 clusters Score -7666996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7666990.500000 Penalty: 3574.129639
	Iteration 60F: 3 clusters Score -7666990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7666997.500000 Penalty: 3574.129639
	Iteration 61Q: 3 clusters Score -7666998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7666996.000000 Penalty: 3574.129639
	Iteration 62Q: 3 clusters Score -7666996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7667002.000000 Penalty: 3574.129639
	Iteration 63Q: 3 clusters Score -7667002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7667004.000000 Penalty: 3574.129639
	Iteration 64Q: 3 clusters Score -7667004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7667004.500000 Penalty: 3574.129639
	Iteration 65Q: 3 clusters Score -7667004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7667008.000000 Penalty: 3574.129639
	Iteration 66Q: 3 clusters Score -7667008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7667014.000000 Penalty: 3574.129639
	Iteration 67Q: 3 clusters Score -7667014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7667017.000000 Penalty: 3574.129639
	Iteration 68Q: 3 clusters Score -7667017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7667024.000000 Penalty: 3574.129639
	Iteration 69Q: 3 clusters Score -7667024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7667030.000000 Penalty: 3574.129639
	Iteration 70Q: 3 clusters Score -7667030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7667025.500000 Penalty: 3574.129639
	Iteration 71Q: 3 clusters Score -7667026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7667033.000000 Penalty: 3574.129639
	Iteration 72Q: 3 clusters Score -7667033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7667036.000000 Penalty: 3574.129639
	Iteration 73Q: 3 clusters Score -7667036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7667043.500000 Penalty: 3574.129639
	Iteration 74Q: 3 clusters Score -7667044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7667052.500000 Penalty: 3574.129639
	Iteration 75Q: 3 clusters Score -7667052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7667055.000000 Penalty: 3574.129639
	Iteration 76Q: 3 clusters Score -7667055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7667054.000000 Penalty: 3574.129639
	Iteration 77Q: 3 clusters Score -7667054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7667059.000000 Penalty: 3574.129639
	Iteration 78Q: 3 clusters Score -7667059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7667058.500000 Penalty: 3574.129639
	Iteration 79Q: 3 clusters Score -7667058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7667053.000000 Penalty: 3574.129639
	Iteration 80F: 3 clusters Score -7667053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7667057.000000 Penalty: 3574.129639
	Iteration 81Q: 3 clusters Score -7667057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7667058.000000 Penalty: 3574.129639
	Iteration 82Q: 3 clusters Score -7667058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7667058.000000 Penalty: 3574.129639
	Iteration 83F: 3 clusters Score -7667058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (85796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Entering Unmasked Estep 
Score: -10935794.000000 Penalty: 1845.955811
	Iteration 0F: 2 clusters Score -1.093579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -10880859.000000 Penalty: 3691.911621
	Iteration 0F: 3 clusters Score -1.088086e+07 nChanged 40874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -10904170.000000 Penalty: 3691.911621
	Iteration 1F: 3 clusters Score -1.090417e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -10904729.000000 Penalty: 3691.911621
	Iteration 2Q: 3 clusters Score -1.090473e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -10905284.000000 Penalty: 3691.911621
	Iteration 3Q: 3 clusters Score -1.090528e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -10906111.000000 Penalty: 3691.911621
	Iteration 4Q: 3 clusters Score -1.090611e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -10907366.000000 Penalty: 3691.911621
	Iteration 5Q: 3 clusters Score -1.090737e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -10909420.000000 Penalty: 3691.911621
	Iteration 6Q: 3 clusters Score -1.090942e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -10912725.000000 Penalty: 3691.911621
	Iteration 7F: 3 clusters Score -1.091272e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -10917327.000000 Penalty: 3691.911621
	Iteration 8F: 3 clusters Score -1.091733e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -10922980.000000 Penalty: 3691.911621
	Iteration 9F: 3 clusters Score -1.092298e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -10928068.000000 Penalty: 3691.911621
	Iteration 10F: 3 clusters Score -1.092807e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -10931289.000000 Penalty: 3691.911621
	Iteration 11F: 3 clusters Score -1.093129e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -10932996.000000 Penalty: 3691.911621
	Iteration 12Q: 3 clusters Score -1.0933e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10933786.000000 Penalty: 3691.911621
	Iteration 13Q: 3 clusters Score -1.093379e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10934049.000000 Penalty: 3691.911621
	Iteration 14Q: 3 clusters Score -1.093405e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10934130.000000 Penalty: 3691.911621
	Iteration 15Q: 3 clusters Score -1.093413e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10934156.000000 Penalty: 3691.911621
	Iteration 16Q: 3 clusters Score -1.093416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10934203.000000 Penalty: 3691.911621
	Iteration 17Q: 3 clusters Score -1.09342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10934221.000000 Penalty: 3691.911621
	Iteration 18Q: 3 clusters Score -1.093422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10934249.000000 Penalty: 3691.911621
	Iteration 19Q: 3 clusters Score -1.093425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10934260.000000 Penalty: 3691.911621
	Iteration 20F: 3 clusters Score -1.093426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85620 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10934268.000000 Penalty: 3691.911621
	Iteration 21Q: 3 clusters Score -1.093427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10934276.000000 Penalty: 3691.911621
	Iteration 22Q: 3 clusters Score -1.093428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10934270.000000 Penalty: 3691.911621
	Iteration 23Q: 3 clusters Score -1.093427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10934276.000000 Penalty: 3691.911621
	Iteration 24Q: 3 clusters Score -1.093428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10934290.000000 Penalty: 3691.911621
	Iteration 25Q: 3 clusters Score -1.093429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10934290.000000 Penalty: 3691.911621
	Iteration 26F: 3 clusters Score -1.093429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -14019.059570 Penalty: 841.124329
	Iteration 0F: 2 clusters Score -14019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13410.240234 Penalty: 1682.248657
	Iteration 0F: 3 clusters Score -13410.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13519.833008 Penalty: 1682.248657
	Iteration 1F: 3 clusters Score -13519.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13559.673828 Penalty: 1682.248657
	Iteration 2F: 3 clusters Score -13559.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13602.725586 Penalty: 1682.248657
	Iteration 3Q: 3 clusters Score -13602.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13674.324219 Penalty: 1682.248657
	Iteration 4Q: 3 clusters Score -13674.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13717.505859 Penalty: 1682.248657
	Iteration 5Q: 3 clusters Score -13717.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13724.178711 Penalty: 1682.248657
	Iteration 6F: 3 clusters Score -13724.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13745.282227 Penalty: 1682.248657
	Iteration 7Q: 3 clusters Score -13745.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13751.755859 Penalty: 1682.248657
	Iteration 8Q: 3 clusters Score -13751.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13754.027344 Penalty: 1682.248657
	Iteration 9Q: 3 clusters Score -13754.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13754.027344 Penalty: 1682.248657
	Iteration 10F: 3 clusters Score -13754.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Entering Unmasked Estep 
Score: -869847.000000 Penalty: 1432.135376
	Iteration 0F: 2 clusters Score -869847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -864785.187500 Penalty: 2864.270752
	Iteration 0F: 3 clusters Score -864785.2 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -866313.625000 Penalty: 2864.270752
	Iteration 1F: 3 clusters Score -866313.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -866547.812500 Penalty: 2864.270752
	Iteration 2F: 3 clusters Score -866547.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -866734.437500 Penalty: 2864.270752
	Iteration 3F: 3 clusters Score -866734.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -866903.812500 Penalty: 2864.270752
	Iteration 4Q: 3 clusters Score -866903.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -867072.437500 Penalty: 2864.270752
	Iteration 5Q: 3 clusters Score -867072.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -867264.312500 Penalty: 2864.270752
	Iteration 6Q: 3 clusters Score -867264.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -867485.937500 Penalty: 2864.270752
	Iteration 7F: 3 clusters Score -867485.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -867705.437500 Penalty: 2864.270752
	Iteration 8Q: 3 clusters Score -867705.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -867920.312500 Penalty: 2864.270752
	Iteration 9Q: 3 clusters Score -867920.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -868129.375000 Penalty: 2864.270752
	Iteration 10Q: 3 clusters Score -868129.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -868314.812500 Penalty: 2864.270752
	Iteration 11Q: 3 clusters Score -868314.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -868440.500000 Penalty: 2864.270752
	Iteration 12Q: 3 clusters Score -868440.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -868535.937500 Penalty: 2864.270752
	Iteration 13Q: 3 clusters Score -868535.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -868617.750000 Penalty: 2864.270752
	Iteration 14Q: 3 clusters Score -868617.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -868678.750000 Penalty: 2864.270752
	Iteration 15Q: 3 clusters Score -868678.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -868716.625000 Penalty: 2864.270752
	Iteration 16Q: 3 clusters Score -868716.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -868736.000000 Penalty: 2864.270752
	Iteration 17Q: 3 clusters Score -868736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -868744.750000 Penalty: 2864.270752
	Iteration 18Q: 3 clusters Score -868744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -868747.937500 Penalty: 2864.270752
	Iteration 19Q: 3 clusters Score -868747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -868750.625000 Penalty: 2864.270752
	Iteration 20F: 3 clusters Score -868750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -868751.562500 Penalty: 2864.270752
	Iteration 21Q: 3 clusters Score -868751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -868752.437500 Penalty: 2864.270752
	Iteration 22Q: 3 clusters Score -868752.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -868754.750000 Penalty: 2864.270752
	Iteration 23Q: 3 clusters Score -868754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -868755.625000 Penalty: 2864.270752
	Iteration 24Q: 3 clusters Score -868755.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -868757.000000 Penalty: 2864.270752
	Iteration 25Q: 3 clusters Score -868757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -868762.125000 Penalty: 2864.270752
	Iteration 26Q: 3 clusters Score -868762.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -868765.375000 Penalty: 2864.270752
	Iteration 27Q: 3 clusters Score -868765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -868767.062500 Penalty: 2864.270752
	Iteration 28Q: 3 clusters Score -868767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -868767.312500 Penalty: 2864.270752
	Iteration 29Q: 3 clusters Score -868767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -868767.312500 Penalty: 2864.270752
	Iteration 30F: 3 clusters Score -868767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Entering Unmasked Estep 
Score: -10212563.000000 Penalty: 1834.017822
	Iteration 0F: 2 clusters Score -1.021256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -10163362.000000 Penalty: 3668.035645
	Iteration 0F: 3 clusters Score -1.016336e+07 nChanged 37805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -10184958.000000 Penalty: 3668.035645
	Iteration 1F: 3 clusters Score -1.018496e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -10185787.000000 Penalty: 3668.035645
	Iteration 2Q: 3 clusters Score -1.018579e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -10186947.000000 Penalty: 3668.035645
	Iteration 3Q: 3 clusters Score -1.018695e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -10188877.000000 Penalty: 3668.035645
	Iteration 4F: 3 clusters Score -1.018888e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -10192044.000000 Penalty: 3668.035645
	Iteration 5F: 3 clusters Score -1.019204e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -10196069.000000 Penalty: 3668.035645
	Iteration 6F: 3 clusters Score -1.019607e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -10200422.000000 Penalty: 3668.035645
	Iteration 7F: 3 clusters Score -1.020042e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -10204277.000000 Penalty: 3668.035645
	Iteration 8Q: 3 clusters Score -1.020428e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -10207169.000000 Penalty: 3668.035645
	Iteration 9Q: 3 clusters Score -1.020717e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -10208775.000000 Penalty: 3668.035645
	Iteration 10Q: 3 clusters Score -1.020878e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -10209696.000000 Penalty: 3668.035645
	Iteration 11Q: 3 clusters Score -1.02097e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -10210265.000000 Penalty: 3668.035645
	Iteration 12Q: 3 clusters Score -1.021026e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -10210625.000000 Penalty: 3668.035645
	Iteration 13Q: 3 clusters Score -1.021062e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -10210792.000000 Penalty: 3668.035645
	Iteration 14Q: 3 clusters Score -1.021079e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -10210841.000000 Penalty: 3668.035645
	Iteration 15Q: 3 clusters Score -1.021084e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -10210941.000000 Penalty: 3668.035645
	Iteration 16Q: 3 clusters Score -1.021094e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -10211013.000000 Penalty: 3668.035645
	Iteration 17Q: 3 clusters Score -1.021101e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -10211034.000000 Penalty: 3668.035645
	Iteration 18Q: 3 clusters Score -1.021103e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -10211055.000000 Penalty: 3668.035645
	Iteration 19Q: 3 clusters Score -1.021106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -10211051.000000 Penalty: 3668.035645
	Iteration 20F: 3 clusters Score -1.021105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -10211079.000000 Penalty: 3668.035645
	Iteration 21Q: 3 clusters Score -1.021108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -10211089.000000 Penalty: 3668.035645
	Iteration 22Q: 3 clusters Score -1.021109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -10211106.000000 Penalty: 3668.035645
	Iteration 23Q: 3 clusters Score -1.021111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -10211111.000000 Penalty: 3668.035645
	Iteration 24Q: 3 clusters Score -1.021111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -10211122.000000 Penalty: 3668.035645
	Iteration 25Q: 3 clusters Score -1.021112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -10211113.000000 Penalty: 3668.035645
	Iteration 26Q: 3 clusters Score -1.021111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -10211115.000000 Penalty: 3668.035645
	Iteration 27Q: 3 clusters Score -1.021112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -10211114.000000 Penalty: 3668.035645
	Iteration 28Q: 3 clusters Score -1.021111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -10211114.000000 Penalty: 3668.035645
	Iteration 29Q: 3 clusters Score -1.021111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -10211113.000000 Penalty: 3668.035645
	Iteration 30Q: 3 clusters Score -1.021111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -10211114.000000 Penalty: 3668.035645
	Iteration 31Q: 3 clusters Score -1.021111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -10211114.000000 Penalty: 3668.035645
	Iteration 32Q: 3 clusters Score -1.021111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -10211114.000000 Penalty: 3668.035645
	Iteration 33F: 3 clusters Score -1.021111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Entering Unmasked Estep 
Score: -944453.187500 Penalty: 1447.288818
	Iteration 0F: 2 clusters Score -944453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -938900.062500 Penalty: 2894.577637
	Iteration 0F: 3 clusters Score -938900.1 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -940617.812500 Penalty: 2894.577637
	Iteration 1F: 3 clusters Score -940617.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -940921.187500 Penalty: 2894.577637
	Iteration 2F: 3 clusters Score -940921.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -941174.187500 Penalty: 2894.577637
	Iteration 3F: 3 clusters Score -941174.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -941376.500000 Penalty: 2894.577637
	Iteration 4F: 3 clusters Score -941376.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -941572.687500 Penalty: 2894.577637
	Iteration 5Q: 3 clusters Score -941572.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -941794.062500 Penalty: 2894.577637
	Iteration 6Q: 3 clusters Score -941794.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -942051.000000 Penalty: 2894.577637
	Iteration 7Q: 3 clusters Score -942051 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -942326.750000 Penalty: 2894.577637
	Iteration 8Q: 3 clusters Score -942326.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -942576.125000 Penalty: 2894.577637
	Iteration 9Q: 3 clusters Score -942576.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -942795.750000 Penalty: 2894.577637
	Iteration 10Q: 3 clusters Score -942795.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -942919.000000 Penalty: 2894.577637
	Iteration 11Q: 3 clusters Score -942919 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -942995.312500 Penalty: 2894.577637
	Iteration 12Q: 3 clusters Score -942995.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -943052.187500 Penalty: 2894.577637
	Iteration 13Q: 3 clusters Score -943052.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -943090.187500 Penalty: 2894.577637
	Iteration 14Q: 3 clusters Score -943090.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -943111.625000 Penalty: 2894.577637
	Iteration 15Q: 3 clusters Score -943111.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -943124.250000 Penalty: 2894.577637
	Iteration 16Q: 3 clusters Score -943124.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -943141.875000 Penalty: 2894.577637
	Iteration 17Q: 3 clusters Score -943141.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -943158.750000 Penalty: 2894.577637
	Iteration 18Q: 3 clusters Score -943158.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -943172.687500 Penalty: 2894.577637
	Iteration 19Q: 3 clusters Score -943172.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -943176.500000 Penalty: 2894.577637
	Iteration 20F: 3 clusters Score -943176.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -943179.750000 Penalty: 2894.577637
	Iteration 21Q: 3 clusters Score -943179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -943184.125000 Penalty: 2894.577637
	Iteration 22Q: 3 clusters Score -943184.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -943188.000000 Penalty: 2894.577637
	Iteration 23Q: 3 clusters Score -943188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -943189.875000 Penalty: 2894.577637
	Iteration 24Q: 3 clusters Score -943189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -943193.250000 Penalty: 2894.577637
	Iteration 25Q: 3 clusters Score -943193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -943195.375000 Penalty: 2894.577637
	Iteration 26Q: 3 clusters Score -943195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -943195.750000 Penalty: 2894.577637
	Iteration 27Q: 3 clusters Score -943195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -943196.187500 Penalty: 2894.577637
	Iteration 28Q: 3 clusters Score -943196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -943195.687500 Penalty: 2894.577637
	Iteration 29Q: 3 clusters Score -943195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -943196.812500 Penalty: 2894.577637
	Iteration 30Q: 3 clusters Score -943196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -943196.812500 Penalty: 2894.577637
	Iteration 31F: 3 clusters Score -943196.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Entering Unmasked Estep 
Score: -3796870.000000 Penalty: 1678.406738
	Iteration 0F: 2 clusters Score -3796870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3776066.500000 Penalty: 3356.813477
	Iteration 0F: 3 clusters Score -3776066 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3784041.250000 Penalty: 3356.813477
	Iteration 1F: 3 clusters Score -3784041 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3784328.250000 Penalty: 3356.813477
	Iteration 2Q: 3 clusters Score -3784328 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3784629.750000 Penalty: 3356.813477
	Iteration 3Q: 3 clusters Score -3784630 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3784847.000000 Penalty: 3356.813477
	Iteration 4Q: 3 clusters Score -3784847 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3785076.000000 Penalty: 3356.813477
	Iteration 5Q: 3 clusters Score -3785076 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3785300.500000 Penalty: 3356.813477
	Iteration 6Q: 3 clusters Score -3785300 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3785515.750000 Penalty: 3356.813477
	Iteration 7Q: 3 clusters Score -3785516 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3785723.000000 Penalty: 3356.813477
	Iteration 8Q: 3 clusters Score -3785723 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3785977.250000 Penalty: 3356.813477
	Iteration 9Q: 3 clusters Score -3785977 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3786319.500000 Penalty: 3356.813477
	Iteration 10Q: 3 clusters Score -3786320 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3786830.250000 Penalty: 3356.813477
	Iteration 11Q: 3 clusters Score -3786830 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3787542.000000 Penalty: 3356.813477
	Iteration 12Q: 3 clusters Score -3787542 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3788515.250000 Penalty: 3356.813477
	Iteration 13Q: 3 clusters Score -3788515 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3789498.500000 Penalty: 3356.813477
	Iteration 14F: 3 clusters Score -3789498 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3790237.000000 Penalty: 3356.813477
	Iteration 15Q: 3 clusters Score -3790237 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3790642.250000 Penalty: 3356.813477
	Iteration 16Q: 3 clusters Score -3790642 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3790818.500000 Penalty: 3356.813477
	Iteration 17Q: 3 clusters Score -3790818 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3790944.750000 Penalty: 3356.813477
	Iteration 18Q: 3 clusters Score -3790945 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3791027.000000 Penalty: 3356.813477
	Iteration 19Q: 3 clusters Score -3791027 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3791114.000000 Penalty: 3356.813477
	Iteration 20F: 3 clusters Score -3791114 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3791189.500000 Penalty: 3356.813477
	Iteration 21Q: 3 clusters Score -3791190 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3791253.500000 Penalty: 3356.813477
	Iteration 22Q: 3 clusters Score -3791254 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3791345.500000 Penalty: 3356.813477
	Iteration 23Q: 3 clusters Score -3791346 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3791400.250000 Penalty: 3356.813477
	Iteration 24Q: 3 clusters Score -3791400 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3791466.750000 Penalty: 3356.813477
	Iteration 25Q: 3 clusters Score -3791467 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3791535.250000 Penalty: 3356.813477
	Iteration 26Q: 3 clusters Score -3791535 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3791599.750000 Penalty: 3356.813477
	Iteration 27Q: 3 clusters Score -3791600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3791661.750000 Penalty: 3356.813477
	Iteration 28Q: 3 clusters Score -3791662 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3791702.000000 Penalty: 3356.813477
	Iteration 29Q: 3 clusters Score -3791702 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3791756.500000 Penalty: 3356.813477
	Iteration 30Q: 3 clusters Score -3791756 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3791811.750000 Penalty: 3356.813477
	Iteration 31Q: 3 clusters Score -3791812 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3791906.250000 Penalty: 3356.813477
	Iteration 32Q: 3 clusters Score -3791906 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3791992.250000 Penalty: 3356.813477
	Iteration 33Q: 3 clusters Score -3791992 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3792085.750000 Penalty: 3356.813477
	Iteration 34Q: 3 clusters Score -3792086 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3792191.750000 Penalty: 3356.813477
	Iteration 35Q: 3 clusters Score -3792192 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3792319.500000 Penalty: 3356.813477
	Iteration 36Q: 3 clusters Score -3792320 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3792438.000000 Penalty: 3356.813477
	Iteration 37Q: 3 clusters Score -3792438 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -3792568.750000 Penalty: 3356.813477
	Iteration 38Q: 3 clusters Score -3792569 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3792696.500000 Penalty: 3356.813477
	Iteration 39Q: 3 clusters Score -3792696 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3792864.750000 Penalty: 3356.813477
	Iteration 40F: 3 clusters Score -3792865 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3793024.000000 Penalty: 3356.813477
	Iteration 41Q: 3 clusters Score -3793024 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3793197.500000 Penalty: 3356.813477
	Iteration 42Q: 3 clusters Score -3793198 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3793392.250000 Penalty: 3356.813477
	Iteration 43Q: 3 clusters Score -3793392 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3793605.500000 Penalty: 3356.813477
	Iteration 44Q: 3 clusters Score -3793606 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3793805.500000 Penalty: 3356.813477
	Iteration 45Q: 3 clusters Score -3793806 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3794030.000000 Penalty: 3356.813477
	Iteration 46Q: 3 clusters Score -3794030 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3794242.500000 Penalty: 3356.813477
	Iteration 47Q: 3 clusters Score -3794242 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3794448.250000 Penalty: 3356.813477
	Iteration 48Q: 3 clusters Score -3794448 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3794650.750000 Penalty: 3356.813477
	Iteration 49Q: 3 clusters Score -3794651 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3794808.000000 Penalty: 3356.813477
	Iteration 50Q: 3 clusters Score -3794808 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3794950.750000 Penalty: 3356.813477
	Iteration 51Q: 3 clusters Score -3794951 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3795062.750000 Penalty: 3356.813477
	Iteration 52Q: 3 clusters Score -3795063 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3795146.500000 Penalty: 3356.813477
	Iteration 53Q: 3 clusters Score -3795146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3795222.250000 Penalty: 3356.813477
	Iteration 54Q: 3 clusters Score -3795222 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3795271.500000 Penalty: 3356.813477
	Iteration 55Q: 3 clusters Score -3795272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3795308.750000 Penalty: 3356.813477
	Iteration 56Q: 3 clusters Score -3795309 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3795334.500000 Penalty: 3356.813477
	Iteration 57Q: 3 clusters Score -3795334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3795355.500000 Penalty: 3356.813477
	Iteration 58Q: 3 clusters Score -3795356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3795373.750000 Penalty: 3356.813477
	Iteration 59Q: 3 clusters Score -3795374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3795390.500000 Penalty: 3356.813477
	Iteration 60F: 3 clusters Score -3795390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3795399.000000 Penalty: 3356.813477
	Iteration 61Q: 3 clusters Score -3795399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3795418.500000 Penalty: 3356.813477
	Iteration 62Q: 3 clusters Score -3795418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3795422.500000 Penalty: 3356.813477
	Iteration 63Q: 3 clusters Score -3795422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3795429.750000 Penalty: 3356.813477
	Iteration 64Q: 3 clusters Score -3795430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3795441.500000 Penalty: 3356.813477
	Iteration 65Q: 3 clusters Score -3795442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3795453.250000 Penalty: 3356.813477
	Iteration 66Q: 3 clusters Score -3795453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3795468.000000 Penalty: 3356.813477
	Iteration 67Q: 3 clusters Score -3795468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3795479.000000 Penalty: 3356.813477
	Iteration 68Q: 3 clusters Score -3795479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3795483.750000 Penalty: 3356.813477
	Iteration 69Q: 3 clusters Score -3795484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3795484.000000 Penalty: 3356.813477
	Iteration 70Q: 3 clusters Score -3795484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3795488.000000 Penalty: 3356.813477
	Iteration 71Q: 3 clusters Score -3795488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3795490.250000 Penalty: 3356.813477
	Iteration 72Q: 3 clusters Score -3795490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3795486.500000 Penalty: 3356.813477
	Iteration 73Q: 3 clusters Score -3795486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3795490.250000 Penalty: 3356.813477
	Iteration 74Q: 3 clusters Score -3795490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3795493.500000 Penalty: 3356.813477
	Iteration 75Q: 3 clusters Score -3795494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3795494.000000 Penalty: 3356.813477
	Iteration 76Q: 3 clusters Score -3795494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3795492.250000 Penalty: 3356.813477
	Iteration 77Q: 3 clusters Score -3795492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3795492.250000 Penalty: 3356.813477
	Iteration 78F: 3 clusters Score -3795492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Entering Unmasked Estep 
Score: -3442022.750000 Penalty: 1658.366455
	Iteration 0F: 2 clusters Score -3442023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3423830.750000 Penalty: 3316.732910
	Iteration 0F: 3 clusters Score -3423831 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3430708.250000 Penalty: 3316.732910
	Iteration 1F: 3 clusters Score -3430708 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3431174.750000 Penalty: 3316.732910
	Iteration 2Q: 3 clusters Score -3431175 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3431683.500000 Penalty: 3316.732910
	Iteration 3Q: 3 clusters Score -3431684 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3432383.000000 Penalty: 3316.732910
	Iteration 4F: 3 clusters Score -3432383 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3433368.750000 Penalty: 3316.732910
	Iteration 5F: 3 clusters Score -3433369 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3434686.500000 Penalty: 3316.732910
	Iteration 6F: 3 clusters Score -3434686 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -3436093.750000 Penalty: 3316.732910
	Iteration 7F: 3 clusters Score -3436094 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3437366.750000 Penalty: 3316.732910
	Iteration 8F: 3 clusters Score -3437367 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3438303.750000 Penalty: 3316.732910
	Iteration 9Q: 3 clusters Score -3438304 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -3438855.750000 Penalty: 3316.732910
	Iteration 10Q: 3 clusters Score -3438856 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3439123.500000 Penalty: 3316.732910
	Iteration 11Q: 3 clusters Score -3439124 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3439297.000000 Penalty: 3316.732910
	Iteration 12Q: 3 clusters Score -3439297 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3439442.250000 Penalty: 3316.732910
	Iteration 13Q: 3 clusters Score -3439442 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -3439578.000000 Penalty: 3316.732910
	Iteration 14Q: 3 clusters Score -3439578 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3439676.250000 Penalty: 3316.732910
	Iteration 15Q: 3 clusters Score -3439676 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3439761.000000 Penalty: 3316.732910
	Iteration 16Q: 3 clusters Score -3439761 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -3439833.250000 Penalty: 3316.732910
	Iteration 17Q: 3 clusters Score -3439833 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3439890.500000 Penalty: 3316.732910
	Iteration 18Q: 3 clusters Score -3439890 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3439959.750000 Penalty: 3316.732910
	Iteration 19Q: 3 clusters Score -3439960 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3440015.250000 Penalty: 3316.732910
	Iteration 20F: 3 clusters Score -3440015 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3440062.750000 Penalty: 3316.732910
	Iteration 21Q: 3 clusters Score -3440063 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3440133.000000 Penalty: 3316.732910
	Iteration 22Q: 3 clusters Score -3440133 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3440196.250000 Penalty: 3316.732910
	Iteration 23Q: 3 clusters Score -3440196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3440228.750000 Penalty: 3316.732910
	Iteration 24Q: 3 clusters Score -3440229 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3440266.250000 Penalty: 3316.732910
	Iteration 25Q: 3 clusters Score -3440266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3440313.250000 Penalty: 3316.732910
	Iteration 26Q: 3 clusters Score -3440313 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3440361.000000 Penalty: 3316.732910
	Iteration 27Q: 3 clusters Score -3440361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3440399.500000 Penalty: 3316.732910
	Iteration 28Q: 3 clusters Score -3440400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3440435.000000 Penalty: 3316.732910
	Iteration 29Q: 3 clusters Score -3440435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3440463.750000 Penalty: 3316.732910
	Iteration 30Q: 3 clusters Score -3440464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3440484.250000 Penalty: 3316.732910
	Iteration 31Q: 3 clusters Score -3440484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3440521.500000 Penalty: 3316.732910
	Iteration 32Q: 3 clusters Score -3440522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3440538.750000 Penalty: 3316.732910
	Iteration 33Q: 3 clusters Score -3440539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3440552.750000 Penalty: 3316.732910
	Iteration 34Q: 3 clusters Score -3440553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3440573.500000 Penalty: 3316.732910
	Iteration 35Q: 3 clusters Score -3440574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3440591.750000 Penalty: 3316.732910
	Iteration 36Q: 3 clusters Score -3440592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3440603.000000 Penalty: 3316.732910
	Iteration 37Q: 3 clusters Score -3440603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3440624.500000 Penalty: 3316.732910
	Iteration 38Q: 3 clusters Score -3440624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3440639.250000 Penalty: 3316.732910
	Iteration 39Q: 3 clusters Score -3440639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3440650.500000 Penalty: 3316.732910
	Iteration 40F: 3 clusters Score -3440650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3440659.500000 Penalty: 3316.732910
	Iteration 41Q: 3 clusters Score -3440660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3440672.500000 Penalty: 3316.732910
	Iteration 42Q: 3 clusters Score -3440672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3440677.500000 Penalty: 3316.732910
	Iteration 43Q: 3 clusters Score -3440678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -3440680.250000 Penalty: 3316.732910
	Iteration 44Q: 3 clusters Score -3440680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3440690.750000 Penalty: 3316.732910
	Iteration 45Q: 3 clusters Score -3440691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3440700.250000 Penalty: 3316.732910
	Iteration 46Q: 3 clusters Score -3440700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3440703.500000 Penalty: 3316.732910
	Iteration 47Q: 3 clusters Score -3440704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3440711.750000 Penalty: 3316.732910
	Iteration 48Q: 3 clusters Score -3440712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3440709.500000 Penalty: 3316.732910
	Iteration 49Q: 3 clusters Score -3440710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3440706.250000 Penalty: 3316.732910
	Iteration 50Q: 3 clusters Score -3440706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3440710.250000 Penalty: 3316.732910
	Iteration 51Q: 3 clusters Score -3440710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3440712.250000 Penalty: 3316.732910
	Iteration 52Q: 3 clusters Score -3440712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3440717.500000 Penalty: 3316.732910
	Iteration 53Q: 3 clusters Score -3440718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3440719.000000 Penalty: 3316.732910
	Iteration 54Q: 3 clusters Score -3440719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3440718.000000 Penalty: 3316.732910
	Iteration 55Q: 3 clusters Score -3440718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3440721.500000 Penalty: 3316.732910
	Iteration 56Q: 3 clusters Score -3440722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3440725.500000 Penalty: 3316.732910
	Iteration 57Q: 3 clusters Score -3440726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3440726.750000 Penalty: 3316.732910
	Iteration 58Q: 3 clusters Score -3440727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3440728.750000 Penalty: 3316.732910
	Iteration 59Q: 3 clusters Score -3440729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3440730.750000 Penalty: 3316.732910
	Iteration 60F: 3 clusters Score -3440731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -165516.609375 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -165516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -163813.296875 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -163813.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -164192.828125 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -164192.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -164305.453125 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -164305.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -164367.203125 Penalty: 2359.212646
	Iteration 3Q: 3 clusters Score -164367.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -164416.531250 Penalty: 2359.212646
	Iteration 4Q: 3 clusters Score -164416.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -164444.500000 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -164444.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -164466.093750 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -164466.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -164485.562500 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -164485.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -164506.171875 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -164506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -164515.765625 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -164515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -164525.781250 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -164525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -164537.765625 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -164537.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -164545.890625 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -164545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -164552.765625 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -164552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -164562.578125 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -164562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -164573.265625 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -164573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -164585.968750 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -164586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -164598.265625 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -164598.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164618.546875 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -164618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164629.109375 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -164629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -164636.093750 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -164636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -164640.484375 Penalty: 2359.212646
	Iteration 21Q: 3 clusters Score -164640.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -164646.500000 Penalty: 2359.212646
	Iteration 22Q: 3 clusters Score -164646.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -164651.718750 Penalty: 2359.212646
	Iteration 23Q: 3 clusters Score -164651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -164654.250000 Penalty: 2359.212646
	Iteration 24Q: 3 clusters Score -164654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -164656.281250 Penalty: 2359.212646
	Iteration 25Q: 3 clusters Score -164656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -164658.765625 Penalty: 2359.212646
	Iteration 26Q: 3 clusters Score -164658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -164660.390625 Penalty: 2359.212646
	Iteration 27Q: 3 clusters Score -164660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -164661.093750 Penalty: 2359.212646
	Iteration 28Q: 3 clusters Score -164661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -164661.968750 Penalty: 2359.212646
	Iteration 29Q: 3 clusters Score -164662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -164662.593750 Penalty: 2359.212646
	Iteration 30Q: 3 clusters Score -164662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -164662.968750 Penalty: 2359.212646
	Iteration 31Q: 3 clusters Score -164663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -164662.968750 Penalty: 2359.212646
	Iteration 32F: 3 clusters Score -164663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Entering Unmasked Estep 
Score: -711496.687500 Penalty: 1408.637695
	Iteration 0F: 2 clusters Score -711496.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -706990.250000 Penalty: 2817.275391
	Iteration 0F: 3 clusters Score -706990.2 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -708242.000000 Penalty: 2817.275391
	Iteration 1F: 3 clusters Score -708242 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -708413.437500 Penalty: 2817.275391
	Iteration 2F: 3 clusters Score -708413.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -708522.375000 Penalty: 2817.275391
	Iteration 3Q: 3 clusters Score -708522.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -708602.750000 Penalty: 2817.275391
	Iteration 4Q: 3 clusters Score -708602.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -708683.562500 Penalty: 2817.275391
	Iteration 5Q: 3 clusters Score -708683.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -708776.125000 Penalty: 2817.275391
	Iteration 6Q: 3 clusters Score -708776.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -708867.312500 Penalty: 2817.275391
	Iteration 7Q: 3 clusters Score -708867.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -708980.750000 Penalty: 2817.275391
	Iteration 8Q: 3 clusters Score -708980.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -709148.312500 Penalty: 2817.275391
	Iteration 9Q: 3 clusters Score -709148.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -709330.187500 Penalty: 2817.275391
	Iteration 10Q: 3 clusters Score -709330.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -709512.937500 Penalty: 2817.275391
	Iteration 11Q: 3 clusters Score -709512.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -709692.125000 Penalty: 2817.275391
	Iteration 12Q: 3 clusters Score -709692.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -709867.000000 Penalty: 2817.275391
	Iteration 13Q: 3 clusters Score -709867 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -710018.687500 Penalty: 2817.275391
	Iteration 14Q: 3 clusters Score -710018.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -710147.687500 Penalty: 2817.275391
	Iteration 15Q: 3 clusters Score -710147.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -710240.187500 Penalty: 2817.275391
	Iteration 16Q: 3 clusters Score -710240.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -710343.062500 Penalty: 2817.275391
	Iteration 17Q: 3 clusters Score -710343.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -710418.375000 Penalty: 2817.275391
	Iteration 18Q: 3 clusters Score -710418.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -710456.937500 Penalty: 2817.275391
	Iteration 19Q: 3 clusters Score -710456.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -710483.500000 Penalty: 2817.275391
	Iteration 20F: 3 clusters Score -710483.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -710506.812500 Penalty: 2817.275391
	Iteration 21Q: 3 clusters Score -710506.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -710520.250000 Penalty: 2817.275391
	Iteration 22Q: 3 clusters Score -710520.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -710528.312500 Penalty: 2817.275391
	Iteration 23Q: 3 clusters Score -710528.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -710533.187500 Penalty: 2817.275391
	Iteration 24Q: 3 clusters Score -710533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -710536.500000 Penalty: 2817.275391
	Iteration 25Q: 3 clusters Score -710536.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -710542.062500 Penalty: 2817.275391
	Iteration 26Q: 3 clusters Score -710542.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -710544.625000 Penalty: 2817.275391
	Iteration 27Q: 3 clusters Score -710544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -710545.812500 Penalty: 2817.275391
	Iteration 28Q: 3 clusters Score -710545.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -710548.562500 Penalty: 2817.275391
	Iteration 29Q: 3 clusters Score -710548.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -710552.375000 Penalty: 2817.275391
	Iteration 30Q: 3 clusters Score -710552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -710552.687500 Penalty: 2817.275391
	Iteration 31Q: 3 clusters Score -710552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -710551.625000 Penalty: 2817.275391
	Iteration 32Q: 3 clusters Score -710551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -710551.625000 Penalty: 2817.275391
	Iteration 33F: 3 clusters Score -710551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Entering Unmasked Estep 
Score: -6802026.000000 Penalty: 1767.384888
	Iteration 0F: 2 clusters Score -6802026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -6767378.500000 Penalty: 3534.769775
	Iteration 0F: 3 clusters Score -6767378 nChanged 24866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -6781426.500000 Penalty: 3534.769775
	Iteration 1F: 3 clusters Score -6781426 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -6782185.000000 Penalty: 3534.769775
	Iteration 2Q: 3 clusters Score -6782185 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -6783125.500000 Penalty: 3534.769775
	Iteration 3Q: 3 clusters Score -6783126 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -6784599.000000 Penalty: 3534.769775
	Iteration 4F: 3 clusters Score -6784599 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -6786725.000000 Penalty: 3534.769775
	Iteration 5F: 3 clusters Score -6786725 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -6789592.000000 Penalty: 3534.769775
	Iteration 6F: 3 clusters Score -6789592 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -6792628.500000 Penalty: 3534.769775
	Iteration 7F: 3 clusters Score -6792628 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -6795577.000000 Penalty: 3534.769775
	Iteration 8F: 3 clusters Score -6795577 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -6797758.000000 Penalty: 3534.769775
	Iteration 9F: 3 clusters Score -6797758 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -6799239.500000 Penalty: 3534.769775
	Iteration 10Q: 3 clusters Score -6799240 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -6800192.500000 Penalty: 3534.769775
	Iteration 11Q: 3 clusters Score -6800192 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6800832.500000 Penalty: 3534.769775
	Iteration 12Q: 3 clusters Score -6800832 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6801156.000000 Penalty: 3534.769775
	Iteration 13Q: 3 clusters Score -6801156 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6801375.000000 Penalty: 3534.769775
	Iteration 14Q: 3 clusters Score -6801375 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6801533.000000 Penalty: 3534.769775
	Iteration 15Q: 3 clusters Score -6801533 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6801653.500000 Penalty: 3534.769775
	Iteration 16Q: 3 clusters Score -6801654 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6801744.000000 Penalty: 3534.769775
	Iteration 17Q: 3 clusters Score -6801744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6801786.000000 Penalty: 3534.769775
	Iteration 18Q: 3 clusters Score -6801786 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6801834.000000 Penalty: 3534.769775
	Iteration 19Q: 3 clusters Score -6801834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6801830.500000 Penalty: 3534.769775
	Iteration 20F: 3 clusters Score -6801830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6801841.500000 Penalty: 3534.769775
	Iteration 21Q: 3 clusters Score -6801842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6801847.500000 Penalty: 3534.769775
	Iteration 22Q: 3 clusters Score -6801848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6801851.500000 Penalty: 3534.769775
	Iteration 23Q: 3 clusters Score -6801852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6801857.500000 Penalty: 3534.769775
	Iteration 24Q: 3 clusters Score -6801858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6801858.500000 Penalty: 3534.769775
	Iteration 25Q: 3 clusters Score -6801858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6801853.000000 Penalty: 3534.769775
	Iteration 26Q: 3 clusters Score -6801853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6801850.000000 Penalty: 3534.769775
	Iteration 27Q: 3 clusters Score -6801850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6801855.500000 Penalty: 3534.769775
	Iteration 28Q: 3 clusters Score -6801856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6801855.500000 Penalty: 3534.769775
	Iteration 29F: 3 clusters Score -6801856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Entering Unmasked Estep 
Score: -8731585.000000 Penalty: 1810.794922
	Iteration 0F: 2 clusters Score -8731585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -8685773.000000 Penalty: 3621.589844
	Iteration 0F: 3 clusters Score -8685773 nChanged 32709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -8704556.000000 Penalty: 3621.589844
	Iteration 1F: 3 clusters Score -8704556 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -8705551.000000 Penalty: 3621.589844
	Iteration 2Q: 3 clusters Score -8705551 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -8707003.000000 Penalty: 3621.589844
	Iteration 3Q: 3 clusters Score -8707003 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8709410.000000 Penalty: 3621.589844
	Iteration 4F: 3 clusters Score -8709410 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8712892.000000 Penalty: 3621.589844
	Iteration 5F: 3 clusters Score -8712892 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -8716985.000000 Penalty: 3621.589844
	Iteration 6F: 3 clusters Score -8716985 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -8720662.000000 Penalty: 3621.589844
	Iteration 7F: 3 clusters Score -8720662 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -8722900.000000 Penalty: 3621.589844
	Iteration 8Q: 3 clusters Score -8722900 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -8724020.000000 Penalty: 3621.589844
	Iteration 9Q: 3 clusters Score -8724020 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -8724718.000000 Penalty: 3621.589844
	Iteration 10Q: 3 clusters Score -8724718 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -8725361.000000 Penalty: 3621.589844
	Iteration 11Q: 3 clusters Score -8725361 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -8725939.000000 Penalty: 3621.589844
	Iteration 12Q: 3 clusters Score -8725939 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -8726540.000000 Penalty: 3621.589844
	Iteration 13Q: 3 clusters Score -8726540 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -8727030.000000 Penalty: 3621.589844
	Iteration 14Q: 3 clusters Score -8727030 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -8727501.000000 Penalty: 3621.589844
	Iteration 15Q: 3 clusters Score -8727501 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -8727856.000000 Penalty: 3621.589844
	Iteration 16Q: 3 clusters Score -8727856 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -8728173.000000 Penalty: 3621.589844
	Iteration 17Q: 3 clusters Score -8728173 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -8728460.000000 Penalty: 3621.589844
	Iteration 18Q: 3 clusters Score -8728460 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -8728706.000000 Penalty: 3621.589844
	Iteration 19Q: 3 clusters Score -8728706 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -8728985.000000 Penalty: 3621.589844
	Iteration 20F: 3 clusters Score -8728985 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -8729178.000000 Penalty: 3621.589844
	Iteration 21Q: 3 clusters Score -8729178 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -8729362.000000 Penalty: 3621.589844
	Iteration 22Q: 3 clusters Score -8729362 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -8729484.000000 Penalty: 3621.589844
	Iteration 23Q: 3 clusters Score -8729484 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -8729582.000000 Penalty: 3621.589844
	Iteration 24Q: 3 clusters Score -8729582 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -8729706.000000 Penalty: 3621.589844
	Iteration 25Q: 3 clusters Score -8729706 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -8729785.000000 Penalty: 3621.589844
	Iteration 26Q: 3 clusters Score -8729785 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -8729843.000000 Penalty: 3621.589844
	Iteration 27Q: 3 clusters Score -8729843 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -8729883.000000 Penalty: 3621.589844
	Iteration 28Q: 3 clusters Score -8729883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -8729902.000000 Penalty: 3621.589844
	Iteration 29Q: 3 clusters Score -8729902 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -8729936.000000 Penalty: 3621.589844
	Iteration 30Q: 3 clusters Score -8729936 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -8729964.000000 Penalty: 3621.589844
	Iteration 31Q: 3 clusters Score -8729964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -8729980.000000 Penalty: 3621.589844
	Iteration 32Q: 3 clusters Score -8729980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -8729991.000000 Penalty: 3621.589844
	Iteration 33Q: 3 clusters Score -8729991 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -8729996.000000 Penalty: 3621.589844
	Iteration 34Q: 3 clusters Score -8729996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -8730036.000000 Penalty: 3621.589844
	Iteration 35Q: 3 clusters Score -8730036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -8730051.000000 Penalty: 3621.589844
	Iteration 36Q: 3 clusters Score -8730051 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -8730074.000000 Penalty: 3621.589844
	Iteration 37Q: 3 clusters Score -8730074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -8730078.000000 Penalty: 3621.589844
	Iteration 38Q: 3 clusters Score -8730078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -8730089.000000 Penalty: 3621.589844
	Iteration 39Q: 3 clusters Score -8730089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -8730090.000000 Penalty: 3621.589844
	Iteration 40F: 3 clusters Score -8730090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -8730101.000000 Penalty: 3621.589844
	Iteration 41Q: 3 clusters Score -8730101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -8730098.000000 Penalty: 3621.589844
	Iteration 42Q: 3 clusters Score -8730098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -8730098.000000 Penalty: 3621.589844
	Iteration 43Q: 3 clusters Score -8730098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -8730098.000000 Penalty: 3621.589844
	Iteration 44Q: 3 clusters Score -8730098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -8730124.000000 Penalty: 3621.589844
	Iteration 45Q: 3 clusters Score -8730124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -8730118.000000 Penalty: 3621.589844
	Iteration 46Q: 3 clusters Score -8730118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -8730126.000000 Penalty: 3621.589844
	Iteration 47Q: 3 clusters Score -8730126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -8730136.000000 Penalty: 3621.589844
	Iteration 48Q: 3 clusters Score -8730136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -8730149.000000 Penalty: 3621.589844
	Iteration 49Q: 3 clusters Score -8730149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -8730155.000000 Penalty: 3621.589844
	Iteration 50Q: 3 clusters Score -8730155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -8730145.000000 Penalty: 3621.589844
	Iteration 51Q: 3 clusters Score -8730145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -8730151.000000 Penalty: 3621.589844
	Iteration 52Q: 3 clusters Score -8730151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -8730143.000000 Penalty: 3621.589844
	Iteration 53Q: 3 clusters Score -8730143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -8730146.000000 Penalty: 3621.589844
	Iteration 54Q: 3 clusters Score -8730146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -8730141.000000 Penalty: 3621.589844
	Iteration 55Q: 3 clusters Score -8730141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -8730142.000000 Penalty: 3621.589844
	Iteration 56Q: 3 clusters Score -8730142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -8730148.000000 Penalty: 3621.589844
	Iteration 57Q: 3 clusters Score -8730148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -8730156.000000 Penalty: 3621.589844
	Iteration 58Q: 3 clusters Score -8730156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -8730152.000000 Penalty: 3621.589844
	Iteration 59Q: 3 clusters Score -8730152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -8730160.000000 Penalty: 3621.589844
	Iteration 60F: 3 clusters Score -8730160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -8730163.000000 Penalty: 3621.589844
	Iteration 61Q: 3 clusters Score -8730163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -8730153.000000 Penalty: 3621.589844
	Iteration 62Q: 3 clusters Score -8730153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -8730151.000000 Penalty: 3621.589844
	Iteration 63Q: 3 clusters Score -8730151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -8730162.000000 Penalty: 3621.589844
	Iteration 64Q: 3 clusters Score -8730162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -8730164.000000 Penalty: 3621.589844
	Iteration 65Q: 3 clusters Score -8730164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -8730168.000000 Penalty: 3621.589844
	Iteration 66Q: 3 clusters Score -8730168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -8730162.000000 Penalty: 3621.589844
	Iteration 67Q: 3 clusters Score -8730162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -8730164.000000 Penalty: 3621.589844
	Iteration 68Q: 3 clusters Score -8730164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -8730158.000000 Penalty: 3621.589844
	Iteration 69Q: 3 clusters Score -8730158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -8730152.000000 Penalty: 3621.589844
	Iteration 70Q: 3 clusters Score -8730152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -8730155.000000 Penalty: 3621.589844
	Iteration 71Q: 3 clusters Score -8730155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -8730152.000000 Penalty: 3621.589844
	Iteration 72Q: 3 clusters Score -8730152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -8730148.000000 Penalty: 3621.589844
	Iteration 73Q: 3 clusters Score -8730148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -8730152.000000 Penalty: 3621.589844
	Iteration 74Q: 3 clusters Score -8730152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -8730158.000000 Penalty: 3621.589844
	Iteration 75Q: 3 clusters Score -8730158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -8730153.000000 Penalty: 3621.589844
	Iteration 76Q: 3 clusters Score -8730153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -8730160.000000 Penalty: 3621.589844
	Iteration 77Q: 3 clusters Score -8730160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -8730165.000000 Penalty: 3621.589844
	Iteration 78Q: 3 clusters Score -8730165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -8730168.000000 Penalty: 3621.589844
	Iteration 79Q: 3 clusters Score -8730168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -8730164.000000 Penalty: 3621.589844
	Iteration 80F: 3 clusters Score -8730164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -8730165.000000 Penalty: 3621.589844
	Iteration 81Q: 3 clusters Score -8730165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -8730168.000000 Penalty: 3621.589844
	Iteration 82Q: 3 clusters Score -8730168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -8730166.000000 Penalty: 3621.589844
	Iteration 83Q: 3 clusters Score -8730166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -8730169.000000 Penalty: 3621.589844
	Iteration 84Q: 3 clusters Score -8730169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -8730174.000000 Penalty: 3621.589844
	Iteration 85Q: 3 clusters Score -8730174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -8730174.000000 Penalty: 3621.589844
	Iteration 86Q: 3 clusters Score -8730174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -8730173.000000 Penalty: 3621.589844
	Iteration 87Q: 3 clusters Score -8730173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -8730175.000000 Penalty: 3621.589844
	Iteration 88Q: 3 clusters Score -8730175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -8730171.000000 Penalty: 3621.589844
	Iteration 89Q: 3 clusters Score -8730171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -8730167.000000 Penalty: 3621.589844
	Iteration 90Q: 3 clusters Score -8730167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -8730170.000000 Penalty: 3621.589844
	Iteration 91Q: 3 clusters Score -8730170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -8730172.000000 Penalty: 3621.589844
	Iteration 92Q: 3 clusters Score -8730172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -8730172.000000 Penalty: 3621.589844
	Iteration 93Q: 3 clusters Score -8730172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -8730181.000000 Penalty: 3621.589844
	Iteration 94Q: 3 clusters Score -8730181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -8730178.000000 Penalty: 3621.589844
	Iteration 95Q: 3 clusters Score -8730178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -8730175.000000 Penalty: 3621.589844
	Iteration 96Q: 3 clusters Score -8730175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -8730180.000000 Penalty: 3621.589844
	Iteration 97Q: 3 clusters Score -8730180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -8730178.000000 Penalty: 3621.589844
	Iteration 98Q: 3 clusters Score -8730178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -8730178.000000 Penalty: 3621.589844
	Iteration 99Q: 3 clusters Score -8730178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -8730181.000000 Penalty: 3621.589844
	Iteration 100F: 3 clusters Score -8730181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -8730176.000000 Penalty: 3621.589844
	Iteration 101Q: 3 clusters Score -8730176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -8730176.000000 Penalty: 3621.589844
	Iteration 102Q: 3 clusters Score -8730176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -8730179.000000 Penalty: 3621.589844
	Iteration 103Q: 3 clusters Score -8730179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -8730178.000000 Penalty: 3621.589844
	Iteration 104Q: 3 clusters Score -8730178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -8730177.000000 Penalty: 3621.589844
	Iteration 105Q: 3 clusters Score -8730177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -8730180.000000 Penalty: 3621.589844
	Iteration 106Q: 3 clusters Score -8730180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -8730185.000000 Penalty: 3621.589844
	Iteration 107Q: 3 clusters Score -8730185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -8730190.000000 Penalty: 3621.589844
	Iteration 108Q: 3 clusters Score -8730190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -8730190.000000 Penalty: 3621.589844
	Iteration 109Q: 3 clusters Score -8730190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -8730185.000000 Penalty: 3621.589844
	Iteration 110Q: 3 clusters Score -8730185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -8730192.000000 Penalty: 3621.589844
	Iteration 111Q: 3 clusters Score -8730192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -8730190.000000 Penalty: 3621.589844
	Iteration 112Q: 3 clusters Score -8730190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -8730184.000000 Penalty: 3621.589844
	Iteration 113Q: 3 clusters Score -8730184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -8730190.000000 Penalty: 3621.589844
	Iteration 114Q: 3 clusters Score -8730190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -8730181.000000 Penalty: 3621.589844
	Iteration 115Q: 3 clusters Score -8730181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -8730186.000000 Penalty: 3621.589844
	Iteration 116Q: 3 clusters Score -8730186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -8730184.000000 Penalty: 3621.589844
	Iteration 117Q: 3 clusters Score -8730184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -8730177.000000 Penalty: 3621.589844
	Iteration 118Q: 3 clusters Score -8730177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -8730182.000000 Penalty: 3621.589844
	Iteration 119Q: 3 clusters Score -8730182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -8730183.000000 Penalty: 3621.589844
	Iteration 120F: 3 clusters Score -8730183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -8730190.000000 Penalty: 3621.589844
	Iteration 121Q: 3 clusters Score -8730190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -8730187.000000 Penalty: 3621.589844
	Iteration 122Q: 3 clusters Score -8730187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -8730191.000000 Penalty: 3621.589844
	Iteration 123Q: 3 clusters Score -8730191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -8730195.000000 Penalty: 3621.589844
	Iteration 124Q: 3 clusters Score -8730195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -8730199.000000 Penalty: 3621.589844
	Iteration 125Q: 3 clusters Score -8730199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -8730206.000000 Penalty: 3621.589844
	Iteration 126Q: 3 clusters Score -8730206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -8730202.000000 Penalty: 3621.589844
	Iteration 127Q: 3 clusters Score -8730202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -8730204.000000 Penalty: 3621.589844
	Iteration 128Q: 3 clusters Score -8730204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -8730200.000000 Penalty: 3621.589844
	Iteration 129Q: 3 clusters Score -8730200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 66954 members 
Entering Unmasked Estep 
Score: -8730212.000000 Penalty: 3621.589844
	Iteration 130Q: 3 clusters Score -8730212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -8730210.000000 Penalty: 3621.589844
	Iteration 131Q: 3 clusters Score -8730210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -8730208.000000 Penalty: 3621.589844
	Iteration 132Q: 3 clusters Score -8730208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -8730207.000000 Penalty: 3621.589844
	Iteration 133Q: 3 clusters Score -8730207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -8730217.000000 Penalty: 3621.589844
	Iteration 134Q: 3 clusters Score -8730217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -8730214.000000 Penalty: 3621.589844
	Iteration 135Q: 3 clusters Score -8730214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -8730214.000000 Penalty: 3621.589844
	Iteration 136Q: 3 clusters Score -8730214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -8730216.000000 Penalty: 3621.589844
	Iteration 137Q: 3 clusters Score -8730216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -8730214.000000 Penalty: 3621.589844
	Iteration 138Q: 3 clusters Score -8730214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -8730210.000000 Penalty: 3621.589844
	Iteration 139Q: 3 clusters Score -8730210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -8730204.000000 Penalty: 3621.589844
	Iteration 140F: 3 clusters Score -8730204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -8730211.000000 Penalty: 3621.589844
	Iteration 141Q: 3 clusters Score -8730211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -8730210.000000 Penalty: 3621.589844
	Iteration 142Q: 3 clusters Score -8730210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -8730210.000000 Penalty: 3621.589844
	Iteration 143F: 3 clusters Score -8730210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -157349.046875 Penalty: 1155.885620
	Iteration 0F: 2 clusters Score -157349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155750.421875 Penalty: 2311.771240
	Iteration 0F: 3 clusters Score -155750.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -156010.187500 Penalty: 2311.771240
	Iteration 1F: 3 clusters Score -156010.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -156111.375000 Penalty: 2311.771240
	Iteration 2F: 3 clusters Score -156111.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156151.406250 Penalty: 2311.771240
	Iteration 3Q: 3 clusters Score -156151.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -156175.937500 Penalty: 2311.771240
	Iteration 4Q: 3 clusters Score -156175.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -156188.750000 Penalty: 2311.771240
	Iteration 5Q: 3 clusters Score -156188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -156193.843750 Penalty: 2311.771240
	Iteration 6Q: 3 clusters Score -156193.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -156200.468750 Penalty: 2311.771240
	Iteration 7Q: 3 clusters Score -156200.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -156206.296875 Penalty: 2311.771240
	Iteration 8Q: 3 clusters Score -156206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -156209.015625 Penalty: 2311.771240
	Iteration 9Q: 3 clusters Score -156209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -156211.375000 Penalty: 2311.771240
	Iteration 10Q: 3 clusters Score -156211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156211.703125 Penalty: 2311.771240
	Iteration 11Q: 3 clusters Score -156211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -156212.281250 Penalty: 2311.771240
	Iteration 12Q: 3 clusters Score -156212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156214.203125 Penalty: 2311.771240
	Iteration 13Q: 3 clusters Score -156214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -156214.531250 Penalty: 2311.771240
	Iteration 14Q: 3 clusters Score -156214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -156214.937500 Penalty: 2311.771240
	Iteration 15Q: 3 clusters Score -156214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -156214.937500 Penalty: 2311.771240
	Iteration 16F: 3 clusters Score -156214.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Entering Unmasked Estep 
Score: -5175787.500000 Penalty: 1725.318359
	Iteration 0F: 2 clusters Score -5175788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5148405.000000 Penalty: 3450.636719
	Iteration 0F: 3 clusters Score -5148405 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -5159129.500000 Penalty: 3450.636719
	Iteration 1F: 3 clusters Score -5159130 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5159697.000000 Penalty: 3450.636719
	Iteration 2Q: 3 clusters Score -5159697 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5160278.500000 Penalty: 3450.636719
	Iteration 3Q: 3 clusters Score -5160278 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -5160841.000000 Penalty: 3450.636719
	Iteration 4Q: 3 clusters Score -5160841 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -5161444.500000 Penalty: 3450.636719
	Iteration 5Q: 3 clusters Score -5161444 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5162179.000000 Penalty: 3450.636719
	Iteration 6Q: 3 clusters Score -5162179 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5163236.000000 Penalty: 3450.636719
	Iteration 7Q: 3 clusters Score -5163236 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -5164593.000000 Penalty: 3450.636719
	Iteration 8F: 3 clusters Score -5164593 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5165950.500000 Penalty: 3450.636719
	Iteration 9F: 3 clusters Score -5165950 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5166835.500000 Penalty: 3450.636719
	Iteration 10Q: 3 clusters Score -5166836 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5167198.000000 Penalty: 3450.636719
	Iteration 11Q: 3 clusters Score -5167198 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -5167328.500000 Penalty: 3450.636719
	Iteration 12Q: 3 clusters Score -5167328 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -5167408.500000 Penalty: 3450.636719
	Iteration 13Q: 3 clusters Score -5167408 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5167462.000000 Penalty: 3450.636719
	Iteration 14Q: 3 clusters Score -5167462 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -5167490.000000 Penalty: 3450.636719
	Iteration 15Q: 3 clusters Score -5167490 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -5167577.000000 Penalty: 3450.636719
	Iteration 16Q: 3 clusters Score -5167577 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -5167621.000000 Penalty: 3450.636719
	Iteration 17Q: 3 clusters Score -5167621 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -5167664.000000 Penalty: 3450.636719
	Iteration 18Q: 3 clusters Score -5167664 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5167714.500000 Penalty: 3450.636719
	Iteration 19Q: 3 clusters Score -5167714 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -5167749.000000 Penalty: 3450.636719
	Iteration 20F: 3 clusters Score -5167749 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -5167782.000000 Penalty: 3450.636719
	Iteration 21Q: 3 clusters Score -5167782 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -5167825.500000 Penalty: 3450.636719
	Iteration 22Q: 3 clusters Score -5167826 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5167850.500000 Penalty: 3450.636719
	Iteration 23Q: 3 clusters Score -5167850 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5167905.500000 Penalty: 3450.636719
	Iteration 24Q: 3 clusters Score -5167906 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -5167942.500000 Penalty: 3450.636719
	Iteration 25Q: 3 clusters Score -5167942 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -5168018.500000 Penalty: 3450.636719
	Iteration 26Q: 3 clusters Score -5168018 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -5168072.000000 Penalty: 3450.636719
	Iteration 27Q: 3 clusters Score -5168072 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -5168110.500000 Penalty: 3450.636719
	Iteration 28Q: 3 clusters Score -5168110 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -5168149.000000 Penalty: 3450.636719
	Iteration 29Q: 3 clusters Score -5168149 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -5168155.500000 Penalty: 3450.636719
	Iteration 30Q: 3 clusters Score -5168156 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -5168168.500000 Penalty: 3450.636719
	Iteration 31Q: 3 clusters Score -5168168 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -5168196.500000 Penalty: 3450.636719
	Iteration 32Q: 3 clusters Score -5168196 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5168246.000000 Penalty: 3450.636719
	Iteration 33Q: 3 clusters Score -5168246 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -5168300.500000 Penalty: 3450.636719
	Iteration 34Q: 3 clusters Score -5168300 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -5168363.500000 Penalty: 3450.636719
	Iteration 35Q: 3 clusters Score -5168364 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -5168439.000000 Penalty: 3450.636719
	Iteration 36Q: 3 clusters Score -5168439 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -5168518.000000 Penalty: 3450.636719
	Iteration 37Q: 3 clusters Score -5168518 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -5168614.500000 Penalty: 3450.636719
	Iteration 38Q: 3 clusters Score -5168614 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5168704.500000 Penalty: 3450.636719
	Iteration 39Q: 3 clusters Score -5168704 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -5168813.000000 Penalty: 3450.636719
	Iteration 40F: 3 clusters Score -5168813 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5168949.000000 Penalty: 3450.636719
	Iteration 41Q: 3 clusters Score -5168949 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -5169111.500000 Penalty: 3450.636719
	Iteration 42Q: 3 clusters Score -5169112 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -5169230.000000 Penalty: 3450.636719
	Iteration 43Q: 3 clusters Score -5169230 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -5169410.500000 Penalty: 3450.636719
	Iteration 44Q: 3 clusters Score -5169410 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5169586.500000 Penalty: 3450.636719
	Iteration 45Q: 3 clusters Score -5169586 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5169740.500000 Penalty: 3450.636719
	Iteration 46Q: 3 clusters Score -5169740 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -5169954.500000 Penalty: 3450.636719
	Iteration 47Q: 3 clusters Score -5169954 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -5170129.500000 Penalty: 3450.636719
	Iteration 48Q: 3 clusters Score -5170130 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -5170363.000000 Penalty: 3450.636719
	Iteration 49Q: 3 clusters Score -5170363 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -5170607.000000 Penalty: 3450.636719
	Iteration 50Q: 3 clusters Score -5170607 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -5170818.000000 Penalty: 3450.636719
	Iteration 51Q: 3 clusters Score -5170818 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5171051.500000 Penalty: 3450.636719
	Iteration 52Q: 3 clusters Score -5171052 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -5171317.500000 Penalty: 3450.636719
	Iteration 53Q: 3 clusters Score -5171318 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5171571.000000 Penalty: 3450.636719
	Iteration 54Q: 3 clusters Score -5171571 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5171822.000000 Penalty: 3450.636719
	Iteration 55Q: 3 clusters Score -5171822 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5172089.000000 Penalty: 3450.636719
	Iteration 56Q: 3 clusters Score -5172089 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -5172334.000000 Penalty: 3450.636719
	Iteration 57Q: 3 clusters Score -5172334 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5172522.000000 Penalty: 3450.636719
	Iteration 58Q: 3 clusters Score -5172522 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -5172721.000000 Penalty: 3450.636719
	Iteration 59Q: 3 clusters Score -5172721 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -5172889.500000 Penalty: 3450.636719
	Iteration 60F: 3 clusters Score -5172890 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5173101.500000 Penalty: 3450.636719
	Iteration 61Q: 3 clusters Score -5173102 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -5173254.500000 Penalty: 3450.636719
	Iteration 62Q: 3 clusters Score -5173254 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5173400.500000 Penalty: 3450.636719
	Iteration 63Q: 3 clusters Score -5173400 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5173518.500000 Penalty: 3450.636719
	Iteration 64Q: 3 clusters Score -5173518 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -5173608.000000 Penalty: 3450.636719
	Iteration 65Q: 3 clusters Score -5173608 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5173707.500000 Penalty: 3450.636719
	Iteration 66Q: 3 clusters Score -5173708 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -5173807.000000 Penalty: 3450.636719
	Iteration 67Q: 3 clusters Score -5173807 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5173867.500000 Penalty: 3450.636719
	Iteration 68Q: 3 clusters Score -5173868 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5173924.500000 Penalty: 3450.636719
	Iteration 69Q: 3 clusters Score -5173924 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -5173973.000000 Penalty: 3450.636719
	Iteration 70Q: 3 clusters Score -5173973 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5174008.000000 Penalty: 3450.636719
	Iteration 71Q: 3 clusters Score -5174008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -5174044.500000 Penalty: 3450.636719
	Iteration 72Q: 3 clusters Score -5174044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5174074.000000 Penalty: 3450.636719
	Iteration 73Q: 3 clusters Score -5174074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -5174098.500000 Penalty: 3450.636719
	Iteration 74Q: 3 clusters Score -5174098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -5174129.500000 Penalty: 3450.636719
	Iteration 75Q: 3 clusters Score -5174130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -5174148.500000 Penalty: 3450.636719
	Iteration 76Q: 3 clusters Score -5174148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -5174167.000000 Penalty: 3450.636719
	Iteration 77Q: 3 clusters Score -5174167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -5174181.000000 Penalty: 3450.636719
	Iteration 78Q: 3 clusters Score -5174181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -5174193.500000 Penalty: 3450.636719
	Iteration 79Q: 3 clusters Score -5174194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -5174200.000000 Penalty: 3450.636719
	Iteration 80F: 3 clusters Score -5174200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -5174202.000000 Penalty: 3450.636719
	Iteration 81Q: 3 clusters Score -5174202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -5174215.000000 Penalty: 3450.636719
	Iteration 82Q: 3 clusters Score -5174215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5174222.500000 Penalty: 3450.636719
	Iteration 83Q: 3 clusters Score -5174222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -5174234.000000 Penalty: 3450.636719
	Iteration 84Q: 3 clusters Score -5174234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5174242.500000 Penalty: 3450.636719
	Iteration 85Q: 3 clusters Score -5174242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -5174244.000000 Penalty: 3450.636719
	Iteration 86Q: 3 clusters Score -5174244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5174263.500000 Penalty: 3450.636719
	Iteration 87Q: 3 clusters Score -5174264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -5174267.000000 Penalty: 3450.636719
	Iteration 88Q: 3 clusters Score -5174267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5174276.000000 Penalty: 3450.636719
	Iteration 89Q: 3 clusters Score -5174276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5174285.500000 Penalty: 3450.636719
	Iteration 90Q: 3 clusters Score -5174286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -5174279.500000 Penalty: 3450.636719
	Iteration 91Q: 3 clusters Score -5174280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -5174285.000000 Penalty: 3450.636719
	Iteration 92Q: 3 clusters Score -5174285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5174286.500000 Penalty: 3450.636719
	Iteration 93Q: 3 clusters Score -5174286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5174291.000000 Penalty: 3450.636719
	Iteration 94Q: 3 clusters Score -5174291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5174285.000000 Penalty: 3450.636719
	Iteration 95Q: 3 clusters Score -5174285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5174289.000000 Penalty: 3450.636719
	Iteration 96Q: 3 clusters Score -5174289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5174289.000000 Penalty: 3450.636719
	Iteration 97F: 3 clusters Score -5174289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Entering Unmasked Estep 
Score: -5981684.500000 Penalty: 1745.253418
	Iteration 0F: 2 clusters Score -5981684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -5951365.000000 Penalty: 3490.506836
	Iteration 0F: 3 clusters Score -5951365 nChanged 21507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5963486.000000 Penalty: 3490.506836
	Iteration 1F: 3 clusters Score -5963486 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5963967.500000 Penalty: 3490.506836
	Iteration 2Q: 3 clusters Score -5963968 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -5964423.000000 Penalty: 3490.506836
	Iteration 3Q: 3 clusters Score -5964423 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5964901.500000 Penalty: 3490.506836
	Iteration 4Q: 3 clusters Score -5964902 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -5965446.000000 Penalty: 3490.506836
	Iteration 5Q: 3 clusters Score -5965446 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -5966216.500000 Penalty: 3490.506836
	Iteration 6Q: 3 clusters Score -5966216 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -5967164.000000 Penalty: 3490.506836
	Iteration 7Q: 3 clusters Score -5967164 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -5968512.000000 Penalty: 3490.506836
	Iteration 8Q: 3 clusters Score -5968512 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5970193.000000 Penalty: 3490.506836
	Iteration 9F: 3 clusters Score -5970193 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -5971951.500000 Penalty: 3490.506836
	Iteration 10F: 3 clusters Score -5971952 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -5973226.000000 Penalty: 3490.506836
	Iteration 11F: 3 clusters Score -5973226 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -5973873.500000 Penalty: 3490.506836
	Iteration 12Q: 3 clusters Score -5973874 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -5974203.000000 Penalty: 3490.506836
	Iteration 13Q: 3 clusters Score -5974203 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -5974426.000000 Penalty: 3490.506836
	Iteration 14Q: 3 clusters Score -5974426 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5974629.500000 Penalty: 3490.506836
	Iteration 15Q: 3 clusters Score -5974630 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -5974838.000000 Penalty: 3490.506836
	Iteration 16Q: 3 clusters Score -5974838 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -5975047.500000 Penalty: 3490.506836
	Iteration 17Q: 3 clusters Score -5975048 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5975190.500000 Penalty: 3490.506836
	Iteration 18Q: 3 clusters Score -5975190 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5975389.000000 Penalty: 3490.506836
	Iteration 19Q: 3 clusters Score -5975389 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5975644.500000 Penalty: 3490.506836
	Iteration 20F: 3 clusters Score -5975644 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -5975857.000000 Penalty: 3490.506836
	Iteration 21Q: 3 clusters Score -5975857 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -5976105.500000 Penalty: 3490.506836
	Iteration 22Q: 3 clusters Score -5976106 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5976359.500000 Penalty: 3490.506836
	Iteration 23Q: 3 clusters Score -5976360 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5976635.500000 Penalty: 3490.506836
	Iteration 24Q: 3 clusters Score -5976636 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -5976913.500000 Penalty: 3490.506836
	Iteration 25Q: 3 clusters Score -5976914 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5977215.500000 Penalty: 3490.506836
	Iteration 26Q: 3 clusters Score -5977216 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5977471.500000 Penalty: 3490.506836
	Iteration 27Q: 3 clusters Score -5977472 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5977753.000000 Penalty: 3490.506836
	Iteration 28Q: 3 clusters Score -5977753 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -5978000.000000 Penalty: 3490.506836
	Iteration 29Q: 3 clusters Score -5978000 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5978205.500000 Penalty: 3490.506836
	Iteration 30Q: 3 clusters Score -5978206 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5978388.000000 Penalty: 3490.506836
	Iteration 31Q: 3 clusters Score -5978388 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5978582.500000 Penalty: 3490.506836
	Iteration 32Q: 3 clusters Score -5978582 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5978743.500000 Penalty: 3490.506836
	Iteration 33Q: 3 clusters Score -5978744 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -5978864.000000 Penalty: 3490.506836
	Iteration 34Q: 3 clusters Score -5978864 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -5979024.000000 Penalty: 3490.506836
	Iteration 35Q: 3 clusters Score -5979024 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5979172.500000 Penalty: 3490.506836
	Iteration 36Q: 3 clusters Score -5979172 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -5979320.000000 Penalty: 3490.506836
	Iteration 37Q: 3 clusters Score -5979320 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -5979401.000000 Penalty: 3490.506836
	Iteration 38Q: 3 clusters Score -5979401 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5979482.500000 Penalty: 3490.506836
	Iteration 39Q: 3 clusters Score -5979482 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -5979578.000000 Penalty: 3490.506836
	Iteration 40F: 3 clusters Score -5979578 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -5979641.000000 Penalty: 3490.506836
	Iteration 41Q: 3 clusters Score -5979641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -5979708.500000 Penalty: 3490.506836
	Iteration 42Q: 3 clusters Score -5979708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -5979759.000000 Penalty: 3490.506836
	Iteration 43Q: 3 clusters Score -5979759 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -5979824.500000 Penalty: 3490.506836
	Iteration 44Q: 3 clusters Score -5979824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -5979857.000000 Penalty: 3490.506836
	Iteration 45Q: 3 clusters Score -5979857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -5979888.000000 Penalty: 3490.506836
	Iteration 46Q: 3 clusters Score -5979888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -5979926.500000 Penalty: 3490.506836
	Iteration 47Q: 3 clusters Score -5979926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -5979946.500000 Penalty: 3490.506836
	Iteration 48Q: 3 clusters Score -5979946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -5979953.500000 Penalty: 3490.506836
	Iteration 49Q: 3 clusters Score -5979954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5979972.000000 Penalty: 3490.506836
	Iteration 50Q: 3 clusters Score -5979972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -5979990.500000 Penalty: 3490.506836
	Iteration 51Q: 3 clusters Score -5979990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -5980000.500000 Penalty: 3490.506836
	Iteration 52Q: 3 clusters Score -5980000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -5980003.000000 Penalty: 3490.506836
	Iteration 53Q: 3 clusters Score -5980003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -5980012.000000 Penalty: 3490.506836
	Iteration 54Q: 3 clusters Score -5980012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -5980013.000000 Penalty: 3490.506836
	Iteration 55Q: 3 clusters Score -5980013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -5980017.000000 Penalty: 3490.506836
	Iteration 56Q: 3 clusters Score -5980017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -5980025.000000 Penalty: 3490.506836
	Iteration 57Q: 3 clusters Score -5980025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -5980034.500000 Penalty: 3490.506836
	Iteration 58Q: 3 clusters Score -5980034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -5980032.500000 Penalty: 3490.506836
	Iteration 59Q: 3 clusters Score -5980032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5980044.500000 Penalty: 3490.506836
	Iteration 60F: 3 clusters Score -5980044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5980046.000000 Penalty: 3490.506836
	Iteration 61Q: 3 clusters Score -5980046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -5980052.500000 Penalty: 3490.506836
	Iteration 62Q: 3 clusters Score -5980052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -5980060.000000 Penalty: 3490.506836
	Iteration 63Q: 3 clusters Score -5980060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -5980059.500000 Penalty: 3490.506836
	Iteration 64Q: 3 clusters Score -5980060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -5980059.500000 Penalty: 3490.506836
	Iteration 65Q: 3 clusters Score -5980060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5980067.500000 Penalty: 3490.506836
	Iteration 66Q: 3 clusters Score -5980068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -5980073.000000 Penalty: 3490.506836
	Iteration 67Q: 3 clusters Score -5980073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -5980081.500000 Penalty: 3490.506836
	Iteration 68Q: 3 clusters Score -5980082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -5980088.000000 Penalty: 3490.506836
	Iteration 69Q: 3 clusters Score -5980088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -5980084.500000 Penalty: 3490.506836
	Iteration 70Q: 3 clusters Score -5980084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -5980094.500000 Penalty: 3490.506836
	Iteration 71Q: 3 clusters Score -5980094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -5980096.500000 Penalty: 3490.506836
	Iteration 72Q: 3 clusters Score -5980096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -5980101.500000 Penalty: 3490.506836
	Iteration 73Q: 3 clusters Score -5980102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -5980102.000000 Penalty: 3490.506836
	Iteration 74Q: 3 clusters Score -5980102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -5980104.500000 Penalty: 3490.506836
	Iteration 75Q: 3 clusters Score -5980104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -5980104.500000 Penalty: 3490.506836
	Iteration 76F: 3 clusters Score -5980104 nChanged 0
--- Evaluating fit on full set of 1577819 points ---
Entering Unmasked Estep 
Score: -198002048.000000 Penalty: 39425.167969
24->18 Clusters: Score -198002048.000000, best is -198131216.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 525939 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 21718 members 
Mstep: Class 3 contains 21835 members 
Mstep: Class 4 contains 22044 members 
Mstep: Class 5 contains 21781 members 
Mstep: Class 6 contains 22090 members 
Mstep: Class 7 contains 21955 members 
Mstep: Class 8 contains 21840 members 
Mstep: Class 9 contains 21841 members 
Mstep: Class 10 contains 22212 members 
Mstep: Class 11 contains 21802 members 
Mstep: Class 12 contains 21953 members 
Mstep: Class 13 contains 21986 members 
Mstep: Class 14 contains 21735 members 
Mstep: Class 15 contains 21780 members 
Mstep: Class 16 contains 21793 members 
Mstep: Class 17 contains 22260 members 
Mstep: Class 18 contains 22076 members 
Mstep: Class 19 contains 21729 members 
Mstep: Class 20 contains 22058 members 
Mstep: Class 21 contains 21786 members 
Mstep: Class 22 contains 21737 members 
Mstep: Class 23 contains 21891 members 
Mstep: Class 24 contains 22096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1429.500732 but Gain 2140.605469
Score: -64032404.000000 Penalty: 49233.863281
Iteration 0F: 24 clusters Score -6.40324e+07 nChanged 502275
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 55798 members 
Mstep: Class 4 contains 36209 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 7 contains 12238 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 21166 members 
Mstep: Class 10 contains 6260 members 
Mstep: Class 11 contains 90155 members 
Mstep: Class 12 contains 30311 members 
Mstep: Class 13 contains 18618 members 
Mstep: Class 14 contains 17100 members 
Mstep: Class 15 contains 35414 members 
Mstep: Class 16 contains 18802 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 8446 members 
Mstep: Class 20 contains 15515 members 
Mstep: Class 21 contains 48607 members 
Mstep: Class 23 contains 8532 members 
Mstep: Class 24 contains 3576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65043740.000000 Penalty: 49233.863281
Iteration 1F: 24 clusters Score -6.504374e+07 nChanged 159821
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 8856 members 
Mstep: Class 3 contains 66524 members 
Mstep: Class 4 contains 36218 members 
Mstep: Class 5 contains 8104 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 13397 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 19188 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 120902 members 
Mstep: Class 12 contains 26859 members 
Mstep: Class 13 contains 13461 members 
Mstep: Class 14 contains 13715 members 
Mstep: Class 15 contains 33415 members 
Mstep: Class 16 contains 13927 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 41859 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 11620 members 
Mstep: Class 21 contains 54688 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65175020.000000 Penalty: 49233.863281
Iteration 2F: 24 clusters Score -6.517502e+07 nChanged 108814
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 74929 members 
Mstep: Class 4 contains 32726 members 
Mstep: Class 5 contains 6812 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 8 contains 3339 members 
Mstep: Class 9 contains 18444 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 139348 members 
Mstep: Class 12 contains 22351 members 
Mstep: Class 13 contains 12672 members 
Mstep: Class 14 contains 9475 members 
Mstep: Class 15 contains 35927 members 
Mstep: Class 16 contains 9240 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 41121 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 7827 members 
Mstep: Class 21 contains 57987 members 
Mstep: Class 23 contains 3182 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1319.573975 but Gain 2140.601562
Score: -65238840.000000 Penalty: 47093.261719
Iteration 3F: 23 clusters Score -6.523884e+07 nChanged 91409
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 86395 members 
Mstep: Class 4 contains 28600 members 
Mstep: Class 5 contains 6295 members 
Mstep: Class 6 contains 7373 members 
Mstep: Class 7 contains 15454 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 19785 members 
Mstep: Class 10 contains 2663 members 
Mstep: Class 11 contains 139604 members 
Mstep: Class 12 contains 18174 members 
Mstep: Class 13 contains 13159 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 42170 members 
Mstep: Class 16 contains 5888 members 
Mstep: Class 18 contains 39557 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 62313 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65293716.000000 Penalty: 47093.261719
Iteration 4F: 23 clusters Score -6.529372e+07 nChanged 82875
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 100661 members 
Mstep: Class 4 contains 25262 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 7036 members 
Mstep: Class 7 contains 15809 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 21862 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 126632 members 
Mstep: Class 12 contains 14519 members 
Mstep: Class 13 contains 13513 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 51896 members 
Mstep: Class 16 contains 3798 members 
Mstep: Class 18 contains 37890 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 67217 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1836.052612 but Gain 2140.601562
Score: -65347368.000000 Penalty: 44952.660156
Iteration 5F: 22 clusters Score -6.534737e+07 nChanged 82034
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 111960 members 
Mstep: Class 4 contains 23483 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 16452 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 23436 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 108472 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 13585 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 64773 members 
Mstep: Class 16 contains 2503 members 
Mstep: Class 18 contains 37229 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 73786 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1662.435913 but Gain 2140.605469
Score: -65390480.000000 Penalty: 42812.054688
Iteration 6F: 21 clusters Score -6.539048e+07 nChanged 75406
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 113037 members 
Mstep: Class 4 contains 23582 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 17081 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 23879 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 91096 members 
Mstep: Class 12 contains 9445 members 
Mstep: Class 13 contains 13114 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 79577 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 18 contains 37937 members 
Mstep: Class 21 contains 84342 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1250.669800 but Gain 2140.601562
Score: -65433364.000000 Penalty: 40671.453125
Iteration 7F: 20 clusters Score -6.543336e+07 nChanged 69674
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 103021 members 
Mstep: Class 4 contains 25360 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 17391 members 
Mstep: Class 8 contains 1524 members 
Mstep: Class 9 contains 23143 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 79768 members 
Mstep: Class 12 contains 7513 members 
Mstep: Class 13 contains 12499 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 15 contains 94502 members 
Mstep: Class 18 contains 39102 members 
Mstep: Class 21 contains 97335 members 
Mstep: Class 23 contains 1637 members 
Mstep: Class 24 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1317.893677 but Gain 2140.601562
Score: -65462712.000000 Penalty: 38530.851562
Iteration 8F: 19 clusters Score -6.546271e+07 nChanged 63421
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 3 contains 90647 members 
Mstep: Class 4 contains 27413 members 
Mstep: Class 5 contains 3637 members 
Mstep: Class 6 contains 4695 members 
Mstep: Class 7 contains 17811 members 
Mstep: Class 8 contains 1419 members 
Mstep: Class 9 contains 22788 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 72868 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 12320 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 105349 members 
Mstep: Class 18 contains 41013 members 
Mstep: Class 21 contains 107534 members 
Mstep: Class 23 contains 1528 members 
Mstep: Class 24 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1922.685425 but Gain 2140.605469
Score: -65483448.000000 Penalty: 36390.246094
Iteration 9F: 18 clusters Score -6.548345e+07 nChanged 56004
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 3 contains 81656 members 
Mstep: Class 4 contains 28956 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 18067 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 24202 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 71966 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 15 contains 110688 members 
Mstep: Class 18 contains 44000 members 
Mstep: Class 21 contains 109222 members 
Mstep: Class 23 contains 1425 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1794.550659 but Gain 2140.601562
Score: -65507436.000000 Penalty: 34249.644531
Iteration 10F: 17 clusters Score -6.550744e+07 nChanged 47066
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 3 contains 78249 members 
Mstep: Class 4 contains 29688 members 
Mstep: Class 5 contains 5048 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 18647 members 
Mstep: Class 8 contains 1228 members 
Mstep: Class 9 contains 27538 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 72642 members 
Mstep: Class 12 contains 4715 members 
Mstep: Class 13 contains 13201 members 
Mstep: Class 15 contains 111147 members 
Mstep: Class 18 contains 47300 members 
Mstep: Class 21 contains 105102 members 
Mstep: Class 24 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2039.385742 but Gain 2140.603516
Score: -65534820.000000 Penalty: 32109.041016
Iteration 11F: 16 clusters Score -6.553482e+07 nChanged 41658
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 3 contains 77715 members 
Mstep: Class 4 contains 30268 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 19368 members 
Mstep: Class 9 contains 33292 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 73168 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 13726 members 
Mstep: Class 15 contains 107828 members 
Mstep: Class 18 contains 50730 members 
Mstep: Class 21 contains 98966 members 
Mstep: Class 24 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65560400.000000 Penalty: 32109.041016
Iteration 12F: 16 clusters Score -6.55604e+07 nChanged 35957
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 3 contains 78358 members 
Mstep: Class 4 contains 30935 members 
Mstep: Class 5 contains 6236 members 
Mstep: Class 6 contains 4778 members 
Mstep: Class 7 contains 19163 members 
Mstep: Class 9 contains 40972 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 73255 members 
Mstep: Class 12 contains 3736 members 
Mstep: Class 13 contains 14151 members 
Mstep: Class 15 contains 102633 members 
Mstep: Class 18 contains 53755 members 
Mstep: Class 21 contains 92419 members 
Mstep: Class 24 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65580776.000000 Penalty: 32109.041016
Iteration 13F: 16 clusters Score -6.558078e+07 nChanged 32235
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 3 contains 79292 members 
Mstep: Class 4 contains 31671 members 
Mstep: Class 5 contains 6161 members 
Mstep: Class 6 contains 4920 members 
Mstep: Class 7 contains 18867 members 
Mstep: Class 9 contains 50045 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 72961 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 14447 members 
Mstep: Class 15 contains 96931 members 
Mstep: Class 18 contains 56246 members 
Mstep: Class 21 contains 85941 members 
Mstep: Class 24 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65597936.000000 Penalty: 32109.041016
Iteration 14F: 16 clusters Score -6.559794e+07 nChanged 28571
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 3 contains 79852 members 
Mstep: Class 4 contains 32363 members 
Mstep: Class 5 contains 5624 members 
Mstep: Class 6 contains 5024 members 
Mstep: Class 7 contains 18548 members 
Mstep: Class 9 contains 59765 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 72182 members 
Mstep: Class 12 contains 3153 members 
Mstep: Class 13 contains 14630 members 
Mstep: Class 15 contains 91772 members 
Mstep: Class 18 contains 58133 members 
Mstep: Class 21 contains 80189 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1969.036865 but Gain 2140.601562
Score: -65613456.000000 Penalty: 29968.439453
Iteration 15F: 15 clusters Score -6.561346e+07 nChanged 26895
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 3 contains 79619 members 
Mstep: Class 4 contains 33201 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 5094 members 
Mstep: Class 7 contains 18211 members 
Mstep: Class 9 contains 69784 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 71127 members 
Mstep: Class 12 contains 3024 members 
Mstep: Class 13 contains 14869 members 
Mstep: Class 15 contains 87970 members 
Mstep: Class 18 contains 59703 members 
Mstep: Class 21 contains 75765 members 
Mstep: Class 24 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65628668.000000 Penalty: 29968.439453
Iteration 16F: 15 clusters Score -6.562867e+07 nChanged 23453
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 3 contains 78702 members 
Mstep: Class 4 contains 33733 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 5140 members 
Mstep: Class 7 contains 17878 members 
Mstep: Class 9 contains 79339 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 11 contains 69917 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 14979 members 
Mstep: Class 15 contains 83984 members 
Mstep: Class 18 contains 60682 members 
Mstep: Class 21 contains 72216 members 
Mstep: Class 24 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65642124.000000 Penalty: 29968.439453
Iteration 17Q: 15 clusters Score -6.564212e+07 nChanged 22888
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 3 contains 77341 members 
Mstep: Class 4 contains 34460 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 9 contains 88575 members 
Mstep: Class 10 contains 1854 members 
Mstep: Class 11 contains 68442 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 15145 members 
Mstep: Class 15 contains 80671 members 
Mstep: Class 18 contains 61418 members 
Mstep: Class 21 contains 68989 members 
Mstep: Class 24 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1947.501709 but Gain 2140.603516
Score: -65653164.000000 Penalty: 27827.835938
Iteration 18Q: 14 clusters Score -6.565316e+07 nChanged 24240
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 3 contains 75885 members 
Mstep: Class 4 contains 35338 members 
Mstep: Class 6 contains 5163 members 
Mstep: Class 7 contains 17254 members 
Mstep: Class 9 contains 97211 members 
Mstep: Class 10 contains 1823 members 
Mstep: Class 11 contains 66910 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 15472 members 
Mstep: Class 15 contains 78887 members 
Mstep: Class 18 contains 61793 members 
Mstep: Class 21 contains 66672 members 
Mstep: Class 24 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65661352.000000 Penalty: 27827.835938
Iteration 19Q: 14 clusters Score -6.566135e+07 nChanged 21386
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 3 contains 74534 members 
Mstep: Class 4 contains 36491 members 
Mstep: Class 6 contains 5131 members 
Mstep: Class 7 contains 16940 members 
Mstep: Class 9 contains 101919 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 64978 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 15691 members 
Mstep: Class 15 contains 77871 members 
Mstep: Class 18 contains 62029 members 
Mstep: Class 21 contains 65120 members 
Mstep: Class 24 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65666572.000000 Penalty: 27827.835938
Iteration 20F: 14 clusters Score -6.566657e+07 nChanged 19521
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 3 contains 74045 members 
Mstep: Class 4 contains 37828 members 
Mstep: Class 6 contains 5073 members 
Mstep: Class 7 contains 16658 members 
Mstep: Class 9 contains 103922 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 62960 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 15 contains 77723 members 
Mstep: Class 18 contains 62294 members 
Mstep: Class 21 contains 64389 members 
Mstep: Class 24 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65671300.000000 Penalty: 27827.835938
Iteration 21Q: 14 clusters Score -6.56713e+07 nChanged 18378
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 3 contains 74064 members 
Mstep: Class 4 contains 39302 members 
Mstep: Class 6 contains 4964 members 
Mstep: Class 7 contains 16414 members 
Mstep: Class 9 contains 104320 members 
Mstep: Class 10 contains 1750 members 
Mstep: Class 11 contains 60970 members 
Mstep: Class 12 contains 2526 members 
Mstep: Class 13 contains 16051 members 
Mstep: Class 15 contains 77818 members 
Mstep: Class 18 contains 62773 members 
Mstep: Class 21 contains 64149 members 
Mstep: Class 24 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65676088.000000 Penalty: 27827.835938
Iteration 22Q: 14 clusters Score -6.567609e+07 nChanged 18149
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 3 contains 74415 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 16174 members 
Mstep: Class 9 contains 103932 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 58692 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 16224 members 
Mstep: Class 15 contains 77921 members 
Mstep: Class 18 contains 63577 members 
Mstep: Class 21 contains 64145 members 
Mstep: Class 24 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65682408.000000 Penalty: 27827.835938
Iteration 23Q: 14 clusters Score -6.568241e+07 nChanged 18059
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 74776 members 
Mstep: Class 4 contains 42910 members 
Mstep: Class 6 contains 4755 members 
Mstep: Class 7 contains 15968 members 
Mstep: Class 9 contains 103172 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 56248 members 
Mstep: Class 12 contains 2385 members 
Mstep: Class 13 contains 16371 members 
Mstep: Class 15 contains 78025 members 
Mstep: Class 18 contains 64568 members 
Mstep: Class 21 contains 64208 members 
Mstep: Class 24 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65688780.000000 Penalty: 27827.835938
Iteration 24Q: 14 clusters Score -6.568878e+07 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 75086 members 
Mstep: Class 4 contains 45010 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 15791 members 
Mstep: Class 9 contains 102340 members 
Mstep: Class 10 contains 1708 members 
Mstep: Class 11 contains 53443 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 16457 members 
Mstep: Class 15 contains 78237 members 
Mstep: Class 18 contains 65932 members 
Mstep: Class 21 contains 64134 members 
Mstep: Class 24 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65695148.000000 Penalty: 27827.835938
Iteration 25Q: 14 clusters Score -6.569515e+07 nChanged 17413
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 75552 members 
Mstep: Class 4 contains 47124 members 
Mstep: Class 6 contains 4541 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 9 contains 101574 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 11 contains 50224 members 
Mstep: Class 12 contains 2331 members 
Mstep: Class 13 contains 16542 members 
Mstep: Class 15 contains 78276 members 
Mstep: Class 18 contains 67771 members 
Mstep: Class 21 contains 63889 members 
Mstep: Class 24 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65700404.000000 Penalty: 27827.835938
Iteration 26Q: 14 clusters Score -6.57004e+07 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 76125 members 
Mstep: Class 4 contains 49073 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 15451 members 
Mstep: Class 9 contains 101053 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 46840 members 
Mstep: Class 12 contains 2326 members 
Mstep: Class 13 contains 16555 members 
Mstep: Class 15 contains 78292 members 
Mstep: Class 18 contains 69781 members 
Mstep: Class 21 contains 63519 members 
Mstep: Class 24 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65704088.000000 Penalty: 27827.835938
Iteration 27Q: 14 clusters Score -6.570409e+07 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 76752 members 
Mstep: Class 4 contains 50962 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 15284 members 
Mstep: Class 9 contains 100817 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 11 contains 43320 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 16528 members 
Mstep: Class 15 contains 78330 members 
Mstep: Class 18 contains 71694 members 
Mstep: Class 21 contains 63191 members 
Mstep: Class 24 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65707156.000000 Penalty: 27827.835938
Iteration 28Q: 14 clusters Score -6.570716e+07 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 77452 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 7 contains 15117 members 
Mstep: Class 9 contains 100774 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 11 contains 39691 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 16436 members 
Mstep: Class 15 contains 78253 members 
Mstep: Class 18 contains 73675 members 
Mstep: Class 21 contains 62931 members 
Mstep: Class 24 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65708580.000000 Penalty: 27827.835938
Iteration 29Q: 14 clusters Score -6.570858e+07 nChanged 12787
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 78145 members 
Mstep: Class 4 contains 54490 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 14951 members 
Mstep: Class 9 contains 100892 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 36191 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 16337 members 
Mstep: Class 15 contains 78139 members 
Mstep: Class 18 contains 75541 members 
Mstep: Class 21 contains 62621 members 
Mstep: Class 24 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65709960.000000 Penalty: 27827.835938
Iteration 30Q: 14 clusters Score -6.570996e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 78949 members 
Mstep: Class 4 contains 56117 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 14821 members 
Mstep: Class 9 contains 100980 members 
Mstep: Class 10 contains 1548 members 
Mstep: Class 11 contains 33043 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 16233 members 
Mstep: Class 15 contains 78026 members 
Mstep: Class 18 contains 77076 members 
Mstep: Class 21 contains 62287 members 
Mstep: Class 24 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65710604.000000 Penalty: 27827.835938
Iteration 31Q: 14 clusters Score -6.57106e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 79851 members 
Mstep: Class 4 contains 57754 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 14648 members 
Mstep: Class 9 contains 100996 members 
Mstep: Class 10 contains 1549 members 
Mstep: Class 11 contains 30178 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 16151 members 
Mstep: Class 15 contains 77966 members 
Mstep: Class 18 contains 78276 members 
Mstep: Class 21 contains 61911 members 
Mstep: Class 24 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65711376.000000 Penalty: 27827.835938
Iteration 32Q: 14 clusters Score -6.571138e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 80654 members 
Mstep: Class 4 contains 59379 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 14483 members 
Mstep: Class 9 contains 100952 members 
Mstep: Class 10 contains 1538 members 
Mstep: Class 11 contains 27716 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 16066 members 
Mstep: Class 15 contains 77944 members 
Mstep: Class 18 contains 79226 members 
Mstep: Class 21 contains 61525 members 
Mstep: Class 24 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65711328.000000 Penalty: 27827.835938
Iteration 33Q: 14 clusters Score -6.571133e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 81307 members 
Mstep: Class 4 contains 60886 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 9 contains 100925 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 25636 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 16015 members 
Mstep: Class 15 contains 77893 members 
Mstep: Class 18 contains 80059 members 
Mstep: Class 21 contains 61138 members 
Mstep: Class 24 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65711448.000000 Penalty: 27827.835938
Iteration 34Q: 14 clusters Score -6.571145e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 81682 members 
Mstep: Class 4 contains 62391 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 7 contains 14153 members 
Mstep: Class 9 contains 100940 members 
Mstep: Class 10 contains 1485 members 
Mstep: Class 11 contains 23818 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 15973 members 
Mstep: Class 15 contains 77747 members 
Mstep: Class 18 contains 80851 members 
Mstep: Class 21 contains 60812 members 
Mstep: Class 24 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65711844.000000 Penalty: 27827.835938
Iteration 35Q: 14 clusters Score -6.571184e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 81995 members 
Mstep: Class 4 contains 63789 members 
Mstep: Class 6 contains 3293 members 
Mstep: Class 7 contains 13980 members 
Mstep: Class 9 contains 100866 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 15947 members 
Mstep: Class 15 contains 77645 members 
Mstep: Class 18 contains 81592 members 
Mstep: Class 21 contains 60527 members 
Mstep: Class 24 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65712520.000000 Penalty: 27827.835938
Iteration 36Q: 14 clusters Score -6.571252e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 82344 members 
Mstep: Class 4 contains 65188 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 9 contains 100697 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 11 contains 20663 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 15939 members 
Mstep: Class 15 contains 77530 members 
Mstep: Class 18 contains 82289 members 
Mstep: Class 21 contains 60206 members 
Mstep: Class 24 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65712904.000000 Penalty: 27827.835938
Iteration 37Q: 14 clusters Score -6.57129e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 82500 members 
Mstep: Class 4 contains 66602 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 13638 members 
Mstep: Class 9 contains 100523 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 19328 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 15926 members 
Mstep: Class 15 contains 77409 members 
Mstep: Class 18 contains 82888 members 
Mstep: Class 21 contains 59976 members 
Mstep: Class 24 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65713476.000000 Penalty: 27827.835938
Iteration 38Q: 14 clusters Score -6.571348e+07 nChanged 5489
Entering ConstructFrom: 
Score: -65713476.000000 Penalty: 27827.835938
Entering ConstructFrom: 
Trying to split cluster 3 (82611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Entering Unmasked Estep 
Score: -10575730.000000 Penalty: 1839.808472
	Iteration 0F: 2 clusters Score -1.057573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -10524300.000000 Penalty: 3679.616943
	Iteration 0F: 3 clusters Score -1.05243e+07 nChanged 39449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -10548292.000000 Penalty: 3679.616943
	Iteration 1F: 3 clusters Score -1.054829e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -10549831.000000 Penalty: 3679.616943
	Iteration 2Q: 3 clusters Score -1.054983e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -10551769.000000 Penalty: 3679.616943
	Iteration 3Q: 3 clusters Score -1.055177e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -10554455.000000 Penalty: 3679.616943
	Iteration 4F: 3 clusters Score -1.055446e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -10557702.000000 Penalty: 3679.616943
	Iteration 5F: 3 clusters Score -1.05577e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -10561121.000000 Penalty: 3679.616943
	Iteration 6F: 3 clusters Score -1.056112e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -10564674.000000 Penalty: 3679.616943
	Iteration 7F: 3 clusters Score -1.056467e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -10567816.000000 Penalty: 3679.616943
	Iteration 8F: 3 clusters Score -1.056782e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -10570210.000000 Penalty: 3679.616943
	Iteration 9Q: 3 clusters Score -1.057021e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -10571885.000000 Penalty: 3679.616943
	Iteration 10Q: 3 clusters Score -1.057188e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -10573145.000000 Penalty: 3679.616943
	Iteration 11Q: 3 clusters Score -1.057314e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -10574596.000000 Penalty: 3679.616943
	Iteration 12Q: 3 clusters Score -1.05746e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -10575938.000000 Penalty: 3679.616943
	Iteration 13Q: 3 clusters Score -1.057594e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -10576978.000000 Penalty: 3679.616943
	Iteration 14Q: 3 clusters Score -1.057698e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -10577409.000000 Penalty: 3679.616943
	Iteration 15Q: 3 clusters Score -1.057741e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -10577699.000000 Penalty: 3679.616943
	Iteration 16Q: 3 clusters Score -1.05777e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -10577848.000000 Penalty: 3679.616943
	Iteration 17Q: 3 clusters Score -1.057785e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -10577904.000000 Penalty: 3679.616943
	Iteration 18Q: 3 clusters Score -1.05779e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -10577919.000000 Penalty: 3679.616943
	Iteration 19Q: 3 clusters Score -1.057792e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -10577930.000000 Penalty: 3679.616943
	Iteration 20F: 3 clusters Score -1.057793e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -10577942.000000 Penalty: 3679.616943
	Iteration 21Q: 3 clusters Score -1.057794e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -10577904.000000 Penalty: 3679.616943
	Iteration 22Q: 3 clusters Score -1.05779e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -10577867.000000 Penalty: 3679.616943
	Iteration 23Q: 3 clusters Score -1.057787e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -10577863.000000 Penalty: 3679.616943
	Iteration 24Q: 3 clusters Score -1.057786e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -10577855.000000 Penalty: 3679.616943
	Iteration 25Q: 3 clusters Score -1.057786e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -10577835.000000 Penalty: 3679.616943
	Iteration 26Q: 3 clusters Score -1.057784e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -10577827.000000 Penalty: 3679.616943
	Iteration 27Q: 3 clusters Score -1.057783e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -10577799.000000 Penalty: 3679.616943
	Iteration 28Q: 3 clusters Score -1.05778e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -10577820.000000 Penalty: 3679.616943
	Iteration 29Q: 3 clusters Score -1.057782e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -10577818.000000 Penalty: 3679.616943
	Iteration 30Q: 3 clusters Score -1.057782e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -10577822.000000 Penalty: 3679.616943
	Iteration 31Q: 3 clusters Score -1.057782e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -10577813.000000 Penalty: 3679.616943
	Iteration 32Q: 3 clusters Score -1.057781e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -10577814.000000 Penalty: 3679.616943
	Iteration 33Q: 3 clusters Score -1.057781e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -10577817.000000 Penalty: 3679.616943
	Iteration 34Q: 3 clusters Score -1.057782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -10577797.000000 Penalty: 3679.616943
	Iteration 35Q: 3 clusters Score -1.05778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -10577813.000000 Penalty: 3679.616943
	Iteration 36Q: 3 clusters Score -1.057781e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -10577813.000000 Penalty: 3679.616943
	Iteration 37Q: 3 clusters Score -1.057781e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -10577808.000000 Penalty: 3679.616943
	Iteration 38Q: 3 clusters Score -1.057781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -10577793.000000 Penalty: 3679.616943
	Iteration 39Q: 3 clusters Score -1.057779e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -10577823.000000 Penalty: 3679.616943
	Iteration 40F: 3 clusters Score -1.057782e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -10577832.000000 Penalty: 3679.616943
	Iteration 41Q: 3 clusters Score -1.057783e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -10577815.000000 Penalty: 3679.616943
	Iteration 42Q: 3 clusters Score -1.057782e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -10577824.000000 Penalty: 3679.616943
	Iteration 43Q: 3 clusters Score -1.057782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -10577829.000000 Penalty: 3679.616943
	Iteration 44Q: 3 clusters Score -1.057783e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -10577837.000000 Penalty: 3679.616943
	Iteration 45Q: 3 clusters Score -1.057784e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -10577833.000000 Penalty: 3679.616943
	Iteration 46Q: 3 clusters Score -1.057783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -10577851.000000 Penalty: 3679.616943
	Iteration 47Q: 3 clusters Score -1.057785e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -10577872.000000 Penalty: 3679.616943
	Iteration 48Q: 3 clusters Score -1.057787e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -10577866.000000 Penalty: 3679.616943
	Iteration 49Q: 3 clusters Score -1.057787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -10577904.000000 Penalty: 3679.616943
	Iteration 50Q: 3 clusters Score -1.05779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -10577904.000000 Penalty: 3679.616943
	Iteration 51Q: 3 clusters Score -1.05779e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -10577909.000000 Penalty: 3679.616943
	Iteration 52Q: 3 clusters Score -1.057791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -10577914.000000 Penalty: 3679.616943
	Iteration 53Q: 3 clusters Score -1.057791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -10577919.000000 Penalty: 3679.616943
	Iteration 54Q: 3 clusters Score -1.057792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -10577931.000000 Penalty: 3679.616943
	Iteration 55Q: 3 clusters Score -1.057793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -10577939.000000 Penalty: 3679.616943
	Iteration 56Q: 3 clusters Score -1.057794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -10577928.000000 Penalty: 3679.616943
	Iteration 57Q: 3 clusters Score -1.057793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -10577933.000000 Penalty: 3679.616943
	Iteration 58Q: 3 clusters Score -1.057793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -10577934.000000 Penalty: 3679.616943
	Iteration 59Q: 3 clusters Score -1.057793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -10577934.000000 Penalty: 3679.616943
	Iteration 60F: 3 clusters Score -1.057793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -10577937.000000 Penalty: 3679.616943
	Iteration 61Q: 3 clusters Score -1.057794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -10577942.000000 Penalty: 3679.616943
	Iteration 62Q: 3 clusters Score -1.057794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -10577942.000000 Penalty: 3679.616943
	Iteration 63Q: 3 clusters Score -1.057794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -10577939.000000 Penalty: 3679.616943
	Iteration 64Q: 3 clusters Score -1.057794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -10577943.000000 Penalty: 3679.616943
	Iteration 65Q: 3 clusters Score -1.057794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -10577937.000000 Penalty: 3679.616943
	Iteration 66Q: 3 clusters Score -1.057794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -10577942.000000 Penalty: 3679.616943
	Iteration 67Q: 3 clusters Score -1.057794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -10577940.000000 Penalty: 3679.616943
	Iteration 68Q: 3 clusters Score -1.057794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -10577950.000000 Penalty: 3679.616943
	Iteration 69Q: 3 clusters Score -1.057795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -10577946.000000 Penalty: 3679.616943
	Iteration 70Q: 3 clusters Score -1.057795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -10577945.000000 Penalty: 3679.616943
	Iteration 71Q: 3 clusters Score -1.057794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -10577948.000000 Penalty: 3679.616943
	Iteration 72Q: 3 clusters Score -1.057795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -10577945.000000 Penalty: 3679.616943
	Iteration 73Q: 3 clusters Score -1.057794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -10577947.000000 Penalty: 3679.616943
	Iteration 74Q: 3 clusters Score -1.057795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -10577945.000000 Penalty: 3679.616943
	Iteration 75Q: 3 clusters Score -1.057794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -10577947.000000 Penalty: 3679.616943
	Iteration 76Q: 3 clusters Score -1.057795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -10577947.000000 Penalty: 3679.616943
	Iteration 77F: 3 clusters Score -1.057795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 67920 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 9 contains 100296 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 18158 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 15954 members 
Mstep: Class 15 contains 77361 members 
Mstep: Class 18 contains 83400 members 
Mstep: Class 21 contains 59806 members 
Mstep: Class 24 contains 717 members 
Entering Unmasked Estep 
Score: -65715192.000000 Penalty: 29968.439453
Splitting cluster 3 changes total score from -65713476.000000 to -65715192.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (67920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Entering Unmasked Estep 
Score: -8595185.000000 Penalty: 1807.989014
	Iteration 0F: 2 clusters Score -8595185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -8549880.000000 Penalty: 3615.978027
	Iteration 0F: 3 clusters Score -8549880 nChanged 32153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -8568357.000000 Penalty: 3615.978027
	Iteration 1F: 3 clusters Score -8568357 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -8569109.000000 Penalty: 3615.978027
	Iteration 2Q: 3 clusters Score -8569109 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -8570083.000000 Penalty: 3615.978027
	Iteration 3Q: 3 clusters Score -8570083 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -8571604.000000 Penalty: 3615.978027
	Iteration 4Q: 3 clusters Score -8571604 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -8574119.000000 Penalty: 3615.978027
	Iteration 5F: 3 clusters Score -8574119 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -8577788.000000 Penalty: 3615.978027
	Iteration 6F: 3 clusters Score -8577788 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -8582283.000000 Penalty: 3615.978027
	Iteration 7F: 3 clusters Score -8582283 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -8586631.000000 Penalty: 3615.978027
	Iteration 8F: 3 clusters Score -8586631 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -8589929.000000 Penalty: 3615.978027
	Iteration 9Q: 3 clusters Score -8589929 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8591748.000000 Penalty: 3615.978027
	Iteration 10Q: 3 clusters Score -8591748 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66006 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8592670.000000 Penalty: 3615.978027
	Iteration 11Q: 3 clusters Score -8592670 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8593154.000000 Penalty: 3615.978027
	Iteration 12Q: 3 clusters Score -8593154 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8593420.000000 Penalty: 3615.978027
	Iteration 13Q: 3 clusters Score -8593420 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8593590.000000 Penalty: 3615.978027
	Iteration 14Q: 3 clusters Score -8593590 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8593710.000000 Penalty: 3615.978027
	Iteration 15Q: 3 clusters Score -8593710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8593785.000000 Penalty: 3615.978027
	Iteration 16Q: 3 clusters Score -8593785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8593833.000000 Penalty: 3615.978027
	Iteration 17Q: 3 clusters Score -8593833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8593866.000000 Penalty: 3615.978027
	Iteration 18Q: 3 clusters Score -8593866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8593871.000000 Penalty: 3615.978027
	Iteration 19Q: 3 clusters Score -8593871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8593887.000000 Penalty: 3615.978027
	Iteration 20F: 3 clusters Score -8593887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8593894.000000 Penalty: 3615.978027
	Iteration 21Q: 3 clusters Score -8593894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8593900.000000 Penalty: 3615.978027
	Iteration 22Q: 3 clusters Score -8593900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8593908.000000 Penalty: 3615.978027
	Iteration 23Q: 3 clusters Score -8593908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8593909.000000 Penalty: 3615.978027
	Iteration 24Q: 3 clusters Score -8593909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8593914.000000 Penalty: 3615.978027
	Iteration 25Q: 3 clusters Score -8593914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8593918.000000 Penalty: 3615.978027
	Iteration 26Q: 3 clusters Score -8593918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8593913.000000 Penalty: 3615.978027
	Iteration 27Q: 3 clusters Score -8593913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8593927.000000 Penalty: 3615.978027
	Iteration 28Q: 3 clusters Score -8593927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8593929.000000 Penalty: 3615.978027
	Iteration 29Q: 3 clusters Score -8593929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8593944.000000 Penalty: 3615.978027
	Iteration 30Q: 3 clusters Score -8593944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8593958.000000 Penalty: 3615.978027
	Iteration 31Q: 3 clusters Score -8593958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8593954.000000 Penalty: 3615.978027
	Iteration 32Q: 3 clusters Score -8593954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8593951.000000 Penalty: 3615.978027
	Iteration 33Q: 3 clusters Score -8593951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8593960.000000 Penalty: 3615.978027
	Iteration 34Q: 3 clusters Score -8593960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8593960.000000 Penalty: 3615.978027
	Iteration 35Q: 3 clusters Score -8593960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8593956.000000 Penalty: 3615.978027
	Iteration 36Q: 3 clusters Score -8593956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8593954.000000 Penalty: 3615.978027
	Iteration 37Q: 3 clusters Score -8593954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8593960.000000 Penalty: 3615.978027
	Iteration 38Q: 3 clusters Score -8593960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8593963.000000 Penalty: 3615.978027
	Iteration 39Q: 3 clusters Score -8593963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8593959.000000 Penalty: 3615.978027
	Iteration 40F: 3 clusters Score -8593959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8593960.000000 Penalty: 3615.978027
	Iteration 41Q: 3 clusters Score -8593960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8593961.000000 Penalty: 3615.978027
	Iteration 42Q: 3 clusters Score -8593961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8593961.000000 Penalty: 3615.978027
	Iteration 43F: 3 clusters Score -8593961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -374438.218750 Penalty: 1298.083130
	Iteration 0F: 2 clusters Score -374438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -371751.906250 Penalty: 2596.166260
	Iteration 0F: 3 clusters Score -371751.9 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -372351.187500 Penalty: 2596.166260
	Iteration 1F: 3 clusters Score -372351.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -372455.343750 Penalty: 2596.166260
	Iteration 2F: 3 clusters Score -372455.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -372530.343750 Penalty: 2596.166260
	Iteration 3Q: 3 clusters Score -372530.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -372586.656250 Penalty: 2596.166260
	Iteration 4Q: 3 clusters Score -372586.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -372639.812500 Penalty: 2596.166260
	Iteration 5Q: 3 clusters Score -372639.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -372686.687500 Penalty: 2596.166260
	Iteration 6Q: 3 clusters Score -372686.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -372714.656250 Penalty: 2596.166260
	Iteration 7Q: 3 clusters Score -372714.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -372744.656250 Penalty: 2596.166260
	Iteration 8Q: 3 clusters Score -372744.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -372769.562500 Penalty: 2596.166260
	Iteration 9Q: 3 clusters Score -372769.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -372790.437500 Penalty: 2596.166260
	Iteration 10Q: 3 clusters Score -372790.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -372807.562500 Penalty: 2596.166260
	Iteration 11Q: 3 clusters Score -372807.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -372829.031250 Penalty: 2596.166260
	Iteration 12Q: 3 clusters Score -372829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -372845.531250 Penalty: 2596.166260
	Iteration 13Q: 3 clusters Score -372845.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -372856.093750 Penalty: 2596.166260
	Iteration 14Q: 3 clusters Score -372856.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -372869.031250 Penalty: 2596.166260
	Iteration 15Q: 3 clusters Score -372869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -372887.781250 Penalty: 2596.166260
	Iteration 16Q: 3 clusters Score -372887.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -372908.875000 Penalty: 2596.166260
	Iteration 17Q: 3 clusters Score -372908.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -372925.812500 Penalty: 2596.166260
	Iteration 18Q: 3 clusters Score -372925.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -372940.843750 Penalty: 2596.166260
	Iteration 19Q: 3 clusters Score -372940.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -372952.062500 Penalty: 2596.166260
	Iteration 20F: 3 clusters Score -372952.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -372964.843750 Penalty: 2596.166260
	Iteration 21Q: 3 clusters Score -372964.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -372973.781250 Penalty: 2596.166260
	Iteration 22Q: 3 clusters Score -372973.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -372983.968750 Penalty: 2596.166260
	Iteration 23Q: 3 clusters Score -372984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -372995.812500 Penalty: 2596.166260
	Iteration 24Q: 3 clusters Score -372995.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -373008.031250 Penalty: 2596.166260
	Iteration 25Q: 3 clusters Score -373008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -373017.562500 Penalty: 2596.166260
	Iteration 26Q: 3 clusters Score -373017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -373023.500000 Penalty: 2596.166260
	Iteration 27Q: 3 clusters Score -373023.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -373028.093750 Penalty: 2596.166260
	Iteration 28Q: 3 clusters Score -373028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -373031.093750 Penalty: 2596.166260
	Iteration 29Q: 3 clusters Score -373031.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -373035.093750 Penalty: 2596.166260
	Iteration 30Q: 3 clusters Score -373035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -373038.375000 Penalty: 2596.166260
	Iteration 31Q: 3 clusters Score -373038.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -373041.968750 Penalty: 2596.166260
	Iteration 32Q: 3 clusters Score -373042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -373046.187500 Penalty: 2596.166260
	Iteration 33Q: 3 clusters Score -373046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -373050.843750 Penalty: 2596.166260
	Iteration 34Q: 3 clusters Score -373050.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -373053.687500 Penalty: 2596.166260
	Iteration 35Q: 3 clusters Score -373053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -373058.250000 Penalty: 2596.166260
	Iteration 36Q: 3 clusters Score -373058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -373065.656250 Penalty: 2596.166260
	Iteration 37Q: 3 clusters Score -373065.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -373071.031250 Penalty: 2596.166260
	Iteration 38Q: 3 clusters Score -373071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -373077.281250 Penalty: 2596.166260
	Iteration 39Q: 3 clusters Score -373077.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -373086.406250 Penalty: 2596.166260
	Iteration 40F: 3 clusters Score -373086.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -373095.406250 Penalty: 2596.166260
	Iteration 41Q: 3 clusters Score -373095.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -373100.156250 Penalty: 2596.166260
	Iteration 42Q: 3 clusters Score -373100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -373107.062500 Penalty: 2596.166260
	Iteration 43Q: 3 clusters Score -373107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -373116.937500 Penalty: 2596.166260
	Iteration 44Q: 3 clusters Score -373116.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -373127.625000 Penalty: 2596.166260
	Iteration 45Q: 3 clusters Score -373127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -373134.937500 Penalty: 2596.166260
	Iteration 46Q: 3 clusters Score -373134.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -373143.843750 Penalty: 2596.166260
	Iteration 47Q: 3 clusters Score -373143.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -373153.125000 Penalty: 2596.166260
	Iteration 48Q: 3 clusters Score -373153.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -373161.031250 Penalty: 2596.166260
	Iteration 49Q: 3 clusters Score -373161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -373169.093750 Penalty: 2596.166260
	Iteration 50Q: 3 clusters Score -373169.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -373179.781250 Penalty: 2596.166260
	Iteration 51Q: 3 clusters Score -373179.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -373191.375000 Penalty: 2596.166260
	Iteration 52Q: 3 clusters Score -373191.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -373200.937500 Penalty: 2596.166260
	Iteration 53Q: 3 clusters Score -373200.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -373211.343750 Penalty: 2596.166260
	Iteration 54Q: 3 clusters Score -373211.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -373221.500000 Penalty: 2596.166260
	Iteration 55Q: 3 clusters Score -373221.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -373234.000000 Penalty: 2596.166260
	Iteration 56Q: 3 clusters Score -373234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -373238.968750 Penalty: 2596.166260
	Iteration 57Q: 3 clusters Score -373239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -373241.625000 Penalty: 2596.166260
	Iteration 58Q: 3 clusters Score -373241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -373244.656250 Penalty: 2596.166260
	Iteration 59Q: 3 clusters Score -373244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -373246.562500 Penalty: 2596.166260
	Iteration 60F: 3 clusters Score -373246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -373248.750000 Penalty: 2596.166260
	Iteration 61Q: 3 clusters Score -373248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -373250.843750 Penalty: 2596.166260
	Iteration 62Q: 3 clusters Score -373250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -373257.250000 Penalty: 2596.166260
	Iteration 63Q: 3 clusters Score -373257.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -373268.250000 Penalty: 2596.166260
	Iteration 64Q: 3 clusters Score -373268.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -373270.437500 Penalty: 2596.166260
	Iteration 65Q: 3 clusters Score -373270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -373272.718750 Penalty: 2596.166260
	Iteration 66Q: 3 clusters Score -373272.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -373275.750000 Penalty: 2596.166260
	Iteration 67Q: 3 clusters Score -373275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -373279.156250 Penalty: 2596.166260
	Iteration 68Q: 3 clusters Score -373279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -373281.312500 Penalty: 2596.166260
	Iteration 69Q: 3 clusters Score -373281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -373282.968750 Penalty: 2596.166260
	Iteration 70Q: 3 clusters Score -373283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -373286.656250 Penalty: 2596.166260
	Iteration 71Q: 3 clusters Score -373286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -373288.875000 Penalty: 2596.166260
	Iteration 72Q: 3 clusters Score -373288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -373290.187500 Penalty: 2596.166260
	Iteration 73Q: 3 clusters Score -373290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -373291.000000 Penalty: 2596.166260
	Iteration 74Q: 3 clusters Score -373291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -373292.781250 Penalty: 2596.166260
	Iteration 75Q: 3 clusters Score -373292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -373294.468750 Penalty: 2596.166260
	Iteration 76Q: 3 clusters Score -373294.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -373296.281250 Penalty: 2596.166260
	Iteration 77Q: 3 clusters Score -373296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -373297.031250 Penalty: 2596.166260
	Iteration 78Q: 3 clusters Score -373297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -373297.031250 Penalty: 2596.166260
	Iteration 79F: 3 clusters Score -373297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Entering Unmasked Estep 
Score: -1626012.125000 Penalty: 1544.614624
	Iteration 0F: 2 clusters Score -1626012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1616663.125000 Penalty: 3089.229248
	Iteration 0F: 3 clusters Score -1616663 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1620501.125000 Penalty: 3089.229248
	Iteration 1F: 3 clusters Score -1620501 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1621607.125000 Penalty: 3089.229248
	Iteration 2F: 3 clusters Score -1621607 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1622890.375000 Penalty: 3089.229248
	Iteration 3F: 3 clusters Score -1622890 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1623932.500000 Penalty: 3089.229248
	Iteration 4F: 3 clusters Score -1623932 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1624556.750000 Penalty: 3089.229248
	Iteration 5F: 3 clusters Score -1624557 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1624902.625000 Penalty: 3089.229248
	Iteration 6Q: 3 clusters Score -1624903 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1625058.750000 Penalty: 3089.229248
	Iteration 7Q: 3 clusters Score -1625059 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1625155.375000 Penalty: 3089.229248
	Iteration 8Q: 3 clusters Score -1625155 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1625216.875000 Penalty: 3089.229248
	Iteration 9Q: 3 clusters Score -1625217 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1625254.500000 Penalty: 3089.229248
	Iteration 10Q: 3 clusters Score -1625254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1625290.375000 Penalty: 3089.229248
	Iteration 11Q: 3 clusters Score -1625290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1625324.625000 Penalty: 3089.229248
	Iteration 12Q: 3 clusters Score -1625325 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1625344.125000 Penalty: 3089.229248
	Iteration 13Q: 3 clusters Score -1625344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1625368.875000 Penalty: 3089.229248
	Iteration 14Q: 3 clusters Score -1625369 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1625383.125000 Penalty: 3089.229248
	Iteration 15Q: 3 clusters Score -1625383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1625396.625000 Penalty: 3089.229248
	Iteration 16Q: 3 clusters Score -1625397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1625412.375000 Penalty: 3089.229248
	Iteration 17Q: 3 clusters Score -1625412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1625433.125000 Penalty: 3089.229248
	Iteration 18Q: 3 clusters Score -1625433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1625449.125000 Penalty: 3089.229248
	Iteration 19Q: 3 clusters Score -1625449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1625460.000000 Penalty: 3089.229248
	Iteration 20F: 3 clusters Score -1625460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1625478.000000 Penalty: 3089.229248
	Iteration 21Q: 3 clusters Score -1625478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1625496.625000 Penalty: 3089.229248
	Iteration 22Q: 3 clusters Score -1625497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1625510.250000 Penalty: 3089.229248
	Iteration 23Q: 3 clusters Score -1625510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1625524.500000 Penalty: 3089.229248
	Iteration 24Q: 3 clusters Score -1625524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1625533.375000 Penalty: 3089.229248
	Iteration 25Q: 3 clusters Score -1625533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1625541.750000 Penalty: 3089.229248
	Iteration 26Q: 3 clusters Score -1625542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1625544.250000 Penalty: 3089.229248
	Iteration 27Q: 3 clusters Score -1625544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1625554.250000 Penalty: 3089.229248
	Iteration 28Q: 3 clusters Score -1625554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1625561.375000 Penalty: 3089.229248
	Iteration 29Q: 3 clusters Score -1625561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1625565.750000 Penalty: 3089.229248
	Iteration 30Q: 3 clusters Score -1625566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1625569.750000 Penalty: 3089.229248
	Iteration 31Q: 3 clusters Score -1625570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1625569.125000 Penalty: 3089.229248
	Iteration 32Q: 3 clusters Score -1625569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1625574.000000 Penalty: 3089.229248
	Iteration 33Q: 3 clusters Score -1625574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1625576.875000 Penalty: 3089.229248
	Iteration 34Q: 3 clusters Score -1625577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1625577.250000 Penalty: 3089.229248
	Iteration 35Q: 3 clusters Score -1625577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1625579.000000 Penalty: 3089.229248
	Iteration 36Q: 3 clusters Score -1625579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1625575.125000 Penalty: 3089.229248
	Iteration 37Q: 3 clusters Score -1625575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1625577.250000 Penalty: 3089.229248
	Iteration 38Q: 3 clusters Score -1625577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1625579.125000 Penalty: 3089.229248
	Iteration 39Q: 3 clusters Score -1625579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1625580.125000 Penalty: 3089.229248
	Iteration 40F: 3 clusters Score -1625580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1625580.375000 Penalty: 3089.229248
	Iteration 41Q: 3 clusters Score -1625580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1625579.875000 Penalty: 3089.229248
	Iteration 42Q: 3 clusters Score -1625580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1625583.875000 Penalty: 3089.229248
	Iteration 43Q: 3 clusters Score -1625584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1625585.250000 Penalty: 3089.229248
	Iteration 44Q: 3 clusters Score -1625585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1625585.625000 Penalty: 3089.229248
	Iteration 45Q: 3 clusters Score -1625586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1625586.375000 Penalty: 3089.229248
	Iteration 46Q: 3 clusters Score -1625586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1625584.750000 Penalty: 3089.229248
	Iteration 47Q: 3 clusters Score -1625585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1625591.125000 Penalty: 3089.229248
	Iteration 48Q: 3 clusters Score -1625591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1625590.625000 Penalty: 3089.229248
	Iteration 49Q: 3 clusters Score -1625591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1625590.750000 Penalty: 3089.229248
	Iteration 50Q: 3 clusters Score -1625591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1625592.500000 Penalty: 3089.229248
	Iteration 51Q: 3 clusters Score -1625592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1625590.875000 Penalty: 3089.229248
	Iteration 52Q: 3 clusters Score -1625591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1625591.875000 Penalty: 3089.229248
	Iteration 53Q: 3 clusters Score -1625592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1625591.625000 Penalty: 3089.229248
	Iteration 54Q: 3 clusters Score -1625592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1625591.625000 Penalty: 3089.229248
	Iteration 55F: 3 clusters Score -1625592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (100296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Entering Unmasked Estep 
Score: -12839857.000000 Penalty: 1871.330811
	Iteration 0F: 2 clusters Score -1.283986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -12791195.000000 Penalty: 3742.661621
	Iteration 0F: 3 clusters Score -1.27912e+07 nChanged 48062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -12819319.000000 Penalty: 3742.661621
	Iteration 1F: 3 clusters Score -1.281932e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -12820221.000000 Penalty: 3742.661621
	Iteration 2Q: 3 clusters Score -1.282022e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -12821645.000000 Penalty: 3742.661621
	Iteration 3Q: 3 clusters Score -1.282164e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -12823624.000000 Penalty: 3742.661621
	Iteration 4Q: 3 clusters Score -1.282362e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -12826725.000000 Penalty: 3742.661621
	Iteration 5F: 3 clusters Score -1.282672e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -12831075.000000 Penalty: 3742.661621
	Iteration 6F: 3 clusters Score -1.283108e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -12836315.000000 Penalty: 3742.661621
	Iteration 7F: 3 clusters Score -1.283632e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -12840890.000000 Penalty: 3742.661621
	Iteration 8F: 3 clusters Score -1.284089e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -12843075.000000 Penalty: 3742.661621
	Iteration 9Q: 3 clusters Score -1.284308e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -12843720.000000 Penalty: 3742.661621
	Iteration 10Q: 3 clusters Score -1.284372e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -12843723.000000 Penalty: 3742.661621
	Iteration 11Q: 3 clusters Score -1.284372e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -12843279.000000 Penalty: 3742.661621
	Iteration 12Q: 3 clusters Score -1.284328e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -12842588.000000 Penalty: 3742.661621
	Iteration 13Q: 3 clusters Score -1.284259e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -12841771.000000 Penalty: 3742.661621
	Iteration 14Q: 3 clusters Score -1.284177e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -12841010.000000 Penalty: 3742.661621
	Iteration 15Q: 3 clusters Score -1.284101e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -12840306.000000 Penalty: 3742.661621
	Iteration 16Q: 3 clusters Score -1.284031e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -12839858.000000 Penalty: 3742.661621
	Iteration 17Q: 3 clusters Score -1.283986e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -12839429.000000 Penalty: 3742.661621
	Iteration 18Q: 3 clusters Score -1.283943e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -12839280.000000 Penalty: 3742.661621
	Iteration 19Q: 3 clusters Score -1.283928e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -12839059.000000 Penalty: 3742.661621
	Iteration 20F: 3 clusters Score -1.283906e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -12838917.000000 Penalty: 3742.661621
	Iteration 21Q: 3 clusters Score -1.283892e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97707 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -12838738.000000 Penalty: 3742.661621
	Iteration 22Q: 3 clusters Score -1.283874e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -12838719.000000 Penalty: 3742.661621
	Iteration 23Q: 3 clusters Score -1.283872e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -12838672.000000 Penalty: 3742.661621
	Iteration 24Q: 3 clusters Score -1.283867e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -12838612.000000 Penalty: 3742.661621
	Iteration 25Q: 3 clusters Score -1.283861e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12838523.000000 Penalty: 3742.661621
	Iteration 26Q: 3 clusters Score -1.283852e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99135 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12838513.000000 Penalty: 3742.661621
	Iteration 27Q: 3 clusters Score -1.283851e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -12838480.000000 Penalty: 3742.661621
	Iteration 28Q: 3 clusters Score -1.283848e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12838535.000000 Penalty: 3742.661621
	Iteration 29Q: 3 clusters Score -1.283854e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12838556.000000 Penalty: 3742.661621
	Iteration 30Q: 3 clusters Score -1.283856e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12838532.000000 Penalty: 3742.661621
	Iteration 31Q: 3 clusters Score -1.283853e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12838546.000000 Penalty: 3742.661621
	Iteration 32Q: 3 clusters Score -1.283855e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12838550.000000 Penalty: 3742.661621
	Iteration 33Q: 3 clusters Score -1.283855e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12838547.000000 Penalty: 3742.661621
	Iteration 34Q: 3 clusters Score -1.283855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12838580.000000 Penalty: 3742.661621
	Iteration 35Q: 3 clusters Score -1.283858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99728 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12838571.000000 Penalty: 3742.661621
	Iteration 36Q: 3 clusters Score -1.283857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12838579.000000 Penalty: 3742.661621
	Iteration 37Q: 3 clusters Score -1.283858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12838580.000000 Penalty: 3742.661621
	Iteration 38Q: 3 clusters Score -1.283858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12838573.000000 Penalty: 3742.661621
	Iteration 39Q: 3 clusters Score -1.283857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12838569.000000 Penalty: 3742.661621
	Iteration 40F: 3 clusters Score -1.283857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12838566.000000 Penalty: 3742.661621
	Iteration 41Q: 3 clusters Score -1.283857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12838575.000000 Penalty: 3742.661621
	Iteration 42Q: 3 clusters Score -1.283858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12838572.000000 Penalty: 3742.661621
	Iteration 43Q: 3 clusters Score -1.283857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99794 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12838586.000000 Penalty: 3742.661621
	Iteration 44Q: 3 clusters Score -1.283859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12838579.000000 Penalty: 3742.661621
	Iteration 45Q: 3 clusters Score -1.283858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12838590.000000 Penalty: 3742.661621
	Iteration 46Q: 3 clusters Score -1.283859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12838599.000000 Penalty: 3742.661621
	Iteration 47Q: 3 clusters Score -1.28386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12838599.000000 Penalty: 3742.661621
	Iteration 48Q: 3 clusters Score -1.28386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12838596.000000 Penalty: 3742.661621
	Iteration 49Q: 3 clusters Score -1.28386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12838596.000000 Penalty: 3742.661621
	Iteration 50F: 3 clusters Score -1.28386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -173894.062500 Penalty: 1174.495117
	Iteration 0F: 2 clusters Score -173894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -172166.640625 Penalty: 2348.990234
	Iteration 0F: 3 clusters Score -172166.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -172473.875000 Penalty: 2348.990234
	Iteration 1F: 3 clusters Score -172473.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -172543.531250 Penalty: 2348.990234
	Iteration 2F: 3 clusters Score -172543.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -172582.671875 Penalty: 2348.990234
	Iteration 3Q: 3 clusters Score -172582.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -172607.171875 Penalty: 2348.990234
	Iteration 4Q: 3 clusters Score -172607.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172619.875000 Penalty: 2348.990234
	Iteration 5Q: 3 clusters Score -172619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172624.468750 Penalty: 2348.990234
	Iteration 6Q: 3 clusters Score -172624.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172629.312500 Penalty: 2348.990234
	Iteration 7Q: 3 clusters Score -172629.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -172634.453125 Penalty: 2348.990234
	Iteration 8Q: 3 clusters Score -172634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -172638.437500 Penalty: 2348.990234
	Iteration 9Q: 3 clusters Score -172638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -172640.875000 Penalty: 2348.990234
	Iteration 10Q: 3 clusters Score -172640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172643.593750 Penalty: 2348.990234
	Iteration 11Q: 3 clusters Score -172643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -172647.921875 Penalty: 2348.990234
	Iteration 12Q: 3 clusters Score -172647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -172653.890625 Penalty: 2348.990234
	Iteration 13Q: 3 clusters Score -172653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -172656.046875 Penalty: 2348.990234
	Iteration 14Q: 3 clusters Score -172656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172659.156250 Penalty: 2348.990234
	Iteration 15Q: 3 clusters Score -172659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172665.062500 Penalty: 2348.990234
	Iteration 16Q: 3 clusters Score -172665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -172675.187500 Penalty: 2348.990234
	Iteration 17Q: 3 clusters Score -172675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -172681.750000 Penalty: 2348.990234
	Iteration 18Q: 3 clusters Score -172681.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -172687.484375 Penalty: 2348.990234
	Iteration 19Q: 3 clusters Score -172687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -172689.968750 Penalty: 2348.990234
	Iteration 20F: 3 clusters Score -172690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172690.359375 Penalty: 2348.990234
	Iteration 21Q: 3 clusters Score -172690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172690.359375 Penalty: 2348.990234
	Iteration 22F: 3 clusters Score -172690.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Entering Unmasked Estep 
Score: -2309055.750000 Penalty: 1593.615845
	Iteration 0F: 2 clusters Score -2309056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2296595.000000 Penalty: 3187.231689
	Iteration 0F: 3 clusters Score -2296595 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2301106.750000 Penalty: 3187.231689
	Iteration 1F: 3 clusters Score -2301107 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2301645.000000 Penalty: 3187.231689
	Iteration 2F: 3 clusters Score -2301645 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2302306.750000 Penalty: 3187.231689
	Iteration 3F: 3 clusters Score -2302307 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2303073.750000 Penalty: 3187.231689
	Iteration 4F: 3 clusters Score -2303074 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2303933.500000 Penalty: 3187.231689
	Iteration 5F: 3 clusters Score -2303934 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2304814.750000 Penalty: 3187.231689
	Iteration 6F: 3 clusters Score -2304815 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2305643.500000 Penalty: 3187.231689
	Iteration 7F: 3 clusters Score -2305644 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2306297.750000 Penalty: 3187.231689
	Iteration 8Q: 3 clusters Score -2306298 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2306757.500000 Penalty: 3187.231689
	Iteration 9Q: 3 clusters Score -2306758 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2307062.250000 Penalty: 3187.231689
	Iteration 10Q: 3 clusters Score -2307062 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2307244.500000 Penalty: 3187.231689
	Iteration 11Q: 3 clusters Score -2307244 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2307349.000000 Penalty: 3187.231689
	Iteration 12Q: 3 clusters Score -2307349 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2307438.000000 Penalty: 3187.231689
	Iteration 13Q: 3 clusters Score -2307438 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2307491.750000 Penalty: 3187.231689
	Iteration 14Q: 3 clusters Score -2307492 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2307556.000000 Penalty: 3187.231689
	Iteration 15Q: 3 clusters Score -2307556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2307605.500000 Penalty: 3187.231689
	Iteration 16Q: 3 clusters Score -2307606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2307654.500000 Penalty: 3187.231689
	Iteration 17Q: 3 clusters Score -2307654 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2307692.500000 Penalty: 3187.231689
	Iteration 18Q: 3 clusters Score -2307692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2307703.750000 Penalty: 3187.231689
	Iteration 19Q: 3 clusters Score -2307704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2307722.000000 Penalty: 3187.231689
	Iteration 20F: 3 clusters Score -2307722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2307742.000000 Penalty: 3187.231689
	Iteration 21Q: 3 clusters Score -2307742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2307753.000000 Penalty: 3187.231689
	Iteration 22Q: 3 clusters Score -2307753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2307760.000000 Penalty: 3187.231689
	Iteration 23Q: 3 clusters Score -2307760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2307763.250000 Penalty: 3187.231689
	Iteration 24Q: 3 clusters Score -2307763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2307768.750000 Penalty: 3187.231689
	Iteration 25Q: 3 clusters Score -2307769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2307783.500000 Penalty: 3187.231689
	Iteration 26Q: 3 clusters Score -2307784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2307790.250000 Penalty: 3187.231689
	Iteration 27Q: 3 clusters Score -2307790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2307799.750000 Penalty: 3187.231689
	Iteration 28Q: 3 clusters Score -2307800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2307803.250000 Penalty: 3187.231689
	Iteration 29Q: 3 clusters Score -2307803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2307810.500000 Penalty: 3187.231689
	Iteration 30Q: 3 clusters Score -2307810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2307819.750000 Penalty: 3187.231689
	Iteration 31Q: 3 clusters Score -2307820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2307822.000000 Penalty: 3187.231689
	Iteration 32Q: 3 clusters Score -2307822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2307830.000000 Penalty: 3187.231689
	Iteration 33Q: 3 clusters Score -2307830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2307832.250000 Penalty: 3187.231689
	Iteration 34Q: 3 clusters Score -2307832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2307848.500000 Penalty: 3187.231689
	Iteration 35Q: 3 clusters Score -2307848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2307853.250000 Penalty: 3187.231689
	Iteration 36Q: 3 clusters Score -2307853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2307859.000000 Penalty: 3187.231689
	Iteration 37Q: 3 clusters Score -2307859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2307859.750000 Penalty: 3187.231689
	Iteration 38Q: 3 clusters Score -2307860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2307868.500000 Penalty: 3187.231689
	Iteration 39Q: 3 clusters Score -2307868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2307875.250000 Penalty: 3187.231689
	Iteration 40F: 3 clusters Score -2307875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2307878.750000 Penalty: 3187.231689
	Iteration 41Q: 3 clusters Score -2307879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2307888.000000 Penalty: 3187.231689
	Iteration 42Q: 3 clusters Score -2307888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2307886.750000 Penalty: 3187.231689
	Iteration 43Q: 3 clusters Score -2307887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2307888.500000 Penalty: 3187.231689
	Iteration 44Q: 3 clusters Score -2307888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2307890.000000 Penalty: 3187.231689
	Iteration 45Q: 3 clusters Score -2307890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2307897.000000 Penalty: 3187.231689
	Iteration 46Q: 3 clusters Score -2307897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2307904.750000 Penalty: 3187.231689
	Iteration 47Q: 3 clusters Score -2307905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2307901.500000 Penalty: 3187.231689
	Iteration 48Q: 3 clusters Score -2307902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2307904.750000 Penalty: 3187.231689
	Iteration 49Q: 3 clusters Score -2307905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2307904.750000 Penalty: 3187.231689
	Iteration 50Q: 3 clusters Score -2307905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2307910.250000 Penalty: 3187.231689
	Iteration 51Q: 3 clusters Score -2307910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2307912.000000 Penalty: 3187.231689
	Iteration 52Q: 3 clusters Score -2307912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2307913.000000 Penalty: 3187.231689
	Iteration 53Q: 3 clusters Score -2307913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2307918.250000 Penalty: 3187.231689
	Iteration 54Q: 3 clusters Score -2307918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2307917.250000 Penalty: 3187.231689
	Iteration 55Q: 3 clusters Score -2307917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2307923.250000 Penalty: 3187.231689
	Iteration 56Q: 3 clusters Score -2307923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2307920.250000 Penalty: 3187.231689
	Iteration 57Q: 3 clusters Score -2307920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2307924.750000 Penalty: 3187.231689
	Iteration 58Q: 3 clusters Score -2307925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2307924.750000 Penalty: 3187.231689
	Iteration 59Q: 3 clusters Score -2307925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2307927.750000 Penalty: 3187.231689
	Iteration 60F: 3 clusters Score -2307928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2307928.250000 Penalty: 3187.231689
	Iteration 61Q: 3 clusters Score -2307928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2307928.250000 Penalty: 3187.231689
	Iteration 62Q: 3 clusters Score -2307928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2307927.250000 Penalty: 3187.231689
	Iteration 63Q: 3 clusters Score -2307927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2307927.000000 Penalty: 3187.231689
	Iteration 64Q: 3 clusters Score -2307927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2307927.000000 Penalty: 3187.231689
	Iteration 65F: 3 clusters Score -2307927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -245724.406250 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -245724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -243685.468750 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -243685.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -244098.015625 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -244098 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -244201.109375 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -244201.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -244245.343750 Penalty: 2453.280762
	Iteration 3Q: 3 clusters Score -244245.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244278.218750 Penalty: 2453.280762
	Iteration 4Q: 3 clusters Score -244278.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -244303.359375 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -244303.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -244332.390625 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -244332.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -244356.156250 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -244356.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244373.500000 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -244373.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -244388.546875 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -244388.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -244405.359375 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -244405.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -244427.390625 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -244427.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -244448.734375 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -244448.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -244461.031250 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -244461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -244471.000000 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -244471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -244483.000000 Penalty: 2453.280762
	Iteration 15Q: 3 clusters Score -244483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -244511.765625 Penalty: 2453.280762
	Iteration 16Q: 3 clusters Score -244511.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -244549.500000 Penalty: 2453.280762
	Iteration 17Q: 3 clusters Score -244549.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -244585.375000 Penalty: 2453.280762
	Iteration 18Q: 3 clusters Score -244585.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -244614.593750 Penalty: 2453.280762
	Iteration 19Q: 3 clusters Score -244614.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -244633.140625 Penalty: 2453.280762
	Iteration 20F: 3 clusters Score -244633.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -244661.859375 Penalty: 2453.280762
	Iteration 21Q: 3 clusters Score -244661.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -244682.703125 Penalty: 2453.280762
	Iteration 22Q: 3 clusters Score -244682.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -244692.843750 Penalty: 2453.280762
	Iteration 23Q: 3 clusters Score -244692.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -244702.750000 Penalty: 2453.280762
	Iteration 24Q: 3 clusters Score -244702.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -244714.093750 Penalty: 2453.280762
	Iteration 25Q: 3 clusters Score -244714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -244718.359375 Penalty: 2453.280762
	Iteration 26Q: 3 clusters Score -244718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -244722.609375 Penalty: 2453.280762
	Iteration 27Q: 3 clusters Score -244722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -244725.109375 Penalty: 2453.280762
	Iteration 28Q: 3 clusters Score -244725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -244726.859375 Penalty: 2453.280762
	Iteration 29Q: 3 clusters Score -244726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -244728.203125 Penalty: 2453.280762
	Iteration 30Q: 3 clusters Score -244728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -244729.531250 Penalty: 2453.280762
	Iteration 31Q: 3 clusters Score -244729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -244731.359375 Penalty: 2453.280762
	Iteration 32Q: 3 clusters Score -244731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -244734.078125 Penalty: 2453.280762
	Iteration 33Q: 3 clusters Score -244734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -244739.015625 Penalty: 2453.280762
	Iteration 34Q: 3 clusters Score -244739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -244745.578125 Penalty: 2453.280762
	Iteration 35Q: 3 clusters Score -244745.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -244752.187500 Penalty: 2453.280762
	Iteration 36Q: 3 clusters Score -244752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -244758.921875 Penalty: 2453.280762
	Iteration 37Q: 3 clusters Score -244758.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -244765.562500 Penalty: 2453.280762
	Iteration 38Q: 3 clusters Score -244765.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -244772.859375 Penalty: 2453.280762
	Iteration 39Q: 3 clusters Score -244772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -244778.328125 Penalty: 2453.280762
	Iteration 40F: 3 clusters Score -244778.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -244781.312500 Penalty: 2453.280762
	Iteration 41Q: 3 clusters Score -244781.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -244782.828125 Penalty: 2453.280762
	Iteration 42Q: 3 clusters Score -244782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -244784.156250 Penalty: 2453.280762
	Iteration 43Q: 3 clusters Score -244784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -244785.078125 Penalty: 2453.280762
	Iteration 44Q: 3 clusters Score -244785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -244785.578125 Penalty: 2453.280762
	Iteration 45Q: 3 clusters Score -244785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -244785.781250 Penalty: 2453.280762
	Iteration 46Q: 3 clusters Score -244785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -244786.703125 Penalty: 2453.280762
	Iteration 47Q: 3 clusters Score -244786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -244787.640625 Penalty: 2453.280762
	Iteration 48Q: 3 clusters Score -244787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -244788.687500 Penalty: 2453.280762
	Iteration 49Q: 3 clusters Score -244788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -244788.828125 Penalty: 2453.280762
	Iteration 50Q: 3 clusters Score -244788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -244788.828125 Penalty: 2453.280762
	Iteration 51F: 3 clusters Score -244788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Entering Unmasked Estep 
Score: -2003795.625000 Penalty: 1572.588013
	Iteration 0F: 2 clusters Score -2003796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1992750.500000 Penalty: 3145.176025
	Iteration 0F: 3 clusters Score -1992750 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1996661.875000 Penalty: 3145.176025
	Iteration 1F: 3 clusters Score -1996662 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1997074.250000 Penalty: 3145.176025
	Iteration 2F: 3 clusters Score -1997074 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1997550.500000 Penalty: 3145.176025
	Iteration 3F: 3 clusters Score -1997550 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1998173.625000 Penalty: 3145.176025
	Iteration 4F: 3 clusters Score -1998174 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1998967.875000 Penalty: 3145.176025
	Iteration 5F: 3 clusters Score -1998968 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1999883.500000 Penalty: 3145.176025
	Iteration 6F: 3 clusters Score -1999884 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2000839.625000 Penalty: 3145.176025
	Iteration 7F: 3 clusters Score -2000840 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2001608.000000 Penalty: 3145.176025
	Iteration 8Q: 3 clusters Score -2001608 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2002038.125000 Penalty: 3145.176025
	Iteration 9Q: 3 clusters Score -2002038 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2002230.250000 Penalty: 3145.176025
	Iteration 10Q: 3 clusters Score -2002230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2002304.375000 Penalty: 3145.176025
	Iteration 11Q: 3 clusters Score -2002304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2002349.375000 Penalty: 3145.176025
	Iteration 12Q: 3 clusters Score -2002349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2002374.250000 Penalty: 3145.176025
	Iteration 13Q: 3 clusters Score -2002374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2002385.750000 Penalty: 3145.176025
	Iteration 14Q: 3 clusters Score -2002386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2002389.750000 Penalty: 3145.176025
	Iteration 15Q: 3 clusters Score -2002390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2002397.375000 Penalty: 3145.176025
	Iteration 16Q: 3 clusters Score -2002397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2002402.000000 Penalty: 3145.176025
	Iteration 17Q: 3 clusters Score -2002402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2002401.875000 Penalty: 3145.176025
	Iteration 18Q: 3 clusters Score -2002402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2002401.875000 Penalty: 3145.176025
	Iteration 19F: 3 clusters Score -2002402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (77361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Entering Unmasked Estep 
Score: -9735607.000000 Penalty: 1829.138672
	Iteration 0F: 2 clusters Score -9735607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -9687024.000000 Penalty: 3658.277344
	Iteration 0F: 3 clusters Score -9687024 nChanged 36597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -9708181.000000 Penalty: 3658.277344
	Iteration 1F: 3 clusters Score -9708181 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -9708862.000000 Penalty: 3658.277344
	Iteration 2Q: 3 clusters Score -9708862 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -9709697.000000 Penalty: 3658.277344
	Iteration 3Q: 3 clusters Score -9709697 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -9710948.000000 Penalty: 3658.277344
	Iteration 4Q: 3 clusters Score -9710948 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -9712756.000000 Penalty: 3658.277344
	Iteration 5Q: 3 clusters Score -9712756 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -9715214.000000 Penalty: 3658.277344
	Iteration 6F: 3 clusters Score -9715214 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -9718433.000000 Penalty: 3658.277344
	Iteration 7F: 3 clusters Score -9718433 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -9722201.000000 Penalty: 3658.277344
	Iteration 8F: 3 clusters Score -9722201 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -9725446.000000 Penalty: 3658.277344
	Iteration 9F: 3 clusters Score -9725446 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -9727642.000000 Penalty: 3658.277344
	Iteration 10Q: 3 clusters Score -9727642 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -9728825.000000 Penalty: 3658.277344
	Iteration 11Q: 3 clusters Score -9728825 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -9729491.000000 Penalty: 3658.277344
	Iteration 12Q: 3 clusters Score -9729491 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -9729979.000000 Penalty: 3658.277344
	Iteration 13Q: 3 clusters Score -9729979 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -9730393.000000 Penalty: 3658.277344
	Iteration 14Q: 3 clusters Score -9730393 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -9730799.000000 Penalty: 3658.277344
	Iteration 15Q: 3 clusters Score -9730799 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -9731191.000000 Penalty: 3658.277344
	Iteration 16Q: 3 clusters Score -9731191 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -9731568.000000 Penalty: 3658.277344
	Iteration 17Q: 3 clusters Score -9731568 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -9731916.000000 Penalty: 3658.277344
	Iteration 18Q: 3 clusters Score -9731916 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -9732256.000000 Penalty: 3658.277344
	Iteration 19Q: 3 clusters Score -9732256 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -9732502.000000 Penalty: 3658.277344
	Iteration 20F: 3 clusters Score -9732502 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -9732788.000000 Penalty: 3658.277344
	Iteration 21Q: 3 clusters Score -9732788 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -9733093.000000 Penalty: 3658.277344
	Iteration 22Q: 3 clusters Score -9733093 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -9733308.000000 Penalty: 3658.277344
	Iteration 23Q: 3 clusters Score -9733308 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -9733492.000000 Penalty: 3658.277344
	Iteration 24Q: 3 clusters Score -9733492 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -9733698.000000 Penalty: 3658.277344
	Iteration 25Q: 3 clusters Score -9733698 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -9733865.000000 Penalty: 3658.277344
	Iteration 26Q: 3 clusters Score -9733865 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -9734062.000000 Penalty: 3658.277344
	Iteration 27Q: 3 clusters Score -9734062 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -9734222.000000 Penalty: 3658.277344
	Iteration 28Q: 3 clusters Score -9734222 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -9734336.000000 Penalty: 3658.277344
	Iteration 29Q: 3 clusters Score -9734336 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -9734456.000000 Penalty: 3658.277344
	Iteration 30Q: 3 clusters Score -9734456 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -9734535.000000 Penalty: 3658.277344
	Iteration 31Q: 3 clusters Score -9734535 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -9734636.000000 Penalty: 3658.277344
	Iteration 32Q: 3 clusters Score -9734636 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -9734723.000000 Penalty: 3658.277344
	Iteration 33Q: 3 clusters Score -9734723 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -9734801.000000 Penalty: 3658.277344
	Iteration 34Q: 3 clusters Score -9734801 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -9734891.000000 Penalty: 3658.277344
	Iteration 35Q: 3 clusters Score -9734891 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -9734971.000000 Penalty: 3658.277344
	Iteration 36Q: 3 clusters Score -9734971 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -9735000.000000 Penalty: 3658.277344
	Iteration 37Q: 3 clusters Score -9735000 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -9735034.000000 Penalty: 3658.277344
	Iteration 38Q: 3 clusters Score -9735034 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -9735112.000000 Penalty: 3658.277344
	Iteration 39Q: 3 clusters Score -9735112 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -9735182.000000 Penalty: 3658.277344
	Iteration 40F: 3 clusters Score -9735182 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -9735210.000000 Penalty: 3658.277344
	Iteration 41Q: 3 clusters Score -9735210 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -9735238.000000 Penalty: 3658.277344
	Iteration 42Q: 3 clusters Score -9735238 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -9735255.000000 Penalty: 3658.277344
	Iteration 43Q: 3 clusters Score -9735255 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 70633 members 
Entering Unmasked Estep 
Score: -9735277.000000 Penalty: 3658.277344
	Iteration 44Q: 3 clusters Score -9735277 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -9735307.000000 Penalty: 3658.277344
	Iteration 45Q: 3 clusters Score -9735307 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -9735377.000000 Penalty: 3658.277344
	Iteration 46Q: 3 clusters Score -9735377 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -9735465.000000 Penalty: 3658.277344
	Iteration 47Q: 3 clusters Score -9735465 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -9735531.000000 Penalty: 3658.277344
	Iteration 48Q: 3 clusters Score -9735531 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -9735643.000000 Penalty: 3658.277344
	Iteration 49Q: 3 clusters Score -9735643 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -9735726.000000 Penalty: 3658.277344
	Iteration 50Q: 3 clusters Score -9735726 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -9735776.000000 Penalty: 3658.277344
	Iteration 51Q: 3 clusters Score -9735776 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -9735844.000000 Penalty: 3658.277344
	Iteration 52Q: 3 clusters Score -9735844 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -9735935.000000 Penalty: 3658.277344
	Iteration 53Q: 3 clusters Score -9735935 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -9735976.000000 Penalty: 3658.277344
	Iteration 54Q: 3 clusters Score -9735976 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -9736014.000000 Penalty: 3658.277344
	Iteration 55Q: 3 clusters Score -9736014 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -9736072.000000 Penalty: 3658.277344
	Iteration 56Q: 3 clusters Score -9736072 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -9736070.000000 Penalty: 3658.277344
	Iteration 57Q: 3 clusters Score -9736070 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -9736087.000000 Penalty: 3658.277344
	Iteration 58Q: 3 clusters Score -9736087 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -9736112.000000 Penalty: 3658.277344
	Iteration 59Q: 3 clusters Score -9736112 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -9736135.000000 Penalty: 3658.277344
	Iteration 60F: 3 clusters Score -9736135 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -9736144.000000 Penalty: 3658.277344
	Iteration 61Q: 3 clusters Score -9736144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -9736083.000000 Penalty: 3658.277344
	Iteration 62Q: 3 clusters Score -9736083 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -9736112.000000 Penalty: 3658.277344
	Iteration 63Q: 3 clusters Score -9736112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -9736101.000000 Penalty: 3658.277344
	Iteration 64Q: 3 clusters Score -9736101 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -9736100.000000 Penalty: 3658.277344
	Iteration 65Q: 3 clusters Score -9736100 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -9736068.000000 Penalty: 3658.277344
	Iteration 66Q: 3 clusters Score -9736068 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -9736064.000000 Penalty: 3658.277344
	Iteration 67Q: 3 clusters Score -9736064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -9736044.000000 Penalty: 3658.277344
	Iteration 68Q: 3 clusters Score -9736044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -9736000.000000 Penalty: 3658.277344
	Iteration 69Q: 3 clusters Score -9736000 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -9735982.000000 Penalty: 3658.277344
	Iteration 70Q: 3 clusters Score -9735982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -9735945.000000 Penalty: 3658.277344
	Iteration 71Q: 3 clusters Score -9735945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -9735932.000000 Penalty: 3658.277344
	Iteration 72Q: 3 clusters Score -9735932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -9735919.000000 Penalty: 3658.277344
	Iteration 73Q: 3 clusters Score -9735919 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -9735897.000000 Penalty: 3658.277344
	Iteration 74Q: 3 clusters Score -9735897 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -9735889.000000 Penalty: 3658.277344
	Iteration 75Q: 3 clusters Score -9735889 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -9735836.000000 Penalty: 3658.277344
	Iteration 76Q: 3 clusters Score -9735836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 75074 members 
Entering Unmasked Estep 
Score: -9735828.000000 Penalty: 3658.277344
	Iteration 77Q: 3 clusters Score -9735828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -9735777.000000 Penalty: 3658.277344
	Iteration 78Q: 3 clusters Score -9735777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -9735769.000000 Penalty: 3658.277344
	Iteration 79Q: 3 clusters Score -9735769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -9735763.000000 Penalty: 3658.277344
	Iteration 80F: 3 clusters Score -9735763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -9735732.000000 Penalty: 3658.277344
	Iteration 81Q: 3 clusters Score -9735732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -9735723.000000 Penalty: 3658.277344
	Iteration 82Q: 3 clusters Score -9735723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -9735720.000000 Penalty: 3658.277344
	Iteration 83Q: 3 clusters Score -9735720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -9735710.000000 Penalty: 3658.277344
	Iteration 84Q: 3 clusters Score -9735710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -9735694.000000 Penalty: 3658.277344
	Iteration 85Q: 3 clusters Score -9735694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -9735679.000000 Penalty: 3658.277344
	Iteration 86Q: 3 clusters Score -9735679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -9735678.000000 Penalty: 3658.277344
	Iteration 87Q: 3 clusters Score -9735678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -9735660.000000 Penalty: 3658.277344
	Iteration 88Q: 3 clusters Score -9735660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -9735655.000000 Penalty: 3658.277344
	Iteration 89Q: 3 clusters Score -9735655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -9735651.000000 Penalty: 3658.277344
	Iteration 90Q: 3 clusters Score -9735651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -9735638.000000 Penalty: 3658.277344
	Iteration 91Q: 3 clusters Score -9735638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -9735614.000000 Penalty: 3658.277344
	Iteration 92Q: 3 clusters Score -9735614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -9735608.000000 Penalty: 3658.277344
	Iteration 93Q: 3 clusters Score -9735608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -9735611.000000 Penalty: 3658.277344
	Iteration 94Q: 3 clusters Score -9735611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -9735600.000000 Penalty: 3658.277344
	Iteration 95Q: 3 clusters Score -9735600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -9735587.000000 Penalty: 3658.277344
	Iteration 96Q: 3 clusters Score -9735587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -9735574.000000 Penalty: 3658.277344
	Iteration 97Q: 3 clusters Score -9735574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -9735572.000000 Penalty: 3658.277344
	Iteration 98Q: 3 clusters Score -9735572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -9735584.000000 Penalty: 3658.277344
	Iteration 99Q: 3 clusters Score -9735584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -9735576.000000 Penalty: 3658.277344
	Iteration 100F: 3 clusters Score -9735576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -9735575.000000 Penalty: 3658.277344
	Iteration 101Q: 3 clusters Score -9735575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -9735584.000000 Penalty: 3658.277344
	Iteration 102Q: 3 clusters Score -9735584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -9735583.000000 Penalty: 3658.277344
	Iteration 103Q: 3 clusters Score -9735583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -9735578.000000 Penalty: 3658.277344
	Iteration 104Q: 3 clusters Score -9735578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -9735575.000000 Penalty: 3658.277344
	Iteration 105Q: 3 clusters Score -9735575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -9735572.000000 Penalty: 3658.277344
	Iteration 106Q: 3 clusters Score -9735572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -9735566.000000 Penalty: 3658.277344
	Iteration 107Q: 3 clusters Score -9735566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -9735563.000000 Penalty: 3658.277344
	Iteration 108Q: 3 clusters Score -9735563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -9735563.000000 Penalty: 3658.277344
	Iteration 109F: 3 clusters Score -9735563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Entering Unmasked Estep 
Score: -10682941.000000 Penalty: 1841.353149
	Iteration 0F: 2 clusters Score -1.068294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -10644933.000000 Penalty: 3682.706299
	Iteration 0F: 3 clusters Score -1.064493e+07 nChanged 39507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -10667532.000000 Penalty: 3682.706299
	Iteration 1F: 3 clusters Score -1.066753e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -10668057.000000 Penalty: 3682.706299
	Iteration 2Q: 3 clusters Score -1.066806e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -10668674.000000 Penalty: 3682.706299
	Iteration 3Q: 3 clusters Score -1.066867e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -10669600.000000 Penalty: 3682.706299
	Iteration 4Q: 3 clusters Score -1.06696e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -10671063.000000 Penalty: 3682.706299
	Iteration 5F: 3 clusters Score -1.067106e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -10673456.000000 Penalty: 3682.706299
	Iteration 6F: 3 clusters Score -1.067346e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -10676981.000000 Penalty: 3682.706299
	Iteration 7F: 3 clusters Score -1.067698e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -10680627.000000 Penalty: 3682.706299
	Iteration 8F: 3 clusters Score -1.068063e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -10682518.000000 Penalty: 3682.706299
	Iteration 9F: 3 clusters Score -1.068252e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -10682965.000000 Penalty: 3682.706299
	Iteration 10Q: 3 clusters Score -1.068296e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -10683013.000000 Penalty: 3682.706299
	Iteration 11Q: 3 clusters Score -1.068301e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -10683132.000000 Penalty: 3682.706299
	Iteration 12Q: 3 clusters Score -1.068313e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -10683343.000000 Penalty: 3682.706299
	Iteration 13Q: 3 clusters Score -1.068334e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -10683824.000000 Penalty: 3682.706299
	Iteration 14Q: 3 clusters Score -1.068382e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -10684290.000000 Penalty: 3682.706299
	Iteration 15Q: 3 clusters Score -1.068429e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -10685013.000000 Penalty: 3682.706299
	Iteration 16Q: 3 clusters Score -1.068501e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -10685751.000000 Penalty: 3682.706299
	Iteration 17Q: 3 clusters Score -1.068575e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -10686407.000000 Penalty: 3682.706299
	Iteration 18Q: 3 clusters Score -1.068641e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -10686979.000000 Penalty: 3682.706299
	Iteration 19Q: 3 clusters Score -1.068698e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -10687401.000000 Penalty: 3682.706299
	Iteration 20F: 3 clusters Score -1.06874e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -10687593.000000 Penalty: 3682.706299
	Iteration 21Q: 3 clusters Score -1.068759e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -10687778.000000 Penalty: 3682.706299
	Iteration 22Q: 3 clusters Score -1.068778e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -10687876.000000 Penalty: 3682.706299
	Iteration 23Q: 3 clusters Score -1.068788e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -10688091.000000 Penalty: 3682.706299
	Iteration 24Q: 3 clusters Score -1.068809e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -10688231.000000 Penalty: 3682.706299
	Iteration 25Q: 3 clusters Score -1.068823e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -10688402.000000 Penalty: 3682.706299
	Iteration 26Q: 3 clusters Score -1.06884e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -10688643.000000 Penalty: 3682.706299
	Iteration 27Q: 3 clusters Score -1.068864e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -10688992.000000 Penalty: 3682.706299
	Iteration 28Q: 3 clusters Score -1.068899e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -10689302.000000 Penalty: 3682.706299
	Iteration 29Q: 3 clusters Score -1.06893e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -10689649.000000 Penalty: 3682.706299
	Iteration 30Q: 3 clusters Score -1.068965e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -10688465.000000 Penalty: 3682.706299
	Iteration 31Q: 3 clusters Score -1.068846e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -10685963.000000 Penalty: 3682.706299
	Iteration 32Q: 3 clusters Score -1.068596e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -10683356.000000 Penalty: 3682.706299
	Iteration 33Q: 3 clusters Score -1.068336e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -10682167.000000 Penalty: 3682.706299
	Iteration 34Q: 3 clusters Score -1.068217e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -10681675.000000 Penalty: 3682.706299
	Iteration 35Q: 3 clusters Score -1.068168e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -10681356.000000 Penalty: 3682.706299
	Iteration 36Q: 3 clusters Score -1.068136e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -10681184.000000 Penalty: 3682.706299
	Iteration 37Q: 3 clusters Score -1.068118e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -10681101.000000 Penalty: 3682.706299
	Iteration 38Q: 3 clusters Score -1.06811e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -10681032.000000 Penalty: 3682.706299
	Iteration 39Q: 3 clusters Score -1.068103e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10682778.000000 Penalty: 3682.706299
	Iteration 40F: 3 clusters Score -1.068278e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10681709.000000 Penalty: 3682.706299
	Iteration 41Q: 3 clusters Score -1.068171e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10681499.000000 Penalty: 3682.706299
	Iteration 42Q: 3 clusters Score -1.06815e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10681483.000000 Penalty: 3682.706299
	Iteration 43Q: 3 clusters Score -1.068148e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10681484.000000 Penalty: 3682.706299
	Iteration 44Q: 3 clusters Score -1.068148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10681498.000000 Penalty: 3682.706299
	Iteration 45Q: 3 clusters Score -1.06815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10681506.000000 Penalty: 3682.706299
	Iteration 46Q: 3 clusters Score -1.068151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10681511.000000 Penalty: 3682.706299
	Iteration 47Q: 3 clusters Score -1.068151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10681512.000000 Penalty: 3682.706299
	Iteration 48Q: 3 clusters Score -1.068151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10681508.000000 Penalty: 3682.706299
	Iteration 49Q: 3 clusters Score -1.068151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10681508.000000 Penalty: 3682.706299
	Iteration 50F: 3 clusters Score -1.068151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (59806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Entering Unmasked Estep 
Score: -7579490.000000 Penalty: 1787.314941
	Iteration 0F: 2 clusters Score -7579490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -7539475.000000 Penalty: 3574.629883
	Iteration 0F: 3 clusters Score -7539475 nChanged 28272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -7555662.500000 Penalty: 3574.629883
	Iteration 1F: 3 clusters Score -7555662 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7556614.500000 Penalty: 3574.629883
	Iteration 2Q: 3 clusters Score -7556614 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -7557966.000000 Penalty: 3574.629883
	Iteration 3Q: 3 clusters Score -7557966 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -7559940.500000 Penalty: 3574.629883
	Iteration 4F: 3 clusters Score -7559940 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -7562708.500000 Penalty: 3574.629883
	Iteration 5F: 3 clusters Score -7562708 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -7566392.500000 Penalty: 3574.629883
	Iteration 6F: 3 clusters Score -7566392 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -7570060.500000 Penalty: 3574.629883
	Iteration 7F: 3 clusters Score -7570060 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -7573075.500000 Penalty: 3574.629883
	Iteration 8F: 3 clusters Score -7573076 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -7574686.000000 Penalty: 3574.629883
	Iteration 9Q: 3 clusters Score -7574686 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -7575645.000000 Penalty: 3574.629883
	Iteration 10Q: 3 clusters Score -7575645 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -7576340.500000 Penalty: 3574.629883
	Iteration 11Q: 3 clusters Score -7576340 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -7576920.000000 Penalty: 3574.629883
	Iteration 12Q: 3 clusters Score -7576920 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -7577398.000000 Penalty: 3574.629883
	Iteration 13Q: 3 clusters Score -7577398 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -7577742.500000 Penalty: 3574.629883
	Iteration 14Q: 3 clusters Score -7577742 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -7578108.000000 Penalty: 3574.629883
	Iteration 15Q: 3 clusters Score -7578108 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -7578455.000000 Penalty: 3574.629883
	Iteration 16Q: 3 clusters Score -7578455 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -7578736.000000 Penalty: 3574.629883
	Iteration 17Q: 3 clusters Score -7578736 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -7579014.500000 Penalty: 3574.629883
	Iteration 18Q: 3 clusters Score -7579014 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -7579203.000000 Penalty: 3574.629883
	Iteration 19Q: 3 clusters Score -7579203 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -7579391.500000 Penalty: 3574.629883
	Iteration 20F: 3 clusters Score -7579392 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -7579590.000000 Penalty: 3574.629883
	Iteration 21Q: 3 clusters Score -7579590 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -7579729.500000 Penalty: 3574.629883
	Iteration 22Q: 3 clusters Score -7579730 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -7579831.000000 Penalty: 3574.629883
	Iteration 23Q: 3 clusters Score -7579831 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -7579924.500000 Penalty: 3574.629883
	Iteration 24Q: 3 clusters Score -7579924 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -7579959.500000 Penalty: 3574.629883
	Iteration 25Q: 3 clusters Score -7579960 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -7579997.000000 Penalty: 3574.629883
	Iteration 26Q: 3 clusters Score -7579997 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -7579998.000000 Penalty: 3574.629883
	Iteration 27Q: 3 clusters Score -7579998 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -7580009.500000 Penalty: 3574.629883
	Iteration 28Q: 3 clusters Score -7580010 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -7580026.000000 Penalty: 3574.629883
	Iteration 29Q: 3 clusters Score -7580026 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -7580069.000000 Penalty: 3574.629883
	Iteration 30Q: 3 clusters Score -7580069 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -7580089.000000 Penalty: 3574.629883
	Iteration 31Q: 3 clusters Score -7580089 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -7580072.000000 Penalty: 3574.629883
	Iteration 32Q: 3 clusters Score -7580072 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -7580085.500000 Penalty: 3574.629883
	Iteration 33Q: 3 clusters Score -7580086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -7580074.000000 Penalty: 3574.629883
	Iteration 34Q: 3 clusters Score -7580074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -7580098.500000 Penalty: 3574.629883
	Iteration 35Q: 3 clusters Score -7580098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -7580100.000000 Penalty: 3574.629883
	Iteration 36Q: 3 clusters Score -7580100 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -7580100.000000 Penalty: 3574.629883
	Iteration 37Q: 3 clusters Score -7580100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -7580097.000000 Penalty: 3574.629883
	Iteration 38Q: 3 clusters Score -7580097 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -7580102.500000 Penalty: 3574.629883
	Iteration 39Q: 3 clusters Score -7580102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -7580105.500000 Penalty: 3574.629883
	Iteration 40F: 3 clusters Score -7580106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -7580106.500000 Penalty: 3574.629883
	Iteration 41Q: 3 clusters Score -7580106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -7580098.000000 Penalty: 3574.629883
	Iteration 42Q: 3 clusters Score -7580098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -7580111.500000 Penalty: 3574.629883
	Iteration 43Q: 3 clusters Score -7580112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -7580119.000000 Penalty: 3574.629883
	Iteration 44Q: 3 clusters Score -7580119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -7580110.000000 Penalty: 3574.629883
	Iteration 45Q: 3 clusters Score -7580110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -7580099.500000 Penalty: 3574.629883
	Iteration 46Q: 3 clusters Score -7580100 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -7580091.000000 Penalty: 3574.629883
	Iteration 47Q: 3 clusters Score -7580091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -7580090.500000 Penalty: 3574.629883
	Iteration 48Q: 3 clusters Score -7580090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -7580096.500000 Penalty: 3574.629883
	Iteration 49Q: 3 clusters Score -7580096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -7580097.000000 Penalty: 3574.629883
	Iteration 50Q: 3 clusters Score -7580097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -7580106.000000 Penalty: 3574.629883
	Iteration 51Q: 3 clusters Score -7580106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -7580110.000000 Penalty: 3574.629883
	Iteration 52Q: 3 clusters Score -7580110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -7580107.500000 Penalty: 3574.629883
	Iteration 53Q: 3 clusters Score -7580108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -7580118.000000 Penalty: 3574.629883
	Iteration 54Q: 3 clusters Score -7580118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -7580117.500000 Penalty: 3574.629883
	Iteration 55Q: 3 clusters Score -7580118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -7580112.500000 Penalty: 3574.629883
	Iteration 56Q: 3 clusters Score -7580112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -7580120.500000 Penalty: 3574.629883
	Iteration 57Q: 3 clusters Score -7580120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -7580129.000000 Penalty: 3574.629883
	Iteration 58Q: 3 clusters Score -7580129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -7580129.500000 Penalty: 3574.629883
	Iteration 59Q: 3 clusters Score -7580130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -7580136.000000 Penalty: 3574.629883
	Iteration 60F: 3 clusters Score -7580136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -7580138.000000 Penalty: 3574.629883
	Iteration 61Q: 3 clusters Score -7580138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -7580147.500000 Penalty: 3574.629883
	Iteration 62Q: 3 clusters Score -7580148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -7580145.500000 Penalty: 3574.629883
	Iteration 63Q: 3 clusters Score -7580146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -7580151.500000 Penalty: 3574.629883
	Iteration 64Q: 3 clusters Score -7580152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -7580152.000000 Penalty: 3574.629883
	Iteration 65Q: 3 clusters Score -7580152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -7580149.000000 Penalty: 3574.629883
	Iteration 66Q: 3 clusters Score -7580149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -7580142.500000 Penalty: 3574.629883
	Iteration 67Q: 3 clusters Score -7580142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -7580149.000000 Penalty: 3574.629883
	Iteration 68Q: 3 clusters Score -7580149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -7580147.500000 Penalty: 3574.629883
	Iteration 69Q: 3 clusters Score -7580148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -7580152.000000 Penalty: 3574.629883
	Iteration 70Q: 3 clusters Score -7580152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -7580149.500000 Penalty: 3574.629883
	Iteration 71Q: 3 clusters Score -7580150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -7580147.500000 Penalty: 3574.629883
	Iteration 72Q: 3 clusters Score -7580148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -7580147.000000 Penalty: 3574.629883
	Iteration 73Q: 3 clusters Score -7580147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -7580144.000000 Penalty: 3574.629883
	Iteration 74Q: 3 clusters Score -7580144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -7580141.500000 Penalty: 3574.629883
	Iteration 75Q: 3 clusters Score -7580142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -7580136.500000 Penalty: 3574.629883
	Iteration 76Q: 3 clusters Score -7580136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -7580140.000000 Penalty: 3574.629883
	Iteration 77Q: 3 clusters Score -7580140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -7580138.500000 Penalty: 3574.629883
	Iteration 78Q: 3 clusters Score -7580138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -7580142.500000 Penalty: 3574.629883
	Iteration 79Q: 3 clusters Score -7580142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -7580140.500000 Penalty: 3574.629883
	Iteration 80F: 3 clusters Score -7580140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 15432 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 67920 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 9 contains 100296 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 18158 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 15954 members 
Mstep: Class 15 contains 77361 members 
Mstep: Class 18 contains 83400 members 
Mstep: Class 21 contains 44374 members 
Mstep: Class 24 contains 717 members 
Entering Unmasked Estep 
Score: -65715904.000000 Penalty: 32109.041016
Splitting cluster 21 changes total score from -65713476.000000 to -65715904.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 24 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -73841.289062 Penalty: 1068.449829
	Iteration 0F: 2 clusters Score -73841.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72856.710938 Penalty: 2136.899658
	Iteration 0F: 3 clusters Score -72856.71 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -73578.062500 Penalty: 2136.899658
	Iteration 1F: 3 clusters Score -73578.06 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74349.171875 Penalty: 2136.899658
	Iteration 2F: 3 clusters Score -74349.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -75089.625000 Penalty: 2136.899658
	Iteration 3F: 3 clusters Score -75089.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75478.023438 Penalty: 2136.899658
	Iteration 4Q: 3 clusters Score -75478.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -75694.437500 Penalty: 2136.899658
	Iteration 5Q: 3 clusters Score -75694.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -75730.945312 Penalty: 2136.899658
	Iteration 6Q: 3 clusters Score -75730.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -75753.226562 Penalty: 2136.899658
	Iteration 7Q: 3 clusters Score -75753.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75755.937500 Penalty: 2136.899658
	Iteration 8Q: 3 clusters Score -75755.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -75757.312500 Penalty: 2136.899658
	Iteration 9Q: 3 clusters Score -75757.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -75757.312500 Penalty: 2136.899658
	Iteration 10F: 3 clusters Score -75757.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 15432 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 67920 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 9 contains 100296 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 18158 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 15954 members 
Mstep: Class 15 contains 77361 members 
Mstep: Class 18 contains 83400 members 
Mstep: Class 21 contains 44374 members 
Mstep: Class 24 contains 146 members 
Entering Unmasked Estep 
Score: -65716764.000000 Penalty: 34249.644531
Splitting cluster 24 changes total score from -65713476.000000 to -65716764.000000
So it's getting split into cluster 5.
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 67920 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 9 contains 100296 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 18158 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 15954 members 
Mstep: Class 15 contains 77361 members 
Mstep: Class 18 contains 83400 members 
Mstep: Class 21 contains 44374 members 
Mstep: Class 24 contains 146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65720928.000000 Penalty: 34249.644531
Iteration 39Q: 17 clusters Score -6.572093e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 14948 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 69222 members 
Mstep: Class 5 contains 569 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 13244 members 
Mstep: Class 9 contains 100456 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 17337 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 15955 members 
Mstep: Class 15 contains 77580 members 
Mstep: Class 18 contains 83044 members 
Mstep: Class 21 contains 44968 members 
Mstep: Class 24 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2109.577148 but Gain 2140.603516
Score: -65727932.000000 Penalty: 32109.041016
Iteration 40F: 16 clusters Score -6.572793e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 14787 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 70022 members 
Mstep: Class 5 contains 745 members 
Mstep: Class 6 contains 2720 members 
Mstep: Class 7 contains 13064 members 
Mstep: Class 9 contains 99975 members 
Mstep: Class 11 contains 15419 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 16265 members 
Mstep: Class 15 contains 77808 members 
Mstep: Class 18 contains 83488 members 
Mstep: Class 21 contains 44500 members 
Mstep: Class 24 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65732036.000000 Penalty: 32109.041016
Iteration 41Q: 16 clusters Score -6.573204e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 7715 members 
Mstep: Class 4 contains 70785 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 6 contains 2600 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 9 contains 99736 members 
Mstep: Class 11 contains 13848 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 16277 members 
Mstep: Class 15 contains 77579 members 
Mstep: Class 18 contains 83514 members 
Mstep: Class 21 contains 44206 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65733012.000000 Penalty: 32109.041016
Iteration 42Q: 16 clusters Score -6.573301e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 14271 members 
Mstep: Class 3 contains 8412 members 
Mstep: Class 4 contains 71404 members 
Mstep: Class 5 contains 873 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 9 contains 99484 members 
Mstep: Class 11 contains 12593 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 16281 members 
Mstep: Class 15 contains 77536 members 
Mstep: Class 18 contains 83390 members 
Mstep: Class 21 contains 43936 members 
Mstep: Class 24 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65733860.000000 Penalty: 32109.041016
Iteration 43Q: 16 clusters Score -6.573386e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 9128 members 
Mstep: Class 4 contains 72042 members 
Mstep: Class 5 contains 896 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 12260 members 
Mstep: Class 9 contains 99239 members 
Mstep: Class 11 contains 11580 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 16262 members 
Mstep: Class 15 contains 77543 members 
Mstep: Class 18 contains 83181 members 
Mstep: Class 21 contains 43750 members 
Mstep: Class 24 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65734360.000000 Penalty: 32109.041016
Iteration 44Q: 16 clusters Score -6.573436e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 9930 members 
Mstep: Class 4 contains 72731 members 
Mstep: Class 5 contains 916 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 12078 members 
Mstep: Class 9 contains 98942 members 
Mstep: Class 11 contains 10710 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 16233 members 
Mstep: Class 15 contains 77534 members 
Mstep: Class 18 contains 82895 members 
Mstep: Class 21 contains 43570 members 
Mstep: Class 24 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65735524.000000 Penalty: 32109.041016
Iteration 45Q: 16 clusters Score -6.573552e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 13607 members 
Mstep: Class 3 contains 10827 members 
Mstep: Class 4 contains 73473 members 
Mstep: Class 5 contains 924 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 11900 members 
Mstep: Class 9 contains 98616 members 
Mstep: Class 11 contains 9982 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 16223 members 
Mstep: Class 15 contains 77450 members 
Mstep: Class 18 contains 82528 members 
Mstep: Class 21 contains 43391 members 
Mstep: Class 24 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65736536.000000 Penalty: 32109.041016
Iteration 46Q: 16 clusters Score -6.573654e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 13440 members 
Mstep: Class 3 contains 11761 members 
Mstep: Class 4 contains 74182 members 
Mstep: Class 5 contains 929 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 11705 members 
Mstep: Class 9 contains 98335 members 
Mstep: Class 11 contains 9331 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 16213 members 
Mstep: Class 15 contains 77380 members 
Mstep: Class 18 contains 82110 members 
Mstep: Class 21 contains 43226 members 
Mstep: Class 24 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65737620.000000 Penalty: 32109.041016
Iteration 47Q: 16 clusters Score -6.573762e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 13291 members 
Mstep: Class 3 contains 12672 members 
Mstep: Class 4 contains 74912 members 
Mstep: Class 5 contains 934 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 9 contains 98063 members 
Mstep: Class 11 contains 8763 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 16194 members 
Mstep: Class 15 contains 77288 members 
Mstep: Class 18 contains 81716 members 
Mstep: Class 21 contains 43059 members 
Mstep: Class 24 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65738476.000000 Penalty: 32109.041016
Iteration 48Q: 16 clusters Score -6.573848e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 13162 members 
Mstep: Class 3 contains 13582 members 
Mstep: Class 4 contains 75566 members 
Mstep: Class 5 contains 938 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 11377 members 
Mstep: Class 9 contains 97730 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 16102 members 
Mstep: Class 15 contains 77284 members 
Mstep: Class 18 contains 81303 members 
Mstep: Class 21 contains 42902 members 
Mstep: Class 24 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65739168.000000 Penalty: 32109.041016
Iteration 49Q: 16 clusters Score -6.573917e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 13052 members 
Mstep: Class 3 contains 14425 members 
Mstep: Class 4 contains 76180 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 11209 members 
Mstep: Class 9 contains 97345 members 
Mstep: Class 11 contains 7860 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 16010 members 
Mstep: Class 15 contains 77386 members 
Mstep: Class 18 contains 80921 members 
Mstep: Class 21 contains 42749 members 
Mstep: Class 24 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65739828.000000 Penalty: 32109.041016
Iteration 50Q: 16 clusters Score -6.573983e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 15191 members 
Mstep: Class 4 contains 76687 members 
Mstep: Class 5 contains 944 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 9 contains 97001 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 15954 members 
Mstep: Class 15 contains 77490 members 
Mstep: Class 18 contains 80542 members 
Mstep: Class 21 contains 42632 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65740608.000000 Penalty: 32109.041016
Iteration 51Q: 16 clusters Score -6.574061e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 12850 members 
Mstep: Class 3 contains 15924 members 
Mstep: Class 4 contains 77115 members 
Mstep: Class 5 contains 947 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 10870 members 
Mstep: Class 9 contains 96707 members 
Mstep: Class 11 contains 7213 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 15894 members 
Mstep: Class 15 contains 77617 members 
Mstep: Class 18 contains 80253 members 
Mstep: Class 21 contains 42478 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65741352.000000 Penalty: 32109.041016
Iteration 52Q: 16 clusters Score -6.574135e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 12741 members 
Mstep: Class 3 contains 16601 members 
Mstep: Class 4 contains 77497 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 9 contains 96424 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 15 contains 77797 members 
Mstep: Class 18 contains 80001 members 
Mstep: Class 21 contains 42328 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65741616.000000 Penalty: 32109.041016
Iteration 53Q: 16 clusters Score -6.574162e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 12646 members 
Mstep: Class 3 contains 17262 members 
Mstep: Class 4 contains 77853 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 9 contains 96167 members 
Mstep: Class 11 contains 6763 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 13 contains 15752 members 
Mstep: Class 15 contains 77941 members 
Mstep: Class 18 contains 79746 members 
Mstep: Class 21 contains 42151 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65741964.000000 Penalty: 32109.041016
Iteration 54Q: 16 clusters Score -6.574196e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83307 members 
Mstep: Class 2 contains 12552 members 
Mstep: Class 3 contains 17879 members 
Mstep: Class 4 contains 78142 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 10347 members 
Mstep: Class 9 contains 95922 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 15650 members 
Mstep: Class 15 contains 78071 members 
Mstep: Class 18 contains 79513 members 
Mstep: Class 21 contains 42003 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65742564.000000 Penalty: 32109.041016
Iteration 55Q: 16 clusters Score -6.574256e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 12444 members 
Mstep: Class 3 contains 18516 members 
Mstep: Class 4 contains 78316 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 10197 members 
Mstep: Class 9 contains 95758 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 15551 members 
Mstep: Class 15 contains 78256 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 21 contains 41848 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743276.000000 Penalty: 32109.041016
Iteration 56Q: 16 clusters Score -6.574328e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 12347 members 
Mstep: Class 3 contains 19148 members 
Mstep: Class 4 contains 78442 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 10054 members 
Mstep: Class 9 contains 95603 members 
Mstep: Class 11 contains 6475 members 
Mstep: Class 12 contains 2636 members 
Mstep: Class 13 contains 15425 members 
Mstep: Class 15 contains 78422 members 
Mstep: Class 18 contains 78983 members 
Mstep: Class 21 contains 41690 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65743816.000000 Penalty: 32109.041016
Iteration 57Q: 16 clusters Score -6.574382e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 12271 members 
Mstep: Class 3 contains 19769 members 
Mstep: Class 4 contains 78462 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 9914 members 
Mstep: Class 9 contains 95470 members 
Mstep: Class 11 contains 6490 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 15274 members 
Mstep: Class 15 contains 78599 members 
Mstep: Class 18 contains 78667 members 
Mstep: Class 21 contains 41544 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744336.000000 Penalty: 32109.041016
Iteration 58Q: 16 clusters Score -6.574434e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 12183 members 
Mstep: Class 3 contains 20355 members 
Mstep: Class 4 contains 78447 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 9 contains 95316 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 15088 members 
Mstep: Class 15 contains 78848 members 
Mstep: Class 18 contains 78382 members 
Mstep: Class 21 contains 41385 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65744896.000000 Penalty: 32109.041016
Iteration 59Q: 16 clusters Score -6.57449e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 4 contains 78434 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 9644 members 
Mstep: Class 9 contains 95190 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 15 contains 79050 members 
Mstep: Class 18 contains 78122 members 
Mstep: Class 21 contains 41246 members 
Mstep: Class 24 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65746504.000000 Penalty: 32109.041016
Iteration 60F: 16 clusters Score -6.57465e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 12067 members 
Mstep: Class 3 contains 22529 members 
Mstep: Class 4 contains 78194 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 9474 members 
Mstep: Class 9 contains 95031 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 14807 members 
Mstep: Class 15 contains 79174 members 
Mstep: Class 18 contains 77050 members 
Mstep: Class 21 contains 41081 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65747680.000000 Penalty: 32109.041016
Iteration 61Q: 16 clusters Score -6.574768e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 12014 members 
Mstep: Class 3 contains 24267 members 
Mstep: Class 4 contains 77951 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 9291 members 
Mstep: Class 9 contains 94859 members 
Mstep: Class 11 contains 6708 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 15 contains 79281 members 
Mstep: Class 18 contains 75857 members 
Mstep: Class 21 contains 40920 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65749292.000000 Penalty: 32109.041016
Iteration 62Q: 16 clusters Score -6.574929e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 11954 members 
Mstep: Class 3 contains 26073 members 
Mstep: Class 4 contains 77702 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9100 members 
Mstep: Class 9 contains 94698 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 3030 members 
Mstep: Class 13 contains 14691 members 
Mstep: Class 15 contains 79301 members 
Mstep: Class 18 contains 74573 members 
Mstep: Class 21 contains 40790 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65750592.000000 Penalty: 32109.041016
Iteration 63Q: 16 clusters Score -6.575059e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 11897 members 
Mstep: Class 3 contains 27987 members 
Mstep: Class 4 contains 77455 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 8917 members 
Mstep: Class 9 contains 94586 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 14677 members 
Mstep: Class 15 contains 79294 members 
Mstep: Class 18 contains 73178 members 
Mstep: Class 21 contains 40623 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65751716.000000 Penalty: 32109.041016
Iteration 64Q: 16 clusters Score -6.575172e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 29996 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 8745 members 
Mstep: Class 9 contains 94453 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 3290 members 
Mstep: Class 13 contains 14693 members 
Mstep: Class 15 contains 79257 members 
Mstep: Class 18 contains 71706 members 
Mstep: Class 21 contains 40460 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65752628.000000 Penalty: 32109.041016
Iteration 65Q: 16 clusters Score -6.575263e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 31933 members 
Mstep: Class 4 contains 76802 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 2443 members 
Mstep: Class 7 contains 8571 members 
Mstep: Class 9 contains 94292 members 
Mstep: Class 11 contains 7017 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 15 contains 79214 members 
Mstep: Class 18 contains 70376 members 
Mstep: Class 21 contains 40279 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65753912.000000 Penalty: 32109.041016
Iteration 66Q: 16 clusters Score -6.575391e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 11787 members 
Mstep: Class 3 contains 33864 members 
Mstep: Class 4 contains 76418 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 8408 members 
Mstep: Class 9 contains 94156 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 3584 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 15 contains 79161 members 
Mstep: Class 18 contains 69061 members 
Mstep: Class 21 contains 40087 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65755396.000000 Penalty: 32109.041016
Iteration 67Q: 16 clusters Score -6.57554e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 11750 members 
Mstep: Class 3 contains 35615 members 
Mstep: Class 4 contains 76039 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 8258 members 
Mstep: Class 9 contains 93976 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 15 contains 79086 members 
Mstep: Class 18 contains 67971 members 
Mstep: Class 21 contains 39880 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65756608.000000 Penalty: 32109.041016
Iteration 68Q: 16 clusters Score -6.575661e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 37211 members 
Mstep: Class 4 contains 75625 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 8102 members 
Mstep: Class 9 contains 93766 members 
Mstep: Class 11 contains 7304 members 
Mstep: Class 12 contains 3876 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 15 contains 79016 members 
Mstep: Class 18 contains 67096 members 
Mstep: Class 21 contains 39645 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65757876.000000 Penalty: 32109.041016
Iteration 69Q: 16 clusters Score -6.575788e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 38575 members 
Mstep: Class 4 contains 75206 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 7969 members 
Mstep: Class 9 contains 93519 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 4017 members 
Mstep: Class 13 contains 14687 members 
Mstep: Class 15 contains 78980 members 
Mstep: Class 18 contains 66471 members 
Mstep: Class 21 contains 39413 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65758636.000000 Penalty: 32109.041016
Iteration 70Q: 16 clusters Score -6.575864e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 39883 members 
Mstep: Class 4 contains 74749 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 2967 members 
Mstep: Class 7 contains 7822 members 
Mstep: Class 9 contains 93330 members 
Mstep: Class 11 contains 7513 members 
Mstep: Class 12 contains 4165 members 
Mstep: Class 13 contains 14708 members 
Mstep: Class 15 contains 78967 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 21 contains 39144 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65759308.000000 Penalty: 32109.041016
Iteration 71Q: 16 clusters Score -6.575931e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 11620 members 
Mstep: Class 3 contains 41134 members 
Mstep: Class 4 contains 74311 members 
Mstep: Class 5 contains 963 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 7681 members 
Mstep: Class 9 contains 93170 members 
Mstep: Class 11 contains 7601 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 14733 members 
Mstep: Class 15 contains 78965 members 
Mstep: Class 18 contains 65226 members 
Mstep: Class 21 contains 38888 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65759904.000000 Penalty: 32109.041016
Iteration 72Q: 16 clusters Score -6.57599e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84127 members 
Mstep: Class 2 contains 11601 members 
Mstep: Class 3 contains 42363 members 
Mstep: Class 4 contains 73941 members 
Mstep: Class 5 contains 964 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 7546 members 
Mstep: Class 9 contains 92999 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 14756 members 
Mstep: Class 15 contains 78922 members 
Mstep: Class 18 contains 64512 members 
Mstep: Class 21 contains 38667 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65760608.000000 Penalty: 32109.041016
Iteration 73Q: 16 clusters Score -6.576061e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 11583 members 
Mstep: Class 3 contains 43474 members 
Mstep: Class 4 contains 73572 members 
Mstep: Class 5 contains 964 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 7411 members 
Mstep: Class 9 contains 92886 members 
Mstep: Class 11 contains 7764 members 
Mstep: Class 12 contains 4573 members 
Mstep: Class 13 contains 14807 members 
Mstep: Class 15 contains 78865 members 
Mstep: Class 18 contains 63823 members 
Mstep: Class 21 contains 38470 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65761308.000000 Penalty: 32109.041016
Iteration 74Q: 16 clusters Score -6.576131e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 11584 members 
Mstep: Class 3 contains 44498 members 
Mstep: Class 4 contains 73160 members 
Mstep: Class 5 contains 967 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 9 contains 92825 members 
Mstep: Class 11 contains 7896 members 
Mstep: Class 12 contains 4697 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 15 contains 78806 members 
Mstep: Class 18 contains 63190 members 
Mstep: Class 21 contains 38277 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65761988.000000 Penalty: 32109.041016
Iteration 75Q: 16 clusters Score -6.576199e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 11575 members 
Mstep: Class 3 contains 45348 members 
Mstep: Class 4 contains 72745 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 3605 members 
Mstep: Class 7 contains 7171 members 
Mstep: Class 9 contains 92771 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 14950 members 
Mstep: Class 15 contains 78787 members 
Mstep: Class 18 contains 62661 members 
Mstep: Class 21 contains 38079 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65762432.000000 Penalty: 32109.041016
Iteration 76Q: 16 clusters Score -6.576243e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 11569 members 
Mstep: Class 3 contains 46067 members 
Mstep: Class 4 contains 72331 members 
Mstep: Class 5 contains 974 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 7073 members 
Mstep: Class 9 contains 92717 members 
Mstep: Class 11 contains 8146 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 15041 members 
Mstep: Class 15 contains 78786 members 
Mstep: Class 18 contains 62204 members 
Mstep: Class 21 contains 37902 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65762800.000000 Penalty: 32109.041016
Iteration 77Q: 16 clusters Score -6.57628e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 11566 members 
Mstep: Class 3 contains 46707 members 
Mstep: Class 4 contains 71936 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 6996 members 
Mstep: Class 9 contains 92664 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 5052 members 
Mstep: Class 13 contains 15134 members 
Mstep: Class 15 contains 78825 members 
Mstep: Class 18 contains 61772 members 
Mstep: Class 21 contains 37748 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65763148.000000 Penalty: 32109.041016
Iteration 78Q: 16 clusters Score -6.576315e+07 nChanged 2056
Entering ConstructFrom: 
Score: -65763148.000000 Penalty: 32109.041016
Entering ConstructFrom: 
Trying to split cluster 1 (84446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Entering Unmasked Estep 
Score: -10807267.000000 Penalty: 1843.378418
	Iteration 0F: 2 clusters Score -1.080727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -10757525.000000 Penalty: 3686.756836
	Iteration 0F: 3 clusters Score -1.075752e+07 nChanged 40391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -10780938.000000 Penalty: 3686.756836
	Iteration 1F: 3 clusters Score -1.078094e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -10781438.000000 Penalty: 3686.756836
	Iteration 2Q: 3 clusters Score -1.078144e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -10782012.000000 Penalty: 3686.756836
	Iteration 3Q: 3 clusters Score -1.078201e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -10782617.000000 Penalty: 3686.756836
	Iteration 4Q: 3 clusters Score -1.078262e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -10783490.000000 Penalty: 3686.756836
	Iteration 5Q: 3 clusters Score -1.078349e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -10784737.000000 Penalty: 3686.756836
	Iteration 6Q: 3 clusters Score -1.078474e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -10786947.000000 Penalty: 3686.756836
	Iteration 7F: 3 clusters Score -1.078695e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -10790077.000000 Penalty: 3686.756836
	Iteration 8F: 3 clusters Score -1.079008e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -10793590.000000 Penalty: 3686.756836
	Iteration 9F: 3 clusters Score -1.079359e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -10796898.000000 Penalty: 3686.756836
	Iteration 10F: 3 clusters Score -1.07969e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -10799313.000000 Penalty: 3686.756836
	Iteration 11Q: 3 clusters Score -1.079931e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -10801152.000000 Penalty: 3686.756836
	Iteration 12Q: 3 clusters Score -1.080115e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -10802289.000000 Penalty: 3686.756836
	Iteration 13Q: 3 clusters Score -1.080229e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -10802884.000000 Penalty: 3686.756836
	Iteration 14Q: 3 clusters Score -1.080288e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -10803250.000000 Penalty: 3686.756836
	Iteration 15Q: 3 clusters Score -1.080325e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -10803552.000000 Penalty: 3686.756836
	Iteration 16Q: 3 clusters Score -1.080355e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -10803867.000000 Penalty: 3686.756836
	Iteration 17Q: 3 clusters Score -1.080387e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -10804210.000000 Penalty: 3686.756836
	Iteration 18Q: 3 clusters Score -1.080421e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 74375 members 
Entering Unmasked Estep 
Score: -10804447.000000 Penalty: 3686.756836
	Iteration 19Q: 3 clusters Score -1.080445e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -10804725.000000 Penalty: 3686.756836
	Iteration 20F: 3 clusters Score -1.080472e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -10804873.000000 Penalty: 3686.756836
	Iteration 21Q: 3 clusters Score -1.080487e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -10805055.000000 Penalty: 3686.756836
	Iteration 22Q: 3 clusters Score -1.080506e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -10805201.000000 Penalty: 3686.756836
	Iteration 23Q: 3 clusters Score -1.08052e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -10805279.000000 Penalty: 3686.756836
	Iteration 24Q: 3 clusters Score -1.080528e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -10805419.000000 Penalty: 3686.756836
	Iteration 25Q: 3 clusters Score -1.080542e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -10805603.000000 Penalty: 3686.756836
	Iteration 26Q: 3 clusters Score -1.08056e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -10805735.000000 Penalty: 3686.756836
	Iteration 27Q: 3 clusters Score -1.080574e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 81167 members 
Entering Unmasked Estep 
Score: -10805866.000000 Penalty: 3686.756836
	Iteration 28Q: 3 clusters Score -1.080587e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -10805901.000000 Penalty: 3686.756836
	Iteration 29Q: 3 clusters Score -1.08059e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -10805961.000000 Penalty: 3686.756836
	Iteration 30Q: 3 clusters Score -1.080596e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -10805976.000000 Penalty: 3686.756836
	Iteration 31Q: 3 clusters Score -1.080598e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -10805974.000000 Penalty: 3686.756836
	Iteration 32Q: 3 clusters Score -1.080597e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -10805968.000000 Penalty: 3686.756836
	Iteration 33Q: 3 clusters Score -1.080597e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 83219 members 
Entering Unmasked Estep 
Score: -10805956.000000 Penalty: 3686.756836
	Iteration 34Q: 3 clusters Score -1.080596e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -10805954.000000 Penalty: 3686.756836
	Iteration 35Q: 3 clusters Score -1.080595e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -10805970.000000 Penalty: 3686.756836
	Iteration 36Q: 3 clusters Score -1.080597e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -10805959.000000 Penalty: 3686.756836
	Iteration 37Q: 3 clusters Score -1.080596e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -10805955.000000 Penalty: 3686.756836
	Iteration 38Q: 3 clusters Score -1.080596e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -10805983.000000 Penalty: 3686.756836
	Iteration 39Q: 3 clusters Score -1.080598e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -10805969.000000 Penalty: 3686.756836
	Iteration 40F: 3 clusters Score -1.080597e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -10805968.000000 Penalty: 3686.756836
	Iteration 41Q: 3 clusters Score -1.080597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -10805983.000000 Penalty: 3686.756836
	Iteration 42Q: 3 clusters Score -1.080598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
Score: -10805959.000000 Penalty: 3686.756836
	Iteration 43Q: 3 clusters Score -1.080596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -10805967.000000 Penalty: 3686.756836
	Iteration 44Q: 3 clusters Score -1.080597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -10805970.000000 Penalty: 3686.756836
	Iteration 45Q: 3 clusters Score -1.080597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -10805983.000000 Penalty: 3686.756836
	Iteration 46Q: 3 clusters Score -1.080598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -10805980.000000 Penalty: 3686.756836
	Iteration 47Q: 3 clusters Score -1.080598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -10805993.000000 Penalty: 3686.756836
	Iteration 48Q: 3 clusters Score -1.080599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -10805989.000000 Penalty: 3686.756836
	Iteration 49Q: 3 clusters Score -1.080599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -10805980.000000 Penalty: 3686.756836
	Iteration 50Q: 3 clusters Score -1.080598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -10805986.000000 Penalty: 3686.756836
	Iteration 51Q: 3 clusters Score -1.080599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 83837 members 
Entering Unmasked Estep 
Score: -10805995.000000 Penalty: 3686.756836
	Iteration 52Q: 3 clusters Score -1.0806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -10805995.000000 Penalty: 3686.756836
	Iteration 53Q: 3 clusters Score -1.0806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -10805991.000000 Penalty: 3686.756836
	Iteration 54Q: 3 clusters Score -1.080599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 83850 members 
Entering Unmasked Estep 
Score: -10805985.000000 Penalty: 3686.756836
	Iteration 55Q: 3 clusters Score -1.080598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -10805991.000000 Penalty: 3686.756836
	Iteration 56Q: 3 clusters Score -1.080599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -10805990.000000 Penalty: 3686.756836
	Iteration 57Q: 3 clusters Score -1.080599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -10805990.000000 Penalty: 3686.756836
	Iteration 58F: 3 clusters Score -1.080599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Entering Unmasked Estep 
Score: -1491069.375000 Penalty: 1520.265381
	Iteration 0F: 2 clusters Score -1491069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1482980.500000 Penalty: 3040.530762
	Iteration 0F: 3 clusters Score -1482980 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1485661.125000 Penalty: 3040.530762
	Iteration 1F: 3 clusters Score -1485661 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1485905.875000 Penalty: 3040.530762
	Iteration 2F: 3 clusters Score -1485906 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1486112.625000 Penalty: 3040.530762
	Iteration 3Q: 3 clusters Score -1486113 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1486329.125000 Penalty: 3040.530762
	Iteration 4Q: 3 clusters Score -1486329 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1486585.750000 Penalty: 3040.530762
	Iteration 5Q: 3 clusters Score -1486586 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1486854.500000 Penalty: 3040.530762
	Iteration 6Q: 3 clusters Score -1486854 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1487187.625000 Penalty: 3040.530762
	Iteration 7Q: 3 clusters Score -1487188 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1487565.500000 Penalty: 3040.530762
	Iteration 8Q: 3 clusters Score -1487566 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1487958.875000 Penalty: 3040.530762
	Iteration 9Q: 3 clusters Score -1487959 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1488327.250000 Penalty: 3040.530762
	Iteration 10Q: 3 clusters Score -1488327 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1488632.875000 Penalty: 3040.530762
	Iteration 11Q: 3 clusters Score -1488633 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1488904.250000 Penalty: 3040.530762
	Iteration 12Q: 3 clusters Score -1488904 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1489114.875000 Penalty: 3040.530762
	Iteration 13Q: 3 clusters Score -1489115 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1489258.000000 Penalty: 3040.530762
	Iteration 14Q: 3 clusters Score -1489258 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1489349.875000 Penalty: 3040.530762
	Iteration 15Q: 3 clusters Score -1489350 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1489428.875000 Penalty: 3040.530762
	Iteration 16Q: 3 clusters Score -1489429 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1489474.000000 Penalty: 3040.530762
	Iteration 17Q: 3 clusters Score -1489474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1489511.125000 Penalty: 3040.530762
	Iteration 18Q: 3 clusters Score -1489511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1489539.875000 Penalty: 3040.530762
	Iteration 19Q: 3 clusters Score -1489540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1489559.250000 Penalty: 3040.530762
	Iteration 20F: 3 clusters Score -1489559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1489574.125000 Penalty: 3040.530762
	Iteration 21Q: 3 clusters Score -1489574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1489587.375000 Penalty: 3040.530762
	Iteration 22Q: 3 clusters Score -1489587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1489597.125000 Penalty: 3040.530762
	Iteration 23Q: 3 clusters Score -1489597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1489614.250000 Penalty: 3040.530762
	Iteration 24Q: 3 clusters Score -1489614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1489622.500000 Penalty: 3040.530762
	Iteration 25Q: 3 clusters Score -1489622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1489634.750000 Penalty: 3040.530762
	Iteration 26Q: 3 clusters Score -1489635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1489640.375000 Penalty: 3040.530762
	Iteration 27Q: 3 clusters Score -1489640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1489648.375000 Penalty: 3040.530762
	Iteration 28Q: 3 clusters Score -1489648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1489660.250000 Penalty: 3040.530762
	Iteration 29Q: 3 clusters Score -1489660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1489659.750000 Penalty: 3040.530762
	Iteration 30Q: 3 clusters Score -1489660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1489660.000000 Penalty: 3040.530762
	Iteration 31Q: 3 clusters Score -1489660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1489665.250000 Penalty: 3040.530762
	Iteration 32Q: 3 clusters Score -1489665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1489665.375000 Penalty: 3040.530762
	Iteration 33Q: 3 clusters Score -1489665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1489672.875000 Penalty: 3040.530762
	Iteration 34Q: 3 clusters Score -1489673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1489676.500000 Penalty: 3040.530762
	Iteration 35Q: 3 clusters Score -1489676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1489677.750000 Penalty: 3040.530762
	Iteration 36Q: 3 clusters Score -1489678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1489682.500000 Penalty: 3040.530762
	Iteration 37Q: 3 clusters Score -1489682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1489684.000000 Penalty: 3040.530762
	Iteration 38Q: 3 clusters Score -1489684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1489685.375000 Penalty: 3040.530762
	Iteration 39Q: 3 clusters Score -1489685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1489688.250000 Penalty: 3040.530762
	Iteration 40F: 3 clusters Score -1489688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1489686.875000 Penalty: 3040.530762
	Iteration 41Q: 3 clusters Score -1489687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1489691.875000 Penalty: 3040.530762
	Iteration 42Q: 3 clusters Score -1489692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1489695.250000 Penalty: 3040.530762
	Iteration 43Q: 3 clusters Score -1489695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1489696.375000 Penalty: 3040.530762
	Iteration 44Q: 3 clusters Score -1489696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1489696.125000 Penalty: 3040.530762
	Iteration 45Q: 3 clusters Score -1489696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1489697.375000 Penalty: 3040.530762
	Iteration 46Q: 3 clusters Score -1489697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1489698.625000 Penalty: 3040.530762
	Iteration 47Q: 3 clusters Score -1489699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1489699.000000 Penalty: 3040.530762
	Iteration 48Q: 3 clusters Score -1489699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1489698.875000 Penalty: 3040.530762
	Iteration 49Q: 3 clusters Score -1489699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1489700.500000 Penalty: 3040.530762
	Iteration 50Q: 3 clusters Score -1489700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1489700.250000 Penalty: 3040.530762
	Iteration 51Q: 3 clusters Score -1489700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1489701.500000 Penalty: 3040.530762
	Iteration 52Q: 3 clusters Score -1489702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1489700.750000 Penalty: 3040.530762
	Iteration 53Q: 3 clusters Score -1489701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1489700.750000 Penalty: 3040.530762
	Iteration 54F: 3 clusters Score -1489701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Entering Unmasked Estep 
Score: -6077066.500000 Penalty: 1749.103760
	Iteration 0F: 2 clusters Score -6077066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -6045577.500000 Penalty: 3498.207520
	Iteration 0F: 3 clusters Score -6045578 nChanged 22109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -6058054.000000 Penalty: 3498.207520
	Iteration 1F: 3 clusters Score -6058054 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -6058484.000000 Penalty: 3498.207520
	Iteration 2Q: 3 clusters Score -6058484 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -6058895.500000 Penalty: 3498.207520
	Iteration 3Q: 3 clusters Score -6058896 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -6059384.000000 Penalty: 3498.207520
	Iteration 4Q: 3 clusters Score -6059384 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6059999.000000 Penalty: 3498.207520
	Iteration 5Q: 3 clusters Score -6059999 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -6060881.500000 Penalty: 3498.207520
	Iteration 6Q: 3 clusters Score -6060882 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -6062274.500000 Penalty: 3498.207520
	Iteration 7Q: 3 clusters Score -6062274 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -6064286.000000 Penalty: 3498.207520
	Iteration 8F: 3 clusters Score -6064286 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -6066603.500000 Penalty: 3498.207520
	Iteration 9F: 3 clusters Score -6066604 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -6068183.500000 Penalty: 3498.207520
	Iteration 10F: 3 clusters Score -6068184 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -6068879.500000 Penalty: 3498.207520
	Iteration 11Q: 3 clusters Score -6068880 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -6069152.000000 Penalty: 3498.207520
	Iteration 12Q: 3 clusters Score -6069152 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6069978 nChanged 551
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Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6070794 nChanged 636
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Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6071415 nChanged 630
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Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6071593 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6071756 nChanged 633
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Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6071951 nChanged 684
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Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6072198 nChanged 645
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Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6073216 nChanged 445
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Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6073466 nChanged 466
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Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40890 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41658 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43202 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43444 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43901 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44100 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6074882 nChanged 187
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Mstep: Class 1 contains 44287 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6075016 nChanged 122
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Mstep: Class 1 contains 44709 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6075042 nChanged 93
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Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6075084 nChanged 98
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Mstep: Class 1 contains 44988 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6075108 nChanged 102
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Mstep: Class 1 contains 45086 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6075148 nChanged 101
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Mstep: Class 1 contains 45181 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6075161 nChanged 91
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6075186 nChanged 76
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6075214 nChanged 81
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Mstep: Class 1 contains 45415 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6075248 nChanged 73
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	Iteration 68Q: 3 clusters Score -6075265 nChanged 57
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Mstep: Class 1 contains 45543 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6075280 nChanged 60
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Mstep: Class 1 contains 45603 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6075302 nChanged 64
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Mstep: Class 1 contains 45663 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6075317 nChanged 64
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Mstep: Class 1 contains 45725 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6075337 nChanged 65
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	Iteration 73Q: 3 clusters Score -6075365 nChanged 64
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6075382 nChanged 52
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6075381 nChanged 49
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Mstep: Class 1 contains 45951 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6075396 nChanged 55
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	Iteration 77Q: 3 clusters Score -6075416 nChanged 47
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Mstep: Class 1 contains 46051 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6075440 nChanged 43
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Mstep: Class 1 contains 46092 members 
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	Iteration 79Q: 3 clusters Score -6075449 nChanged 39
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Mstep: Class 1 contains 46129 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6075464 nChanged 31
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Mstep: Class 1 contains 46160 members 
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	Iteration 81Q: 3 clusters Score -6075464 nChanged 31
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	Iteration 82Q: 3 clusters Score -6075480 nChanged 32
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	Iteration 83Q: 3 clusters Score -6075487 nChanged 32
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	Iteration 84Q: 3 clusters Score -6075494 nChanged 22
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	Iteration 85Q: 3 clusters Score -6075506 nChanged 23
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	Iteration 86Q: 3 clusters Score -6075513 nChanged 17
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	Iteration 87Q: 3 clusters Score -6075512 nChanged 15
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	Iteration 88Q: 3 clusters Score -6075518 nChanged 8
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	Iteration 89Q: 3 clusters Score -6075526 nChanged 8
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	Iteration 90Q: 3 clusters Score -6075526 nChanged 6
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	Iteration 91Q: 3 clusters Score -6075532 nChanged 8
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	Iteration 92Q: 3 clusters Score -6075538 nChanged 10
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	Iteration 93Q: 3 clusters Score -6075542 nChanged 9
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	Iteration 94Q: 3 clusters Score -6075556 nChanged 13
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	Iteration 95Q: 3 clusters Score -6075558 nChanged 12
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	Iteration 96Q: 3 clusters Score -6075559 nChanged 12
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	Iteration 97Q: 3 clusters Score -6075564 nChanged 7
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6075572 nChanged 5
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	Iteration 99Q: 3 clusters Score -6075578 nChanged 5
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	Iteration 100F: 3 clusters Score -6075572 nChanged 5
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	Iteration 101Q: 3 clusters Score -6075574 nChanged 5
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	Iteration 102Q: 3 clusters Score -6075583 nChanged 3
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	Iteration 103Q: 3 clusters Score -6075586 nChanged 1
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	Iteration 104Q: 3 clusters Score -6075584 nChanged 2
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	Iteration 105Q: 3 clusters Score -6075584 nChanged 4
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6075581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6075578.000000 Penalty: 3498.207520
	Iteration 107Q: 3 clusters Score -6075578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6075580.000000 Penalty: 3498.207520
	Iteration 108Q: 3 clusters Score -6075580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6075578.500000 Penalty: 3498.207520
	Iteration 109Q: 3 clusters Score -6075578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6075578.500000 Penalty: 3498.207520
	Iteration 110F: 3 clusters Score -6075578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Entering Unmasked Estep 
Score: -9063535.000000 Penalty: 1816.504150
	Iteration 0F: 2 clusters Score -9063535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -9015816.000000 Penalty: 3633.008301
	Iteration 0F: 3 clusters Score -9015816 nChanged 34086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -9035326.000000 Penalty: 3633.008301
	Iteration 1F: 3 clusters Score -9035326 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -9036061.000000 Penalty: 3633.008301
	Iteration 2Q: 3 clusters Score -9036061 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -9036899.000000 Penalty: 3633.008301
	Iteration 3Q: 3 clusters Score -9036899 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -9037894.000000 Penalty: 3633.008301
	Iteration 4Q: 3 clusters Score -9037894 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -9039213.000000 Penalty: 3633.008301
	Iteration 5Q: 3 clusters Score -9039213 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -9041091.000000 Penalty: 3633.008301
	Iteration 6Q: 3 clusters Score -9041091 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -9043555.000000 Penalty: 3633.008301
	Iteration 7F: 3 clusters Score -9043555 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -9046539.000000 Penalty: 3633.008301
	Iteration 8F: 3 clusters Score -9046539 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -9049144.000000 Penalty: 3633.008301
	Iteration 9F: 3 clusters Score -9049144 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -9050786.000000 Penalty: 3633.008301
	Iteration 10Q: 3 clusters Score -9050786 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -9051518.000000 Penalty: 3633.008301
	Iteration 11Q: 3 clusters Score -9051518 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -9051847.000000 Penalty: 3633.008301
	Iteration 12Q: 3 clusters Score -9051847 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -9052120.000000 Penalty: 3633.008301
	Iteration 13Q: 3 clusters Score -9052120 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -9052359.000000 Penalty: 3633.008301
	Iteration 14Q: 3 clusters Score -9052359 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -9052613.000000 Penalty: 3633.008301
	Iteration 15Q: 3 clusters Score -9052613 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -9052850.000000 Penalty: 3633.008301
	Iteration 16Q: 3 clusters Score -9052850 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -9053094.000000 Penalty: 3633.008301
	Iteration 17Q: 3 clusters Score -9053094 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -9053325.000000 Penalty: 3633.008301
	Iteration 18Q: 3 clusters Score -9053325 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -9053535.000000 Penalty: 3633.008301
	Iteration 19Q: 3 clusters Score -9053535 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -9053850.000000 Penalty: 3633.008301
	Iteration 20F: 3 clusters Score -9053850 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -9054013.000000 Penalty: 3633.008301
	Iteration 21Q: 3 clusters Score -9054013 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -9054246.000000 Penalty: 3633.008301
	Iteration 22Q: 3 clusters Score -9054246 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -9054478.000000 Penalty: 3633.008301
	Iteration 23Q: 3 clusters Score -9054478 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -9054655.000000 Penalty: 3633.008301
	Iteration 24Q: 3 clusters Score -9054655 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -9054854.000000 Penalty: 3633.008301
	Iteration 25Q: 3 clusters Score -9054854 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -9055009.000000 Penalty: 3633.008301
	Iteration 26Q: 3 clusters Score -9055009 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -9055195.000000 Penalty: 3633.008301
	Iteration 27Q: 3 clusters Score -9055195 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -9055333.000000 Penalty: 3633.008301
	Iteration 28Q: 3 clusters Score -9055333 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -9055472.000000 Penalty: 3633.008301
	Iteration 29Q: 3 clusters Score -9055472 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -9055586.000000 Penalty: 3633.008301
	Iteration 30Q: 3 clusters Score -9055586 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -9055691.000000 Penalty: 3633.008301
	Iteration 31Q: 3 clusters Score -9055691 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -9055763.000000 Penalty: 3633.008301
	Iteration 32Q: 3 clusters Score -9055763 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -9055828.000000 Penalty: 3633.008301
	Iteration 33Q: 3 clusters Score -9055828 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -9055891.000000 Penalty: 3633.008301
	Iteration 34Q: 3 clusters Score -9055891 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -9055916.000000 Penalty: 3633.008301
	Iteration 35Q: 3 clusters Score -9055916 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -9055894.000000 Penalty: 3633.008301
	Iteration 36Q: 3 clusters Score -9055894 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -9055930.000000 Penalty: 3633.008301
	Iteration 37Q: 3 clusters Score -9055930 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -9055999.000000 Penalty: 3633.008301
	Iteration 38Q: 3 clusters Score -9055999 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -9055978.000000 Penalty: 3633.008301
	Iteration 39Q: 3 clusters Score -9055978 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -9055977.000000 Penalty: 3633.008301
	Iteration 40F: 3 clusters Score -9055977 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -9056000.000000 Penalty: 3633.008301
	Iteration 41Q: 3 clusters Score -9056000 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -9056020.000000 Penalty: 3633.008301
	Iteration 42Q: 3 clusters Score -9056020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -9056028.000000 Penalty: 3633.008301
	Iteration 43Q: 3 clusters Score -9056028 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -9056019.000000 Penalty: 3633.008301
	Iteration 44Q: 3 clusters Score -9056019 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -9056040.000000 Penalty: 3633.008301
	Iteration 45Q: 3 clusters Score -9056040 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -9056085.000000 Penalty: 3633.008301
	Iteration 46Q: 3 clusters Score -9056085 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -9056111.000000 Penalty: 3633.008301
	Iteration 47Q: 3 clusters Score -9056111 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -9056106.000000 Penalty: 3633.008301
	Iteration 48Q: 3 clusters Score -9056106 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -9056161.000000 Penalty: 3633.008301
	Iteration 49Q: 3 clusters Score -9056161 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -9056190.000000 Penalty: 3633.008301
	Iteration 50Q: 3 clusters Score -9056190 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -9056214.000000 Penalty: 3633.008301
	Iteration 51Q: 3 clusters Score -9056214 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -9056213.000000 Penalty: 3633.008301
	Iteration 52Q: 3 clusters Score -9056213 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -9056197.000000 Penalty: 3633.008301
	Iteration 53Q: 3 clusters Score -9056197 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -9056223.000000 Penalty: 3633.008301
	Iteration 54Q: 3 clusters Score -9056223 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -9056216.000000 Penalty: 3633.008301
	Iteration 55Q: 3 clusters Score -9056216 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -9056225.000000 Penalty: 3633.008301
	Iteration 56Q: 3 clusters Score -9056225 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -9056237.000000 Penalty: 3633.008301
	Iteration 57Q: 3 clusters Score -9056237 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -9056245.000000 Penalty: 3633.008301
	Iteration 58Q: 3 clusters Score -9056245 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -9056267.000000 Penalty: 3633.008301
	Iteration 59Q: 3 clusters Score -9056267 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -9056260.000000 Penalty: 3633.008301
	Iteration 60F: 3 clusters Score -9056260 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -9056283.000000 Penalty: 3633.008301
	Iteration 61Q: 3 clusters Score -9056283 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -9056284.000000 Penalty: 3633.008301
	Iteration 62Q: 3 clusters Score -9056284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -9056270.000000 Penalty: 3633.008301
	Iteration 63Q: 3 clusters Score -9056270 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -9056253.000000 Penalty: 3633.008301
	Iteration 64Q: 3 clusters Score -9056253 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -9056264.000000 Penalty: 3633.008301
	Iteration 65Q: 3 clusters Score -9056264 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -9056279.000000 Penalty: 3633.008301
	Iteration 66Q: 3 clusters Score -9056279 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -9056310.000000 Penalty: 3633.008301
	Iteration 67Q: 3 clusters Score -9056310 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -9056324.000000 Penalty: 3633.008301
	Iteration 68Q: 3 clusters Score -9056324 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -9056365.000000 Penalty: 3633.008301
	Iteration 69Q: 3 clusters Score -9056365 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -9056379.000000 Penalty: 3633.008301
	Iteration 70Q: 3 clusters Score -9056379 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -9056392.000000 Penalty: 3633.008301
	Iteration 71Q: 3 clusters Score -9056392 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -9056412.000000 Penalty: 3633.008301
	Iteration 72Q: 3 clusters Score -9056412 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -9056426.000000 Penalty: 3633.008301
	Iteration 73Q: 3 clusters Score -9056426 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -9056428.000000 Penalty: 3633.008301
	Iteration 74Q: 3 clusters Score -9056428 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -9056479.000000 Penalty: 3633.008301
	Iteration 75Q: 3 clusters Score -9056479 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -9056499.000000 Penalty: 3633.008301
	Iteration 76Q: 3 clusters Score -9056499 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -9056499.000000 Penalty: 3633.008301
	Iteration 77Q: 3 clusters Score -9056499 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -9056545.000000 Penalty: 3633.008301
	Iteration 78Q: 3 clusters Score -9056545 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -9056547.000000 Penalty: 3633.008301
	Iteration 79Q: 3 clusters Score -9056547 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -9056584.000000 Penalty: 3633.008301
	Iteration 80F: 3 clusters Score -9056584 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -9056621.000000 Penalty: 3633.008301
	Iteration 81Q: 3 clusters Score -9056621 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -9056672.000000 Penalty: 3633.008301
	Iteration 82Q: 3 clusters Score -9056672 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -9056696.000000 Penalty: 3633.008301
	Iteration 83Q: 3 clusters Score -9056696 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -9056720.000000 Penalty: 3633.008301
	Iteration 84Q: 3 clusters Score -9056720 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -9056765.000000 Penalty: 3633.008301
	Iteration 85Q: 3 clusters Score -9056765 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -9056793.000000 Penalty: 3633.008301
	Iteration 86Q: 3 clusters Score -9056793 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -9056828.000000 Penalty: 3633.008301
	Iteration 87Q: 3 clusters Score -9056828 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -9056864.000000 Penalty: 3633.008301
	Iteration 88Q: 3 clusters Score -9056864 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -9056934.000000 Penalty: 3633.008301
	Iteration 89Q: 3 clusters Score -9056934 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -9056976.000000 Penalty: 3633.008301
	Iteration 90Q: 3 clusters Score -9056976 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -9057044.000000 Penalty: 3633.008301
	Iteration 91Q: 3 clusters Score -9057044 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -9057086.000000 Penalty: 3633.008301
	Iteration 92Q: 3 clusters Score -9057086 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -9057140.000000 Penalty: 3633.008301
	Iteration 93Q: 3 clusters Score -9057140 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -9057212.000000 Penalty: 3633.008301
	Iteration 94Q: 3 clusters Score -9057212 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -9057274.000000 Penalty: 3633.008301
	Iteration 95Q: 3 clusters Score -9057274 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -9057385.000000 Penalty: 3633.008301
	Iteration 96Q: 3 clusters Score -9057385 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -9057430.000000 Penalty: 3633.008301
	Iteration 97Q: 3 clusters Score -9057430 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -9057498.000000 Penalty: 3633.008301
	Iteration 98Q: 3 clusters Score -9057498 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -9057598.000000 Penalty: 3633.008301
	Iteration 99Q: 3 clusters Score -9057598 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -9057777.000000 Penalty: 3633.008301
	Iteration 100F: 3 clusters Score -9057777 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -9057890.000000 Penalty: 3633.008301
	Iteration 101Q: 3 clusters Score -9057890 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -9058022.000000 Penalty: 3633.008301
	Iteration 102Q: 3 clusters Score -9058022 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -9058177.000000 Penalty: 3633.008301
	Iteration 103Q: 3 clusters Score -9058177 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -9058351.000000 Penalty: 3633.008301
	Iteration 104Q: 3 clusters Score -9058351 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -9058542.000000 Penalty: 3633.008301
	Iteration 105Q: 3 clusters Score -9058542 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -9058733.000000 Penalty: 3633.008301
	Iteration 106Q: 3 clusters Score -9058733 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -9058994.000000 Penalty: 3633.008301
	Iteration 107Q: 3 clusters Score -9058994 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -9059245.000000 Penalty: 3633.008301
	Iteration 108Q: 3 clusters Score -9059245 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -9059490.000000 Penalty: 3633.008301
	Iteration 109Q: 3 clusters Score -9059490 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -9059687.000000 Penalty: 3633.008301
	Iteration 110Q: 3 clusters Score -9059687 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -9059891.000000 Penalty: 3633.008301
	Iteration 111Q: 3 clusters Score -9059891 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -9060144.000000 Penalty: 3633.008301
	Iteration 112Q: 3 clusters Score -9060144 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -9060377.000000 Penalty: 3633.008301
	Iteration 113Q: 3 clusters Score -9060377 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9060580.000000 Penalty: 3633.008301
	Iteration 114Q: 3 clusters Score -9060580 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9060816.000000 Penalty: 3633.008301
	Iteration 115Q: 3 clusters Score -9060816 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9061025.000000 Penalty: 3633.008301
	Iteration 116Q: 3 clusters Score -9061025 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9061178.000000 Penalty: 3633.008301
	Iteration 117Q: 3 clusters Score -9061178 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9061322.000000 Penalty: 3633.008301
	Iteration 118Q: 3 clusters Score -9061322 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9061513.000000 Penalty: 3633.008301
	Iteration 119Q: 3 clusters Score -9061513 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9061619.000000 Penalty: 3633.008301
	Iteration 120F: 3 clusters Score -9061619 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9061722.000000 Penalty: 3633.008301
	Iteration 121Q: 3 clusters Score -9061722 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9061785.000000 Penalty: 3633.008301
	Iteration 122Q: 3 clusters Score -9061785 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9061859.000000 Penalty: 3633.008301
	Iteration 123Q: 3 clusters Score -9061859 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9061900.000000 Penalty: 3633.008301
	Iteration 124Q: 3 clusters Score -9061900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9061953.000000 Penalty: 3633.008301
	Iteration 125Q: 3 clusters Score -9061953 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9061956.000000 Penalty: 3633.008301
	Iteration 126Q: 3 clusters Score -9061956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9061983.000000 Penalty: 3633.008301
	Iteration 127Q: 3 clusters Score -9061983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9062000.000000 Penalty: 3633.008301
	Iteration 128Q: 3 clusters Score -9062000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9062020.000000 Penalty: 3633.008301
	Iteration 129Q: 3 clusters Score -9062020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9062042.000000 Penalty: 3633.008301
	Iteration 130Q: 3 clusters Score -9062042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9062086.000000 Penalty: 3633.008301
	Iteration 131Q: 3 clusters Score -9062086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9062113.000000 Penalty: 3633.008301
	Iteration 132Q: 3 clusters Score -9062113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9062137.000000 Penalty: 3633.008301
	Iteration 133Q: 3 clusters Score -9062137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9062149.000000 Penalty: 3633.008301
	Iteration 134Q: 3 clusters Score -9062149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9062164.000000 Penalty: 3633.008301
	Iteration 135Q: 3 clusters Score -9062164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9062170.000000 Penalty: 3633.008301
	Iteration 136Q: 3 clusters Score -9062170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9062181.000000 Penalty: 3633.008301
	Iteration 137Q: 3 clusters Score -9062181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9062184.000000 Penalty: 3633.008301
	Iteration 138Q: 3 clusters Score -9062184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9062187.000000 Penalty: 3633.008301
	Iteration 139Q: 3 clusters Score -9062187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9062188.000000 Penalty: 3633.008301
	Iteration 140F: 3 clusters Score -9062188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9062198.000000 Penalty: 3633.008301
	Iteration 141Q: 3 clusters Score -9062198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9062214.000000 Penalty: 3633.008301
	Iteration 142Q: 3 clusters Score -9062214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9062211.000000 Penalty: 3633.008301
	Iteration 143Q: 3 clusters Score -9062211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9062213.000000 Penalty: 3633.008301
	Iteration 144Q: 3 clusters Score -9062213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9062225.000000 Penalty: 3633.008301
	Iteration 145Q: 3 clusters Score -9062225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9062224.000000 Penalty: 3633.008301
	Iteration 146Q: 3 clusters Score -9062224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9062229.000000 Penalty: 3633.008301
	Iteration 147Q: 3 clusters Score -9062229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9062227.000000 Penalty: 3633.008301
	Iteration 148Q: 3 clusters Score -9062227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9062229.000000 Penalty: 3633.008301
	Iteration 149Q: 3 clusters Score -9062229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9062224.000000 Penalty: 3633.008301
	Iteration 150Q: 3 clusters Score -9062224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9062217.000000 Penalty: 3633.008301
	Iteration 151Q: 3 clusters Score -9062217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9062226.000000 Penalty: 3633.008301
	Iteration 152Q: 3 clusters Score -9062226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9062229.000000 Penalty: 3633.008301
	Iteration 153Q: 3 clusters Score -9062229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9062233.000000 Penalty: 3633.008301
	Iteration 154Q: 3 clusters Score -9062233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9062234.000000 Penalty: 3633.008301
	Iteration 155Q: 3 clusters Score -9062234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9062232.000000 Penalty: 3633.008301
	Iteration 156Q: 3 clusters Score -9062232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9062235.000000 Penalty: 3633.008301
	Iteration 157Q: 3 clusters Score -9062235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9062239.000000 Penalty: 3633.008301
	Iteration 158Q: 3 clusters Score -9062239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9062236.000000 Penalty: 3633.008301
	Iteration 159Q: 3 clusters Score -9062236 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9062236.000000 Penalty: 3633.008301
	Iteration 160F: 3 clusters Score -9062236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -110687.000000 Penalty: 1119.061401
	Iteration 0F: 2 clusters Score -110687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109286.539062 Penalty: 2238.122803
	Iteration 0F: 3 clusters Score -109286.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -109611.742188 Penalty: 2238.122803
	Iteration 1F: 3 clusters Score -109611.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109793.273438 Penalty: 2238.122803
	Iteration 2F: 3 clusters Score -109793.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109946.289062 Penalty: 2238.122803
	Iteration 3F: 3 clusters Score -109946.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110071.312500 Penalty: 2238.122803
	Iteration 4F: 3 clusters Score -110071.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110231.789062 Penalty: 2238.122803
	Iteration 5F: 3 clusters Score -110231.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110370.351562 Penalty: 2238.122803
	Iteration 6F: 3 clusters Score -110370.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110541.500000 Penalty: 2238.122803
	Iteration 7F: 3 clusters Score -110541.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110628.210938 Penalty: 2238.122803
	Iteration 8Q: 3 clusters Score -110628.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110696.390625 Penalty: 2238.122803
	Iteration 9Q: 3 clusters Score -110696.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -110723.453125 Penalty: 2238.122803
	Iteration 10Q: 3 clusters Score -110723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110730.570312 Penalty: 2238.122803
	Iteration 11Q: 3 clusters Score -110730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110731.671875 Penalty: 2238.122803
	Iteration 12Q: 3 clusters Score -110731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110732.570312 Penalty: 2238.122803
	Iteration 13Q: 3 clusters Score -110732.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110736.601562 Penalty: 2238.122803
	Iteration 14Q: 3 clusters Score -110736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110738.210938 Penalty: 2238.122803
	Iteration 15Q: 3 clusters Score -110738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110739.531250 Penalty: 2238.122803
	Iteration 16Q: 3 clusters Score -110739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110739.984375 Penalty: 2238.122803
	Iteration 17Q: 3 clusters Score -110740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110739.984375 Penalty: 2238.122803
	Iteration 18F: 3 clusters Score -110740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 47274 members 
Mstep: Class 4 contains 71574 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 92580 members 
Mstep: Class 11 contains 8368 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 15199 members 
Mstep: Class 15 contains 78845 members 
Mstep: Class 18 contains 61417 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
Score: -65762680.000000 Penalty: 34249.644531
Splitting cluster 5 changes total score from -65763148.000000 to -65762680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Entering Unmasked Estep 
Score: -490873.343750 Penalty: 1340.640747
	Iteration 0F: 2 clusters Score -490873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -487620.125000 Penalty: 2681.281494
	Iteration 0F: 3 clusters Score -487620.1 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -488420.468750 Penalty: 2681.281494
	Iteration 1F: 3 clusters Score -488420.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -488582.375000 Penalty: 2681.281494
	Iteration 2F: 3 clusters Score -488582.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -488675.906250 Penalty: 2681.281494
	Iteration 3Q: 3 clusters Score -488675.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -488736.656250 Penalty: 2681.281494
	Iteration 4Q: 3 clusters Score -488736.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -488783.375000 Penalty: 2681.281494
	Iteration 5Q: 3 clusters Score -488783.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -488817.062500 Penalty: 2681.281494
	Iteration 6Q: 3 clusters Score -488817.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -488845.406250 Penalty: 2681.281494
	Iteration 7Q: 3 clusters Score -488845.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -488862.406250 Penalty: 2681.281494
	Iteration 8Q: 3 clusters Score -488862.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -488873.750000 Penalty: 2681.281494
	Iteration 9Q: 3 clusters Score -488873.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -488883.875000 Penalty: 2681.281494
	Iteration 10Q: 3 clusters Score -488883.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -488896.437500 Penalty: 2681.281494
	Iteration 11Q: 3 clusters Score -488896.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -488906.500000 Penalty: 2681.281494
	Iteration 12Q: 3 clusters Score -488906.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -488916.250000 Penalty: 2681.281494
	Iteration 13Q: 3 clusters Score -488916.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -488921.437500 Penalty: 2681.281494
	Iteration 14Q: 3 clusters Score -488921.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -488927.406250 Penalty: 2681.281494
	Iteration 15Q: 3 clusters Score -488927.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -488934.437500 Penalty: 2681.281494
	Iteration 16Q: 3 clusters Score -488934.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -488937.531250 Penalty: 2681.281494
	Iteration 17Q: 3 clusters Score -488937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -488944.250000 Penalty: 2681.281494
	Iteration 18Q: 3 clusters Score -488944.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -488952.000000 Penalty: 2681.281494
	Iteration 19Q: 3 clusters Score -488952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -488959.500000 Penalty: 2681.281494
	Iteration 20F: 3 clusters Score -488959.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -488967.468750 Penalty: 2681.281494
	Iteration 21Q: 3 clusters Score -488967.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -488974.281250 Penalty: 2681.281494
	Iteration 22Q: 3 clusters Score -488974.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -488979.031250 Penalty: 2681.281494
	Iteration 23Q: 3 clusters Score -488979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -488984.218750 Penalty: 2681.281494
	Iteration 24Q: 3 clusters Score -488984.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -488991.125000 Penalty: 2681.281494
	Iteration 25Q: 3 clusters Score -488991.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -489002.656250 Penalty: 2681.281494
	Iteration 26Q: 3 clusters Score -489002.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -489019.218750 Penalty: 2681.281494
	Iteration 27Q: 3 clusters Score -489019.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -489032.312500 Penalty: 2681.281494
	Iteration 28Q: 3 clusters Score -489032.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -489044.531250 Penalty: 2681.281494
	Iteration 29Q: 3 clusters Score -489044.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -489058.375000 Penalty: 2681.281494
	Iteration 30Q: 3 clusters Score -489058.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -489074.250000 Penalty: 2681.281494
	Iteration 31Q: 3 clusters Score -489074.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -489090.750000 Penalty: 2681.281494
	Iteration 32Q: 3 clusters Score -489090.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -489107.250000 Penalty: 2681.281494
	Iteration 33Q: 3 clusters Score -489107.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -489126.312500 Penalty: 2681.281494
	Iteration 34Q: 3 clusters Score -489126.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -489140.906250 Penalty: 2681.281494
	Iteration 35Q: 3 clusters Score -489140.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -489155.125000 Penalty: 2681.281494
	Iteration 36Q: 3 clusters Score -489155.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -489172.281250 Penalty: 2681.281494
	Iteration 37Q: 3 clusters Score -489172.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -489190.593750 Penalty: 2681.281494
	Iteration 38Q: 3 clusters Score -489190.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -489218.750000 Penalty: 2681.281494
	Iteration 39Q: 3 clusters Score -489218.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -489252.468750 Penalty: 2681.281494
	Iteration 40F: 3 clusters Score -489252.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -489294.125000 Penalty: 2681.281494
	Iteration 41Q: 3 clusters Score -489294.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -489338.937500 Penalty: 2681.281494
	Iteration 42Q: 3 clusters Score -489338.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -489378.000000 Penalty: 2681.281494
	Iteration 43Q: 3 clusters Score -489378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -489416.250000 Penalty: 2681.281494
	Iteration 44Q: 3 clusters Score -489416.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -489452.406250 Penalty: 2681.281494
	Iteration 45Q: 3 clusters Score -489452.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -489491.687500 Penalty: 2681.281494
	Iteration 46Q: 3 clusters Score -489491.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -489518.656250 Penalty: 2681.281494
	Iteration 47Q: 3 clusters Score -489518.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -489550.250000 Penalty: 2681.281494
	Iteration 48Q: 3 clusters Score -489550.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -489578.625000 Penalty: 2681.281494
	Iteration 49Q: 3 clusters Score -489578.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -489597.218750 Penalty: 2681.281494
	Iteration 50Q: 3 clusters Score -489597.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -489618.531250 Penalty: 2681.281494
	Iteration 51Q: 3 clusters Score -489618.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -489630.968750 Penalty: 2681.281494
	Iteration 52Q: 3 clusters Score -489631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -489644.312500 Penalty: 2681.281494
	Iteration 53Q: 3 clusters Score -489644.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -489659.781250 Penalty: 2681.281494
	Iteration 54Q: 3 clusters Score -489659.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -489667.281250 Penalty: 2681.281494
	Iteration 55Q: 3 clusters Score -489667.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -489675.250000 Penalty: 2681.281494
	Iteration 56Q: 3 clusters Score -489675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -489680.281250 Penalty: 2681.281494
	Iteration 57Q: 3 clusters Score -489680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -489685.687500 Penalty: 2681.281494
	Iteration 58Q: 3 clusters Score -489685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -489688.437500 Penalty: 2681.281494
	Iteration 59Q: 3 clusters Score -489688.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -489692.000000 Penalty: 2681.281494
	Iteration 60F: 3 clusters Score -489692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -489694.562500 Penalty: 2681.281494
	Iteration 61Q: 3 clusters Score -489694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -489696.187500 Penalty: 2681.281494
	Iteration 62Q: 3 clusters Score -489696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -489699.656250 Penalty: 2681.281494
	Iteration 63Q: 3 clusters Score -489699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -489703.281250 Penalty: 2681.281494
	Iteration 64Q: 3 clusters Score -489703.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -489707.000000 Penalty: 2681.281494
	Iteration 65Q: 3 clusters Score -489707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -489711.156250 Penalty: 2681.281494
	Iteration 66Q: 3 clusters Score -489711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -489715.281250 Penalty: 2681.281494
	Iteration 67Q: 3 clusters Score -489715.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -489716.218750 Penalty: 2681.281494
	Iteration 68Q: 3 clusters Score -489716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -489717.031250 Penalty: 2681.281494
	Iteration 69Q: 3 clusters Score -489717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -489720.000000 Penalty: 2681.281494
	Iteration 70Q: 3 clusters Score -489720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -489720.250000 Penalty: 2681.281494
	Iteration 71Q: 3 clusters Score -489720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -489723.218750 Penalty: 2681.281494
	Iteration 72Q: 3 clusters Score -489723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -489725.437500 Penalty: 2681.281494
	Iteration 73Q: 3 clusters Score -489725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -489727.468750 Penalty: 2681.281494
	Iteration 74Q: 3 clusters Score -489727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -489728.281250 Penalty: 2681.281494
	Iteration 75Q: 3 clusters Score -489728.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -489728.281250 Penalty: 2681.281494
	Iteration 76F: 3 clusters Score -489728.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Entering Unmasked Estep 
Score: -839305.750000 Penalty: 1437.298340
	Iteration 0F: 2 clusters Score -839305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -834111.375000 Penalty: 2874.596680
	Iteration 0F: 3 clusters Score -834111.4 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -835696.687500 Penalty: 2874.596680
	Iteration 1F: 3 clusters Score -835696.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -835956.375000 Penalty: 2874.596680
	Iteration 2F: 3 clusters Score -835956.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -836267.937500 Penalty: 2874.596680
	Iteration 3F: 3 clusters Score -836267.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -836652.250000 Penalty: 2874.596680
	Iteration 4F: 3 clusters Score -836652.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -837125.562500 Penalty: 2874.596680
	Iteration 5F: 3 clusters Score -837125.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -837546.562500 Penalty: 2874.596680
	Iteration 6F: 3 clusters Score -837546.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -837925.500000 Penalty: 2874.596680
	Iteration 7F: 3 clusters Score -837925.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -838188.562500 Penalty: 2874.596680
	Iteration 8F: 3 clusters Score -838188.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -838340.750000 Penalty: 2874.596680
	Iteration 9Q: 3 clusters Score -838340.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -838422.875000 Penalty: 2874.596680
	Iteration 10Q: 3 clusters Score -838422.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -838459.062500 Penalty: 2874.596680
	Iteration 11Q: 3 clusters Score -838459.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -838481.125000 Penalty: 2874.596680
	Iteration 12Q: 3 clusters Score -838481.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -838492.250000 Penalty: 2874.596680
	Iteration 13Q: 3 clusters Score -838492.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -838495.687500 Penalty: 2874.596680
	Iteration 14Q: 3 clusters Score -838495.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -838499.875000 Penalty: 2874.596680
	Iteration 15Q: 3 clusters Score -838499.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -838504.812500 Penalty: 2874.596680
	Iteration 16Q: 3 clusters Score -838504.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -838507.000000 Penalty: 2874.596680
	Iteration 17Q: 3 clusters Score -838507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -838506.625000 Penalty: 2874.596680
	Iteration 18Q: 3 clusters Score -838506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -838509.375000 Penalty: 2874.596680
	Iteration 19Q: 3 clusters Score -838509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -838512.187500 Penalty: 2874.596680
	Iteration 20F: 3 clusters Score -838512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -838512.062500 Penalty: 2874.596680
	Iteration 21Q: 3 clusters Score -838512.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -838514.437500 Penalty: 2874.596680
	Iteration 22Q: 3 clusters Score -838514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -838515.250000 Penalty: 2874.596680
	Iteration 23Q: 3 clusters Score -838515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -838516.937500 Penalty: 2874.596680
	Iteration 24Q: 3 clusters Score -838516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -838517.000000 Penalty: 2874.596680
	Iteration 25Q: 3 clusters Score -838517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -838519.375000 Penalty: 2874.596680
	Iteration 26Q: 3 clusters Score -838519.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -838519.312500 Penalty: 2874.596680
	Iteration 27Q: 3 clusters Score -838519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -838520.062500 Penalty: 2874.596680
	Iteration 28Q: 3 clusters Score -838520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -838519.812500 Penalty: 2874.596680
	Iteration 29Q: 3 clusters Score -838519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -838518.875000 Penalty: 2874.596680
	Iteration 30Q: 3 clusters Score -838518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -838519.125000 Penalty: 2874.596680
	Iteration 31Q: 3 clusters Score -838519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -838519.125000 Penalty: 2874.596680
	Iteration 32F: 3 clusters Score -838519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Entering Unmasked Estep 
Score: -11860102.000000 Penalty: 1858.322144
	Iteration 0F: 2 clusters Score -1.18601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -11812350.000000 Penalty: 3716.644287
	Iteration 0F: 3 clusters Score -1.181235e+07 nChanged 44169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -11838128.000000 Penalty: 3716.644287
	Iteration 1F: 3 clusters Score -1.183813e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -11839018.000000 Penalty: 3716.644287
	Iteration 2Q: 3 clusters Score -1.183902e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -11840192.000000 Penalty: 3716.644287
	Iteration 3Q: 3 clusters Score -1.184019e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -11841771.000000 Penalty: 3716.644287
	Iteration 4Q: 3 clusters Score -1.184177e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -11844124.000000 Penalty: 3716.644287
	Iteration 5F: 3 clusters Score -1.184412e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -11847496.000000 Penalty: 3716.644287
	Iteration 6F: 3 clusters Score -1.18475e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -11851938.000000 Penalty: 3716.644287
	Iteration 7F: 3 clusters Score -1.185194e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -11855728.000000 Penalty: 3716.644287
	Iteration 8F: 3 clusters Score -1.185573e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -11857501.000000 Penalty: 3716.644287
	Iteration 9F: 3 clusters Score -1.18575e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -11858142.000000 Penalty: 3716.644287
	Iteration 10Q: 3 clusters Score -1.185814e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -11858418.000000 Penalty: 3716.644287
	Iteration 11Q: 3 clusters Score -1.185842e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -11858564.000000 Penalty: 3716.644287
	Iteration 12Q: 3 clusters Score -1.185856e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -11858816.000000 Penalty: 3716.644287
	Iteration 13Q: 3 clusters Score -1.185882e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -11858997.000000 Penalty: 3716.644287
	Iteration 14Q: 3 clusters Score -1.1859e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -11859332.000000 Penalty: 3716.644287
	Iteration 15Q: 3 clusters Score -1.185933e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -11859622.000000 Penalty: 3716.644287
	Iteration 16Q: 3 clusters Score -1.185962e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -11859910.000000 Penalty: 3716.644287
	Iteration 17Q: 3 clusters Score -1.185991e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -11860273.000000 Penalty: 3716.644287
	Iteration 18Q: 3 clusters Score -1.186027e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -11860703.000000 Penalty: 3716.644287
	Iteration 19Q: 3 clusters Score -1.18607e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -11861138.000000 Penalty: 3716.644287
	Iteration 20F: 3 clusters Score -1.186114e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -11861658.000000 Penalty: 3716.644287
	Iteration 21Q: 3 clusters Score -1.186166e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -11862131.000000 Penalty: 3716.644287
	Iteration 22Q: 3 clusters Score -1.186213e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -11862678.000000 Penalty: 3716.644287
	Iteration 23Q: 3 clusters Score -1.186268e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -11863302.000000 Penalty: 3716.644287
	Iteration 24Q: 3 clusters Score -1.18633e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -11864054.000000 Penalty: 3716.644287
	Iteration 25Q: 3 clusters Score -1.186405e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -11864795.000000 Penalty: 3716.644287
	Iteration 26Q: 3 clusters Score -1.18648e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -11865329.000000 Penalty: 3716.644287
	Iteration 27Q: 3 clusters Score -1.186533e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -11865735.000000 Penalty: 3716.644287
	Iteration 28Q: 3 clusters Score -1.186574e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -11866105.000000 Penalty: 3716.644287
	Iteration 29Q: 3 clusters Score -1.18661e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -11866428.000000 Penalty: 3716.644287
	Iteration 30Q: 3 clusters Score -1.186643e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -11866760.000000 Penalty: 3716.644287
	Iteration 31Q: 3 clusters Score -1.186676e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -11866893.000000 Penalty: 3716.644287
	Iteration 32Q: 3 clusters Score -1.186689e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -11867152.000000 Penalty: 3716.644287
	Iteration 33Q: 3 clusters Score -1.186715e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -11867292.000000 Penalty: 3716.644287
	Iteration 34Q: 3 clusters Score -1.186729e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -11867464.000000 Penalty: 3716.644287
	Iteration 35Q: 3 clusters Score -1.186746e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -11867494.000000 Penalty: 3716.644287
	Iteration 36Q: 3 clusters Score -1.186749e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -11867638.000000 Penalty: 3716.644287
	Iteration 37Q: 3 clusters Score -1.186764e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -11867762.000000 Penalty: 3716.644287
	Iteration 38Q: 3 clusters Score -1.186776e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -11867884.000000 Penalty: 3716.644287
	Iteration 39Q: 3 clusters Score -1.186788e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -11868023.000000 Penalty: 3716.644287
	Iteration 40F: 3 clusters Score -1.186802e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -11868029.000000 Penalty: 3716.644287
	Iteration 41Q: 3 clusters Score -1.186803e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -11868110.000000 Penalty: 3716.644287
	Iteration 42Q: 3 clusters Score -1.186811e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -11868159.000000 Penalty: 3716.644287
	Iteration 43Q: 3 clusters Score -1.186816e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -11868196.000000 Penalty: 3716.644287
	Iteration 44Q: 3 clusters Score -1.18682e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -11868221.000000 Penalty: 3716.644287
	Iteration 45Q: 3 clusters Score -1.186822e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -11868243.000000 Penalty: 3716.644287
	Iteration 46Q: 3 clusters Score -1.186824e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -11868283.000000 Penalty: 3716.644287
	Iteration 47Q: 3 clusters Score -1.186828e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -11868293.000000 Penalty: 3716.644287
	Iteration 48Q: 3 clusters Score -1.186829e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -11868305.000000 Penalty: 3716.644287
	Iteration 49Q: 3 clusters Score -1.18683e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -11868335.000000 Penalty: 3716.644287
	Iteration 50Q: 3 clusters Score -1.186834e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -11868342.000000 Penalty: 3716.644287
	Iteration 51Q: 3 clusters Score -1.186834e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -11868360.000000 Penalty: 3716.644287
	Iteration 52Q: 3 clusters Score -1.186836e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -11868480.000000 Penalty: 3716.644287
	Iteration 53Q: 3 clusters Score -1.186848e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -11868530.000000 Penalty: 3716.644287
	Iteration 54Q: 3 clusters Score -1.186853e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -11868630.000000 Penalty: 3716.644287
	Iteration 55Q: 3 clusters Score -1.186863e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -11868661.000000 Penalty: 3716.644287
	Iteration 56Q: 3 clusters Score -1.186866e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -11868742.000000 Penalty: 3716.644287
	Iteration 57Q: 3 clusters Score -1.186874e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -11868804.000000 Penalty: 3716.644287
	Iteration 58Q: 3 clusters Score -1.18688e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -11868899.000000 Penalty: 3716.644287
	Iteration 59Q: 3 clusters Score -1.18689e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -11868942.000000 Penalty: 3716.644287
	Iteration 60F: 3 clusters Score -1.186894e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -11868961.000000 Penalty: 3716.644287
	Iteration 61Q: 3 clusters Score -1.186896e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -11868986.000000 Penalty: 3716.644287
	Iteration 62Q: 3 clusters Score -1.186899e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -11869026.000000 Penalty: 3716.644287
	Iteration 63Q: 3 clusters Score -1.186903e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -11869119.000000 Penalty: 3716.644287
	Iteration 64Q: 3 clusters Score -1.186912e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -11869307.000000 Penalty: 3716.644287
	Iteration 65Q: 3 clusters Score -1.186931e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -11869439.000000 Penalty: 3716.644287
	Iteration 66Q: 3 clusters Score -1.186944e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -11869527.000000 Penalty: 3716.644287
	Iteration 67Q: 3 clusters Score -1.186953e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -11869686.000000 Penalty: 3716.644287
	Iteration 68Q: 3 clusters Score -1.186969e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -11869750.000000 Penalty: 3716.644287
	Iteration 69Q: 3 clusters Score -1.186975e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -11869803.000000 Penalty: 3716.644287
	Iteration 70Q: 3 clusters Score -1.18698e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -11869919.000000 Penalty: 3716.644287
	Iteration 71Q: 3 clusters Score -1.186992e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -11869978.000000 Penalty: 3716.644287
	Iteration 72Q: 3 clusters Score -1.186998e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -11870066.000000 Penalty: 3716.644287
	Iteration 73Q: 3 clusters Score -1.187007e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -11870104.000000 Penalty: 3716.644287
	Iteration 74Q: 3 clusters Score -1.18701e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -11870088.000000 Penalty: 3716.644287
	Iteration 75Q: 3 clusters Score -1.187009e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -11870071.000000 Penalty: 3716.644287
	Iteration 76Q: 3 clusters Score -1.187007e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -11870074.000000 Penalty: 3716.644287
	Iteration 77Q: 3 clusters Score -1.187007e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -11870047.000000 Penalty: 3716.644287
	Iteration 78Q: 3 clusters Score -1.187005e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -11870021.000000 Penalty: 3716.644287
	Iteration 79Q: 3 clusters Score -1.187002e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -11870011.000000 Penalty: 3716.644287
	Iteration 80F: 3 clusters Score -1.187001e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -11869992.000000 Penalty: 3716.644287
	Iteration 81Q: 3 clusters Score -1.186999e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -11870013.000000 Penalty: 3716.644287
	Iteration 82Q: 3 clusters Score -1.187001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -11869993.000000 Penalty: 3716.644287
	Iteration 83Q: 3 clusters Score -1.186999e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -11869981.000000 Penalty: 3716.644287
	Iteration 84Q: 3 clusters Score -1.186998e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -11869997.000000 Penalty: 3716.644287
	Iteration 85Q: 3 clusters Score -1.187e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -11869979.000000 Penalty: 3716.644287
	Iteration 86Q: 3 clusters Score -1.186998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -11869955.000000 Penalty: 3716.644287
	Iteration 87Q: 3 clusters Score -1.186996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75114 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -11869969.000000 Penalty: 3716.644287
	Iteration 88Q: 3 clusters Score -1.186997e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -11869958.000000 Penalty: 3716.644287
	Iteration 89Q: 3 clusters Score -1.186996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -11869935.000000 Penalty: 3716.644287
	Iteration 90Q: 3 clusters Score -1.186994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -11869913.000000 Penalty: 3716.644287
	Iteration 91Q: 3 clusters Score -1.186991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -11869914.000000 Penalty: 3716.644287
	Iteration 92Q: 3 clusters Score -1.186991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -11869900.000000 Penalty: 3716.644287
	Iteration 93Q: 3 clusters Score -1.18699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -11869908.000000 Penalty: 3716.644287
	Iteration 94Q: 3 clusters Score -1.186991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -11869900.000000 Penalty: 3716.644287
	Iteration 95Q: 3 clusters Score -1.18699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -11869895.000000 Penalty: 3716.644287
	Iteration 96Q: 3 clusters Score -1.18699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -11869897.000000 Penalty: 3716.644287
	Iteration 97Q: 3 clusters Score -1.18699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -11869892.000000 Penalty: 3716.644287
	Iteration 98Q: 3 clusters Score -1.186989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -11869904.000000 Penalty: 3716.644287
	Iteration 99Q: 3 clusters Score -1.18699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -11869896.000000 Penalty: 3716.644287
	Iteration 100F: 3 clusters Score -1.18699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 47274 members 
Mstep: Class 4 contains 71574 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 17281 members 
Mstep: Class 9 contains 75299 members 
Mstep: Class 11 contains 8368 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 15199 members 
Mstep: Class 15 contains 78845 members 
Mstep: Class 18 contains 61417 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
Score: -65772716.000000 Penalty: 34249.644531
Splitting cluster 9 changes total score from -65763148.000000 to -65772716.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -1066164.000000 Penalty: 1467.727661
	Iteration 0F: 2 clusters Score -1066164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1060006.875000 Penalty: 2935.455322
	Iteration 0F: 3 clusters Score -1060007 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1061822.875000 Penalty: 2935.455322
	Iteration 1F: 3 clusters Score -1061823 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1062016.750000 Penalty: 2935.455322
	Iteration 2F: 3 clusters Score -1062017 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1062172.250000 Penalty: 2935.455322
	Iteration 3Q: 3 clusters Score -1062172 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1062291.125000 Penalty: 2935.455322
	Iteration 4Q: 3 clusters Score -1062291 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1062383.375000 Penalty: 2935.455322
	Iteration 5Q: 3 clusters Score -1062383 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1062478.750000 Penalty: 2935.455322
	Iteration 6Q: 3 clusters Score -1062479 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1062581.875000 Penalty: 2935.455322
	Iteration 7Q: 3 clusters Score -1062582 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1062705.250000 Penalty: 2935.455322
	Iteration 8Q: 3 clusters Score -1062705 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1062838.375000 Penalty: 2935.455322
	Iteration 9Q: 3 clusters Score -1062838 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1062969.375000 Penalty: 2935.455322
	Iteration 10Q: 3 clusters Score -1062969 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1063139.500000 Penalty: 2935.455322
	Iteration 11Q: 3 clusters Score -1063140 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1063347.500000 Penalty: 2935.455322
	Iteration 12Q: 3 clusters Score -1063348 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1063554.750000 Penalty: 2935.455322
	Iteration 13Q: 3 clusters Score -1063555 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1063756.750000 Penalty: 2935.455322
	Iteration 14Q: 3 clusters Score -1063757 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1063974.375000 Penalty: 2935.455322
	Iteration 15Q: 3 clusters Score -1063974 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1064172.375000 Penalty: 2935.455322
	Iteration 16Q: 3 clusters Score -1064172 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1064345.875000 Penalty: 2935.455322
	Iteration 17Q: 3 clusters Score -1064346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1064473.250000 Penalty: 2935.455322
	Iteration 18Q: 3 clusters Score -1064473 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1064589.250000 Penalty: 2935.455322
	Iteration 19Q: 3 clusters Score -1064589 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1064678.750000 Penalty: 2935.455322
	Iteration 20F: 3 clusters Score -1064679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1064741.750000 Penalty: 2935.455322
	Iteration 21Q: 3 clusters Score -1064742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1064789.375000 Penalty: 2935.455322
	Iteration 22Q: 3 clusters Score -1064789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1064817.750000 Penalty: 2935.455322
	Iteration 23Q: 3 clusters Score -1064818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1064835.500000 Penalty: 2935.455322
	Iteration 24Q: 3 clusters Score -1064836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1064847.000000 Penalty: 2935.455322
	Iteration 25Q: 3 clusters Score -1064847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1064859.625000 Penalty: 2935.455322
	Iteration 26Q: 3 clusters Score -1064860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1064871.250000 Penalty: 2935.455322
	Iteration 27Q: 3 clusters Score -1064871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1064877.375000 Penalty: 2935.455322
	Iteration 28Q: 3 clusters Score -1064877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1064883.875000 Penalty: 2935.455322
	Iteration 29Q: 3 clusters Score -1064884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1064894.375000 Penalty: 2935.455322
	Iteration 30Q: 3 clusters Score -1064894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1064901.625000 Penalty: 2935.455322
	Iteration 31Q: 3 clusters Score -1064902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1064907.125000 Penalty: 2935.455322
	Iteration 32Q: 3 clusters Score -1064907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1064909.750000 Penalty: 2935.455322
	Iteration 33Q: 3 clusters Score -1064910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1064914.250000 Penalty: 2935.455322
	Iteration 34Q: 3 clusters Score -1064914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1064920.625000 Penalty: 2935.455322
	Iteration 35Q: 3 clusters Score -1064921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1064927.250000 Penalty: 2935.455322
	Iteration 36Q: 3 clusters Score -1064927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1064928.875000 Penalty: 2935.455322
	Iteration 37Q: 3 clusters Score -1064929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1064931.250000 Penalty: 2935.455322
	Iteration 38Q: 3 clusters Score -1064931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1064936.875000 Penalty: 2935.455322
	Iteration 39Q: 3 clusters Score -1064937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1064939.500000 Penalty: 2935.455322
	Iteration 40F: 3 clusters Score -1064940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1064943.750000 Penalty: 2935.455322
	Iteration 41Q: 3 clusters Score -1064944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1064945.125000 Penalty: 2935.455322
	Iteration 42Q: 3 clusters Score -1064945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1064946.500000 Penalty: 2935.455322
	Iteration 43Q: 3 clusters Score -1064946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1064946.500000 Penalty: 2935.455322
	Iteration 44F: 3 clusters Score -1064946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -661805.312500 Penalty: 1388.531372
	Iteration 0F: 2 clusters Score -661805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -657741.375000 Penalty: 2777.062744
	Iteration 0F: 3 clusters Score -657741.4 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -658868.875000 Penalty: 2777.062744
	Iteration 1F: 3 clusters Score -658868.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -659014.187500 Penalty: 2777.062744
	Iteration 2F: 3 clusters Score -659014.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -659100.875000 Penalty: 2777.062744
	Iteration 3Q: 3 clusters Score -659100.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -659159.125000 Penalty: 2777.062744
	Iteration 4Q: 3 clusters Score -659159.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -659199.187500 Penalty: 2777.062744
	Iteration 5Q: 3 clusters Score -659199.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -659227.812500 Penalty: 2777.062744
	Iteration 6Q: 3 clusters Score -659227.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -659249.000000 Penalty: 2777.062744
	Iteration 7Q: 3 clusters Score -659249 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -659266.312500 Penalty: 2777.062744
	Iteration 8Q: 3 clusters Score -659266.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -659280.187500 Penalty: 2777.062744
	Iteration 9Q: 3 clusters Score -659280.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -659290.000000 Penalty: 2777.062744
	Iteration 10Q: 3 clusters Score -659290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -659299.875000 Penalty: 2777.062744
	Iteration 11Q: 3 clusters Score -659299.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -659307.187500 Penalty: 2777.062744
	Iteration 12Q: 3 clusters Score -659307.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -659316.125000 Penalty: 2777.062744
	Iteration 13Q: 3 clusters Score -659316.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -659325.750000 Penalty: 2777.062744
	Iteration 14Q: 3 clusters Score -659325.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -659332.062500 Penalty: 2777.062744
	Iteration 15Q: 3 clusters Score -659332.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -659334.062500 Penalty: 2777.062744
	Iteration 16Q: 3 clusters Score -659334.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -659340.500000 Penalty: 2777.062744
	Iteration 17Q: 3 clusters Score -659340.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -659348.312500 Penalty: 2777.062744
	Iteration 18Q: 3 clusters Score -659348.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -659356.125000 Penalty: 2777.062744
	Iteration 19Q: 3 clusters Score -659356.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -659361.687500 Penalty: 2777.062744
	Iteration 20F: 3 clusters Score -659361.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -659367.750000 Penalty: 2777.062744
	Iteration 21Q: 3 clusters Score -659367.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -659376.187500 Penalty: 2777.062744
	Iteration 22Q: 3 clusters Score -659376.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -659389.562500 Penalty: 2777.062744
	Iteration 23Q: 3 clusters Score -659389.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -659404.687500 Penalty: 2777.062744
	Iteration 24Q: 3 clusters Score -659404.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -659418.250000 Penalty: 2777.062744
	Iteration 25Q: 3 clusters Score -659418.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -659434.625000 Penalty: 2777.062744
	Iteration 26Q: 3 clusters Score -659434.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -659453.312500 Penalty: 2777.062744
	Iteration 27Q: 3 clusters Score -659453.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -659474.375000 Penalty: 2777.062744
	Iteration 28Q: 3 clusters Score -659474.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -659500.687500 Penalty: 2777.062744
	Iteration 29Q: 3 clusters Score -659500.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -659535.875000 Penalty: 2777.062744
	Iteration 30Q: 3 clusters Score -659535.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -659584.000000 Penalty: 2777.062744
	Iteration 31Q: 3 clusters Score -659584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -659655.000000 Penalty: 2777.062744
	Iteration 32Q: 3 clusters Score -659655 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -659747.812500 Penalty: 2777.062744
	Iteration 33Q: 3 clusters Score -659747.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -659866.875000 Penalty: 2777.062744
	Iteration 34Q: 3 clusters Score -659866.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -660010.250000 Penalty: 2777.062744
	Iteration 35Q: 3 clusters Score -660010.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -660137.437500 Penalty: 2777.062744
	Iteration 36Q: 3 clusters Score -660137.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -660245.125000 Penalty: 2777.062744
	Iteration 37Q: 3 clusters Score -660245.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -660351.937500 Penalty: 2777.062744
	Iteration 38Q: 3 clusters Score -660351.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -660443.812500 Penalty: 2777.062744
	Iteration 39Q: 3 clusters Score -660443.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -660508.187500 Penalty: 2777.062744
	Iteration 40F: 3 clusters Score -660508.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -660565.687500 Penalty: 2777.062744
	Iteration 41Q: 3 clusters Score -660565.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -660630.437500 Penalty: 2777.062744
	Iteration 42Q: 3 clusters Score -660630.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -660677.687500 Penalty: 2777.062744
	Iteration 43Q: 3 clusters Score -660677.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -660706.687500 Penalty: 2777.062744
	Iteration 44Q: 3 clusters Score -660706.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -660720.187500 Penalty: 2777.062744
	Iteration 45Q: 3 clusters Score -660720.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -660730.250000 Penalty: 2777.062744
	Iteration 46Q: 3 clusters Score -660730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -660737.187500 Penalty: 2777.062744
	Iteration 47Q: 3 clusters Score -660737.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -660742.125000 Penalty: 2777.062744
	Iteration 48Q: 3 clusters Score -660742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -660745.312500 Penalty: 2777.062744
	Iteration 49Q: 3 clusters Score -660745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -660747.500000 Penalty: 2777.062744
	Iteration 50Q: 3 clusters Score -660747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -660749.750000 Penalty: 2777.062744
	Iteration 51Q: 3 clusters Score -660749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -660754.500000 Penalty: 2777.062744
	Iteration 52Q: 3 clusters Score -660754.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -660757.000000 Penalty: 2777.062744
	Iteration 53Q: 3 clusters Score -660757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -660757.750000 Penalty: 2777.062744
	Iteration 54Q: 3 clusters Score -660757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -660759.625000 Penalty: 2777.062744
	Iteration 55Q: 3 clusters Score -660759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -660761.437500 Penalty: 2777.062744
	Iteration 56Q: 3 clusters Score -660761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -660761.625000 Penalty: 2777.062744
	Iteration 57Q: 3 clusters Score -660761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -660761.625000 Penalty: 2777.062744
	Iteration 58F: 3 clusters Score -660761.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Entering Unmasked Estep 
Score: -1890204.500000 Penalty: 1564.709961
	Iteration 0F: 2 clusters Score -1890204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1879688.375000 Penalty: 3129.419922
	Iteration 0F: 3 clusters Score -1879688 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1883193.875000 Penalty: 3129.419922
	Iteration 1F: 3 clusters Score -1883194 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1883437.500000 Penalty: 3129.419922
	Iteration 2Q: 3 clusters Score -1883438 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1883628.875000 Penalty: 3129.419922
	Iteration 3Q: 3 clusters Score -1883629 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1883798.250000 Penalty: 3129.419922
	Iteration 4Q: 3 clusters Score -1883798 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1883956.000000 Penalty: 3129.419922
	Iteration 5Q: 3 clusters Score -1883956 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1884104.125000 Penalty: 3129.419922
	Iteration 6Q: 3 clusters Score -1884104 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1884317.250000 Penalty: 3129.419922
	Iteration 7Q: 3 clusters Score -1884317 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1884603.750000 Penalty: 3129.419922
	Iteration 8Q: 3 clusters Score -1884604 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1885000.875000 Penalty: 3129.419922
	Iteration 9Q: 3 clusters Score -1885001 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1885542.625000 Penalty: 3129.419922
	Iteration 10F: 3 clusters Score -1885543 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1886212.500000 Penalty: 3129.419922
	Iteration 11F: 3 clusters Score -1886212 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1886981.875000 Penalty: 3129.419922
	Iteration 12F: 3 clusters Score -1886982 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1887676.250000 Penalty: 3129.419922
	Iteration 13F: 3 clusters Score -1887676 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1888168.625000 Penalty: 3129.419922
	Iteration 14Q: 3 clusters Score -1888169 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1888469.125000 Penalty: 3129.419922
	Iteration 15Q: 3 clusters Score -1888469 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1888624.000000 Penalty: 3129.419922
	Iteration 16Q: 3 clusters Score -1888624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1888706.125000 Penalty: 3129.419922
	Iteration 17Q: 3 clusters Score -1888706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1888761.250000 Penalty: 3129.419922
	Iteration 18Q: 3 clusters Score -1888761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1888781.875000 Penalty: 3129.419922
	Iteration 19Q: 3 clusters Score -1888782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1888811.000000 Penalty: 3129.419922
	Iteration 20F: 3 clusters Score -1888811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1888825.750000 Penalty: 3129.419922
	Iteration 21Q: 3 clusters Score -1888826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1888829.375000 Penalty: 3129.419922
	Iteration 22Q: 3 clusters Score -1888829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1888836.625000 Penalty: 3129.419922
	Iteration 23Q: 3 clusters Score -1888837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1888838.750000 Penalty: 3129.419922
	Iteration 24Q: 3 clusters Score -1888839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1888843.500000 Penalty: 3129.419922
	Iteration 25Q: 3 clusters Score -1888844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1888847.750000 Penalty: 3129.419922
	Iteration 26Q: 3 clusters Score -1888848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1888847.750000 Penalty: 3129.419922
	Iteration 27F: 3 clusters Score -1888848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (78845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Entering Unmasked Estep 
Score: -9913083.000000 Penalty: 1832.226318
	Iteration 0F: 2 clusters Score -9913083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -9864559.000000 Penalty: 3664.452637
	Iteration 0F: 3 clusters Score -9864559 nChanged 37494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -9885918.000000 Penalty: 3664.452637
	Iteration 1F: 3 clusters Score -9885918 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -9886533.000000 Penalty: 3664.452637
	Iteration 2Q: 3 clusters Score -9886533 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -9887383.000000 Penalty: 3664.452637
	Iteration 3Q: 3 clusters Score -9887383 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -9889207.000000 Penalty: 3664.452637
	Iteration 4Q: 3 clusters Score -9889207 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -9892443.000000 Penalty: 3664.452637
	Iteration 5F: 3 clusters Score -9892443 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -9897880.000000 Penalty: 3664.452637
	Iteration 6F: 3 clusters Score -9897880 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -9904854.000000 Penalty: 3664.452637
	Iteration 7F: 3 clusters Score -9904854 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -9910082.000000 Penalty: 3664.452637
	Iteration 8F: 3 clusters Score -9910082 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -9911181.000000 Penalty: 3664.452637
	Iteration 9Q: 3 clusters Score -9911181 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -9911338.000000 Penalty: 3664.452637
	Iteration 10Q: 3 clusters Score -9911338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -9911420.000000 Penalty: 3664.452637
	Iteration 11Q: 3 clusters Score -9911420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -9911461.000000 Penalty: 3664.452637
	Iteration 12Q: 3 clusters Score -9911461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -9911481.000000 Penalty: 3664.452637
	Iteration 13Q: 3 clusters Score -9911481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -9911486.000000 Penalty: 3664.452637
	Iteration 14Q: 3 clusters Score -9911486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -9911503.000000 Penalty: 3664.452637
	Iteration 15Q: 3 clusters Score -9911503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -9911513.000000 Penalty: 3664.452637
	Iteration 16Q: 3 clusters Score -9911513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -9911508.000000 Penalty: 3664.452637
	Iteration 17Q: 3 clusters Score -9911508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -9911517.000000 Penalty: 3664.452637
	Iteration 18Q: 3 clusters Score -9911517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -9911516.000000 Penalty: 3664.452637
	Iteration 19Q: 3 clusters Score -9911516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78711 members 
Entering Unmasked Estep 
Score: -9911517.000000 Penalty: 3664.452637
	Iteration 20F: 3 clusters Score -9911517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -9911512.000000 Penalty: 3664.452637
	Iteration 21Q: 3 clusters Score -9911512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -9911522.000000 Penalty: 3664.452637
	Iteration 22Q: 3 clusters Score -9911522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -9911518.000000 Penalty: 3664.452637
	Iteration 23Q: 3 clusters Score -9911518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -9911515.000000 Penalty: 3664.452637
	Iteration 24Q: 3 clusters Score -9911515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -9911515.000000 Penalty: 3664.452637
	Iteration 25F: 3 clusters Score -9911515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Entering Unmasked Estep 
Score: -7879127.000000 Penalty: 1791.634399
	Iteration 0F: 2 clusters Score -7879127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -7840781.000000 Penalty: 3583.268799
	Iteration 0F: 3 clusters Score -7840781 nChanged 28962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -7857229.500000 Penalty: 3583.268799
	Iteration 1F: 3 clusters Score -7857230 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -7857988.500000 Penalty: 3583.268799
	Iteration 2Q: 3 clusters Score -7857988 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -7858956.000000 Penalty: 3583.268799
	Iteration 3Q: 3 clusters Score -7858956 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -7860457.500000 Penalty: 3583.268799
	Iteration 4Q: 3 clusters Score -7860458 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -7862590.500000 Penalty: 3583.268799
	Iteration 5F: 3 clusters Score -7862590 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -7865155.500000 Penalty: 3583.268799
	Iteration 6F: 3 clusters Score -7865156 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -7867914.500000 Penalty: 3583.268799
	Iteration 7F: 3 clusters Score -7867914 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -7870373.000000 Penalty: 3583.268799
	Iteration 8F: 3 clusters Score -7870373 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -7872193.500000 Penalty: 3583.268799
	Iteration 9Q: 3 clusters Score -7872194 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -7873234.500000 Penalty: 3583.268799
	Iteration 10Q: 3 clusters Score -7873234 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -7873809.500000 Penalty: 3583.268799
	Iteration 11Q: 3 clusters Score -7873810 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -7874075.000000 Penalty: 3583.268799
	Iteration 12Q: 3 clusters Score -7874075 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -7874233.000000 Penalty: 3583.268799
	Iteration 13Q: 3 clusters Score -7874233 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -7874323.000000 Penalty: 3583.268799
	Iteration 14Q: 3 clusters Score -7874323 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -7874401.500000 Penalty: 3583.268799
	Iteration 15Q: 3 clusters Score -7874402 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -7874444.000000 Penalty: 3583.268799
	Iteration 16Q: 3 clusters Score -7874444 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -7874483.000000 Penalty: 3583.268799
	Iteration 17Q: 3 clusters Score -7874483 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -7874531.500000 Penalty: 3583.268799
	Iteration 18Q: 3 clusters Score -7874532 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -7874579.500000 Penalty: 3583.268799
	Iteration 19Q: 3 clusters Score -7874580 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -7874616.500000 Penalty: 3583.268799
	Iteration 20F: 3 clusters Score -7874616 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -7874659.000000 Penalty: 3583.268799
	Iteration 21Q: 3 clusters Score -7874659 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -7874711.500000 Penalty: 3583.268799
	Iteration 22Q: 3 clusters Score -7874712 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -7874742.500000 Penalty: 3583.268799
	Iteration 23Q: 3 clusters Score -7874742 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -7874761.000000 Penalty: 3583.268799
	Iteration 24Q: 3 clusters Score -7874761 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -7874801.000000 Penalty: 3583.268799
	Iteration 25Q: 3 clusters Score -7874801 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -7874805.500000 Penalty: 3583.268799
	Iteration 26Q: 3 clusters Score -7874806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -7874846.500000 Penalty: 3583.268799
	Iteration 27Q: 3 clusters Score -7874846 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -7874873.000000 Penalty: 3583.268799
	Iteration 28Q: 3 clusters Score -7874873 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -7874877.500000 Penalty: 3583.268799
	Iteration 29Q: 3 clusters Score -7874878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -7874864.000000 Penalty: 3583.268799
	Iteration 30Q: 3 clusters Score -7874864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -7874912.500000 Penalty: 3583.268799
	Iteration 31Q: 3 clusters Score -7874912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7874936.500000 Penalty: 3583.268799
	Iteration 32Q: 3 clusters Score -7874936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -7874961.500000 Penalty: 3583.268799
	Iteration 33Q: 3 clusters Score -7874962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -7874981.000000 Penalty: 3583.268799
	Iteration 34Q: 3 clusters Score -7874981 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -7875014.000000 Penalty: 3583.268799
	Iteration 35Q: 3 clusters Score -7875014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -7874994.000000 Penalty: 3583.268799
	Iteration 36Q: 3 clusters Score -7874994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -7874989.000000 Penalty: 3583.268799
	Iteration 37Q: 3 clusters Score -7874989 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -7874993.500000 Penalty: 3583.268799
	Iteration 38Q: 3 clusters Score -7874994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -7875000.500000 Penalty: 3583.268799
	Iteration 39Q: 3 clusters Score -7875000 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -7874974.500000 Penalty: 3583.268799
	Iteration 40F: 3 clusters Score -7874974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -7874981.000000 Penalty: 3583.268799
	Iteration 41Q: 3 clusters Score -7874981 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -7874978.000000 Penalty: 3583.268799
	Iteration 42Q: 3 clusters Score -7874978 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -7874984.500000 Penalty: 3583.268799
	Iteration 43Q: 3 clusters Score -7874984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -7874978.000000 Penalty: 3583.268799
	Iteration 44Q: 3 clusters Score -7874978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -7874977.000000 Penalty: 3583.268799
	Iteration 45Q: 3 clusters Score -7874977 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -7874950.000000 Penalty: 3583.268799
	Iteration 46Q: 3 clusters Score -7874950 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -7874938.000000 Penalty: 3583.268799
	Iteration 47Q: 3 clusters Score -7874938 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -7874917.000000 Penalty: 3583.268799
	Iteration 48Q: 3 clusters Score -7874917 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -7874902.000000 Penalty: 3583.268799
	Iteration 49Q: 3 clusters Score -7874902 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -7874882.000000 Penalty: 3583.268799
	Iteration 50Q: 3 clusters Score -7874882 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -7874851.500000 Penalty: 3583.268799
	Iteration 51Q: 3 clusters Score -7874852 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -7874853.000000 Penalty: 3583.268799
	Iteration 52Q: 3 clusters Score -7874853 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -7874823.000000 Penalty: 3583.268799
	Iteration 53Q: 3 clusters Score -7874823 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -7874809.000000 Penalty: 3583.268799
	Iteration 54Q: 3 clusters Score -7874809 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -7874801.000000 Penalty: 3583.268799
	Iteration 55Q: 3 clusters Score -7874801 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -7874759.500000 Penalty: 3583.268799
	Iteration 56Q: 3 clusters Score -7874760 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -7874712.000000 Penalty: 3583.268799
	Iteration 57Q: 3 clusters Score -7874712 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7874659.000000 Penalty: 3583.268799
	Iteration 58Q: 3 clusters Score -7874659 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -7874613.500000 Penalty: 3583.268799
	Iteration 59Q: 3 clusters Score -7874614 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -7874604.000000 Penalty: 3583.268799
	Iteration 60F: 3 clusters Score -7874604 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -7874580.500000 Penalty: 3583.268799
	Iteration 61Q: 3 clusters Score -7874580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -7874561.500000 Penalty: 3583.268799
	Iteration 62Q: 3 clusters Score -7874562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -7874569.500000 Penalty: 3583.268799
	Iteration 63Q: 3 clusters Score -7874570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -7874519.000000 Penalty: 3583.268799
	Iteration 64Q: 3 clusters Score -7874519 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -7874479.000000 Penalty: 3583.268799
	Iteration 65Q: 3 clusters Score -7874479 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -7874466.500000 Penalty: 3583.268799
	Iteration 66Q: 3 clusters Score -7874466 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -7874423.000000 Penalty: 3583.268799
	Iteration 67Q: 3 clusters Score -7874423 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -7874400.000000 Penalty: 3583.268799
	Iteration 68Q: 3 clusters Score -7874400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -7874357.000000 Penalty: 3583.268799
	Iteration 69Q: 3 clusters Score -7874357 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7874310 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7874278 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7874248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7874208 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7874178 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7874126 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7874060 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7874028 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7873982 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7873940 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7873894 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7873832 nChanged 257
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7873794 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7873737 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7873704 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7873668 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7873599 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7873564 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7873551 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7873514 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7873474 nChanged 397
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7873413 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7873402 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7873431 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7873418 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7873412 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7873420 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7873537 nChanged 640
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7873557 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7873612 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7873654 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7873706 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7873780 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7873860 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7873877 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7873891 nChanged 382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7873932 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7873944 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7873952 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7873960 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7874005 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7874032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7874055 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7874056 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7874085 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7874080 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7874108 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7874123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7874132 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7874137 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7874160 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7874164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7874192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7874219 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7874265 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7874281 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7874303 nChanged 149
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Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7874320 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7874314 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7874364 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7874366 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7874390 nChanged 162
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Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -7874381.500000 Penalty: 3583.268799
	Iteration 132Q: 3 clusters Score -7874382 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7874386 nChanged 154
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Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7874382 nChanged 132
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Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7874398 nChanged 129
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Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7874412 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7874404 nChanged 132
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Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7874409 nChanged 104
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Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7874423 nChanged 72
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Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -7874422.000000 Penalty: 3583.268799
	Iteration 140F: 3 clusters Score -7874422 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7874433 nChanged 60
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Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7874422 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7874432 nChanged 59
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Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7874424 nChanged 68
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Mstep: Class 1 contains 26970 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7874445 nChanged 50
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Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 34431 members 
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	Iteration 146Q: 3 clusters Score -7874444 nChanged 55
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Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7874418 nChanged 43
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Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7874433 nChanged 38
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Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7874431 nChanged 30
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Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7874438 nChanged 34
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Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7874440 nChanged 26
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Mstep: Class 1 contains 27104 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7874430 nChanged 19
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Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7874428 nChanged 26
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Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7874434 nChanged 17
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	Iteration 155Q: 3 clusters Score -7874432 nChanged 14
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	Iteration 156Q: 3 clusters Score -7874434 nChanged 16
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	Iteration 157Q: 3 clusters Score -7874432 nChanged 14
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	Iteration 158Q: 3 clusters Score -7874431 nChanged 17
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	Iteration 159Q: 3 clusters Score -7874424 nChanged 20
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	Iteration 160F: 3 clusters Score -7874434 nChanged 22
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7874440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -7874427.000000 Penalty: 3583.268799
	Iteration 162Q: 3 clusters Score -7874427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -7874437.000000 Penalty: 3583.268799
	Iteration 163Q: 3 clusters Score -7874437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -7874434.500000 Penalty: 3583.268799
	Iteration 164Q: 3 clusters Score -7874434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -7874430.500000 Penalty: 3583.268799
	Iteration 165Q: 3 clusters Score -7874430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -7874440.000000 Penalty: 3583.268799
	Iteration 166Q: 3 clusters Score -7874440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -7874429.500000 Penalty: 3583.268799
	Iteration 167Q: 3 clusters Score -7874430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -7874436.000000 Penalty: 3583.268799
	Iteration 168Q: 3 clusters Score -7874436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -7874427.500000 Penalty: 3583.268799
	Iteration 169Q: 3 clusters Score -7874428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -7874431.000000 Penalty: 3583.268799
	Iteration 170Q: 3 clusters Score -7874431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -7874430.000000 Penalty: 3583.268799
	Iteration 171Q: 3 clusters Score -7874430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -7874426.500000 Penalty: 3583.268799
	Iteration 172Q: 3 clusters Score -7874426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -7874422.000000 Penalty: 3583.268799
	Iteration 173Q: 3 clusters Score -7874422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -7874431.000000 Penalty: 3583.268799
	Iteration 174Q: 3 clusters Score -7874431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -7874424.000000 Penalty: 3583.268799
	Iteration 175Q: 3 clusters Score -7874424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -7874431.500000 Penalty: 3583.268799
	Iteration 176Q: 3 clusters Score -7874432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -7874435.000000 Penalty: 3583.268799
	Iteration 177Q: 3 clusters Score -7874435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -7874435.000000 Penalty: 3583.268799
	Iteration 178Q: 3 clusters Score -7874435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -7874440.500000 Penalty: 3583.268799
	Iteration 179Q: 3 clusters Score -7874440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -7874440.500000 Penalty: 3583.268799
	Iteration 180F: 3 clusters Score -7874440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -7874443.500000 Penalty: 3583.268799
	Iteration 181Q: 3 clusters Score -7874444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -7874438.500000 Penalty: 3583.268799
	Iteration 182Q: 3 clusters Score -7874438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -7874441.500000 Penalty: 3583.268799
	Iteration 183Q: 3 clusters Score -7874442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -7874434.000000 Penalty: 3583.268799
	Iteration 184Q: 3 clusters Score -7874434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -7874434.000000 Penalty: 3583.268799
	Iteration 185Q: 3 clusters Score -7874434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -7874433.000000 Penalty: 3583.268799
	Iteration 186Q: 3 clusters Score -7874433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -7874431.500000 Penalty: 3583.268799
	Iteration 187Q: 3 clusters Score -7874432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -7874430.500000 Penalty: 3583.268799
	Iteration 188Q: 3 clusters Score -7874430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -7874437.000000 Penalty: 3583.268799
	Iteration 189Q: 3 clusters Score -7874437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -7874431.000000 Penalty: 3583.268799
	Iteration 190Q: 3 clusters Score -7874431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -7874437.500000 Penalty: 3583.268799
	Iteration 191Q: 3 clusters Score -7874438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -7874438.000000 Penalty: 3583.268799
	Iteration 192Q: 3 clusters Score -7874438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -7874446.000000 Penalty: 3583.268799
	Iteration 193Q: 3 clusters Score -7874446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -7874446.000000 Penalty: 3583.268799
	Iteration 194F: 3 clusters Score -7874446 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: -4772333.000000 Penalty: 1711.868164
	Iteration 0F: 2 clusters Score -4772333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -4747344.500000 Penalty: 3423.736328
	Iteration 0F: 3 clusters Score -4747344 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -4757332.000000 Penalty: 3423.736328
	Iteration 1F: 3 clusters Score -4757332 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4757951.000000 Penalty: 3423.736328
	Iteration 2Q: 3 clusters Score -4757951 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4758641.500000 Penalty: 3423.736328
	Iteration 3Q: 3 clusters Score -4758642 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -4759559.000000 Penalty: 3423.736328
	Iteration 4Q: 3 clusters Score -4759559 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4760641.500000 Penalty: 3423.736328
	Iteration 5F: 3 clusters Score -4760642 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4762118.500000 Penalty: 3423.736328
	Iteration 6F: 3 clusters Score -4762118 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4763794.000000 Penalty: 3423.736328
	Iteration 7F: 3 clusters Score -4763794 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -4765372.500000 Penalty: 3423.736328
	Iteration 8F: 3 clusters Score -4765372 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4766482.500000 Penalty: 3423.736328
	Iteration 9Q: 3 clusters Score -4766482 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -4767156.500000 Penalty: 3423.736328
	Iteration 10Q: 3 clusters Score -4767156 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -4767580.500000 Penalty: 3423.736328
	Iteration 11Q: 3 clusters Score -4767580 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -4767847.500000 Penalty: 3423.736328
	Iteration 12Q: 3 clusters Score -4767848 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4768048.500000 Penalty: 3423.736328
	Iteration 13Q: 3 clusters Score -4768048 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4768208.500000 Penalty: 3423.736328
	Iteration 14Q: 3 clusters Score -4768208 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4768370.500000 Penalty: 3423.736328
	Iteration 15Q: 3 clusters Score -4768370 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4768520.500000 Penalty: 3423.736328
	Iteration 16Q: 3 clusters Score -4768520 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4768624.500000 Penalty: 3423.736328
	Iteration 17Q: 3 clusters Score -4768624 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -4768766.500000 Penalty: 3423.736328
	Iteration 18Q: 3 clusters Score -4768766 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4768940.500000 Penalty: 3423.736328
	Iteration 19Q: 3 clusters Score -4768940 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4769109.000000 Penalty: 3423.736328
	Iteration 20F: 3 clusters Score -4769109 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4769307.500000 Penalty: 3423.736328
	Iteration 21Q: 3 clusters Score -4769308 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4769481.000000 Penalty: 3423.736328
	Iteration 22Q: 3 clusters Score -4769481 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4769659.500000 Penalty: 3423.736328
	Iteration 23Q: 3 clusters Score -4769660 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4769808.500000 Penalty: 3423.736328
	Iteration 24Q: 3 clusters Score -4769808 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4769965.000000 Penalty: 3423.736328
	Iteration 25Q: 3 clusters Score -4769965 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4770093.000000 Penalty: 3423.736328
	Iteration 26Q: 3 clusters Score -4770093 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4770184.500000 Penalty: 3423.736328
	Iteration 27Q: 3 clusters Score -4770184 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4770279.000000 Penalty: 3423.736328
	Iteration 28Q: 3 clusters Score -4770279 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4770356.000000 Penalty: 3423.736328
	Iteration 29Q: 3 clusters Score -4770356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4770446.500000 Penalty: 3423.736328
	Iteration 30Q: 3 clusters Score -4770446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4770516.500000 Penalty: 3423.736328
	Iteration 31Q: 3 clusters Score -4770516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4770572.000000 Penalty: 3423.736328
	Iteration 32Q: 3 clusters Score -4770572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -4770620.500000 Penalty: 3423.736328
	Iteration 33Q: 3 clusters Score -4770620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4770659.500000 Penalty: 3423.736328
	Iteration 34Q: 3 clusters Score -4770660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4770696.000000 Penalty: 3423.736328
	Iteration 35Q: 3 clusters Score -4770696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4770727.000000 Penalty: 3423.736328
	Iteration 36Q: 3 clusters Score -4770727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4770751.000000 Penalty: 3423.736328
	Iteration 37Q: 3 clusters Score -4770751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -4770768.000000 Penalty: 3423.736328
	Iteration 38Q: 3 clusters Score -4770768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4770785.000000 Penalty: 3423.736328
	Iteration 39Q: 3 clusters Score -4770785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -4770813.500000 Penalty: 3423.736328
	Iteration 40F: 3 clusters Score -4770814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4770832.000000 Penalty: 3423.736328
	Iteration 41Q: 3 clusters Score -4770832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4770845.500000 Penalty: 3423.736328
	Iteration 42Q: 3 clusters Score -4770846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4770855.000000 Penalty: 3423.736328
	Iteration 43Q: 3 clusters Score -4770855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -4770855.000000 Penalty: 3423.736328
	Iteration 44Q: 3 clusters Score -4770855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4770859.500000 Penalty: 3423.736328
	Iteration 45Q: 3 clusters Score -4770860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4770850.000000 Penalty: 3423.736328
	Iteration 46Q: 3 clusters Score -4770850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4770862.000000 Penalty: 3423.736328
	Iteration 47Q: 3 clusters Score -4770862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -4770865.000000 Penalty: 3423.736328
	Iteration 48Q: 3 clusters Score -4770865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4770871.000000 Penalty: 3423.736328
	Iteration 49Q: 3 clusters Score -4770871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4770869.500000 Penalty: 3423.736328
	Iteration 50Q: 3 clusters Score -4770870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4770868.500000 Penalty: 3423.736328
	Iteration 51Q: 3 clusters Score -4770868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -4770872.500000 Penalty: 3423.736328
	Iteration 52Q: 3 clusters Score -4770872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -4770871.000000 Penalty: 3423.736328
	Iteration 53Q: 3 clusters Score -4770871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4770868.500000 Penalty: 3423.736328
	Iteration 54Q: 3 clusters Score -4770868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4770866.500000 Penalty: 3423.736328
	Iteration 55Q: 3 clusters Score -4770866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4770866.500000 Penalty: 3423.736328
	Iteration 56F: 3 clusters Score -4770866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -14884.639648 Penalty: 849.183838
	Iteration 0F: 2 clusters Score -14884.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14282.092773 Penalty: 1698.367676
	Iteration 0F: 3 clusters Score -14282.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14464.929688 Penalty: 1698.367676
	Iteration 1F: 3 clusters Score -14464.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14510.070312 Penalty: 1698.367676
	Iteration 2Q: 3 clusters Score -14510.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14518.410156 Penalty: 1698.367676
	Iteration 3Q: 3 clusters Score -14518.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14520.680664 Penalty: 1698.367676
	Iteration 4Q: 3 clusters Score -14520.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14520.680664 Penalty: 1698.367676
	Iteration 5F: 3 clusters Score -14520.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 47274 members 
Mstep: Class 4 contains 71574 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 9 contains 75299 members 
Mstep: Class 11 contains 8368 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 15199 members 
Mstep: Class 15 contains 78845 members 
Mstep: Class 18 contains 61417 members 
Mstep: Class 21 contains 37593 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65775548.000000 Penalty: 34249.644531
Iteration 79Q: 17 clusters Score -6.577555e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 11508 members 
Mstep: Class 3 contains 47789 members 
Mstep: Class 4 contains 70254 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 16972 members 
Mstep: Class 9 contains 77956 members 
Mstep: Class 11 contains 8433 members 
Mstep: Class 12 contains 5026 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 15 contains 77973 members 
Mstep: Class 18 contains 61305 members 
Mstep: Class 21 contains 37519 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65779264.000000 Penalty: 34249.644531
Iteration 80F: 17 clusters Score -6.577926e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 11497 members 
Mstep: Class 3 contains 48796 members 
Mstep: Class 4 contains 68947 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 4100 members 
Mstep: Class 7 contains 6803 members 
Mstep: Class 8 contains 20131 members 
Mstep: Class 9 contains 79131 members 
Mstep: Class 11 contains 8521 members 
Mstep: Class 12 contains 5021 members 
Mstep: Class 13 contains 15212 members 
Mstep: Class 15 contains 77002 members 
Mstep: Class 18 contains 58385 members 
Mstep: Class 21 contains 37344 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65781316.000000 Penalty: 34249.644531
Iteration 81Q: 17 clusters Score -6.578132e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 11486 members 
Mstep: Class 3 contains 49970 members 
Mstep: Class 4 contains 68091 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 6728 members 
Mstep: Class 8 contains 22337 members 
Mstep: Class 9 contains 79746 members 
Mstep: Class 11 contains 8640 members 
Mstep: Class 12 contains 5051 members 
Mstep: Class 13 contains 15195 members 
Mstep: Class 15 contains 76684 members 
Mstep: Class 18 contains 55608 members 
Mstep: Class 21 contains 37206 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65782656.000000 Penalty: 34249.644531
Iteration 82Q: 17 clusters Score -6.578266e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 51174 members 
Mstep: Class 4 contains 67457 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 24185 members 
Mstep: Class 9 contains 80046 members 
Mstep: Class 11 contains 8754 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 13 contains 15177 members 
Mstep: Class 15 contains 76672 members 
Mstep: Class 18 contains 52902 members 
Mstep: Class 21 contains 37081 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65783720.000000 Penalty: 34249.644531
Iteration 83Q: 17 clusters Score -6.578372e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83682 members 
Mstep: Class 2 contains 11479 members 
Mstep: Class 3 contains 52387 members 
Mstep: Class 4 contains 66919 members 
Mstep: Class 5 contains 985 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 6598 members 
Mstep: Class 8 contains 25907 members 
Mstep: Class 9 contains 80227 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 15199 members 
Mstep: Class 15 contains 76762 members 
Mstep: Class 18 contains 50187 members 
Mstep: Class 21 contains 36977 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65784508.000000 Penalty: 34249.644531
Iteration 84Q: 17 clusters Score -6.578451e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 53673 members 
Mstep: Class 4 contains 66466 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 4506 members 
Mstep: Class 7 contains 6537 members 
Mstep: Class 8 contains 27539 members 
Mstep: Class 9 contains 80384 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 5222 members 
Mstep: Class 13 contains 15220 members 
Mstep: Class 15 contains 76844 members 
Mstep: Class 18 contains 47383 members 
Mstep: Class 21 contains 36901 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65785388.000000 Penalty: 34249.644531
Iteration 85Q: 17 clusters Score -6.578539e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 54932 members 
Mstep: Class 4 contains 66048 members 
Mstep: Class 5 contains 990 members 
Mstep: Class 6 contains 4576 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 29019 members 
Mstep: Class 9 contains 80468 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 15246 members 
Mstep: Class 15 contains 76988 members 
Mstep: Class 18 contains 44732 members 
Mstep: Class 21 contains 36848 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786148.000000 Penalty: 34249.644531
Iteration 86Q: 17 clusters Score -6.578615e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 11469 members 
Mstep: Class 3 contains 56207 members 
Mstep: Class 4 contains 65658 members 
Mstep: Class 5 contains 993 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 6420 members 
Mstep: Class 8 contains 30301 members 
Mstep: Class 9 contains 80543 members 
Mstep: Class 11 contains 9110 members 
Mstep: Class 12 contains 5324 members 
Mstep: Class 13 contains 15282 members 
Mstep: Class 15 contains 77093 members 
Mstep: Class 18 contains 42266 members 
Mstep: Class 21 contains 36788 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65786908.000000 Penalty: 34249.644531
Iteration 87Q: 17 clusters Score -6.578691e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 57518 members 
Mstep: Class 4 contains 65288 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 6 contains 4701 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 31373 members 
Mstep: Class 9 contains 80628 members 
Mstep: Class 11 contains 9175 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 15303 members 
Mstep: Class 15 contains 77209 members 
Mstep: Class 18 contains 39985 members 
Mstep: Class 21 contains 36696 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65787704.000000 Penalty: 34249.644531
Iteration 88Q: 17 clusters Score -6.57877e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 58887 members 
Mstep: Class 4 contains 64884 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 32291 members 
Mstep: Class 9 contains 80701 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 15318 members 
Mstep: Class 15 contains 77328 members 
Mstep: Class 18 contains 37876 members 
Mstep: Class 21 contains 36593 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788172.000000 Penalty: 34249.644531
Iteration 89Q: 17 clusters Score -6.578817e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 11462 members 
Mstep: Class 3 contains 60108 members 
Mstep: Class 4 contains 64542 members 
Mstep: Class 5 contains 999 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 6275 members 
Mstep: Class 8 contains 32988 members 
Mstep: Class 9 contains 80804 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 5468 members 
Mstep: Class 13 contains 15341 members 
Mstep: Class 15 contains 77416 members 
Mstep: Class 18 contains 36079 members 
Mstep: Class 21 contains 36463 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788496.000000 Penalty: 34249.644531
Iteration 90Q: 17 clusters Score -6.57885e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83687 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 61287 members 
Mstep: Class 4 contains 64242 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 33458 members 
Mstep: Class 9 contains 80919 members 
Mstep: Class 11 contains 9355 members 
Mstep: Class 12 contains 5499 members 
Mstep: Class 13 contains 15362 members 
Mstep: Class 15 contains 77485 members 
Mstep: Class 18 contains 34558 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65788880.000000 Penalty: 34249.644531
Iteration 91Q: 17 clusters Score -6.578888e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 11495 members 
Mstep: Class 3 contains 62376 members 
Mstep: Class 4 contains 63956 members 
Mstep: Class 5 contains 1005 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 6211 members 
Mstep: Class 8 contains 33780 members 
Mstep: Class 9 contains 80982 members 
Mstep: Class 11 contains 9438 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 15385 members 
Mstep: Class 15 contains 77564 members 
Mstep: Class 18 contains 33257 members 
Mstep: Class 21 contains 36207 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789276.000000 Penalty: 34249.644531
Iteration 92Q: 17 clusters Score -6.578928e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83682 members 
Mstep: Class 2 contains 11505 members 
Mstep: Class 3 contains 63305 members 
Mstep: Class 4 contains 63704 members 
Mstep: Class 5 contains 1007 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 7 contains 6191 members 
Mstep: Class 8 contains 33976 members 
Mstep: Class 9 contains 81016 members 
Mstep: Class 11 contains 9535 members 
Mstep: Class 12 contains 5558 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 15 contains 77623 members 
Mstep: Class 18 contains 32258 members 
Mstep: Class 21 contains 36082 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789404.000000 Penalty: 34249.644531
Iteration 93Q: 17 clusters Score -6.57894e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83685 members 
Mstep: Class 2 contains 11513 members 
Mstep: Class 3 contains 64112 members 
Mstep: Class 4 contains 63489 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 4941 members 
Mstep: Class 7 contains 6177 members 
Mstep: Class 8 contains 34141 members 
Mstep: Class 9 contains 81054 members 
Mstep: Class 11 contains 9615 members 
Mstep: Class 12 contains 5580 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 15 contains 77659 members 
Mstep: Class 18 contains 31397 members 
Mstep: Class 21 contains 35971 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789312.000000 Penalty: 34249.644531
Iteration 94Q: 17 clusters Score -6.578931e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 11514 members 
Mstep: Class 3 contains 64770 members 
Mstep: Class 4 contains 63317 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 4970 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 34316 members 
Mstep: Class 9 contains 81074 members 
Mstep: Class 11 contains 9693 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 15 contains 77688 members 
Mstep: Class 18 contains 30655 members 
Mstep: Class 21 contains 35877 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789308.000000 Penalty: 34249.644531
Iteration 95Q: 17 clusters Score -6.578931e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 65332 members 
Mstep: Class 4 contains 63151 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 6149 members 
Mstep: Class 8 contains 34498 members 
Mstep: Class 9 contains 81109 members 
Mstep: Class 11 contains 9763 members 
Mstep: Class 12 contains 5610 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 15 contains 77669 members 
Mstep: Class 18 contains 29990 members 
Mstep: Class 21 contains 35814 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789592.000000 Penalty: 34249.644531
Iteration 96Q: 17 clusters Score -6.578959e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83736 members 
Mstep: Class 2 contains 11500 members 
Mstep: Class 3 contains 65768 members 
Mstep: Class 4 contains 63003 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5028 members 
Mstep: Class 7 contains 6131 members 
Mstep: Class 8 contains 34686 members 
Mstep: Class 9 contains 81128 members 
Mstep: Class 11 contains 9833 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 15429 members 
Mstep: Class 15 contains 77665 members 
Mstep: Class 18 contains 29422 members 
Mstep: Class 21 contains 35777 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789560.000000 Penalty: 34249.644531
Iteration 97Q: 17 clusters Score -6.578956e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 11495 members 
Mstep: Class 3 contains 66118 members 
Mstep: Class 4 contains 62867 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5048 members 
Mstep: Class 7 contains 6108 members 
Mstep: Class 8 contains 34859 members 
Mstep: Class 9 contains 81144 members 
Mstep: Class 11 contains 9897 members 
Mstep: Class 12 contains 5636 members 
Mstep: Class 13 contains 15445 members 
Mstep: Class 15 contains 77668 members 
Mstep: Class 18 contains 28943 members 
Mstep: Class 21 contains 35737 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789652.000000 Penalty: 34249.644531
Iteration 98Q: 17 clusters Score -6.578965e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 11493 members 
Mstep: Class 3 contains 66438 members 
Mstep: Class 4 contains 62732 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 5074 members 
Mstep: Class 7 contains 6082 members 
Mstep: Class 8 contains 35029 members 
Mstep: Class 9 contains 81143 members 
Mstep: Class 11 contains 9964 members 
Mstep: Class 12 contains 5641 members 
Mstep: Class 13 contains 15459 members 
Mstep: Class 15 contains 77681 members 
Mstep: Class 18 contains 28521 members 
Mstep: Class 21 contains 35696 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789716.000000 Penalty: 34249.644531
Iteration 99Q: 17 clusters Score -6.578972e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 66735 members 
Mstep: Class 4 contains 62613 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 5094 members 
Mstep: Class 7 contains 6062 members 
Mstep: Class 8 contains 35188 members 
Mstep: Class 9 contains 81163 members 
Mstep: Class 11 contains 10019 members 
Mstep: Class 12 contains 5649 members 
Mstep: Class 13 contains 15468 members 
Mstep: Class 15 contains 77687 members 
Mstep: Class 18 contains 28122 members 
Mstep: Class 21 contains 35647 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789944.000000 Penalty: 34249.644531
Iteration 100F: 17 clusters Score -6.578994e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 11487 members 
Mstep: Class 3 contains 67076 members 
Mstep: Class 4 contains 62486 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5120 members 
Mstep: Class 7 contains 6045 members 
Mstep: Class 8 contains 35543 members 
Mstep: Class 9 contains 81184 members 
Mstep: Class 11 contains 10075 members 
Mstep: Class 12 contains 5661 members 
Mstep: Class 13 contains 15473 members 
Mstep: Class 15 contains 77656 members 
Mstep: Class 18 contains 27497 members 
Mstep: Class 21 contains 35613 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789968.000000 Penalty: 34249.644531
Iteration 101Q: 17 clusters Score -6.578997e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 11484 members 
Mstep: Class 3 contains 67359 members 
Mstep: Class 4 contains 62352 members 
Mstep: Class 5 contains 1008 members 
Mstep: Class 6 contains 5143 members 
Mstep: Class 7 contains 6026 members 
Mstep: Class 8 contains 35936 members 
Mstep: Class 9 contains 81199 members 
Mstep: Class 11 contains 10145 members 
Mstep: Class 12 contains 5665 members 
Mstep: Class 13 contains 15476 members 
Mstep: Class 15 contains 77644 members 
Mstep: Class 18 contains 26877 members 
Mstep: Class 21 contains 35595 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789860.000000 Penalty: 34249.644531
Iteration 102Q: 17 clusters Score -6.578986e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 11487 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 62230 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5164 members 
Mstep: Class 7 contains 6008 members 
Mstep: Class 8 contains 36354 members 
Mstep: Class 9 contains 81185 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 15486 members 
Mstep: Class 15 contains 77626 members 
Mstep: Class 18 contains 26287 members 
Mstep: Class 21 contains 35587 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789948.000000 Penalty: 34249.644531
Iteration 103Q: 17 clusters Score -6.578995e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 67747 members 
Mstep: Class 4 contains 62133 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5182 members 
Mstep: Class 7 contains 5997 members 
Mstep: Class 8 contains 36755 members 
Mstep: Class 9 contains 81181 members 
Mstep: Class 11 contains 10252 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 15 contains 77651 members 
Mstep: Class 18 contains 25695 members 
Mstep: Class 21 contains 35599 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789828.000000 Penalty: 34249.644531
Iteration 104Q: 17 clusters Score -6.578983e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 11494 members 
Mstep: Class 3 contains 67886 members 
Mstep: Class 4 contains 62045 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 37175 members 
Mstep: Class 9 contains 81156 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 15 contains 77690 members 
Mstep: Class 18 contains 25100 members 
Mstep: Class 21 contains 35613 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65789752.000000 Penalty: 34249.644531
Iteration 105Q: 17 clusters Score -6.578975e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 11502 members 
Mstep: Class 3 contains 68013 members 
Mstep: Class 4 contains 61991 members 
Mstep: Class 5 contains 1011 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5978 members 
Mstep: Class 8 contains 37579 members 
Mstep: Class 9 contains 81137 members 
Mstep: Class 11 contains 10329 members 
Mstep: Class 12 contains 5714 members 
Mstep: Class 13 contains 15486 members 
Mstep: Class 15 contains 77709 members 
Mstep: Class 18 contains 24538 members 
Mstep: Class 21 contains 35627 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790024.000000 Penalty: 34249.644531
Iteration 106Q: 17 clusters Score -6.579002e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 11504 members 
Mstep: Class 3 contains 68126 members 
Mstep: Class 4 contains 61934 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 5247 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 8 contains 38017 members 
Mstep: Class 9 contains 81090 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 5729 members 
Mstep: Class 13 contains 15485 members 
Mstep: Class 15 contains 77692 members 
Mstep: Class 18 contains 24012 members 
Mstep: Class 21 contains 35636 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790004.000000 Penalty: 34249.644531
Iteration 107Q: 17 clusters Score -6.579e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 11504 members 
Mstep: Class 3 contains 68191 members 
Mstep: Class 4 contains 61897 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 5952 members 
Mstep: Class 8 contains 38463 members 
Mstep: Class 9 contains 81052 members 
Mstep: Class 11 contains 10412 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 15490 members 
Mstep: Class 15 contains 77677 members 
Mstep: Class 18 contains 23494 members 
Mstep: Class 21 contains 35652 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790004.000000 Penalty: 34249.644531
Iteration 108Q: 17 clusters Score -6.579e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 68259 members 
Mstep: Class 4 contains 61860 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 5937 members 
Mstep: Class 8 contains 38914 members 
Mstep: Class 9 contains 81034 members 
Mstep: Class 11 contains 10451 members 
Mstep: Class 12 contains 5767 members 
Mstep: Class 13 contains 15496 members 
Mstep: Class 15 contains 77653 members 
Mstep: Class 18 contains 22940 members 
Mstep: Class 21 contains 35678 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790180.000000 Penalty: 34249.644531
Iteration 109Q: 17 clusters Score -6.579018e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 11521 members 
Mstep: Class 3 contains 68317 members 
Mstep: Class 4 contains 61842 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 5297 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 39365 members 
Mstep: Class 9 contains 80987 members 
Mstep: Class 11 contains 10472 members 
Mstep: Class 12 contains 5781 members 
Mstep: Class 13 contains 15497 members 
Mstep: Class 15 contains 77669 members 
Mstep: Class 18 contains 22402 members 
Mstep: Class 21 contains 35700 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790292.000000 Penalty: 34249.644531
Iteration 110Q: 17 clusters Score -6.579029e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 11524 members 
Mstep: Class 3 contains 68380 members 
Mstep: Class 4 contains 61796 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 5308 members 
Mstep: Class 7 contains 5919 members 
Mstep: Class 8 contains 39803 members 
Mstep: Class 9 contains 80946 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 5785 members 
Mstep: Class 13 contains 15493 members 
Mstep: Class 15 contains 77674 members 
Mstep: Class 18 contains 21921 members 
Mstep: Class 21 contains 35728 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790360.000000 Penalty: 34249.644531
Iteration 111Q: 17 clusters Score -6.579036e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 68443 members 
Mstep: Class 4 contains 61766 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 5913 members 
Mstep: Class 8 contains 40228 members 
Mstep: Class 9 contains 80903 members 
Mstep: Class 11 contains 10522 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 15487 members 
Mstep: Class 15 contains 77653 members 
Mstep: Class 18 contains 21469 members 
Mstep: Class 21 contains 35753 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790312.000000 Penalty: 34249.644531
Iteration 112Q: 17 clusters Score -6.579031e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 68504 members 
Mstep: Class 4 contains 61733 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 5909 members 
Mstep: Class 8 contains 40652 members 
Mstep: Class 9 contains 80821 members 
Mstep: Class 11 contains 10547 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 15484 members 
Mstep: Class 15 contains 77642 members 
Mstep: Class 18 contains 21048 members 
Mstep: Class 21 contains 35774 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790280.000000 Penalty: 34249.644531
Iteration 113Q: 17 clusters Score -6.579028e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 68568 members 
Mstep: Class 4 contains 61692 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 5905 members 
Mstep: Class 8 contains 41125 members 
Mstep: Class 9 contains 80751 members 
Mstep: Class 11 contains 10570 members 
Mstep: Class 12 contains 5790 members 
Mstep: Class 13 contains 15479 members 
Mstep: Class 15 contains 77626 members 
Mstep: Class 18 contains 20569 members 
Mstep: Class 21 contains 35802 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790348.000000 Penalty: 34249.644531
Iteration 114Q: 17 clusters Score -6.579035e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 11529 members 
Mstep: Class 3 contains 68637 members 
Mstep: Class 4 contains 61629 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 5371 members 
Mstep: Class 7 contains 5901 members 
Mstep: Class 8 contains 41607 members 
Mstep: Class 9 contains 80695 members 
Mstep: Class 11 contains 10597 members 
Mstep: Class 12 contains 5788 members 
Mstep: Class 13 contains 15476 members 
Mstep: Class 15 contains 77627 members 
Mstep: Class 18 contains 20076 members 
Mstep: Class 21 contains 35814 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790564.000000 Penalty: 34249.644531
Iteration 115Q: 17 clusters Score -6.579056e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 11524 members 
Mstep: Class 3 contains 68676 members 
Mstep: Class 4 contains 61568 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 5376 members 
Mstep: Class 7 contains 5896 members 
Mstep: Class 8 contains 42116 members 
Mstep: Class 9 contains 80637 members 
Mstep: Class 11 contains 10623 members 
Mstep: Class 12 contains 5786 members 
Mstep: Class 13 contains 15483 members 
Mstep: Class 15 contains 77609 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 21 contains 35838 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790416.000000 Penalty: 34249.644531
Iteration 116Q: 17 clusters Score -6.579042e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 11523 members 
Mstep: Class 3 contains 68711 members 
Mstep: Class 4 contains 61508 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 7 contains 5889 members 
Mstep: Class 8 contains 42628 members 
Mstep: Class 9 contains 80591 members 
Mstep: Class 11 contains 10656 members 
Mstep: Class 12 contains 5791 members 
Mstep: Class 13 contains 15484 members 
Mstep: Class 15 contains 77572 members 
Mstep: Class 18 contains 19097 members 
Mstep: Class 21 contains 35857 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790312.000000 Penalty: 34249.644531
Iteration 117Q: 17 clusters Score -6.579031e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 11521 members 
Mstep: Class 3 contains 68720 members 
Mstep: Class 4 contains 61473 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 5880 members 
Mstep: Class 8 contains 43139 members 
Mstep: Class 9 contains 80562 members 
Mstep: Class 11 contains 10687 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 15 contains 77510 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 21 contains 35879 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65790416.000000 Penalty: 34249.644531
Iteration 118Q: 17 clusters Score -6.579042e+07 nChanged 989
Entering ConstructFrom: 
Score: -65790416.000000 Penalty: 34249.644531
Entering ConstructFrom: 
Trying to split cluster 1 (84056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Entering Unmasked Estep 
Score: -10758258.000000 Penalty: 1842.626221
	Iteration 0F: 2 clusters Score -1.075826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -10708305.000000 Penalty: 3685.252441
	Iteration 0F: 3 clusters Score -1.07083e+07 nChanged 40122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -10731094.000000 Penalty: 3685.252441
	Iteration 1F: 3 clusters Score -1.073109e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -10731696.000000 Penalty: 3685.252441
	Iteration 2Q: 3 clusters Score -1.07317e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -10732540.000000 Penalty: 3685.252441
	Iteration 3Q: 3 clusters Score -1.073254e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -10733720.000000 Penalty: 3685.252441
	Iteration 4Q: 3 clusters Score -1.073372e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -10735596.000000 Penalty: 3685.252441
	Iteration 5F: 3 clusters Score -1.07356e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -10738943.000000 Penalty: 3685.252441
	Iteration 6F: 3 clusters Score -1.073894e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -10743436.000000 Penalty: 3685.252441
	Iteration 7F: 3 clusters Score -1.074344e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -10749239.000000 Penalty: 3685.252441
	Iteration 8F: 3 clusters Score -1.074924e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -10753210.000000 Penalty: 3685.252441
	Iteration 9F: 3 clusters Score -1.075321e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -10755127.000000 Penalty: 3685.252441
	Iteration 10Q: 3 clusters Score -1.075513e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -10755998.000000 Penalty: 3685.252441
	Iteration 11Q: 3 clusters Score -1.0756e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -10756338.000000 Penalty: 3685.252441
	Iteration 12Q: 3 clusters Score -1.075634e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -10756526.000000 Penalty: 3685.252441
	Iteration 13Q: 3 clusters Score -1.075653e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -10756634.000000 Penalty: 3685.252441
	Iteration 14Q: 3 clusters Score -1.075663e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -10756700.000000 Penalty: 3685.252441
	Iteration 15Q: 3 clusters Score -1.07567e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -10756711.000000 Penalty: 3685.252441
	Iteration 16Q: 3 clusters Score -1.075671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -10756752.000000 Penalty: 3685.252441
	Iteration 17Q: 3 clusters Score -1.075675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -10756776.000000 Penalty: 3685.252441
	Iteration 18Q: 3 clusters Score -1.075678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -10756792.000000 Penalty: 3685.252441
	Iteration 19Q: 3 clusters Score -1.075679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -10756797.000000 Penalty: 3685.252441
	Iteration 20F: 3 clusters Score -1.07568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -10756800.000000 Penalty: 3685.252441
	Iteration 21Q: 3 clusters Score -1.07568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -10756804.000000 Penalty: 3685.252441
	Iteration 22Q: 3 clusters Score -1.07568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -10756815.000000 Penalty: 3685.252441
	Iteration 23Q: 3 clusters Score -1.075682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -10756814.000000 Penalty: 3685.252441
	Iteration 24Q: 3 clusters Score -1.075681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -10756826.000000 Penalty: 3685.252441
	Iteration 25Q: 3 clusters Score -1.075683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -10756823.000000 Penalty: 3685.252441
	Iteration 26Q: 3 clusters Score -1.075682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -10756823.000000 Penalty: 3685.252441
	Iteration 27F: 3 clusters Score -1.075682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Entering Unmasked Estep 
Score: -1485253.250000 Penalty: 1519.786865
	Iteration 0F: 2 clusters Score -1485253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1477044.000000 Penalty: 3039.573730
	Iteration 0F: 3 clusters Score -1477044 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1479761.125000 Penalty: 3039.573730
	Iteration 1F: 3 clusters Score -1479761 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1480021.375000 Penalty: 3039.573730
	Iteration 2F: 3 clusters Score -1480021 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1480244.375000 Penalty: 3039.573730
	Iteration 3Q: 3 clusters Score -1480244 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1480447.125000 Penalty: 3039.573730
	Iteration 4Q: 3 clusters Score -1480447 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1480650.000000 Penalty: 3039.573730
	Iteration 5Q: 3 clusters Score -1480650 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1480912.750000 Penalty: 3039.573730
	Iteration 6Q: 3 clusters Score -1480913 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1481221.875000 Penalty: 3039.573730
	Iteration 7Q: 3 clusters Score -1481222 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1481598.250000 Penalty: 3039.573730
	Iteration 8Q: 3 clusters Score -1481598 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1482007.625000 Penalty: 3039.573730
	Iteration 9Q: 3 clusters Score -1482008 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1482429.875000 Penalty: 3039.573730
	Iteration 10Q: 3 clusters Score -1482430 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1482800.125000 Penalty: 3039.573730
	Iteration 11Q: 3 clusters Score -1482800 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1483067.625000 Penalty: 3039.573730
	Iteration 12Q: 3 clusters Score -1483068 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1483279.625000 Penalty: 3039.573730
	Iteration 13Q: 3 clusters Score -1483280 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1483440.750000 Penalty: 3039.573730
	Iteration 14Q: 3 clusters Score -1483441 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1483568.125000 Penalty: 3039.573730
	Iteration 15Q: 3 clusters Score -1483568 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1483662.375000 Penalty: 3039.573730
	Iteration 16Q: 3 clusters Score -1483662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1483724.750000 Penalty: 3039.573730
	Iteration 17Q: 3 clusters Score -1483725 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1483782.125000 Penalty: 3039.573730
	Iteration 18Q: 3 clusters Score -1483782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1483817.250000 Penalty: 3039.573730
	Iteration 19Q: 3 clusters Score -1483817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1483844.750000 Penalty: 3039.573730
	Iteration 20F: 3 clusters Score -1483845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1483871.000000 Penalty: 3039.573730
	Iteration 21Q: 3 clusters Score -1483871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1483891.875000 Penalty: 3039.573730
	Iteration 22Q: 3 clusters Score -1483892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1483905.375000 Penalty: 3039.573730
	Iteration 23Q: 3 clusters Score -1483905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1483910.500000 Penalty: 3039.573730
	Iteration 24Q: 3 clusters Score -1483910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1483916.625000 Penalty: 3039.573730
	Iteration 25Q: 3 clusters Score -1483917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1483921.625000 Penalty: 3039.573730
	Iteration 26Q: 3 clusters Score -1483922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1483925.500000 Penalty: 3039.573730
	Iteration 27Q: 3 clusters Score -1483926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1483924.750000 Penalty: 3039.573730
	Iteration 28Q: 3 clusters Score -1483925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1483929.625000 Penalty: 3039.573730
	Iteration 29Q: 3 clusters Score -1483930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1483933.625000 Penalty: 3039.573730
	Iteration 30Q: 3 clusters Score -1483934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1483934.000000 Penalty: 3039.573730
	Iteration 31Q: 3 clusters Score -1483934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1483934.625000 Penalty: 3039.573730
	Iteration 32Q: 3 clusters Score -1483935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1483935.375000 Penalty: 3039.573730
	Iteration 33Q: 3 clusters Score -1483935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1483935.375000 Penalty: 3039.573730
	Iteration 34F: 3 clusters Score -1483935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Entering Unmasked Estep 
Score: -8821636.000000 Penalty: 1810.026489
	Iteration 0F: 2 clusters Score -8821636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -8777484.000000 Penalty: 3620.052979
	Iteration 0F: 3 clusters Score -8777484 nChanged 32676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -8795849.000000 Penalty: 3620.052979
	Iteration 1F: 3 clusters Score -8795849 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -8796395.000000 Penalty: 3620.052979
	Iteration 2Q: 3 clusters Score -8796395 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -8797158.000000 Penalty: 3620.052979
	Iteration 3Q: 3 clusters Score -8797158 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -8798215.000000 Penalty: 3620.052979
	Iteration 4Q: 3 clusters Score -8798215 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -8799837.000000 Penalty: 3620.052979
	Iteration 5F: 3 clusters Score -8799837 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -8802406.000000 Penalty: 3620.052979
	Iteration 6F: 3 clusters Score -8802406 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -8805909.000000 Penalty: 3620.052979
	Iteration 7F: 3 clusters Score -8805909 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -8809437.000000 Penalty: 3620.052979
	Iteration 8F: 3 clusters Score -8809437 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -8811677.000000 Penalty: 3620.052979
	Iteration 9F: 3 clusters Score -8811677 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -8812550.000000 Penalty: 3620.052979
	Iteration 10Q: 3 clusters Score -8812550 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -8812989.000000 Penalty: 3620.052979
	Iteration 11Q: 3 clusters Score -8812989 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -8813195.000000 Penalty: 3620.052979
	Iteration 12Q: 3 clusters Score -8813195 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -8813343.000000 Penalty: 3620.052979
	Iteration 13Q: 3 clusters Score -8813343 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -8813435.000000 Penalty: 3620.052979
	Iteration 14Q: 3 clusters Score -8813435 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -8813501.000000 Penalty: 3620.052979
	Iteration 15Q: 3 clusters Score -8813501 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -8813546.000000 Penalty: 3620.052979
	Iteration 16Q: 3 clusters Score -8813546 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -8813624.000000 Penalty: 3620.052979
	Iteration 17Q: 3 clusters Score -8813624 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -8813662.000000 Penalty: 3620.052979
	Iteration 18Q: 3 clusters Score -8813662 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -8813673.000000 Penalty: 3620.052979
	Iteration 19Q: 3 clusters Score -8813673 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -8813658.000000 Penalty: 3620.052979
	Iteration 20F: 3 clusters Score -8813658 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -8813678.000000 Penalty: 3620.052979
	Iteration 21Q: 3 clusters Score -8813678 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -8813662.000000 Penalty: 3620.052979
	Iteration 22Q: 3 clusters Score -8813662 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -8813673.000000 Penalty: 3620.052979
	Iteration 23Q: 3 clusters Score -8813673 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -8813653.000000 Penalty: 3620.052979
	Iteration 24Q: 3 clusters Score -8813653 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -8813621.000000 Penalty: 3620.052979
	Iteration 25Q: 3 clusters Score -8813621 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -8813609.000000 Penalty: 3620.052979
	Iteration 26Q: 3 clusters Score -8813609 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -8813608.000000 Penalty: 3620.052979
	Iteration 27Q: 3 clusters Score -8813608 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -8813611.000000 Penalty: 3620.052979
	Iteration 28Q: 3 clusters Score -8813611 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -8813618.000000 Penalty: 3620.052979
	Iteration 29Q: 3 clusters Score -8813618 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -8813607.000000 Penalty: 3620.052979
	Iteration 30Q: 3 clusters Score -8813607 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -8813644.000000 Penalty: 3620.052979
	Iteration 31Q: 3 clusters Score -8813644 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -8813617.000000 Penalty: 3620.052979
	Iteration 32Q: 3 clusters Score -8813617 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8813594.000000 Penalty: 3620.052979
	Iteration 33Q: 3 clusters Score -8813594 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -8813592.000000 Penalty: 3620.052979
	Iteration 34Q: 3 clusters Score -8813592 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8813595.000000 Penalty: 3620.052979
	Iteration 35Q: 3 clusters Score -8813595 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -8813603.000000 Penalty: 3620.052979
	Iteration 36Q: 3 clusters Score -8813603 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -8813579.000000 Penalty: 3620.052979
	Iteration 37Q: 3 clusters Score -8813579 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -8813569.000000 Penalty: 3620.052979
	Iteration 38Q: 3 clusters Score -8813569 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -8813561.000000 Penalty: 3620.052979
	Iteration 39Q: 3 clusters Score -8813561 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -8813554.000000 Penalty: 3620.052979
	Iteration 40F: 3 clusters Score -8813554 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -8813554.000000 Penalty: 3620.052979
	Iteration 41Q: 3 clusters Score -8813554 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -8813544.000000 Penalty: 3620.052979
	Iteration 42Q: 3 clusters Score -8813544 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -8813589.000000 Penalty: 3620.052979
	Iteration 43Q: 3 clusters Score -8813589 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -8813567.000000 Penalty: 3620.052979
	Iteration 44Q: 3 clusters Score -8813567 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -8813546.000000 Penalty: 3620.052979
	Iteration 45Q: 3 clusters Score -8813546 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -8813536.000000 Penalty: 3620.052979
	Iteration 46Q: 3 clusters Score -8813536 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -8813578.000000 Penalty: 3620.052979
	Iteration 47Q: 3 clusters Score -8813578 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -8813603.000000 Penalty: 3620.052979
	Iteration 48Q: 3 clusters Score -8813603 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -8813629.000000 Penalty: 3620.052979
	Iteration 49Q: 3 clusters Score -8813629 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -8813650.000000 Penalty: 3620.052979
	Iteration 50Q: 3 clusters Score -8813650 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -8813695.000000 Penalty: 3620.052979
	Iteration 51Q: 3 clusters Score -8813695 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -8813718.000000 Penalty: 3620.052979
	Iteration 52Q: 3 clusters Score -8813718 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -8813739.000000 Penalty: 3620.052979
	Iteration 53Q: 3 clusters Score -8813739 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -8813767.000000 Penalty: 3620.052979
	Iteration 54Q: 3 clusters Score -8813767 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -8813760.000000 Penalty: 3620.052979
	Iteration 55Q: 3 clusters Score -8813760 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -8813796.000000 Penalty: 3620.052979
	Iteration 56Q: 3 clusters Score -8813796 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -8813802.000000 Penalty: 3620.052979
	Iteration 57Q: 3 clusters Score -8813802 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -8813815.000000 Penalty: 3620.052979
	Iteration 58Q: 3 clusters Score -8813815 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -8813851.000000 Penalty: 3620.052979
	Iteration 59Q: 3 clusters Score -8813851 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -8813844.000000 Penalty: 3620.052979
	Iteration 60F: 3 clusters Score -8813844 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -8813869.000000 Penalty: 3620.052979
	Iteration 61Q: 3 clusters Score -8813869 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -8813905.000000 Penalty: 3620.052979
	Iteration 62Q: 3 clusters Score -8813905 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -8813929.000000 Penalty: 3620.052979
	Iteration 63Q: 3 clusters Score -8813929 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -8813957.000000 Penalty: 3620.052979
	Iteration 64Q: 3 clusters Score -8813957 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -8813963.000000 Penalty: 3620.052979
	Iteration 65Q: 3 clusters Score -8813963 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -8813986.000000 Penalty: 3620.052979
	Iteration 66Q: 3 clusters Score -8813986 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -8814042.000000 Penalty: 3620.052979
	Iteration 67Q: 3 clusters Score -8814042 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -8814058.000000 Penalty: 3620.052979
	Iteration 68Q: 3 clusters Score -8814058 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -8814101.000000 Penalty: 3620.052979
	Iteration 69Q: 3 clusters Score -8814101 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -8814084.000000 Penalty: 3620.052979
	Iteration 70Q: 3 clusters Score -8814084 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -8814080.000000 Penalty: 3620.052979
	Iteration 71Q: 3 clusters Score -8814080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -8814100.000000 Penalty: 3620.052979
	Iteration 72Q: 3 clusters Score -8814100 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -8814103.000000 Penalty: 3620.052979
	Iteration 73Q: 3 clusters Score -8814103 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -8814090.000000 Penalty: 3620.052979
	Iteration 74Q: 3 clusters Score -8814090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -8814088.000000 Penalty: 3620.052979
	Iteration 75Q: 3 clusters Score -8814088 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -8814082.000000 Penalty: 3620.052979
	Iteration 76Q: 3 clusters Score -8814082 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -8814109.000000 Penalty: 3620.052979
	Iteration 77Q: 3 clusters Score -8814109 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -8814124.000000 Penalty: 3620.052979
	Iteration 78Q: 3 clusters Score -8814124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -8814148.000000 Penalty: 3620.052979
	Iteration 79Q: 3 clusters Score -8814148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -8814137.000000 Penalty: 3620.052979
	Iteration 80F: 3 clusters Score -8814137 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -8814162.000000 Penalty: 3620.052979
	Iteration 81Q: 3 clusters Score -8814162 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -8814154.000000 Penalty: 3620.052979
	Iteration 82Q: 3 clusters Score -8814154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -8814196.000000 Penalty: 3620.052979
	Iteration 83Q: 3 clusters Score -8814196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -8814213.000000 Penalty: 3620.052979
	Iteration 84Q: 3 clusters Score -8814213 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -8814220.000000 Penalty: 3620.052979
	Iteration 85Q: 3 clusters Score -8814220 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -8814209.000000 Penalty: 3620.052979
	Iteration 86Q: 3 clusters Score -8814209 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -8814201.000000 Penalty: 3620.052979
	Iteration 87Q: 3 clusters Score -8814201 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -8814208.000000 Penalty: 3620.052979
	Iteration 88Q: 3 clusters Score -8814208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -8814219.000000 Penalty: 3620.052979
	Iteration 89Q: 3 clusters Score -8814219 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8814222 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8814229 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8814248 nChanged 110
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Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8814265 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -8814273.000000 Penalty: 3620.052979
	Iteration 94Q: 3 clusters Score -8814273 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -8814289.000000 Penalty: 3620.052979
	Iteration 95Q: 3 clusters Score -8814289 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8814286 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -8814279.000000 Penalty: 3620.052979
	Iteration 97Q: 3 clusters Score -8814279 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8814273 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8814272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -8814268.000000 Penalty: 3620.052979
	Iteration 100F: 3 clusters Score -8814268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -8814291.000000 Penalty: 3620.052979
	Iteration 101Q: 3 clusters Score -8814291 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -8814308.000000 Penalty: 3620.052979
	Iteration 102Q: 3 clusters Score -8814308 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -8814313.000000 Penalty: 3620.052979
	Iteration 103Q: 3 clusters Score -8814313 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -8814298.000000 Penalty: 3620.052979
	Iteration 104Q: 3 clusters Score -8814298 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -8814285.000000 Penalty: 3620.052979
	Iteration 105Q: 3 clusters Score -8814285 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -8814259.000000 Penalty: 3620.052979
	Iteration 106Q: 3 clusters Score -8814259 nChanged 77
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Mstep: Class 1 contains 34626 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8814256 nChanged 59
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Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -8814262.000000 Penalty: 3620.052979
	Iteration 108Q: 3 clusters Score -8814262 nChanged 60
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Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -8814287.000000 Penalty: 3620.052979
	Iteration 109Q: 3 clusters Score -8814287 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -8814286.000000 Penalty: 3620.052979
	Iteration 110Q: 3 clusters Score -8814286 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -8814294.000000 Penalty: 3620.052979
	Iteration 111Q: 3 clusters Score -8814294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -8814298.000000 Penalty: 3620.052979
	Iteration 112Q: 3 clusters Score -8814298 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -8814301.000000 Penalty: 3620.052979
	Iteration 113Q: 3 clusters Score -8814301 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34603 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8814310 nChanged 47
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Mstep: Class 1 contains 34602 members 
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Entering Unmasked Estep 
Score: -8814316.000000 Penalty: 3620.052979
	Iteration 115Q: 3 clusters Score -8814316 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34594 members 
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Entering Unmasked Estep 
Score: -8814315.000000 Penalty: 3620.052979
	Iteration 116Q: 3 clusters Score -8814315 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34598 members 
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Entering Unmasked Estep 
Score: -8814333.000000 Penalty: 3620.052979
	Iteration 117Q: 3 clusters Score -8814333 nChanged 52
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Mstep: Class 1 contains 34594 members 
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Entering Unmasked Estep 
Score: -8814342.000000 Penalty: 3620.052979
	Iteration 118Q: 3 clusters Score -8814342 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34566 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8814345 nChanged 59
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Mstep: Class 1 contains 34547 members 
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Entering Unmasked Estep 
Score: -8814340.000000 Penalty: 3620.052979
	Iteration 120F: 3 clusters Score -8814340 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8814335 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34517 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8814341 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34505 members 
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Entering Unmasked Estep 
Score: -8814332.000000 Penalty: 3620.052979
	Iteration 123Q: 3 clusters Score -8814332 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34500 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8814327 nChanged 45
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Mstep: Class 1 contains 34501 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8814335 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34492 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8814346 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34489 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8814340 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34488 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8814343 nChanged 40
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Mstep: Class 1 contains 34492 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8814343 nChanged 37
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8814341 nChanged 40
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8814353 nChanged 35
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Mstep: Class 1 contains 34488 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8814344 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34495 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8814365 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34499 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8814368 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8814369 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8814362 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8814355 nChanged 61
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8814361 nChanged 52
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8814365 nChanged 27
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8814375 nChanged 34
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8814384 nChanged 30
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8814394 nChanged 39
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8814394 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8814399 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8814390 nChanged 18
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8814398 nChanged 21
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8814405 nChanged 15
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8814393 nChanged 22
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	Iteration 149Q: 3 clusters Score -8814390 nChanged 22
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8814402 nChanged 29
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8814393 nChanged 34
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8814401 nChanged 39
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8814408 nChanged 42
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Entering Unmasked Estep 
Score: -8814422.000000 Penalty: 3620.052979
	Iteration 154Q: 3 clusters Score -8814422 nChanged 47
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8814420 nChanged 41
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	Iteration 156Q: 3 clusters Score -8814420 nChanged 43
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8814424 nChanged 41
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8814415 nChanged 55
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8814417 nChanged 49
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	Iteration 160F: 3 clusters Score -8814420 nChanged 51
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8814412 nChanged 57
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8814411 nChanged 59
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	Iteration 163Q: 3 clusters Score -8814414 nChanged 55
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	Iteration 164Q: 3 clusters Score -8814424 nChanged 53
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	Iteration 165Q: 3 clusters Score -8814425 nChanged 55
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	Iteration 166Q: 3 clusters Score -8814420 nChanged 65
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	Iteration 167Q: 3 clusters Score -8814404 nChanged 60
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	Iteration 171Q: 3 clusters Score -8814441 nChanged 87
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Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8814481 nChanged 80
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8814477 nChanged 67
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Mstep: Class 1 contains 33554 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8814472 nChanged 70
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8814480 nChanged 78
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Mstep: Class 1 contains 33518 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8814493 nChanged 78
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Mstep: Class 1 contains 33480 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8814500 nChanged 79
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8814488 nChanged 80
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Mstep: Class 1 contains 33439 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8814489 nChanged 67
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8814494 nChanged 74
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8814514 nChanged 76
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8814539 nChanged 71
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8814546 nChanged 75
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Mstep: Class 1 contains 33420 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8814564 nChanged 85
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Mstep: Class 1 contains 33431 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8814558 nChanged 101
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Mstep: Class 1 contains 33432 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8814584 nChanged 87
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Mstep: Class 1 contains 33421 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8814570 nChanged 62
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Mstep: Class 1 contains 33415 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8814558 nChanged 70
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Mstep: Class 1 contains 33411 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8814565 nChanged 76
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8814550 nChanged 75
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8814537 nChanged 85
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8814537 nChanged 93
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8814551 nChanged 85
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8814548 nChanged 91
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8814538 nChanged 101
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8814519 nChanged 100
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8814523 nChanged 98
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8814528 nChanged 105
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Mstep: Class 1 contains 33526 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8814551 nChanged 98
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8814542 nChanged 111
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8814563 nChanged 130
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8814559 nChanged 108
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8814561 nChanged 105
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	Iteration 217Q: 3 clusters Score -8814563 nChanged 85
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8814576 nChanged 70
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	Iteration 219Q: 3 clusters Score -8814592 nChanged 72
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8814607 nChanged 69
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8814595 nChanged 54
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	Iteration 222Q: 3 clusters Score -8814603 nChanged 69
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	Iteration 223Q: 3 clusters Score -8814603 nChanged 57
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	Iteration 224Q: 3 clusters Score -8814595 nChanged 54
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8814585 nChanged 77
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8814599 nChanged 67
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8814609 nChanged 55
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	Iteration 230Q: 3 clusters Score -8814595 nChanged 53
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	Iteration 231Q: 3 clusters Score -8814603 nChanged 55
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	Iteration 232Q: 3 clusters Score -8814609 nChanged 56
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	Iteration 233Q: 3 clusters Score -8814608 nChanged 59
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	Iteration 234Q: 3 clusters Score -8814622 nChanged 47
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	Iteration 235Q: 3 clusters Score -8814617 nChanged 46
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	Iteration 236Q: 3 clusters Score -8814621 nChanged 36
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	Iteration 237Q: 3 clusters Score -8814619 nChanged 43
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8814628 nChanged 40
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8814631 nChanged 42
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	Iteration 240F: 3 clusters Score -8814649 nChanged 42
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8814633 nChanged 48
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -8814636 nChanged 48
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	Iteration 243Q: 3 clusters Score -8814653 nChanged 39
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	Iteration 244Q: 3 clusters Score -8814649 nChanged 35
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	Iteration 245Q: 3 clusters Score -8814645 nChanged 37
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	Iteration 246Q: 3 clusters Score -8814652 nChanged 30
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	Iteration 247Q: 3 clusters Score -8814664 nChanged 26
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	Iteration 248Q: 3 clusters Score -8814656 nChanged 22
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	Iteration 249Q: 3 clusters Score -8814662 nChanged 29
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	Iteration 250Q: 3 clusters Score -8814655 nChanged 35
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	Iteration 251Q: 3 clusters Score -8814652 nChanged 37
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	Iteration 252Q: 3 clusters Score -8814637 nChanged 46
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	Iteration 253Q: 3 clusters Score -8814651 nChanged 45
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	Iteration 254Q: 3 clusters Score -8814647 nChanged 47
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	Iteration 255Q: 3 clusters Score -8814645 nChanged 46
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	Iteration 256Q: 3 clusters Score -8814645 nChanged 39
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	Iteration 257Q: 3 clusters Score -8814638 nChanged 35
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	Iteration 258Q: 3 clusters Score -8814641 nChanged 33
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	Iteration 259Q: 3 clusters Score -8814658 nChanged 34
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	Iteration 260F: 3 clusters Score -8814661 nChanged 38
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	Iteration 261Q: 3 clusters Score -8814654 nChanged 41
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	Iteration 262Q: 3 clusters Score -8814659 nChanged 44
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	Iteration 263Q: 3 clusters Score -8814644 nChanged 41
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	Iteration 264Q: 3 clusters Score -8814647 nChanged 42
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	Iteration 265Q: 3 clusters Score -8814652 nChanged 38
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	Iteration 266Q: 3 clusters Score -8814658 nChanged 40
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	Iteration 267Q: 3 clusters Score -8814656 nChanged 43
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	Iteration 268Q: 3 clusters Score -8814658 nChanged 45
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	Iteration 269Q: 3 clusters Score -8814662 nChanged 41
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	Iteration 270Q: 3 clusters Score -8814666 nChanged 46
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	Iteration 273Q: 3 clusters Score -8814687 nChanged 30
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	Iteration 275Q: 3 clusters Score -8814673 nChanged 41
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	Iteration 276Q: 3 clusters Score -8814683 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 33080 members 
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	Iteration 277Q: 3 clusters Score -8814690 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 33056 members 
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	Iteration 278Q: 3 clusters Score -8814686 nChanged 32
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Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 33028 members 
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	Iteration 279Q: 3 clusters Score -8814680 nChanged 29
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	Iteration 280F: 3 clusters Score -8814684 nChanged 31
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Mstep: Class 2 contains 32982 members 
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	Iteration 281Q: 3 clusters Score -8814704 nChanged 18
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	Iteration 282Q: 3 clusters Score -8814704 nChanged 14
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	Iteration 283Q: 3 clusters Score -8814702 nChanged 19
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	Iteration 284Q: 3 clusters Score -8814701 nChanged 16
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	Iteration 285Q: 3 clusters Score -8814691 nChanged 14
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	Iteration 286Q: 3 clusters Score -8814689 nChanged 12
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	Iteration 287Q: 3 clusters Score -8814694 nChanged 12
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	Iteration 288Q: 3 clusters Score -8814690 nChanged 14
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Mstep: Class 2 contains 32899 members 
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	Iteration 289Q: 3 clusters Score -8814688 nChanged 10
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Mstep: Class 2 contains 32891 members 
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	Iteration 290Q: 3 clusters Score -8814685 nChanged 15
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	Iteration 291Q: 3 clusters Score -8814697 nChanged 11
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	Iteration 292Q: 3 clusters Score -8814692 nChanged 11
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	Iteration 293Q: 3 clusters Score -8814690 nChanged 18
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Mstep: Class 1 contains 35931 members 
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	Iteration 294Q: 3 clusters Score -8814685 nChanged 20
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	Iteration 295Q: 3 clusters Score -8814680 nChanged 16
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	Iteration 296Q: 3 clusters Score -8814674 nChanged 16
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	Iteration 297Q: 3 clusters Score -8814683 nChanged 12
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	Iteration 298Q: 3 clusters Score -8814680 nChanged 17
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	Iteration 299Q: 3 clusters Score -8814681 nChanged 17
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	Iteration 300F: 3 clusters Score -8814674 nChanged 19
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	Iteration 301Q: 3 clusters Score -8814675 nChanged 19
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	Iteration 302Q: 3 clusters Score -8814679 nChanged 22
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	Iteration 303Q: 3 clusters Score -8814690 nChanged 31
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	Iteration 304Q: 3 clusters Score -8814677 nChanged 40
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	Iteration 305Q: 3 clusters Score -8814671 nChanged 38
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	Iteration 306Q: 3 clusters Score -8814693 nChanged 51
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	Iteration 307Q: 3 clusters Score -8814691 nChanged 55
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	Iteration 308Q: 3 clusters Score -8814691 nChanged 57
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	Iteration 309Q: 3 clusters Score -8814681 nChanged 56
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	Iteration 310Q: 3 clusters Score -8814706 nChanged 68
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	Iteration 314Q: 3 clusters Score -8814702 nChanged 55
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	Iteration 315Q: 3 clusters Score -8814693 nChanged 54
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	Iteration 316Q: 3 clusters Score -8814696 nChanged 51
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	Iteration 319Q: 3 clusters Score -8814671 nChanged 29
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	Iteration 320F: 3 clusters Score -8814673 nChanged 34
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	Iteration 321Q: 3 clusters Score -8814676 nChanged 34
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	Iteration 322Q: 3 clusters Score -8814688 nChanged 35
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	Iteration 324Q: 3 clusters Score -8814683 nChanged 21
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	Iteration 327Q: 3 clusters Score -8814681 nChanged 22
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	Iteration 335Q: 3 clusters Score -8814670 nChanged 30
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	Iteration 338Q: 3 clusters Score -8814677 nChanged 37
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	Iteration 339Q: 3 clusters Score -8814689 nChanged 36
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	Iteration 340F: 3 clusters Score -8814695 nChanged 35
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	Iteration 344Q: 3 clusters Score -8814677 nChanged 57
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	Iteration 370Q: 3 clusters Score -8814751 nChanged 120
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Mstep: Class 1 contains 39283 members 
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Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -8814738 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -8814753 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -8814769 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -8814777 nChanged 91
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Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -8814788 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -8814792 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -8814802 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -8814818 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -8814843 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -8814833 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -8814825 nChanged 101
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Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -8814811 nChanged 124
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Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -8814830 nChanged 110
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Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -8814831 nChanged 120
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Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -8814836 nChanged 116
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Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -8814840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -8814841 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -8814849 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -8814851 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -8814860 nChanged 148
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Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -8814855 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -8814860 nChanged 173
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Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -8814902 nChanged 177
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Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -8814922 nChanged 175
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Mstep: Class 1 contains 42024 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42193 members 
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Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -8814964 nChanged 170
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Mstep: Class 1 contains 42359 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -8814991 nChanged 192
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Mstep: Class 1 contains 42713 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42870 members 
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Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -8815024 nChanged 170
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Mstep: Class 1 contains 43024 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43179 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -8815115 nChanged 175
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Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -8815115 nChanged 148
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Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -8815139 nChanged 141
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Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -8815161 nChanged 141
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Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -8815165 nChanged 118
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Mstep: Class 1 contains 44509 members 
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Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -8815177 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44623 members 
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Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -8815168 nChanged 104
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Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -8815172 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44821 members 
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Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -8815180 nChanged 94
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44991 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45089 members 
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Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -8815169 nChanged 106
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	Iteration 418Q: 3 clusters Score -8815177 nChanged 110
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Mstep: Class 1 contains 45285 members 
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Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -8815170 nChanged 101
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Mstep: Class 1 contains 45376 members 
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Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -8815190 nChanged 95
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -8815206 nChanged 85
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Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -8815202 nChanged 75
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Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -8815203 nChanged 108
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -8815233 nChanged 126
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	Iteration 425Q: 3 clusters Score -8815236 nChanged 116
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Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -8815271 nChanged 123
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Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -8815291 nChanged 120
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Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -8815306 nChanged 122
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Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -8815313 nChanged 160
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Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -8815390 nChanged 210
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 440F: 3 clusters Score -8815621 nChanged 268
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -8817219.000000 Penalty: 3620.052979
	Iteration 464Q: 3 clusters Score -8817219 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -8817281.000000 Penalty: 3620.052979
	Iteration 465Q: 3 clusters Score -8817281 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -8817370.000000 Penalty: 3620.052979
	Iteration 466Q: 3 clusters Score -8817370 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -8817425.000000 Penalty: 3620.052979
	Iteration 467Q: 3 clusters Score -8817425 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -8817538.000000 Penalty: 3620.052979
	Iteration 468Q: 3 clusters Score -8817538 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -8817656.000000 Penalty: 3620.052979
	Iteration 469Q: 3 clusters Score -8817656 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -8817712.000000 Penalty: 3620.052979
	Iteration 470Q: 3 clusters Score -8817712 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -8817773.000000 Penalty: 3620.052979
	Iteration 471Q: 3 clusters Score -8817773 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -8817827.000000 Penalty: 3620.052979
	Iteration 472Q: 3 clusters Score -8817827 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -8817896.000000 Penalty: 3620.052979
	Iteration 473Q: 3 clusters Score -8817896 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -8817985.000000 Penalty: 3620.052979
	Iteration 474Q: 3 clusters Score -8817985 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -8818055.000000 Penalty: 3620.052979
	Iteration 475Q: 3 clusters Score -8818055 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -8818125.000000 Penalty: 3620.052979
	Iteration 476Q: 3 clusters Score -8818125 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -8818221.000000 Penalty: 3620.052979
	Iteration 477Q: 3 clusters Score -8818221 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -8818303.000000 Penalty: 3620.052979
	Iteration 478Q: 3 clusters Score -8818303 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -8818346.000000 Penalty: 3620.052979
	Iteration 479Q: 3 clusters Score -8818346 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -8818424.000000 Penalty: 3620.052979
	Iteration 480F: 3 clusters Score -8818424 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -8818484.000000 Penalty: 3620.052979
	Iteration 481Q: 3 clusters Score -8818484 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -8818551.000000 Penalty: 3620.052979
	Iteration 482Q: 3 clusters Score -8818551 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -8818604.000000 Penalty: 3620.052979
	Iteration 483Q: 3 clusters Score -8818604 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -8818624.000000 Penalty: 3620.052979
	Iteration 484Q: 3 clusters Score -8818624 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -8818677.000000 Penalty: 3620.052979
	Iteration 485Q: 3 clusters Score -8818677 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -8818752.000000 Penalty: 3620.052979
	Iteration 486Q: 3 clusters Score -8818752 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -8818809.000000 Penalty: 3620.052979
	Iteration 487Q: 3 clusters Score -8818809 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8818846.000000 Penalty: 3620.052979
	Iteration 488Q: 3 clusters Score -8818846 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -8818886.000000 Penalty: 3620.052979
	Iteration 489Q: 3 clusters Score -8818886 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -8818909.000000 Penalty: 3620.052979
	Iteration 490Q: 3 clusters Score -8818909 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -8818950.000000 Penalty: 3620.052979
	Iteration 491Q: 3 clusters Score -8818950 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -8818991.000000 Penalty: 3620.052979
	Iteration 492Q: 3 clusters Score -8818991 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -8819006.000000 Penalty: 3620.052979
	Iteration 493Q: 3 clusters Score -8819006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -8819034.000000 Penalty: 3620.052979
	Iteration 494Q: 3 clusters Score -8819034 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -8819078.000000 Penalty: 3620.052979
	Iteration 495Q: 3 clusters Score -8819078 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -8819121.000000 Penalty: 3620.052979
	Iteration 496Q: 3 clusters Score -8819121 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -8819150.000000 Penalty: 3620.052979
	Iteration 497Q: 3 clusters Score -8819150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -8819196.000000 Penalty: 3620.052979
	Iteration 498Q: 3 clusters Score -8819196 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -8819218.000000 Penalty: 3620.052979
	Iteration 499Q: 3 clusters Score -8819218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8819263.000000 Penalty: 3620.052979
	Iteration 500F: 3 clusters Score -8819263 nChanged 88
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 4 (61423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Entering Unmasked Estep 
Score: -7785279.500000 Penalty: 1791.650146
	Iteration 0F: 2 clusters Score -7785280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -7744445.000000 Penalty: 3583.300293
	Iteration 0F: 3 clusters Score -7744445 nChanged 28906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -7761000.000000 Penalty: 3583.300293
	Iteration 1F: 3 clusters Score -7761000 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -7761632.500000 Penalty: 3583.300293
	Iteration 2Q: 3 clusters Score -7761632 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -7762285.000000 Penalty: 3583.300293
	Iteration 3Q: 3 clusters Score -7762285 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -7763319.500000 Penalty: 3583.300293
	Iteration 4Q: 3 clusters Score -7763320 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -7764863.000000 Penalty: 3583.300293
	Iteration 5Q: 3 clusters Score -7764863 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -7767482.000000 Penalty: 3583.300293
	Iteration 6F: 3 clusters Score -7767482 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -7771403.000000 Penalty: 3583.300293
	Iteration 7F: 3 clusters Score -7771403 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -7776179.500000 Penalty: 3583.300293
	Iteration 8F: 3 clusters Score -7776180 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -7779935.500000 Penalty: 3583.300293
	Iteration 9F: 3 clusters Score -7779936 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7782057.500000 Penalty: 3583.300293
	Iteration 10Q: 3 clusters Score -7782058 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7783006.000000 Penalty: 3583.300293
	Iteration 11Q: 3 clusters Score -7783006 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7783442.000000 Penalty: 3583.300293
	Iteration 12Q: 3 clusters Score -7783442 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7783636.000000 Penalty: 3583.300293
	Iteration 13Q: 3 clusters Score -7783636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7783744.000000 Penalty: 3583.300293
	Iteration 14Q: 3 clusters Score -7783744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7783797.000000 Penalty: 3583.300293
	Iteration 15Q: 3 clusters Score -7783797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7783825.500000 Penalty: 3583.300293
	Iteration 16Q: 3 clusters Score -7783826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7783837.500000 Penalty: 3583.300293
	Iteration 17Q: 3 clusters Score -7783838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7783845.000000 Penalty: 3583.300293
	Iteration 18Q: 3 clusters Score -7783845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7783848.500000 Penalty: 3583.300293
	Iteration 19Q: 3 clusters Score -7783848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7783847.500000 Penalty: 3583.300293
	Iteration 20F: 3 clusters Score -7783848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7783853.000000 Penalty: 3583.300293
	Iteration 21Q: 3 clusters Score -7783853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7783857.000000 Penalty: 3583.300293
	Iteration 22Q: 3 clusters Score -7783857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7783862.000000 Penalty: 3583.300293
	Iteration 23Q: 3 clusters Score -7783862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7783867.000000 Penalty: 3583.300293
	Iteration 24Q: 3 clusters Score -7783867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7783867.000000 Penalty: 3583.300293
	Iteration 25F: 3 clusters Score -7783867 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: -114775.742188 Penalty: 1124.769409
	Iteration 0F: 2 clusters Score -114775.7 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 528 members 
Entering Unmasked Estep 
Score: -113354.562500 Penalty: 2249.538818
	Iteration 0F: 3 clusters Score -113354.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113720.226562 Penalty: 2249.538818
	Iteration 1F: 3 clusters Score -113720.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113831.242188 Penalty: 2249.538818
	Iteration 2F: 3 clusters Score -113831.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113888.296875 Penalty: 2249.538818
	Iteration 3Q: 3 clusters Score -113888.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113942.953125 Penalty: 2249.538818
	Iteration 4Q: 3 clusters Score -113943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114054.414062 Penalty: 2249.538818
	Iteration 5Q: 3 clusters Score -114054.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -114151.132812 Penalty: 2249.538818
	Iteration 6Q: 3 clusters Score -114151.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -114228.492188 Penalty: 2249.538818
	Iteration 7Q: 3 clusters Score -114228.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114288.898438 Penalty: 2249.538818
	Iteration 8Q: 3 clusters Score -114288.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -114359.273438 Penalty: 2249.538818
	Iteration 9Q: 3 clusters Score -114359.3 nChanged 36
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: -114447.625000 Penalty: 2249.538818
	Iteration 10Q: 3 clusters Score -114447.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114572.359375 Penalty: 2249.538818
	Iteration 11Q: 3 clusters Score -114572.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -114642.335938 Penalty: 2249.538818
	Iteration 12Q: 3 clusters Score -114642.3 nChanged 24
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: -114700.179688 Penalty: 2249.538818
	Iteration 13Q: 3 clusters Score -114700.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114752.109375 Penalty: 2249.538818
	Iteration 14Q: 3 clusters Score -114752.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114800.304688 Penalty: 2249.538818
	Iteration 15Q: 3 clusters Score -114800.3 nChanged 21
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: -114834.460938 Penalty: 2249.538818
	Iteration 16Q: 3 clusters Score -114834.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114859.937500 Penalty: 2249.538818
	Iteration 17Q: 3 clusters Score -114859.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114878.382812 Penalty: 2249.538818
	Iteration 18Q: 3 clusters Score -114878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114890.281250 Penalty: 2249.538818
	Iteration 19Q: 3 clusters Score -114890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114898.578125 Penalty: 2249.538818
	Iteration 20F: 3 clusters Score -114898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114906.890625 Penalty: 2249.538818
	Iteration 21Q: 3 clusters Score -114906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114906.890625 Penalty: 2249.538818
	Iteration 22F: 3 clusters Score -114906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 68777 members 
Mstep: Class 4 contains 61423 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 5872 members 
Mstep: Class 8 contains 43668 members 
Mstep: Class 9 contains 80502 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 10722 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 15489 members 
Mstep: Class 15 contains 77466 members 
Mstep: Class 18 contains 18110 members 
Mstep: Class 21 contains 35902 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
Score: -65789732.000000 Penalty: 36390.246094
Splitting cluster 5 changes total score from -65790416.000000 to -65789732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Entering Unmasked Estep 
Score: -692441.625000 Penalty: 1397.120850
	Iteration 0F: 2 clusters Score -692441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -688135.687500 Penalty: 2794.241699
	Iteration 0F: 3 clusters Score -688135.7 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -689340.750000 Penalty: 2794.241699
	Iteration 1F: 3 clusters Score -689340.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -689477.500000 Penalty: 2794.241699
	Iteration 2F: 3 clusters Score -689477.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -689563.062500 Penalty: 2794.241699
	Iteration 3Q: 3 clusters Score -689563.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -689623.812500 Penalty: 2794.241699
	Iteration 4Q: 3 clusters Score -689623.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -689666.750000 Penalty: 2794.241699
	Iteration 5Q: 3 clusters Score -689666.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -689701.125000 Penalty: 2794.241699
	Iteration 6Q: 3 clusters Score -689701.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -689730.125000 Penalty: 2794.241699
	Iteration 7Q: 3 clusters Score -689730.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -689750.750000 Penalty: 2794.241699
	Iteration 8Q: 3 clusters Score -689750.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -689765.000000 Penalty: 2794.241699
	Iteration 9Q: 3 clusters Score -689765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -689776.625000 Penalty: 2794.241699
	Iteration 10Q: 3 clusters Score -689776.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -689785.750000 Penalty: 2794.241699
	Iteration 11Q: 3 clusters Score -689785.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -689794.250000 Penalty: 2794.241699
	Iteration 12Q: 3 clusters Score -689794.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -689802.687500 Penalty: 2794.241699
	Iteration 13Q: 3 clusters Score -689802.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -689809.500000 Penalty: 2794.241699
	Iteration 14Q: 3 clusters Score -689809.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -689813.437500 Penalty: 2794.241699
	Iteration 15Q: 3 clusters Score -689813.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -689815.437500 Penalty: 2794.241699
	Iteration 16Q: 3 clusters Score -689815.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -689822.625000 Penalty: 2794.241699
	Iteration 17Q: 3 clusters Score -689822.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -689829.937500 Penalty: 2794.241699
	Iteration 18Q: 3 clusters Score -689829.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -689837.750000 Penalty: 2794.241699
	Iteration 19Q: 3 clusters Score -689837.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -689843.187500 Penalty: 2794.241699
	Iteration 20F: 3 clusters Score -689843.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -689848.625000 Penalty: 2794.241699
	Iteration 21Q: 3 clusters Score -689848.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -689854.375000 Penalty: 2794.241699
	Iteration 22Q: 3 clusters Score -689854.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -689856.500000 Penalty: 2794.241699
	Iteration 23Q: 3 clusters Score -689856.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -689859.125000 Penalty: 2794.241699
	Iteration 24Q: 3 clusters Score -689859.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -689860.812500 Penalty: 2794.241699
	Iteration 25Q: 3 clusters Score -689860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -689862.125000 Penalty: 2794.241699
	Iteration 26Q: 3 clusters Score -689862.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -689864.937500 Penalty: 2794.241699
	Iteration 27Q: 3 clusters Score -689864.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -689869.312500 Penalty: 2794.241699
	Iteration 28Q: 3 clusters Score -689869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -689869.437500 Penalty: 2794.241699
	Iteration 29Q: 3 clusters Score -689869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -689872.937500 Penalty: 2794.241699
	Iteration 30Q: 3 clusters Score -689872.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -689875.000000 Penalty: 2794.241699
	Iteration 31Q: 3 clusters Score -689875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -689878.000000 Penalty: 2794.241699
	Iteration 32Q: 3 clusters Score -689878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -689880.750000 Penalty: 2794.241699
	Iteration 33Q: 3 clusters Score -689880.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -689884.562500 Penalty: 2794.241699
	Iteration 34Q: 3 clusters Score -689884.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -689887.062500 Penalty: 2794.241699
	Iteration 35Q: 3 clusters Score -689887.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -689894.062500 Penalty: 2794.241699
	Iteration 36Q: 3 clusters Score -689894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -689901.500000 Penalty: 2794.241699
	Iteration 37Q: 3 clusters Score -689901.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -689909.937500 Penalty: 2794.241699
	Iteration 38Q: 3 clusters Score -689909.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -689916.000000 Penalty: 2794.241699
	Iteration 39Q: 3 clusters Score -689916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -689924.875000 Penalty: 2794.241699
	Iteration 40F: 3 clusters Score -689924.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -689936.187500 Penalty: 2794.241699
	Iteration 41Q: 3 clusters Score -689936.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -689952.625000 Penalty: 2794.241699
	Iteration 42Q: 3 clusters Score -689952.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -689968.250000 Penalty: 2794.241699
	Iteration 43Q: 3 clusters Score -689968.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -689992.125000 Penalty: 2794.241699
	Iteration 44Q: 3 clusters Score -689992.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -690024.312500 Penalty: 2794.241699
	Iteration 45Q: 3 clusters Score -690024.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -690060.187500 Penalty: 2794.241699
	Iteration 46Q: 3 clusters Score -690060.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -690103.812500 Penalty: 2794.241699
	Iteration 47Q: 3 clusters Score -690103.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -690161.750000 Penalty: 2794.241699
	Iteration 48Q: 3 clusters Score -690161.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -690227.312500 Penalty: 2794.241699
	Iteration 49Q: 3 clusters Score -690227.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -690314.500000 Penalty: 2794.241699
	Iteration 50Q: 3 clusters Score -690314.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -690428.750000 Penalty: 2794.241699
	Iteration 51Q: 3 clusters Score -690428.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -690549.562500 Penalty: 2794.241699
	Iteration 52Q: 3 clusters Score -690549.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -690667.812500 Penalty: 2794.241699
	Iteration 53Q: 3 clusters Score -690667.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -690779.687500 Penalty: 2794.241699
	Iteration 54Q: 3 clusters Score -690779.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -690889.250000 Penalty: 2794.241699
	Iteration 55Q: 3 clusters Score -690889.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -690975.062500 Penalty: 2794.241699
	Iteration 56Q: 3 clusters Score -690975.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -691025.562500 Penalty: 2794.241699
	Iteration 57Q: 3 clusters Score -691025.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -691063.125000 Penalty: 2794.241699
	Iteration 58Q: 3 clusters Score -691063.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -691100.437500 Penalty: 2794.241699
	Iteration 59Q: 3 clusters Score -691100.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -691126.437500 Penalty: 2794.241699
	Iteration 60F: 3 clusters Score -691126.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -691160.875000 Penalty: 2794.241699
	Iteration 61Q: 3 clusters Score -691160.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -691175.250000 Penalty: 2794.241699
	Iteration 62Q: 3 clusters Score -691175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -691185.562500 Penalty: 2794.241699
	Iteration 63Q: 3 clusters Score -691185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -691193.437500 Penalty: 2794.241699
	Iteration 64Q: 3 clusters Score -691193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -691196.250000 Penalty: 2794.241699
	Iteration 65Q: 3 clusters Score -691196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -691199.812500 Penalty: 2794.241699
	Iteration 66Q: 3 clusters Score -691199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -691205.687500 Penalty: 2794.241699
	Iteration 67Q: 3 clusters Score -691205.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -691211.000000 Penalty: 2794.241699
	Iteration 68Q: 3 clusters Score -691211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -691218.812500 Penalty: 2794.241699
	Iteration 69Q: 3 clusters Score -691218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -691222.750000 Penalty: 2794.241699
	Iteration 70Q: 3 clusters Score -691222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -691225.250000 Penalty: 2794.241699
	Iteration 71Q: 3 clusters Score -691225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -691227.562500 Penalty: 2794.241699
	Iteration 72Q: 3 clusters Score -691227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -691227.562500 Penalty: 2794.241699
	Iteration 73F: 3 clusters Score -691227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -709523.187500 Penalty: 1410.166992
	Iteration 0F: 2 clusters Score -709523.2 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 2972 members 
Entering Unmasked Estep 
Score: -705012.875000 Penalty: 2820.333984
	Iteration 0F: 3 clusters Score -705012.9 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -706408.562500 Penalty: 2820.333984
	Iteration 1F: 3 clusters Score -706408.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -706631.500000 Penalty: 2820.333984
	Iteration 2F: 3 clusters Score -706631.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -706804.125000 Penalty: 2820.333984
	Iteration 3F: 3 clusters Score -706804.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -706968.687500 Penalty: 2820.333984
	Iteration 4Q: 3 clusters Score -706968.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -707124.250000 Penalty: 2820.333984
	Iteration 5Q: 3 clusters Score -707124.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -707265.500000 Penalty: 2820.333984
	Iteration 6Q: 3 clusters Score -707265.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -707393.187500 Penalty: 2820.333984
	Iteration 7Q: 3 clusters Score -707393.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -707513.750000 Penalty: 2820.333984
	Iteration 8Q: 3 clusters Score -707513.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -707632.875000 Penalty: 2820.333984
	Iteration 9Q: 3 clusters Score -707632.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -707736.625000 Penalty: 2820.333984
	Iteration 10Q: 3 clusters Score -707736.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -707822.375000 Penalty: 2820.333984
	Iteration 11Q: 3 clusters Score -707822.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -707895.125000 Penalty: 2820.333984
	Iteration 12Q: 3 clusters Score -707895.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -707967.250000 Penalty: 2820.333984
	Iteration 13Q: 3 clusters Score -707967.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -708050.312500 Penalty: 2820.333984
	Iteration 14Q: 3 clusters Score -708050.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -708130.375000 Penalty: 2820.333984
	Iteration 15Q: 3 clusters Score -708130.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -708220.625000 Penalty: 2820.333984
	Iteration 16Q: 3 clusters Score -708220.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -708349.000000 Penalty: 2820.333984
	Iteration 17Q: 3 clusters Score -708349 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -708466.562500 Penalty: 2820.333984
	Iteration 18Q: 3 clusters Score -708466.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -708545.750000 Penalty: 2820.333984
	Iteration 19Q: 3 clusters Score -708545.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -708595.750000 Penalty: 2820.333984
	Iteration 20F: 3 clusters Score -708595.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -708632.125000 Penalty: 2820.333984
	Iteration 21Q: 3 clusters Score -708632.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -708651.000000 Penalty: 2820.333984
	Iteration 22Q: 3 clusters Score -708651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -708658.687500 Penalty: 2820.333984
	Iteration 23Q: 3 clusters Score -708658.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -708664.562500 Penalty: 2820.333984
	Iteration 24Q: 3 clusters Score -708664.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -708667.000000 Penalty: 2820.333984
	Iteration 25Q: 3 clusters Score -708667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -708670.875000 Penalty: 2820.333984
	Iteration 26Q: 3 clusters Score -708670.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -708671.562500 Penalty: 2820.333984
	Iteration 27Q: 3 clusters Score -708671.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -708675.625000 Penalty: 2820.333984
	Iteration 28Q: 3 clusters Score -708675.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -708678.687500 Penalty: 2820.333984
	Iteration 29Q: 3 clusters Score -708678.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -708678.312500 Penalty: 2820.333984
	Iteration 30Q: 3 clusters Score -708678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -708678.875000 Penalty: 2820.333984
	Iteration 31Q: 3 clusters Score -708678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -708680.000000 Penalty: 2820.333984
	Iteration 32Q: 3 clusters Score -708680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -708680.250000 Penalty: 2820.333984
	Iteration 33Q: 3 clusters Score -708680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -708680.250000 Penalty: 2820.333984
	Iteration 34F: 3 clusters Score -708680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Entering Unmasked Estep 
Score: -5641552.000000 Penalty: 1736.210327
	Iteration 0F: 2 clusters Score -5641552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5612315.000000 Penalty: 3472.420654
	Iteration 0F: 3 clusters Score -5612315 nChanged 20520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -5623689.500000 Penalty: 3472.420654
	Iteration 1F: 3 clusters Score -5623690 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -5624098.000000 Penalty: 3472.420654
	Iteration 2Q: 3 clusters Score -5624098 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5624473.500000 Penalty: 3472.420654
	Iteration 3Q: 3 clusters Score -5624474 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5624893.500000 Penalty: 3472.420654
	Iteration 4Q: 3 clusters Score -5624894 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5625356.000000 Penalty: 3472.420654
	Iteration 5Q: 3 clusters Score -5625356 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5625818.000000 Penalty: 3472.420654
	Iteration 6Q: 3 clusters Score -5625818 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5626417.000000 Penalty: 3472.420654
	Iteration 7Q: 3 clusters Score -5626417 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -5627137.000000 Penalty: 3472.420654
	Iteration 8Q: 3 clusters Score -5627137 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5628021.500000 Penalty: 3472.420654
	Iteration 9Q: 3 clusters Score -5628022 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -5629210.500000 Penalty: 3472.420654
	Iteration 10Q: 3 clusters Score -5629210 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -5630557.000000 Penalty: 3472.420654
	Iteration 11Q: 3 clusters Score -5630557 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -5631910.500000 Penalty: 3472.420654
	Iteration 12Q: 3 clusters Score -5631910 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -5632761.500000 Penalty: 3472.420654
	Iteration 13Q: 3 clusters Score -5632762 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -5633135.500000 Penalty: 3472.420654
	Iteration 14Q: 3 clusters Score -5633136 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5633301.500000 Penalty: 3472.420654
	Iteration 15Q: 3 clusters Score -5633302 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5633480.500000 Penalty: 3472.420654
	Iteration 16Q: 3 clusters Score -5633480 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -5633616.500000 Penalty: 3472.420654
	Iteration 17Q: 3 clusters Score -5633616 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -5633752.000000 Penalty: 3472.420654
	Iteration 18Q: 3 clusters Score -5633752 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -5633929.000000 Penalty: 3472.420654
	Iteration 19Q: 3 clusters Score -5633929 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5634109.000000 Penalty: 3472.420654
	Iteration 20F: 3 clusters Score -5634109 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -5634322.000000 Penalty: 3472.420654
	Iteration 21Q: 3 clusters Score -5634322 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -5634561.000000 Penalty: 3472.420654
	Iteration 22Q: 3 clusters Score -5634561 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -5634804.000000 Penalty: 3472.420654
	Iteration 23Q: 3 clusters Score -5634804 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -5635049.500000 Penalty: 3472.420654
	Iteration 24Q: 3 clusters Score -5635050 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -5635388.000000 Penalty: 3472.420654
	Iteration 25Q: 3 clusters Score -5635388 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5635722.000000 Penalty: 3472.420654
	Iteration 26Q: 3 clusters Score -5635722 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -5636039.000000 Penalty: 3472.420654
	Iteration 27Q: 3 clusters Score -5636039 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5636263.500000 Penalty: 3472.420654
	Iteration 28Q: 3 clusters Score -5636264 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -5636491.500000 Penalty: 3472.420654
	Iteration 29Q: 3 clusters Score -5636492 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -5636659.500000 Penalty: 3472.420654
	Iteration 30Q: 3 clusters Score -5636660 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -5636816.000000 Penalty: 3472.420654
	Iteration 31Q: 3 clusters Score -5636816 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -5636964.000000 Penalty: 3472.420654
	Iteration 32Q: 3 clusters Score -5636964 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5637048.000000 Penalty: 3472.420654
	Iteration 33Q: 3 clusters Score -5637048 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5637126.500000 Penalty: 3472.420654
	Iteration 34Q: 3 clusters Score -5637126 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -5637199.000000 Penalty: 3472.420654
	Iteration 35Q: 3 clusters Score -5637199 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -5637255.000000 Penalty: 3472.420654
	Iteration 36Q: 3 clusters Score -5637255 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -5637317.000000 Penalty: 3472.420654
	Iteration 37Q: 3 clusters Score -5637317 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -5637368.000000 Penalty: 3472.420654
	Iteration 38Q: 3 clusters Score -5637368 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -5637402.000000 Penalty: 3472.420654
	Iteration 39Q: 3 clusters Score -5637402 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5637432.000000 Penalty: 3472.420654
	Iteration 40F: 3 clusters Score -5637432 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -5637473.000000 Penalty: 3472.420654
	Iteration 41Q: 3 clusters Score -5637473 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -5637492.000000 Penalty: 3472.420654
	Iteration 42Q: 3 clusters Score -5637492 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -5637524.500000 Penalty: 3472.420654
	Iteration 43Q: 3 clusters Score -5637524 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -5637549.500000 Penalty: 3472.420654
	Iteration 44Q: 3 clusters Score -5637550 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -5637563.500000 Penalty: 3472.420654
	Iteration 45Q: 3 clusters Score -5637564 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -5637608.500000 Penalty: 3472.420654
	Iteration 46Q: 3 clusters Score -5637608 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -5637630.000000 Penalty: 3472.420654
	Iteration 47Q: 3 clusters Score -5637630 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -5637652.000000 Penalty: 3472.420654
	Iteration 48Q: 3 clusters Score -5637652 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -5637678.500000 Penalty: 3472.420654
	Iteration 49Q: 3 clusters Score -5637678 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -5637713.500000 Penalty: 3472.420654
	Iteration 50Q: 3 clusters Score -5637714 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -5637742.500000 Penalty: 3472.420654
	Iteration 51Q: 3 clusters Score -5637742 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -5637783.500000 Penalty: 3472.420654
	Iteration 52Q: 3 clusters Score -5637784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -5637813.000000 Penalty: 3472.420654
	Iteration 53Q: 3 clusters Score -5637813 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -5637855.500000 Penalty: 3472.420654
	Iteration 54Q: 3 clusters Score -5637856 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -5637922.500000 Penalty: 3472.420654
	Iteration 55Q: 3 clusters Score -5637922 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -5637955.500000 Penalty: 3472.420654
	Iteration 56Q: 3 clusters Score -5637956 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -5637988.500000 Penalty: 3472.420654
	Iteration 57Q: 3 clusters Score -5637988 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -5638061.000000 Penalty: 3472.420654
	Iteration 58Q: 3 clusters Score -5638061 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -5638103.500000 Penalty: 3472.420654
	Iteration 59Q: 3 clusters Score -5638104 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5638191.000000 Penalty: 3472.420654
	Iteration 60F: 3 clusters Score -5638191 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -5638281.500000 Penalty: 3472.420654
	Iteration 61Q: 3 clusters Score -5638282 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -5638379.000000 Penalty: 3472.420654
	Iteration 62Q: 3 clusters Score -5638379 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -5638462.000000 Penalty: 3472.420654
	Iteration 63Q: 3 clusters Score -5638462 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -5638502.000000 Penalty: 3472.420654
	Iteration 64Q: 3 clusters Score -5638502 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5638582.000000 Penalty: 3472.420654
	Iteration 65Q: 3 clusters Score -5638582 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -5638676.000000 Penalty: 3472.420654
	Iteration 66Q: 3 clusters Score -5638676 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -5638748.000000 Penalty: 3472.420654
	Iteration 67Q: 3 clusters Score -5638748 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -5638823.500000 Penalty: 3472.420654
	Iteration 68Q: 3 clusters Score -5638824 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5638897.000000 Penalty: 3472.420654
	Iteration 69Q: 3 clusters Score -5638897 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5638980.000000 Penalty: 3472.420654
	Iteration 70Q: 3 clusters Score -5638980 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5639026.500000 Penalty: 3472.420654
	Iteration 71Q: 3 clusters Score -5639026 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5639111.500000 Penalty: 3472.420654
	Iteration 72Q: 3 clusters Score -5639112 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5639193.000000 Penalty: 3472.420654
	Iteration 73Q: 3 clusters Score -5639193 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5639284.500000 Penalty: 3472.420654
	Iteration 74Q: 3 clusters Score -5639284 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5639382.000000 Penalty: 3472.420654
	Iteration 75Q: 3 clusters Score -5639382 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5639468.000000 Penalty: 3472.420654
	Iteration 76Q: 3 clusters Score -5639468 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5639541.000000 Penalty: 3472.420654
	Iteration 77Q: 3 clusters Score -5639541 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5639598.000000 Penalty: 3472.420654
	Iteration 78Q: 3 clusters Score -5639598 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5639672.000000 Penalty: 3472.420654
	Iteration 79Q: 3 clusters Score -5639672 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5639730.000000 Penalty: 3472.420654
	Iteration 80F: 3 clusters Score -5639730 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5639783.000000 Penalty: 3472.420654
	Iteration 81Q: 3 clusters Score -5639783 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5639849.500000 Penalty: 3472.420654
	Iteration 82Q: 3 clusters Score -5639850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5639904.000000 Penalty: 3472.420654
	Iteration 83Q: 3 clusters Score -5639904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5639939.000000 Penalty: 3472.420654
	Iteration 84Q: 3 clusters Score -5639939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5639957.500000 Penalty: 3472.420654
	Iteration 85Q: 3 clusters Score -5639958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5639973.500000 Penalty: 3472.420654
	Iteration 86Q: 3 clusters Score -5639974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5639994.000000 Penalty: 3472.420654
	Iteration 87Q: 3 clusters Score -5639994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5640006.500000 Penalty: 3472.420654
	Iteration 88Q: 3 clusters Score -5640006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5640020.500000 Penalty: 3472.420654
	Iteration 89Q: 3 clusters Score -5640020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5640033.000000 Penalty: 3472.420654
	Iteration 90Q: 3 clusters Score -5640033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5640034.500000 Penalty: 3472.420654
	Iteration 91Q: 3 clusters Score -5640034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5640037.500000 Penalty: 3472.420654
	Iteration 92Q: 3 clusters Score -5640038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5640052.500000 Penalty: 3472.420654
	Iteration 93Q: 3 clusters Score -5640052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5640061.500000 Penalty: 3472.420654
	Iteration 94Q: 3 clusters Score -5640062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5640081.500000 Penalty: 3472.420654
	Iteration 95Q: 3 clusters Score -5640082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5640082.000000 Penalty: 3472.420654
	Iteration 96Q: 3 clusters Score -5640082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5640081.000000 Penalty: 3472.420654
	Iteration 97Q: 3 clusters Score -5640081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5640086.500000 Penalty: 3472.420654
	Iteration 98Q: 3 clusters Score -5640086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5640085.000000 Penalty: 3472.420654
	Iteration 99Q: 3 clusters Score -5640085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5640095.000000 Penalty: 3472.420654
	Iteration 100F: 3 clusters Score -5640095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5640102.500000 Penalty: 3472.420654
	Iteration 101Q: 3 clusters Score -5640102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5640105.000000 Penalty: 3472.420654
	Iteration 102Q: 3 clusters Score -5640105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5640097.500000 Penalty: 3472.420654
	Iteration 103Q: 3 clusters Score -5640098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5640102.500000 Penalty: 3472.420654
	Iteration 104Q: 3 clusters Score -5640102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5640102.500000 Penalty: 3472.420654
	Iteration 105F: 3 clusters Score -5640102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Entering Unmasked Estep 
Score: -10333803.000000 Penalty: 1835.606079
	Iteration 0F: 2 clusters Score -1.03338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -10284013.000000 Penalty: 3671.212158
	Iteration 0F: 3 clusters Score -1.028401e+07 nChanged 38242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -10305809.000000 Penalty: 3671.212158
	Iteration 1F: 3 clusters Score -1.030581e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -10306433.000000 Penalty: 3671.212158
	Iteration 2Q: 3 clusters Score -1.030643e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -10307291.000000 Penalty: 3671.212158
	Iteration 3Q: 3 clusters Score -1.030729e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -10308639.000000 Penalty: 3671.212158
	Iteration 4Q: 3 clusters Score -1.030864e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -10310573.000000 Penalty: 3671.212158
	Iteration 5Q: 3 clusters Score -1.031057e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -10313809.000000 Penalty: 3671.212158
	Iteration 6F: 3 clusters Score -1.031381e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -10319102.000000 Penalty: 3671.212158
	Iteration 7F: 3 clusters Score -1.03191e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -10325638.000000 Penalty: 3671.212158
	Iteration 8F: 3 clusters Score -1.032564e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -10330836.000000 Penalty: 3671.212158
	Iteration 9F: 3 clusters Score -1.033084e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -10333367.000000 Penalty: 3671.212158
	Iteration 10Q: 3 clusters Score -1.033337e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -10334467.000000 Penalty: 3671.212158
	Iteration 11Q: 3 clusters Score -1.033447e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -10335012.000000 Penalty: 3671.212158
	Iteration 12Q: 3 clusters Score -1.033501e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -10335213.000000 Penalty: 3671.212158
	Iteration 13Q: 3 clusters Score -1.033521e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -10335312.000000 Penalty: 3671.212158
	Iteration 14Q: 3 clusters Score -1.033531e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -10335357.000000 Penalty: 3671.212158
	Iteration 15Q: 3 clusters Score -1.033536e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -10335384.000000 Penalty: 3671.212158
	Iteration 16Q: 3 clusters Score -1.033538e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -10335357.000000 Penalty: 3671.212158
	Iteration 17Q: 3 clusters Score -1.033536e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -10335318.000000 Penalty: 3671.212158
	Iteration 18Q: 3 clusters Score -1.033532e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -10335282.000000 Penalty: 3671.212158
	Iteration 19Q: 3 clusters Score -1.033528e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -10335234.000000 Penalty: 3671.212158
	Iteration 20F: 3 clusters Score -1.033523e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -10335262.000000 Penalty: 3671.212158
	Iteration 21Q: 3 clusters Score -1.033526e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -10335228.000000 Penalty: 3671.212158
	Iteration 22Q: 3 clusters Score -1.033523e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -10335213.000000 Penalty: 3671.212158
	Iteration 23Q: 3 clusters Score -1.033521e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -10335162.000000 Penalty: 3671.212158
	Iteration 24Q: 3 clusters Score -1.033516e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -10335127.000000 Penalty: 3671.212158
	Iteration 25Q: 3 clusters Score -1.033513e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -10335110.000000 Penalty: 3671.212158
	Iteration 26Q: 3 clusters Score -1.033511e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -10335039.000000 Penalty: 3671.212158
	Iteration 27Q: 3 clusters Score -1.033504e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -10335063.000000 Penalty: 3671.212158
	Iteration 28Q: 3 clusters Score -1.033506e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -10335038.000000 Penalty: 3671.212158
	Iteration 29Q: 3 clusters Score -1.033504e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -10335013.000000 Penalty: 3671.212158
	Iteration 30Q: 3 clusters Score -1.033501e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -10335020.000000 Penalty: 3671.212158
	Iteration 31Q: 3 clusters Score -1.033502e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -10335007.000000 Penalty: 3671.212158
	Iteration 32Q: 3 clusters Score -1.033501e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -10334992.000000 Penalty: 3671.212158
	Iteration 33Q: 3 clusters Score -1.033499e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -10335010.000000 Penalty: 3671.212158
	Iteration 34Q: 3 clusters Score -1.033501e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -10335006.000000 Penalty: 3671.212158
	Iteration 35Q: 3 clusters Score -1.033501e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -10334984.000000 Penalty: 3671.212158
	Iteration 36Q: 3 clusters Score -1.033498e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -10334991.000000 Penalty: 3671.212158
	Iteration 37Q: 3 clusters Score -1.033499e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -10334980.000000 Penalty: 3671.212158
	Iteration 38Q: 3 clusters Score -1.033498e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -10334944.000000 Penalty: 3671.212158
	Iteration 39Q: 3 clusters Score -1.033494e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -10334948.000000 Penalty: 3671.212158
	Iteration 40F: 3 clusters Score -1.033495e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -10334927.000000 Penalty: 3671.212158
	Iteration 41Q: 3 clusters Score -1.033493e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -10334912.000000 Penalty: 3671.212158
	Iteration 42Q: 3 clusters Score -1.033491e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -10334877.000000 Penalty: 3671.212158
	Iteration 43Q: 3 clusters Score -1.033488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -10334860.000000 Penalty: 3671.212158
	Iteration 44Q: 3 clusters Score -1.033486e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -10334863.000000 Penalty: 3671.212158
	Iteration 45Q: 3 clusters Score -1.033486e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -10334846.000000 Penalty: 3671.212158
	Iteration 46Q: 3 clusters Score -1.033485e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -10334852.000000 Penalty: 3671.212158
	Iteration 47Q: 3 clusters Score -1.033485e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -10334845.000000 Penalty: 3671.212158
	Iteration 48Q: 3 clusters Score -1.033484e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -10334845.000000 Penalty: 3671.212158
	Iteration 49Q: 3 clusters Score -1.033484e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -10334848.000000 Penalty: 3671.212158
	Iteration 50Q: 3 clusters Score -1.033485e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -10334850.000000 Penalty: 3671.212158
	Iteration 51Q: 3 clusters Score -1.033485e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -10334842.000000 Penalty: 3671.212158
	Iteration 52Q: 3 clusters Score -1.033484e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -10334848.000000 Penalty: 3671.212158
	Iteration 53Q: 3 clusters Score -1.033485e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -10334840.000000 Penalty: 3671.212158
	Iteration 54Q: 3 clusters Score -1.033484e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -10334844.000000 Penalty: 3671.212158
	Iteration 55Q: 3 clusters Score -1.033484e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -10334841.000000 Penalty: 3671.212158
	Iteration 56Q: 3 clusters Score -1.033484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -10334825.000000 Penalty: 3671.212158
	Iteration 57Q: 3 clusters Score -1.033482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -10334825.000000 Penalty: 3671.212158
	Iteration 58Q: 3 clusters Score -1.033482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -10334813.000000 Penalty: 3671.212158
	Iteration 59Q: 3 clusters Score -1.033481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -10334805.000000 Penalty: 3671.212158
	Iteration 60F: 3 clusters Score -1.03348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -10334801.000000 Penalty: 3671.212158
	Iteration 61Q: 3 clusters Score -1.03348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -10334796.000000 Penalty: 3671.212158
	Iteration 62Q: 3 clusters Score -1.03348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -10334799.000000 Penalty: 3671.212158
	Iteration 63Q: 3 clusters Score -1.03348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -10334793.000000 Penalty: 3671.212158
	Iteration 64Q: 3 clusters Score -1.033479e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -10334786.000000 Penalty: 3671.212158
	Iteration 65Q: 3 clusters Score -1.033479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -10334775.000000 Penalty: 3671.212158
	Iteration 66Q: 3 clusters Score -1.033478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -10334797.000000 Penalty: 3671.212158
	Iteration 67Q: 3 clusters Score -1.03348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -10334785.000000 Penalty: 3671.212158
	Iteration 68Q: 3 clusters Score -1.033478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -10334772.000000 Penalty: 3671.212158
	Iteration 69Q: 3 clusters Score -1.033477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -10334775.000000 Penalty: 3671.212158
	Iteration 70Q: 3 clusters Score -1.033478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -10334781.000000 Penalty: 3671.212158
	Iteration 71Q: 3 clusters Score -1.033478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -10334778.000000 Penalty: 3671.212158
	Iteration 72Q: 3 clusters Score -1.033478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -10334775.000000 Penalty: 3671.212158
	Iteration 73Q: 3 clusters Score -1.033478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -10334771.000000 Penalty: 3671.212158
	Iteration 74Q: 3 clusters Score -1.033477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -10334775.000000 Penalty: 3671.212158
	Iteration 75Q: 3 clusters Score -1.033478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -10334763.000000 Penalty: 3671.212158
	Iteration 76Q: 3 clusters Score -1.033476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -10334764.000000 Penalty: 3671.212158
	Iteration 77Q: 3 clusters Score -1.033476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -10334766.000000 Penalty: 3671.212158
	Iteration 78Q: 3 clusters Score -1.033477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -10334762.000000 Penalty: 3671.212158
	Iteration 79Q: 3 clusters Score -1.033476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -10334760.000000 Penalty: 3671.212158
	Iteration 80F: 3 clusters Score -1.033476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -10334748.000000 Penalty: 3671.212158
	Iteration 81Q: 3 clusters Score -1.033475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -10334753.000000 Penalty: 3671.212158
	Iteration 82Q: 3 clusters Score -1.033475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -10334751.000000 Penalty: 3671.212158
	Iteration 83Q: 3 clusters Score -1.033475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -10334740.000000 Penalty: 3671.212158
	Iteration 84Q: 3 clusters Score -1.033474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -10334736.000000 Penalty: 3671.212158
	Iteration 85Q: 3 clusters Score -1.033474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -10334743.000000 Penalty: 3671.212158
	Iteration 86Q: 3 clusters Score -1.033474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -10334746.000000 Penalty: 3671.212158
	Iteration 87Q: 3 clusters Score -1.033475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -10334755.000000 Penalty: 3671.212158
	Iteration 88Q: 3 clusters Score -1.033476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -10334753.000000 Penalty: 3671.212158
	Iteration 89Q: 3 clusters Score -1.033475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -10334753.000000 Penalty: 3671.212158
	Iteration 90Q: 3 clusters Score -1.033475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -10334758.000000 Penalty: 3671.212158
	Iteration 91Q: 3 clusters Score -1.033476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -10334755.000000 Penalty: 3671.212158
	Iteration 92Q: 3 clusters Score -1.033476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -10334755.000000 Penalty: 3671.212158
	Iteration 93F: 3 clusters Score -1.033476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 68777 members 
Mstep: Class 4 contains 61423 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 5872 members 
Mstep: Class 8 contains 43668 members 
Mstep: Class 9 contains 61822 members 
Mstep: Class 10 contains 18680 members 
Mstep: Class 11 contains 10722 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 15489 members 
Mstep: Class 15 contains 77466 members 
Mstep: Class 18 contains 18110 members 
Mstep: Class 21 contains 35902 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
Score: -65791188.000000 Penalty: 36390.246094
Splitting cluster 9 changes total score from -65790416.000000 to -65791188.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (10722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Entering Unmasked Estep 
Score: -1363411.875000 Penalty: 1508.008667
	Iteration 0F: 2 clusters Score -1363412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1355713.875000 Penalty: 3016.017334
	Iteration 0F: 3 clusters Score -1355714 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1358146.500000 Penalty: 3016.017334
	Iteration 1F: 3 clusters Score -1358146 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1358406.375000 Penalty: 3016.017334
	Iteration 2F: 3 clusters Score -1358406 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1358611.875000 Penalty: 3016.017334
	Iteration 3F: 3 clusters Score -1358612 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1358764.625000 Penalty: 3016.017334
	Iteration 4Q: 3 clusters Score -1358765 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1358880.375000 Penalty: 3016.017334
	Iteration 5Q: 3 clusters Score -1358880 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1358969.250000 Penalty: 3016.017334
	Iteration 6Q: 3 clusters Score -1358969 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1359077.000000 Penalty: 3016.017334
	Iteration 7Q: 3 clusters Score -1359077 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1359190.875000 Penalty: 3016.017334
	Iteration 8Q: 3 clusters Score -1359191 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1359305.875000 Penalty: 3016.017334
	Iteration 9Q: 3 clusters Score -1359306 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1359422.125000 Penalty: 3016.017334
	Iteration 10Q: 3 clusters Score -1359422 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1359567.750000 Penalty: 3016.017334
	Iteration 11Q: 3 clusters Score -1359568 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1359735.000000 Penalty: 3016.017334
	Iteration 12Q: 3 clusters Score -1359735 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1359961.625000 Penalty: 3016.017334
	Iteration 13Q: 3 clusters Score -1359962 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1360232.375000 Penalty: 3016.017334
	Iteration 14Q: 3 clusters Score -1360232 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1360516.375000 Penalty: 3016.017334
	Iteration 15Q: 3 clusters Score -1360516 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1360774.875000 Penalty: 3016.017334
	Iteration 16Q: 3 clusters Score -1360775 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1360975.000000 Penalty: 3016.017334
	Iteration 17Q: 3 clusters Score -1360975 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1361103.125000 Penalty: 3016.017334
	Iteration 18Q: 3 clusters Score -1361103 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1361165.250000 Penalty: 3016.017334
	Iteration 19Q: 3 clusters Score -1361165 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1361209.750000 Penalty: 3016.017334
	Iteration 20F: 3 clusters Score -1361210 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1361256.375000 Penalty: 3016.017334
	Iteration 21Q: 3 clusters Score -1361256 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1361307.000000 Penalty: 3016.017334
	Iteration 22Q: 3 clusters Score -1361307 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1361346.625000 Penalty: 3016.017334
	Iteration 23Q: 3 clusters Score -1361347 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1361378.000000 Penalty: 3016.017334
	Iteration 24Q: 3 clusters Score -1361378 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1361407.750000 Penalty: 3016.017334
	Iteration 25Q: 3 clusters Score -1361408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1361444.500000 Penalty: 3016.017334
	Iteration 26Q: 3 clusters Score -1361444 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1361474.125000 Penalty: 3016.017334
	Iteration 27Q: 3 clusters Score -1361474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1361510.875000 Penalty: 3016.017334
	Iteration 28Q: 3 clusters Score -1361511 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1361545.000000 Penalty: 3016.017334
	Iteration 29Q: 3 clusters Score -1361545 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1361585.250000 Penalty: 3016.017334
	Iteration 30Q: 3 clusters Score -1361585 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1361619.625000 Penalty: 3016.017334
	Iteration 31Q: 3 clusters Score -1361620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1361641.500000 Penalty: 3016.017334
	Iteration 32Q: 3 clusters Score -1361642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1361673.250000 Penalty: 3016.017334
	Iteration 33Q: 3 clusters Score -1361673 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1361695.625000 Penalty: 3016.017334
	Iteration 34Q: 3 clusters Score -1361696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1361723.125000 Penalty: 3016.017334
	Iteration 35Q: 3 clusters Score -1361723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1361738.500000 Penalty: 3016.017334
	Iteration 36Q: 3 clusters Score -1361738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1361758.750000 Penalty: 3016.017334
	Iteration 37Q: 3 clusters Score -1361759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1361772.875000 Penalty: 3016.017334
	Iteration 38Q: 3 clusters Score -1361773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1361785.250000 Penalty: 3016.017334
	Iteration 39Q: 3 clusters Score -1361785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1361797.625000 Penalty: 3016.017334
	Iteration 40F: 3 clusters Score -1361798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1361807.375000 Penalty: 3016.017334
	Iteration 41Q: 3 clusters Score -1361807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1361816.375000 Penalty: 3016.017334
	Iteration 42Q: 3 clusters Score -1361816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1361826.500000 Penalty: 3016.017334
	Iteration 43Q: 3 clusters Score -1361826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1361840.875000 Penalty: 3016.017334
	Iteration 44Q: 3 clusters Score -1361841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1361850.375000 Penalty: 3016.017334
	Iteration 45Q: 3 clusters Score -1361850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1361859.500000 Penalty: 3016.017334
	Iteration 46Q: 3 clusters Score -1361860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1361862.625000 Penalty: 3016.017334
	Iteration 47Q: 3 clusters Score -1361863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1361867.625000 Penalty: 3016.017334
	Iteration 48Q: 3 clusters Score -1361868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1361871.000000 Penalty: 3016.017334
	Iteration 49Q: 3 clusters Score -1361871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1361879.750000 Penalty: 3016.017334
	Iteration 50Q: 3 clusters Score -1361880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1361883.625000 Penalty: 3016.017334
	Iteration 51Q: 3 clusters Score -1361884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1361897.000000 Penalty: 3016.017334
	Iteration 52Q: 3 clusters Score -1361897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1361906.250000 Penalty: 3016.017334
	Iteration 53Q: 3 clusters Score -1361906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1361915.875000 Penalty: 3016.017334
	Iteration 54Q: 3 clusters Score -1361916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1361927.125000 Penalty: 3016.017334
	Iteration 55Q: 3 clusters Score -1361927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1361937.750000 Penalty: 3016.017334
	Iteration 56Q: 3 clusters Score -1361938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1361939.625000 Penalty: 3016.017334
	Iteration 57Q: 3 clusters Score -1361940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1361946.375000 Penalty: 3016.017334
	Iteration 58Q: 3 clusters Score -1361946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1361949.625000 Penalty: 3016.017334
	Iteration 59Q: 3 clusters Score -1361950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1361951.875000 Penalty: 3016.017334
	Iteration 60F: 3 clusters Score -1361952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1361954.500000 Penalty: 3016.017334
	Iteration 61Q: 3 clusters Score -1361954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1361958.750000 Penalty: 3016.017334
	Iteration 62Q: 3 clusters Score -1361959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1361960.625000 Penalty: 3016.017334
	Iteration 63Q: 3 clusters Score -1361961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1361965.375000 Penalty: 3016.017334
	Iteration 64Q: 3 clusters Score -1361965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1361971.125000 Penalty: 3016.017334
	Iteration 65Q: 3 clusters Score -1361971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1361975.125000 Penalty: 3016.017334
	Iteration 66Q: 3 clusters Score -1361975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1361977.125000 Penalty: 3016.017334
	Iteration 67Q: 3 clusters Score -1361977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1361979.000000 Penalty: 3016.017334
	Iteration 68Q: 3 clusters Score -1361979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1361981.250000 Penalty: 3016.017334
	Iteration 69Q: 3 clusters Score -1361981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1361984.375000 Penalty: 3016.017334
	Iteration 70Q: 3 clusters Score -1361984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1361987.125000 Penalty: 3016.017334
	Iteration 71Q: 3 clusters Score -1361987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1361991.000000 Penalty: 3016.017334
	Iteration 72Q: 3 clusters Score -1361991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1361990.125000 Penalty: 3016.017334
	Iteration 73Q: 3 clusters Score -1361990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1361989.000000 Penalty: 3016.017334
	Iteration 74Q: 3 clusters Score -1361989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1361989.000000 Penalty: 3016.017334
	Iteration 75F: 3 clusters Score -1361989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Entering Unmasked Estep 
Score: -745776.750000 Penalty: 1408.050049
	Iteration 0F: 2 clusters Score -745776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -741331.375000 Penalty: 2816.100098
	Iteration 0F: 3 clusters Score -741331.4 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -742557.062500 Penalty: 2816.100098
	Iteration 1F: 3 clusters Score -742557.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -742753.187500 Penalty: 2816.100098
	Iteration 2F: 3 clusters Score -742753.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -742880.812500 Penalty: 2816.100098
	Iteration 3F: 3 clusters Score -742880.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -742977.187500 Penalty: 2816.100098
	Iteration 4Q: 3 clusters Score -742977.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -743051.750000 Penalty: 2816.100098
	Iteration 5Q: 3 clusters Score -743051.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -743116.750000 Penalty: 2816.100098
	Iteration 6Q: 3 clusters Score -743116.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -743168.750000 Penalty: 2816.100098
	Iteration 7Q: 3 clusters Score -743168.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -743224.250000 Penalty: 2816.100098
	Iteration 8Q: 3 clusters Score -743224.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -743297.000000 Penalty: 2816.100098
	Iteration 9Q: 3 clusters Score -743297 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -743386.062500 Penalty: 2816.100098
	Iteration 10Q: 3 clusters Score -743386.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -743477.875000 Penalty: 2816.100098
	Iteration 11Q: 3 clusters Score -743477.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -743564.500000 Penalty: 2816.100098
	Iteration 12Q: 3 clusters Score -743564.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -743648.375000 Penalty: 2816.100098
	Iteration 13Q: 3 clusters Score -743648.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -743717.937500 Penalty: 2816.100098
	Iteration 14Q: 3 clusters Score -743717.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -743774.125000 Penalty: 2816.100098
	Iteration 15Q: 3 clusters Score -743774.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -743828.625000 Penalty: 2816.100098
	Iteration 16Q: 3 clusters Score -743828.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -743879.375000 Penalty: 2816.100098
	Iteration 17Q: 3 clusters Score -743879.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -743934.562500 Penalty: 2816.100098
	Iteration 18Q: 3 clusters Score -743934.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -743987.000000 Penalty: 2816.100098
	Iteration 19Q: 3 clusters Score -743987 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -744022.625000 Penalty: 2816.100098
	Iteration 20F: 3 clusters Score -744022.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -744054.000000 Penalty: 2816.100098
	Iteration 21Q: 3 clusters Score -744054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -744086.437500 Penalty: 2816.100098
	Iteration 22Q: 3 clusters Score -744086.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -744113.562500 Penalty: 2816.100098
	Iteration 23Q: 3 clusters Score -744113.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -744134.750000 Penalty: 2816.100098
	Iteration 24Q: 3 clusters Score -744134.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -744144.750000 Penalty: 2816.100098
	Iteration 25Q: 3 clusters Score -744144.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -744151.125000 Penalty: 2816.100098
	Iteration 26Q: 3 clusters Score -744151.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -744158.500000 Penalty: 2816.100098
	Iteration 27Q: 3 clusters Score -744158.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -744165.562500 Penalty: 2816.100098
	Iteration 28Q: 3 clusters Score -744165.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -744173.562500 Penalty: 2816.100098
	Iteration 29Q: 3 clusters Score -744173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -744177.375000 Penalty: 2816.100098
	Iteration 30Q: 3 clusters Score -744177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -744177.812500 Penalty: 2816.100098
	Iteration 31Q: 3 clusters Score -744177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -744183.562500 Penalty: 2816.100098
	Iteration 32Q: 3 clusters Score -744183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -744185.000000 Penalty: 2816.100098
	Iteration 33Q: 3 clusters Score -744185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -744185.375000 Penalty: 2816.100098
	Iteration 34Q: 3 clusters Score -744185.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -744190.062500 Penalty: 2816.100098
	Iteration 35Q: 3 clusters Score -744190.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -744194.687500 Penalty: 2816.100098
	Iteration 36Q: 3 clusters Score -744194.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -744198.250000 Penalty: 2816.100098
	Iteration 37Q: 3 clusters Score -744198.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -744201.750000 Penalty: 2816.100098
	Iteration 38Q: 3 clusters Score -744201.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -744205.500000 Penalty: 2816.100098
	Iteration 39Q: 3 clusters Score -744205.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -744209.562500 Penalty: 2816.100098
	Iteration 40F: 3 clusters Score -744209.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -744210.000000 Penalty: 2816.100098
	Iteration 41Q: 3 clusters Score -744210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -744211.062500 Penalty: 2816.100098
	Iteration 42Q: 3 clusters Score -744211.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -744212.750000 Penalty: 2816.100098
	Iteration 43Q: 3 clusters Score -744212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -744213.625000 Penalty: 2816.100098
	Iteration 44Q: 3 clusters Score -744213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -744214.562500 Penalty: 2816.100098
	Iteration 45Q: 3 clusters Score -744214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -744216.500000 Penalty: 2816.100098
	Iteration 46Q: 3 clusters Score -744216.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -744218.437500 Penalty: 2816.100098
	Iteration 47Q: 3 clusters Score -744218.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -744219.687500 Penalty: 2816.100098
	Iteration 48Q: 3 clusters Score -744219.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -744221.562500 Penalty: 2816.100098
	Iteration 49Q: 3 clusters Score -744221.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -744223.625000 Penalty: 2816.100098
	Iteration 50Q: 3 clusters Score -744223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -744224.562500 Penalty: 2816.100098
	Iteration 51Q: 3 clusters Score -744224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -744226.187500 Penalty: 2816.100098
	Iteration 52Q: 3 clusters Score -744226.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -744229.937500 Penalty: 2816.100098
	Iteration 53Q: 3 clusters Score -744229.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -744230.500000 Penalty: 2816.100098
	Iteration 54Q: 3 clusters Score -744230.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -744232.875000 Penalty: 2816.100098
	Iteration 55Q: 3 clusters Score -744232.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -744233.000000 Penalty: 2816.100098
	Iteration 56Q: 3 clusters Score -744233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -744235.375000 Penalty: 2816.100098
	Iteration 57Q: 3 clusters Score -744235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -744235.500000 Penalty: 2816.100098
	Iteration 58Q: 3 clusters Score -744235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -744237.312500 Penalty: 2816.100098
	Iteration 59Q: 3 clusters Score -744237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -744239.000000 Penalty: 2816.100098
	Iteration 60F: 3 clusters Score -744239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -744237.500000 Penalty: 2816.100098
	Iteration 61Q: 3 clusters Score -744237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -744237.125000 Penalty: 2816.100098
	Iteration 62Q: 3 clusters Score -744237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -744237.812500 Penalty: 2816.100098
	Iteration 63Q: 3 clusters Score -744237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -744238.625000 Penalty: 2816.100098
	Iteration 64Q: 3 clusters Score -744238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -744239.625000 Penalty: 2816.100098
	Iteration 65Q: 3 clusters Score -744239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -744240.437500 Penalty: 2816.100098
	Iteration 66Q: 3 clusters Score -744240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -744241.375000 Penalty: 2816.100098
	Iteration 67Q: 3 clusters Score -744241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -744243.375000 Penalty: 2816.100098
	Iteration 68Q: 3 clusters Score -744243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -744243.750000 Penalty: 2816.100098
	Iteration 69Q: 3 clusters Score -744243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -744243.375000 Penalty: 2816.100098
	Iteration 70Q: 3 clusters Score -744243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -744244.812500 Penalty: 2816.100098
	Iteration 71Q: 3 clusters Score -744244.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -744245.875000 Penalty: 2816.100098
	Iteration 72Q: 3 clusters Score -744245.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -744249.937500 Penalty: 2816.100098
	Iteration 73Q: 3 clusters Score -744249.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -744251.437500 Penalty: 2816.100098
	Iteration 74Q: 3 clusters Score -744251.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -744254.062500 Penalty: 2816.100098
	Iteration 75Q: 3 clusters Score -744254.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -744256.812500 Penalty: 2816.100098
	Iteration 76Q: 3 clusters Score -744256.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -744261.437500 Penalty: 2816.100098
	Iteration 77Q: 3 clusters Score -744261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -744266.437500 Penalty: 2816.100098
	Iteration 78Q: 3 clusters Score -744266.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -744269.312500 Penalty: 2816.100098
	Iteration 79Q: 3 clusters Score -744269.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -744274.000000 Penalty: 2816.100098
	Iteration 80F: 3 clusters Score -744274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -744275.625000 Penalty: 2816.100098
	Iteration 81Q: 3 clusters Score -744275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -744277.875000 Penalty: 2816.100098
	Iteration 82Q: 3 clusters Score -744277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -744278.375000 Penalty: 2816.100098
	Iteration 83Q: 3 clusters Score -744278.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -744279.562500 Penalty: 2816.100098
	Iteration 84Q: 3 clusters Score -744279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -744280.750000 Penalty: 2816.100098
	Iteration 85Q: 3 clusters Score -744280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -744283.000000 Penalty: 2816.100098
	Iteration 86Q: 3 clusters Score -744283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -744282.812500 Penalty: 2816.100098
	Iteration 87Q: 3 clusters Score -744282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -744285.875000 Penalty: 2816.100098
	Iteration 88Q: 3 clusters Score -744285.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -744290.937500 Penalty: 2816.100098
	Iteration 89Q: 3 clusters Score -744290.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -744294.250000 Penalty: 2816.100098
	Iteration 90Q: 3 clusters Score -744294.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -744295.750000 Penalty: 2816.100098
	Iteration 91Q: 3 clusters Score -744295.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -744300.625000 Penalty: 2816.100098
	Iteration 92Q: 3 clusters Score -744300.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -744304.625000 Penalty: 2816.100098
	Iteration 93Q: 3 clusters Score -744304.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -744304.312500 Penalty: 2816.100098
	Iteration 94Q: 3 clusters Score -744304.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -744308.687500 Penalty: 2816.100098
	Iteration 95Q: 3 clusters Score -744308.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -744310.937500 Penalty: 2816.100098
	Iteration 96Q: 3 clusters Score -744310.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -744311.625000 Penalty: 2816.100098
	Iteration 97Q: 3 clusters Score -744311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -744312.750000 Penalty: 2816.100098
	Iteration 98Q: 3 clusters Score -744312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -744312.437500 Penalty: 2816.100098
	Iteration 99Q: 3 clusters Score -744312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -744312.437500 Penalty: 2816.100098
	Iteration 100F: 3 clusters Score -744312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Entering Unmasked Estep 
Score: -1922976.250000 Penalty: 1567.781372
	Iteration 0F: 2 clusters Score -1922976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1912185.875000 Penalty: 3135.562744
	Iteration 0F: 3 clusters Score -1912186 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1915869.375000 Penalty: 3135.562744
	Iteration 1F: 3 clusters Score -1915869 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1916142.000000 Penalty: 3135.562744
	Iteration 2F: 3 clusters Score -1916142 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1916370.625000 Penalty: 3135.562744
	Iteration 3Q: 3 clusters Score -1916371 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1916604.125000 Penalty: 3135.562744
	Iteration 4Q: 3 clusters Score -1916604 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1916857.500000 Penalty: 3135.562744
	Iteration 5Q: 3 clusters Score -1916858 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1917158.250000 Penalty: 3135.562744
	Iteration 6Q: 3 clusters Score -1917158 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1917561.250000 Penalty: 3135.562744
	Iteration 7Q: 3 clusters Score -1917561 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1918111.875000 Penalty: 3135.562744
	Iteration 8F: 3 clusters Score -1918112 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1918806.625000 Penalty: 3135.562744
	Iteration 9F: 3 clusters Score -1918807 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1919509.875000 Penalty: 3135.562744
	Iteration 10F: 3 clusters Score -1919510 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1920177.375000 Penalty: 3135.562744
	Iteration 11Q: 3 clusters Score -1920177 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1920638.750000 Penalty: 3135.562744
	Iteration 12Q: 3 clusters Score -1920639 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1920965.125000 Penalty: 3135.562744
	Iteration 13Q: 3 clusters Score -1920965 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1921184.250000 Penalty: 3135.562744
	Iteration 14Q: 3 clusters Score -1921184 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1921346.000000 Penalty: 3135.562744
	Iteration 15Q: 3 clusters Score -1921346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1921446.125000 Penalty: 3135.562744
	Iteration 16Q: 3 clusters Score -1921446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1921498.375000 Penalty: 3135.562744
	Iteration 17Q: 3 clusters Score -1921498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1921531.500000 Penalty: 3135.562744
	Iteration 18Q: 3 clusters Score -1921532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1921565.875000 Penalty: 3135.562744
	Iteration 19Q: 3 clusters Score -1921566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1921587.750000 Penalty: 3135.562744
	Iteration 20F: 3 clusters Score -1921588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1921597.375000 Penalty: 3135.562744
	Iteration 21Q: 3 clusters Score -1921597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1921609.250000 Penalty: 3135.562744
	Iteration 22Q: 3 clusters Score -1921609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1921622.250000 Penalty: 3135.562744
	Iteration 23Q: 3 clusters Score -1921622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1921631.500000 Penalty: 3135.562744
	Iteration 24Q: 3 clusters Score -1921632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1921641.125000 Penalty: 3135.562744
	Iteration 25Q: 3 clusters Score -1921641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1921647.375000 Penalty: 3135.562744
	Iteration 26Q: 3 clusters Score -1921647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1921650.250000 Penalty: 3135.562744
	Iteration 27Q: 3 clusters Score -1921650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1921652.750000 Penalty: 3135.562744
	Iteration 28Q: 3 clusters Score -1921653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1921657.125000 Penalty: 3135.562744
	Iteration 29Q: 3 clusters Score -1921657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1921658.875000 Penalty: 3135.562744
	Iteration 30Q: 3 clusters Score -1921659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1921661.000000 Penalty: 3135.562744
	Iteration 31Q: 3 clusters Score -1921661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1921662.375000 Penalty: 3135.562744
	Iteration 32Q: 3 clusters Score -1921662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1921660.750000 Penalty: 3135.562744
	Iteration 33Q: 3 clusters Score -1921661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1921662.750000 Penalty: 3135.562744
	Iteration 34Q: 3 clusters Score -1921663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1921661.625000 Penalty: 3135.562744
	Iteration 35Q: 3 clusters Score -1921662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1921662.625000 Penalty: 3135.562744
	Iteration 36Q: 3 clusters Score -1921663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1921663.500000 Penalty: 3135.562744
	Iteration 37Q: 3 clusters Score -1921664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1921660.125000 Penalty: 3135.562744
	Iteration 38Q: 3 clusters Score -1921660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1921660.125000 Penalty: 3135.562744
	Iteration 39F: 3 clusters Score -1921660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (77466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Entering Unmasked Estep 
Score: -9735614.000000 Penalty: 1829.359009
	Iteration 0F: 2 clusters Score -9735614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -9687052.000000 Penalty: 3658.718018
	Iteration 0F: 3 clusters Score -9687052 nChanged 36838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -9708048.000000 Penalty: 3658.718018
	Iteration 1F: 3 clusters Score -9708048 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -9708453.000000 Penalty: 3658.718018
	Iteration 2Q: 3 clusters Score -9708453 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -9708828.000000 Penalty: 3658.718018
	Iteration 3Q: 3 clusters Score -9708828 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -9709249.000000 Penalty: 3658.718018
	Iteration 4Q: 3 clusters Score -9709249 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -9709862.000000 Penalty: 3658.718018
	Iteration 5Q: 3 clusters Score -9709862 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -9710658.000000 Penalty: 3658.718018
	Iteration 6Q: 3 clusters Score -9710658 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -9712028.000000 Penalty: 3658.718018
	Iteration 7Q: 3 clusters Score -9712028 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -9714492.000000 Penalty: 3658.718018
	Iteration 8Q: 3 clusters Score -9714492 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -9717983.000000 Penalty: 3658.718018
	Iteration 9F: 3 clusters Score -9717983 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -9721513.000000 Penalty: 3658.718018
	Iteration 10F: 3 clusters Score -9721513 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -9723499.000000 Penalty: 3658.718018
	Iteration 11F: 3 clusters Score -9723499 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -9724171.000000 Penalty: 3658.718018
	Iteration 12Q: 3 clusters Score -9724171 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -9724462.000000 Penalty: 3658.718018
	Iteration 13Q: 3 clusters Score -9724462 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -9724681.000000 Penalty: 3658.718018
	Iteration 14Q: 3 clusters Score -9724681 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -9724852.000000 Penalty: 3658.718018
	Iteration 15Q: 3 clusters Score -9724852 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -9725060.000000 Penalty: 3658.718018
	Iteration 16Q: 3 clusters Score -9725060 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -9725293.000000 Penalty: 3658.718018
	Iteration 17Q: 3 clusters Score -9725293 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -9725541.000000 Penalty: 3658.718018
	Iteration 18Q: 3 clusters Score -9725541 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -9725782.000000 Penalty: 3658.718018
	Iteration 19Q: 3 clusters Score -9725782 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -9726043.000000 Penalty: 3658.718018
	Iteration 20F: 3 clusters Score -9726043 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -9726360.000000 Penalty: 3658.718018
	Iteration 21Q: 3 clusters Score -9726360 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -9726682.000000 Penalty: 3658.718018
	Iteration 22Q: 3 clusters Score -9726682 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -9727027.000000 Penalty: 3658.718018
	Iteration 23Q: 3 clusters Score -9727027 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -9727398.000000 Penalty: 3658.718018
	Iteration 24Q: 3 clusters Score -9727398 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -9727784.000000 Penalty: 3658.718018
	Iteration 25Q: 3 clusters Score -9727784 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -9728278.000000 Penalty: 3658.718018
	Iteration 26Q: 3 clusters Score -9728278 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -9728723.000000 Penalty: 3658.718018
	Iteration 27Q: 3 clusters Score -9728723 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -9729227.000000 Penalty: 3658.718018
	Iteration 28Q: 3 clusters Score -9729227 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -9729678.000000 Penalty: 3658.718018
	Iteration 29Q: 3 clusters Score -9729678 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -9730118.000000 Penalty: 3658.718018
	Iteration 30Q: 3 clusters Score -9730118 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -9730590.000000 Penalty: 3658.718018
	Iteration 31Q: 3 clusters Score -9730590 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -9731063.000000 Penalty: 3658.718018
	Iteration 32Q: 3 clusters Score -9731063 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -9731646.000000 Penalty: 3658.718018
	Iteration 33Q: 3 clusters Score -9731646 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -9732310.000000 Penalty: 3658.718018
	Iteration 34Q: 3 clusters Score -9732310 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -9732911.000000 Penalty: 3658.718018
	Iteration 35Q: 3 clusters Score -9732911 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9733400.000000 Penalty: 3658.718018
	Iteration 36Q: 3 clusters Score -9733400 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -9733681.000000 Penalty: 3658.718018
	Iteration 37Q: 3 clusters Score -9733681 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9733893.000000 Penalty: 3658.718018
	Iteration 38Q: 3 clusters Score -9733893 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9734072.000000 Penalty: 3658.718018
	Iteration 39Q: 3 clusters Score -9734072 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9734048.000000 Penalty: 3658.718018
	Iteration 40F: 3 clusters Score -9734048 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9734043.000000 Penalty: 3658.718018
	Iteration 41Q: 3 clusters Score -9734043 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9734039.000000 Penalty: 3658.718018
	Iteration 42Q: 3 clusters Score -9734039 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9734082.000000 Penalty: 3658.718018
	Iteration 43Q: 3 clusters Score -9734082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9734097.000000 Penalty: 3658.718018
	Iteration 44Q: 3 clusters Score -9734097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9734130.000000 Penalty: 3658.718018
	Iteration 45Q: 3 clusters Score -9734130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9734132.000000 Penalty: 3658.718018
	Iteration 46Q: 3 clusters Score -9734132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9734132.000000 Penalty: 3658.718018
	Iteration 47Q: 3 clusters Score -9734132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9734134.000000 Penalty: 3658.718018
	Iteration 48Q: 3 clusters Score -9734134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9734152.000000 Penalty: 3658.718018
	Iteration 49Q: 3 clusters Score -9734152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9734148.000000 Penalty: 3658.718018
	Iteration 50Q: 3 clusters Score -9734148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9734141.000000 Penalty: 3658.718018
	Iteration 51Q: 3 clusters Score -9734141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9734148.000000 Penalty: 3658.718018
	Iteration 52Q: 3 clusters Score -9734148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9734148.000000 Penalty: 3658.718018
	Iteration 53F: 3 clusters Score -9734148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Entering Unmasked Estep 
Score: -2332635.750000 Penalty: 1593.185669
	Iteration 0F: 2 clusters Score -2332636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2320124.000000 Penalty: 3186.371338
	Iteration 0F: 3 clusters Score -2320124 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2324850.500000 Penalty: 3186.371338
	Iteration 1F: 3 clusters Score -2324850 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2325457.000000 Penalty: 3186.371338
	Iteration 2F: 3 clusters Score -2325457 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2326207.250000 Penalty: 3186.371338
	Iteration 3F: 3 clusters Score -2326207 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2327114.500000 Penalty: 3186.371338
	Iteration 4F: 3 clusters Score -2327114 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2328155.250000 Penalty: 3186.371338
	Iteration 5F: 3 clusters Score -2328155 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2329228.750000 Penalty: 3186.371338
	Iteration 6F: 3 clusters Score -2329229 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2330054.000000 Penalty: 3186.371338
	Iteration 7F: 3 clusters Score -2330054 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2330551.500000 Penalty: 3186.371338
	Iteration 8Q: 3 clusters Score -2330552 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2330882.750000 Penalty: 3186.371338
	Iteration 9Q: 3 clusters Score -2330883 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2331150.250000 Penalty: 3186.371338
	Iteration 10Q: 3 clusters Score -2331150 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2331358.250000 Penalty: 3186.371338
	Iteration 11Q: 3 clusters Score -2331358 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2331523.500000 Penalty: 3186.371338
	Iteration 12Q: 3 clusters Score -2331524 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2331642.750000 Penalty: 3186.371338
	Iteration 13Q: 3 clusters Score -2331643 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2331713.500000 Penalty: 3186.371338
	Iteration 14Q: 3 clusters Score -2331714 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2331752.500000 Penalty: 3186.371338
	Iteration 15Q: 3 clusters Score -2331752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2331782.000000 Penalty: 3186.371338
	Iteration 16Q: 3 clusters Score -2331782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2331798.000000 Penalty: 3186.371338
	Iteration 17Q: 3 clusters Score -2331798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2331817.500000 Penalty: 3186.371338
	Iteration 18Q: 3 clusters Score -2331818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2331825.500000 Penalty: 3186.371338
	Iteration 19Q: 3 clusters Score -2331826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2331842.250000 Penalty: 3186.371338
	Iteration 20F: 3 clusters Score -2331842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2331850.750000 Penalty: 3186.371338
	Iteration 21Q: 3 clusters Score -2331851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2331869.750000 Penalty: 3186.371338
	Iteration 22Q: 3 clusters Score -2331870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2331877.500000 Penalty: 3186.371338
	Iteration 23Q: 3 clusters Score -2331878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2331889.750000 Penalty: 3186.371338
	Iteration 24Q: 3 clusters Score -2331890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2331893.000000 Penalty: 3186.371338
	Iteration 25Q: 3 clusters Score -2331893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2331897.750000 Penalty: 3186.371338
	Iteration 26Q: 3 clusters Score -2331898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2331917.000000 Penalty: 3186.371338
	Iteration 27Q: 3 clusters Score -2331917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2331921.250000 Penalty: 3186.371338
	Iteration 28Q: 3 clusters Score -2331921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2331925.250000 Penalty: 3186.371338
	Iteration 29Q: 3 clusters Score -2331925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2331935.250000 Penalty: 3186.371338
	Iteration 30Q: 3 clusters Score -2331935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2331941.000000 Penalty: 3186.371338
	Iteration 31Q: 3 clusters Score -2331941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2331940.000000 Penalty: 3186.371338
	Iteration 32Q: 3 clusters Score -2331940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2331939.250000 Penalty: 3186.371338
	Iteration 33Q: 3 clusters Score -2331939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2331943.000000 Penalty: 3186.371338
	Iteration 34Q: 3 clusters Score -2331943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2331947.750000 Penalty: 3186.371338
	Iteration 35Q: 3 clusters Score -2331948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2331946.750000 Penalty: 3186.371338
	Iteration 36Q: 3 clusters Score -2331947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2331943.500000 Penalty: 3186.371338
	Iteration 37Q: 3 clusters Score -2331944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2331945.250000 Penalty: 3186.371338
	Iteration 38Q: 3 clusters Score -2331945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2331946.750000 Penalty: 3186.371338
	Iteration 39Q: 3 clusters Score -2331947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2331947.500000 Penalty: 3186.371338
	Iteration 40F: 3 clusters Score -2331948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2331946.000000 Penalty: 3186.371338
	Iteration 41Q: 3 clusters Score -2331946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2331948.500000 Penalty: 3186.371338
	Iteration 42Q: 3 clusters Score -2331948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2331948.000000 Penalty: 3186.371338
	Iteration 43Q: 3 clusters Score -2331948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2331947.000000 Penalty: 3186.371338
	Iteration 44Q: 3 clusters Score -2331947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2331948.500000 Penalty: 3186.371338
	Iteration 45Q: 3 clusters Score -2331948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2331949.500000 Penalty: 3186.371338
	Iteration 46Q: 3 clusters Score -2331950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2331949.500000 Penalty: 3186.371338
	Iteration 47F: 3 clusters Score -2331950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Entering Unmasked Estep 
Score: -4559076.000000 Penalty: 1704.389038
	Iteration 0F: 2 clusters Score -4559076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -4535079.500000 Penalty: 3408.778076
	Iteration 0F: 3 clusters Score -4535080 nChanged 16635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4544549.500000 Penalty: 3408.778076
	Iteration 1F: 3 clusters Score -4544550 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4545221.500000 Penalty: 3408.778076
	Iteration 2Q: 3 clusters Score -4545222 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -4546127.000000 Penalty: 3408.778076
	Iteration 3F: 3 clusters Score -4546127 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -4547514.500000 Penalty: 3408.778076
	Iteration 4F: 3 clusters Score -4547514 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4549562.000000 Penalty: 3408.778076
	Iteration 5F: 3 clusters Score -4549562 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4552231.000000 Penalty: 3408.778076
	Iteration 6F: 3 clusters Score -4552231 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4554598.000000 Penalty: 3408.778076
	Iteration 7F: 3 clusters Score -4554598 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4556080.000000 Penalty: 3408.778076
	Iteration 8Q: 3 clusters Score -4556080 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4556817.500000 Penalty: 3408.778076
	Iteration 9Q: 3 clusters Score -4556818 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4557176.500000 Penalty: 3408.778076
	Iteration 10Q: 3 clusters Score -4557176 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4557360.500000 Penalty: 3408.778076
	Iteration 11Q: 3 clusters Score -4557360 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4557488.000000 Penalty: 3408.778076
	Iteration 12Q: 3 clusters Score -4557488 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4557571.000000 Penalty: 3408.778076
	Iteration 13Q: 3 clusters Score -4557571 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4557649.000000 Penalty: 3408.778076
	Iteration 14Q: 3 clusters Score -4557649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4557711.000000 Penalty: 3408.778076
	Iteration 15Q: 3 clusters Score -4557711 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4557754.500000 Penalty: 3408.778076
	Iteration 16Q: 3 clusters Score -4557754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4557791.500000 Penalty: 3408.778076
	Iteration 17Q: 3 clusters Score -4557792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4557812.000000 Penalty: 3408.778076
	Iteration 18Q: 3 clusters Score -4557812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4557836.500000 Penalty: 3408.778076
	Iteration 19Q: 3 clusters Score -4557836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4557847.500000 Penalty: 3408.778076
	Iteration 20F: 3 clusters Score -4557848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4557866.000000 Penalty: 3408.778076
	Iteration 21Q: 3 clusters Score -4557866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4557881.000000 Penalty: 3408.778076
	Iteration 22Q: 3 clusters Score -4557881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4557888.500000 Penalty: 3408.778076
	Iteration 23Q: 3 clusters Score -4557888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4557892.500000 Penalty: 3408.778076
	Iteration 24Q: 3 clusters Score -4557892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4557895.500000 Penalty: 3408.778076
	Iteration 25Q: 3 clusters Score -4557896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4557896.500000 Penalty: 3408.778076
	Iteration 26Q: 3 clusters Score -4557896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4557903.000000 Penalty: 3408.778076
	Iteration 27Q: 3 clusters Score -4557903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4557906.500000 Penalty: 3408.778076
	Iteration 28Q: 3 clusters Score -4557906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4557918.500000 Penalty: 3408.778076
	Iteration 29Q: 3 clusters Score -4557918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4557921.000000 Penalty: 3408.778076
	Iteration 30Q: 3 clusters Score -4557921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4557919.500000 Penalty: 3408.778076
	Iteration 31Q: 3 clusters Score -4557920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4557920.000000 Penalty: 3408.778076
	Iteration 32Q: 3 clusters Score -4557920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4557923.000000 Penalty: 3408.778076
	Iteration 33Q: 3 clusters Score -4557923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4557920.000000 Penalty: 3408.778076
	Iteration 34Q: 3 clusters Score -4557920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4557919.500000 Penalty: 3408.778076
	Iteration 35Q: 3 clusters Score -4557920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4557918.500000 Penalty: 3408.778076
	Iteration 36Q: 3 clusters Score -4557918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4557918.500000 Penalty: 3408.778076
	Iteration 37F: 3 clusters Score -4557918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -14928.125977 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -14928.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14417.042969 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -14417.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14554.302734 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -14554.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14623.731445 Penalty: 1700.110352
	Iteration 2F: 3 clusters Score -14623.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14629.791016 Penalty: 1700.110352
	Iteration 3Q: 3 clusters Score -14629.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14629.791016 Penalty: 1700.110352
	Iteration 4F: 3 clusters Score -14629.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 68777 members 
Mstep: Class 4 contains 61423 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 5872 members 
Mstep: Class 8 contains 43668 members 
Mstep: Class 9 contains 61822 members 
Mstep: Class 11 contains 10722 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 15489 members 
Mstep: Class 15 contains 77466 members 
Mstep: Class 18 contains 18110 members 
Mstep: Class 21 contains 35902 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65793468.000000 Penalty: 36390.246094
Iteration 119Q: 18 clusters Score -6.579347e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 11422 members 
Mstep: Class 3 contains 68806 members 
Mstep: Class 4 contains 61764 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 5444 members 
Mstep: Class 7 contains 5863 members 
Mstep: Class 8 contains 44103 members 
Mstep: Class 9 contains 63079 members 
Mstep: Class 10 contains 17573 members 
Mstep: Class 11 contains 10854 members 
Mstep: Class 12 contains 5597 members 
Mstep: Class 13 contains 15490 members 
Mstep: Class 15 contains 77239 members 
Mstep: Class 18 contains 17615 members 
Mstep: Class 21 contains 36200 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65795796.000000 Penalty: 36390.246094
Iteration 120F: 18 clusters Score -6.57958e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 68856 members 
Mstep: Class 4 contains 61420 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 5851 members 
Mstep: Class 8 contains 44320 members 
Mstep: Class 9 contains 63875 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 5526 members 
Mstep: Class 13 contains 15485 members 
Mstep: Class 15 contains 76481 members 
Mstep: Class 18 contains 17061 members 
Mstep: Class 21 contains 36135 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65796884.000000 Penalty: 36390.246094
Iteration 121Q: 18 clusters Score -6.579688e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 11321 members 
Mstep: Class 3 contains 68910 members 
Mstep: Class 4 contains 61069 members 
Mstep: Class 5 contains 1011 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 5834 members 
Mstep: Class 8 contains 44608 members 
Mstep: Class 9 contains 64489 members 
Mstep: Class 10 contains 19288 members 
Mstep: Class 11 contains 10808 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 15472 members 
Mstep: Class 15 contains 76179 members 
Mstep: Class 18 contains 16442 members 
Mstep: Class 21 contains 36092 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65797840.000000 Penalty: 36390.246094
Iteration 122Q: 18 clusters Score -6.579784e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 68968 members 
Mstep: Class 4 contains 60679 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 7 contains 5828 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 64955 members 
Mstep: Class 10 contains 19860 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 12 contains 5469 members 
Mstep: Class 13 contains 15462 members 
Mstep: Class 15 contains 76028 members 
Mstep: Class 18 contains 15779 members 
Mstep: Class 21 contains 36031 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65798184.000000 Penalty: 36390.246094
Iteration 123Q: 18 clusters Score -6.579818e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 11230 members 
Mstep: Class 3 contains 69041 members 
Mstep: Class 4 contains 60298 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 45367 members 
Mstep: Class 9 contains 65260 members 
Mstep: Class 10 contains 20417 members 
Mstep: Class 11 contains 10870 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 15444 members 
Mstep: Class 15 contains 75952 members 
Mstep: Class 18 contains 15043 members 
Mstep: Class 21 contains 36004 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65798848.000000 Penalty: 36390.246094
Iteration 124Q: 18 clusters Score -6.579885e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 11189 members 
Mstep: Class 3 contains 69105 members 
Mstep: Class 4 contains 59901 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 5816 members 
Mstep: Class 8 contains 45828 members 
Mstep: Class 9 contains 65463 members 
Mstep: Class 10 contains 20959 members 
Mstep: Class 11 contains 10900 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 15442 members 
Mstep: Class 15 contains 76008 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 21 contains 35966 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65799116.000000 Penalty: 36390.246094
Iteration 125Q: 18 clusters Score -6.579912e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 11164 members 
Mstep: Class 3 contains 69163 members 
Mstep: Class 4 contains 59536 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 46346 members 
Mstep: Class 9 contains 65612 members 
Mstep: Class 10 contains 21463 members 
Mstep: Class 11 contains 10923 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 15434 members 
Mstep: Class 15 contains 76068 members 
Mstep: Class 18 contains 13436 members 
Mstep: Class 21 contains 35931 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65799640.000000 Penalty: 36390.246094
Iteration 126Q: 18 clusters Score -6.579964e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 11137 members 
Mstep: Class 3 contains 69233 members 
Mstep: Class 4 contains 59191 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 5801 members 
Mstep: Class 8 contains 46812 members 
Mstep: Class 9 contains 65749 members 
Mstep: Class 10 contains 21973 members 
Mstep: Class 11 contains 10963 members 
Mstep: Class 12 contains 5396 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 15 contains 76093 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 21 contains 35907 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65799904.000000 Penalty: 36390.246094
Iteration 127Q: 18 clusters Score -6.57999e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 69301 members 
Mstep: Class 4 contains 58905 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5588 members 
Mstep: Class 7 contains 5789 members 
Mstep: Class 8 contains 47246 members 
Mstep: Class 9 contains 65829 members 
Mstep: Class 10 contains 22477 members 
Mstep: Class 11 contains 10992 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 15 contains 76127 members 
Mstep: Class 18 contains 11863 members 
Mstep: Class 21 contains 35889 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800216.000000 Penalty: 36390.246094
Iteration 128Q: 18 clusters Score -6.580022e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 11084 members 
Mstep: Class 3 contains 69385 members 
Mstep: Class 4 contains 58600 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5606 members 
Mstep: Class 7 contains 5778 members 
Mstep: Class 8 contains 47650 members 
Mstep: Class 9 contains 65879 members 
Mstep: Class 10 contains 23022 members 
Mstep: Class 11 contains 11021 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 15 contains 76157 members 
Mstep: Class 18 contains 11109 members 
Mstep: Class 21 contains 35866 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800580.000000 Penalty: 36390.246094
Iteration 129Q: 18 clusters Score -6.580058e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 11056 members 
Mstep: Class 3 contains 69448 members 
Mstep: Class 4 contains 58260 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 5764 members 
Mstep: Class 8 contains 48050 members 
Mstep: Class 9 contains 65906 members 
Mstep: Class 10 contains 23570 members 
Mstep: Class 11 contains 11053 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 15 contains 76211 members 
Mstep: Class 18 contains 10380 members 
Mstep: Class 21 contains 35849 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65800784.000000 Penalty: 36390.246094
Iteration 130Q: 18 clusters Score -6.580078e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 69501 members 
Mstep: Class 4 contains 57950 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 5631 members 
Mstep: Class 7 contains 5743 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 65887 members 
Mstep: Class 10 contains 24134 members 
Mstep: Class 11 contains 11084 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 15 contains 76224 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 21 contains 35839 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801128.000000 Penalty: 36390.246094
Iteration 131Q: 18 clusters Score -6.580113e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 11019 members 
Mstep: Class 3 contains 69552 members 
Mstep: Class 4 contains 57620 members 
Mstep: Class 5 contains 1008 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 7 contains 5717 members 
Mstep: Class 8 contains 48897 members 
Mstep: Class 9 contains 65868 members 
Mstep: Class 10 contains 24702 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 5350 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 15 contains 76240 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 21 contains 35839 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801476.000000 Penalty: 36390.246094
Iteration 132Q: 18 clusters Score -6.580148e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 11002 members 
Mstep: Class 3 contains 69595 members 
Mstep: Class 4 contains 57331 members 
Mstep: Class 5 contains 1007 members 
Mstep: Class 6 contains 5662 members 
Mstep: Class 7 contains 5697 members 
Mstep: Class 8 contains 49233 members 
Mstep: Class 9 contains 65832 members 
Mstep: Class 10 contains 25244 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 15409 members 
Mstep: Class 15 contains 76267 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 21 contains 35838 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801696.000000 Penalty: 36390.246094
Iteration 133Q: 18 clusters Score -6.58017e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 10983 members 
Mstep: Class 3 contains 69633 members 
Mstep: Class 4 contains 57011 members 
Mstep: Class 5 contains 1006 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 5667 members 
Mstep: Class 8 contains 49509 members 
Mstep: Class 9 contains 65773 members 
Mstep: Class 10 contains 25805 members 
Mstep: Class 11 contains 11170 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 15 contains 76313 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 21 contains 35842 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65801904.000000 Penalty: 36390.246094
Iteration 134Q: 18 clusters Score -6.58019e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 69677 members 
Mstep: Class 4 contains 56655 members 
Mstep: Class 5 contains 1007 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 49639 members 
Mstep: Class 9 contains 65685 members 
Mstep: Class 10 contains 26435 members 
Mstep: Class 11 contains 11199 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 15430 members 
Mstep: Class 15 contains 76348 members 
Mstep: Class 18 contains 7506 members 
Mstep: Class 21 contains 35855 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802236.000000 Penalty: 36390.246094
Iteration 135Q: 18 clusters Score -6.580224e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 69691 members 
Mstep: Class 4 contains 56315 members 
Mstep: Class 5 contains 1006 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 5603 members 
Mstep: Class 8 contains 49720 members 
Mstep: Class 9 contains 65621 members 
Mstep: Class 10 contains 27033 members 
Mstep: Class 11 contains 11217 members 
Mstep: Class 12 contains 5322 members 
Mstep: Class 13 contains 15445 members 
Mstep: Class 15 contains 76373 members 
Mstep: Class 18 contains 7228 members 
Mstep: Class 21 contains 35863 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802444.000000 Penalty: 36390.246094
Iteration 136Q: 18 clusters Score -6.580244e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 10926 members 
Mstep: Class 3 contains 69698 members 
Mstep: Class 4 contains 55941 members 
Mstep: Class 5 contains 1005 members 
Mstep: Class 6 contains 5706 members 
Mstep: Class 7 contains 5580 members 
Mstep: Class 8 contains 49763 members 
Mstep: Class 9 contains 65529 members 
Mstep: Class 10 contains 27672 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 5319 members 
Mstep: Class 13 contains 15452 members 
Mstep: Class 15 contains 76390 members 
Mstep: Class 18 contains 7002 members 
Mstep: Class 21 contains 35873 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802572.000000 Penalty: 36390.246094
Iteration 137Q: 18 clusters Score -6.580257e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 10902 members 
Mstep: Class 3 contains 69699 members 
Mstep: Class 4 contains 55557 members 
Mstep: Class 5 contains 1004 members 
Mstep: Class 6 contains 5722 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 49768 members 
Mstep: Class 9 contains 65431 members 
Mstep: Class 10 contains 28316 members 
Mstep: Class 11 contains 11276 members 
Mstep: Class 12 contains 5320 members 
Mstep: Class 13 contains 15468 members 
Mstep: Class 15 contains 76407 members 
Mstep: Class 18 contains 6808 members 
Mstep: Class 21 contains 35887 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802820.000000 Penalty: 36390.246094
Iteration 138Q: 18 clusters Score -6.580282e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 10880 members 
Mstep: Class 3 contains 69682 members 
Mstep: Class 4 contains 55175 members 
Mstep: Class 5 contains 1004 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 5530 members 
Mstep: Class 8 contains 49755 members 
Mstep: Class 9 contains 65337 members 
Mstep: Class 10 contains 28939 members 
Mstep: Class 11 contains 11313 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 15482 members 
Mstep: Class 15 contains 76425 members 
Mstep: Class 18 contains 6669 members 
Mstep: Class 21 contains 35902 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802824.000000 Penalty: 36390.246094
Iteration 139Q: 18 clusters Score -6.580282e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82592 members 
Mstep: Class 2 contains 10860 members 
Mstep: Class 3 contains 69676 members 
Mstep: Class 4 contains 54802 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 5752 members 
Mstep: Class 7 contains 5506 members 
Mstep: Class 8 contains 49740 members 
Mstep: Class 9 contains 65222 members 
Mstep: Class 10 contains 29532 members 
Mstep: Class 11 contains 11344 members 
Mstep: Class 12 contains 5307 members 
Mstep: Class 13 contains 15490 members 
Mstep: Class 15 contains 76447 members 
Mstep: Class 18 contains 6547 members 
Mstep: Class 21 contains 35924 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65802956.000000 Penalty: 36390.246094
Iteration 140F: 18 clusters Score -6.580296e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 10838 members 
Mstep: Class 3 contains 69661 members 
Mstep: Class 4 contains 54431 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 6 contains 5766 members 
Mstep: Class 7 contains 5484 members 
Mstep: Class 8 contains 49697 members 
Mstep: Class 9 contains 65077 members 
Mstep: Class 10 contains 30158 members 
Mstep: Class 11 contains 11375 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 15500 members 
Mstep: Class 15 contains 76471 members 
Mstep: Class 18 contains 6450 members 
Mstep: Class 21 contains 35946 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803088.000000 Penalty: 36390.246094
Iteration 141Q: 18 clusters Score -6.580309e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 10817 members 
Mstep: Class 3 contains 69653 members 
Mstep: Class 4 contains 54029 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 6 contains 5783 members 
Mstep: Class 7 contains 5465 members 
Mstep: Class 8 contains 49652 members 
Mstep: Class 9 contains 64941 members 
Mstep: Class 10 contains 30793 members 
Mstep: Class 11 contains 11413 members 
Mstep: Class 12 contains 5300 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 15 contains 76487 members 
Mstep: Class 18 contains 6366 members 
Mstep: Class 21 contains 35963 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803184.000000 Penalty: 36390.246094
Iteration 142Q: 18 clusters Score -6.580318e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 10799 members 
Mstep: Class 3 contains 69634 members 
Mstep: Class 4 contains 53613 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 5442 members 
Mstep: Class 8 contains 49610 members 
Mstep: Class 9 contains 64779 members 
Mstep: Class 10 contains 31405 members 
Mstep: Class 11 contains 11451 members 
Mstep: Class 12 contains 5298 members 
Mstep: Class 13 contains 15518 members 
Mstep: Class 15 contains 76543 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 21 contains 35983 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803400.000000 Penalty: 36390.246094
Iteration 143Q: 18 clusters Score -6.58034e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 10776 members 
Mstep: Class 3 contains 69623 members 
Mstep: Class 4 contains 53191 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 49552 members 
Mstep: Class 9 contains 64643 members 
Mstep: Class 10 contains 32019 members 
Mstep: Class 11 contains 11493 members 
Mstep: Class 12 contains 5304 members 
Mstep: Class 13 contains 15536 members 
Mstep: Class 15 contains 76580 members 
Mstep: Class 18 contains 6255 members 
Mstep: Class 21 contains 36002 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803340.000000 Penalty: 36390.246094
Iteration 144Q: 18 clusters Score -6.580334e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 10766 members 
Mstep: Class 3 contains 69611 members 
Mstep: Class 4 contains 52791 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 5377 members 
Mstep: Class 8 contains 49506 members 
Mstep: Class 9 contains 64534 members 
Mstep: Class 10 contains 32576 members 
Mstep: Class 11 contains 11534 members 
Mstep: Class 12 contains 5305 members 
Mstep: Class 13 contains 15548 members 
Mstep: Class 15 contains 76605 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 21 contains 36009 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803428.000000 Penalty: 36390.246094
Iteration 145Q: 18 clusters Score -6.580343e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 10761 members 
Mstep: Class 3 contains 69588 members 
Mstep: Class 4 contains 52391 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 5852 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 8 contains 49448 members 
Mstep: Class 9 contains 64418 members 
Mstep: Class 10 contains 33117 members 
Mstep: Class 11 contains 11580 members 
Mstep: Class 12 contains 5302 members 
Mstep: Class 13 contains 15558 members 
Mstep: Class 15 contains 76632 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 21 contains 36036 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803360.000000 Penalty: 36390.246094
Iteration 146Q: 18 clusters Score -6.580336e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 69566 members 
Mstep: Class 4 contains 52025 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 49393 members 
Mstep: Class 9 contains 64296 members 
Mstep: Class 10 contains 33645 members 
Mstep: Class 11 contains 11626 members 
Mstep: Class 12 contains 5296 members 
Mstep: Class 13 contains 15568 members 
Mstep: Class 15 contains 76655 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 21 contains 36052 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803616.000000 Penalty: 36390.246094
Iteration 147Q: 18 clusters Score -6.580362e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 69551 members 
Mstep: Class 4 contains 51670 members 
Mstep: Class 5 contains 1001 members 
Mstep: Class 6 contains 5877 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 49348 members 
Mstep: Class 9 contains 64167 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 11671 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 15 contains 76659 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 21 contains 36064 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803600.000000 Penalty: 36390.246094
Iteration 148Q: 18 clusters Score -6.58036e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 10745 members 
Mstep: Class 3 contains 69530 members 
Mstep: Class 4 contains 51328 members 
Mstep: Class 5 contains 1000 members 
Mstep: Class 6 contains 5896 members 
Mstep: Class 7 contains 5259 members 
Mstep: Class 8 contains 49320 members 
Mstep: Class 9 contains 64062 members 
Mstep: Class 10 contains 34663 members 
Mstep: Class 11 contains 11717 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 13 contains 15575 members 
Mstep: Class 15 contains 76667 members 
Mstep: Class 18 contains 6138 members 
Mstep: Class 21 contains 36080 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803832.000000 Penalty: 36390.246094
Iteration 149Q: 18 clusters Score -6.580383e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 69517 members 
Mstep: Class 4 contains 50969 members 
Mstep: Class 5 contains 1001 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 49281 members 
Mstep: Class 9 contains 63969 members 
Mstep: Class 10 contains 35169 members 
Mstep: Class 11 contains 11764 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 15587 members 
Mstep: Class 15 contains 76666 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 21 contains 36091 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803856.000000 Penalty: 36390.246094
Iteration 150Q: 18 clusters Score -6.580386e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 69508 members 
Mstep: Class 4 contains 50596 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 6 contains 5927 members 
Mstep: Class 7 contains 5171 members 
Mstep: Class 8 contains 49231 members 
Mstep: Class 9 contains 63861 members 
Mstep: Class 10 contains 35698 members 
Mstep: Class 11 contains 11798 members 
Mstep: Class 12 contains 5275 members 
Mstep: Class 13 contains 15610 members 
Mstep: Class 15 contains 76681 members 
Mstep: Class 18 contains 6105 members 
Mstep: Class 21 contains 36099 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65803864.000000 Penalty: 36390.246094
Iteration 151Q: 18 clusters Score -6.580386e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 69500 members 
Mstep: Class 4 contains 50208 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 49175 members 
Mstep: Class 9 contains 63750 members 
Mstep: Class 10 contains 36247 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 15619 members 
Mstep: Class 15 contains 76674 members 
Mstep: Class 18 contains 6094 members 
Mstep: Class 21 contains 36115 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804128.000000 Penalty: 36390.246094
Iteration 152Q: 18 clusters Score -6.580413e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 69493 members 
Mstep: Class 4 contains 49801 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 49114 members 
Mstep: Class 9 contains 63642 members 
Mstep: Class 10 contains 36807 members 
Mstep: Class 11 contains 11888 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 15624 members 
Mstep: Class 15 contains 76657 members 
Mstep: Class 18 contains 6083 members 
Mstep: Class 21 contains 36144 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804092.000000 Penalty: 36390.246094
Iteration 153Q: 18 clusters Score -6.580409e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 69484 members 
Mstep: Class 4 contains 49379 members 
Mstep: Class 5 contains 1001 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 49043 members 
Mstep: Class 9 contains 63562 members 
Mstep: Class 10 contains 37359 members 
Mstep: Class 11 contains 11929 members 
Mstep: Class 12 contains 5282 members 
Mstep: Class 13 contains 15625 members 
Mstep: Class 15 contains 76670 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 21 contains 36172 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804220.000000 Penalty: 36390.246094
Iteration 154Q: 18 clusters Score -6.580422e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 69489 members 
Mstep: Class 4 contains 48941 members 
Mstep: Class 5 contains 999 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 5018 members 
Mstep: Class 8 contains 48978 members 
Mstep: Class 9 contains 63475 members 
Mstep: Class 10 contains 37927 members 
Mstep: Class 11 contains 11967 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 15639 members 
Mstep: Class 15 contains 76666 members 
Mstep: Class 18 contains 6073 members 
Mstep: Class 21 contains 36192 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804348.000000 Penalty: 36390.246094
Iteration 155Q: 18 clusters Score -6.580435e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 10651 members 
Mstep: Class 3 contains 69493 members 
Mstep: Class 4 contains 48508 members 
Mstep: Class 5 contains 997 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 4972 members 
Mstep: Class 8 contains 48895 members 
Mstep: Class 9 contains 63394 members 
Mstep: Class 10 contains 38499 members 
Mstep: Class 11 contains 12005 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 15647 members 
Mstep: Class 15 contains 76665 members 
Mstep: Class 18 contains 6065 members 
Mstep: Class 21 contains 36226 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804524.000000 Penalty: 36390.246094
Iteration 156Q: 18 clusters Score -6.580452e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 10638 members 
Mstep: Class 3 contains 69492 members 
Mstep: Class 4 contains 48112 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 4931 members 
Mstep: Class 8 contains 48826 members 
Mstep: Class 9 contains 63299 members 
Mstep: Class 10 contains 39051 members 
Mstep: Class 11 contains 12045 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 15654 members 
Mstep: Class 15 contains 76643 members 
Mstep: Class 18 contains 6058 members 
Mstep: Class 21 contains 36255 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804572.000000 Penalty: 36390.246094
Iteration 157Q: 18 clusters Score -6.580457e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 69486 members 
Mstep: Class 4 contains 47756 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 6073 members 
Mstep: Class 7 contains 4889 members 
Mstep: Class 8 contains 48757 members 
Mstep: Class 9 contains 63191 members 
Mstep: Class 10 contains 39585 members 
Mstep: Class 11 contains 12085 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 15653 members 
Mstep: Class 15 contains 76636 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 21 contains 36278 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804512.000000 Penalty: 36390.246094
Iteration 158Q: 18 clusters Score -6.580451e+07 nChanged 1060
Entering ConstructFrom: 
Score: -65804512.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (82401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Entering Unmasked Estep 
Score: -10551116.000000 Penalty: 1839.394897
	Iteration 0F: 2 clusters Score -1.055112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -10501042.000000 Penalty: 3678.789795
	Iteration 0F: 3 clusters Score -1.050104e+07 nChanged 39144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -10523696.000000 Penalty: 3678.789795
	Iteration 1F: 3 clusters Score -1.05237e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -10524426.000000 Penalty: 3678.789795
	Iteration 2Q: 3 clusters Score -1.052443e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -10525311.000000 Penalty: 3678.789795
	Iteration 3Q: 3 clusters Score -1.052531e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -10526732.000000 Penalty: 3678.789795
	Iteration 4Q: 3 clusters Score -1.052673e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -10528811.000000 Penalty: 3678.789795
	Iteration 5F: 3 clusters Score -1.052881e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -10531854.000000 Penalty: 3678.789795
	Iteration 6F: 3 clusters Score -1.053185e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -10535868.000000 Penalty: 3678.789795
	Iteration 7F: 3 clusters Score -1.053587e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -10539309.000000 Penalty: 3678.789795
	Iteration 8F: 3 clusters Score -1.053931e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -10540925.000000 Penalty: 3678.789795
	Iteration 9Q: 3 clusters Score -1.054092e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -10541313.000000 Penalty: 3678.789795
	Iteration 10Q: 3 clusters Score -1.054131e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -10541510.000000 Penalty: 3678.789795
	Iteration 11Q: 3 clusters Score -1.054151e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -10541628.000000 Penalty: 3678.789795
	Iteration 12Q: 3 clusters Score -1.054163e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -10541730.000000 Penalty: 3678.789795
	Iteration 13Q: 3 clusters Score -1.054173e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -10541929.000000 Penalty: 3678.789795
	Iteration 14Q: 3 clusters Score -1.054193e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -10542065.000000 Penalty: 3678.789795
	Iteration 15Q: 3 clusters Score -1.054206e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -10542183.000000 Penalty: 3678.789795
	Iteration 16Q: 3 clusters Score -1.054218e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -10542404.000000 Penalty: 3678.789795
	Iteration 17Q: 3 clusters Score -1.05424e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -10542606.000000 Penalty: 3678.789795
	Iteration 18Q: 3 clusters Score -1.054261e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -10542793.000000 Penalty: 3678.789795
	Iteration 19Q: 3 clusters Score -1.054279e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -10542977.000000 Penalty: 3678.789795
	Iteration 20F: 3 clusters Score -1.054298e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -10543230.000000 Penalty: 3678.789795
	Iteration 21Q: 3 clusters Score -1.054323e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -10543408.000000 Penalty: 3678.789795
	Iteration 22Q: 3 clusters Score -1.054341e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -10543509.000000 Penalty: 3678.789795
	Iteration 23Q: 3 clusters Score -1.054351e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -10543529.000000 Penalty: 3678.789795
	Iteration 24Q: 3 clusters Score -1.054353e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -10543540.000000 Penalty: 3678.789795
	Iteration 25Q: 3 clusters Score -1.054354e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -10543630.000000 Penalty: 3678.789795
	Iteration 26Q: 3 clusters Score -1.054363e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -10543804.000000 Penalty: 3678.789795
	Iteration 27Q: 3 clusters Score -1.05438e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -10544098.000000 Penalty: 3678.789795
	Iteration 28Q: 3 clusters Score -1.05441e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -10544446.000000 Penalty: 3678.789795
	Iteration 29Q: 3 clusters Score -1.054445e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -10544819.000000 Penalty: 3678.789795
	Iteration 30Q: 3 clusters Score -1.054482e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -10545205.000000 Penalty: 3678.789795
	Iteration 31Q: 3 clusters Score -1.05452e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -10545622.000000 Penalty: 3678.789795
	Iteration 32Q: 3 clusters Score -1.054562e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -10546064.000000 Penalty: 3678.789795
	Iteration 33Q: 3 clusters Score -1.054606e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -10546551.000000 Penalty: 3678.789795
	Iteration 34Q: 3 clusters Score -1.054655e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -10547269.000000 Penalty: 3678.789795
	Iteration 35Q: 3 clusters Score -1.054727e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -10547894.000000 Penalty: 3678.789795
	Iteration 36Q: 3 clusters Score -1.054789e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -10548227.000000 Penalty: 3678.789795
	Iteration 37Q: 3 clusters Score -1.054823e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -10548463.000000 Penalty: 3678.789795
	Iteration 38Q: 3 clusters Score -1.054846e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -10548576.000000 Penalty: 3678.789795
	Iteration 39Q: 3 clusters Score -1.054858e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -10548965.000000 Penalty: 3678.789795
	Iteration 40F: 3 clusters Score -1.054896e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -10549235.000000 Penalty: 3678.789795
	Iteration 41Q: 3 clusters Score -1.054924e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -10549331.000000 Penalty: 3678.789795
	Iteration 42Q: 3 clusters Score -1.054933e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79397 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -10549408.000000 Penalty: 3678.789795
	Iteration 43Q: 3 clusters Score -1.054941e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10549504.000000 Penalty: 3678.789795
	Iteration 44Q: 3 clusters Score -1.05495e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10549572.000000 Penalty: 3678.789795
	Iteration 45Q: 3 clusters Score -1.054957e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10549621.000000 Penalty: 3678.789795
	Iteration 46Q: 3 clusters Score -1.054962e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10549658.000000 Penalty: 3678.789795
	Iteration 47Q: 3 clusters Score -1.054966e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10549702.000000 Penalty: 3678.789795
	Iteration 48Q: 3 clusters Score -1.05497e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10549687.000000 Penalty: 3678.789795
	Iteration 49Q: 3 clusters Score -1.054969e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10549691.000000 Penalty: 3678.789795
	Iteration 50Q: 3 clusters Score -1.054969e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10549710.000000 Penalty: 3678.789795
	Iteration 51Q: 3 clusters Score -1.054971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10549700.000000 Penalty: 3678.789795
	Iteration 52Q: 3 clusters Score -1.05497e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10549723.000000 Penalty: 3678.789795
	Iteration 53Q: 3 clusters Score -1.054972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10549736.000000 Penalty: 3678.789795
	Iteration 54Q: 3 clusters Score -1.054974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10549744.000000 Penalty: 3678.789795
	Iteration 55Q: 3 clusters Score -1.054974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10549736.000000 Penalty: 3678.789795
	Iteration 56Q: 3 clusters Score -1.054974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10549739.000000 Penalty: 3678.789795
	Iteration 57Q: 3 clusters Score -1.054974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10549728.000000 Penalty: 3678.789795
	Iteration 58Q: 3 clusters Score -1.054973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10549740.000000 Penalty: 3678.789795
	Iteration 59Q: 3 clusters Score -1.054974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10549737.000000 Penalty: 3678.789795
	Iteration 60F: 3 clusters Score -1.054974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10549736.000000 Penalty: 3678.789795
	Iteration 61Q: 3 clusters Score -1.054974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10549739.000000 Penalty: 3678.789795
	Iteration 62Q: 3 clusters Score -1.054974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10549737.000000 Penalty: 3678.789795
	Iteration 63Q: 3 clusters Score -1.054974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10549731.000000 Penalty: 3678.789795
	Iteration 64Q: 3 clusters Score -1.054973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10549731.000000 Penalty: 3678.789795
	Iteration 65F: 3 clusters Score -1.054973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Entering Unmasked Estep 
Score: -1365894.625000 Penalty: 1506.332886
	Iteration 0F: 2 clusters Score -1365895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1358311.250000 Penalty: 3012.665771
	Iteration 0F: 3 clusters Score -1358311 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1360691.250000 Penalty: 3012.665771
	Iteration 1F: 3 clusters Score -1360691 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1360882.250000 Penalty: 3012.665771
	Iteration 2F: 3 clusters Score -1360882 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1361034.000000 Penalty: 3012.665771
	Iteration 3Q: 3 clusters Score -1361034 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1361161.375000 Penalty: 3012.665771
	Iteration 4Q: 3 clusters Score -1361161 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1361259.625000 Penalty: 3012.665771
	Iteration 5Q: 3 clusters Score -1361260 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1361372.750000 Penalty: 3012.665771
	Iteration 6Q: 3 clusters Score -1361373 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1361482.375000 Penalty: 3012.665771
	Iteration 7Q: 3 clusters Score -1361482 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1361603.750000 Penalty: 3012.665771
	Iteration 8Q: 3 clusters Score -1361604 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1361721.125000 Penalty: 3012.665771
	Iteration 9Q: 3 clusters Score -1361721 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1361861.250000 Penalty: 3012.665771
	Iteration 10Q: 3 clusters Score -1361861 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1362031.000000 Penalty: 3012.665771
	Iteration 11Q: 3 clusters Score -1362031 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1362232.250000 Penalty: 3012.665771
	Iteration 12Q: 3 clusters Score -1362232 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1362488.000000 Penalty: 3012.665771
	Iteration 13Q: 3 clusters Score -1362488 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1362802.250000 Penalty: 3012.665771
	Iteration 14Q: 3 clusters Score -1362802 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1363100.250000 Penalty: 3012.665771
	Iteration 15Q: 3 clusters Score -1363100 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1363386.000000 Penalty: 3012.665771
	Iteration 16Q: 3 clusters Score -1363386 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1363628.375000 Penalty: 3012.665771
	Iteration 17Q: 3 clusters Score -1363628 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1363801.000000 Penalty: 3012.665771
	Iteration 18Q: 3 clusters Score -1363801 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1363921.125000 Penalty: 3012.665771
	Iteration 19Q: 3 clusters Score -1363921 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1364022.875000 Penalty: 3012.665771
	Iteration 20F: 3 clusters Score -1364023 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1364101.375000 Penalty: 3012.665771
	Iteration 21Q: 3 clusters Score -1364101 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1364170.750000 Penalty: 3012.665771
	Iteration 22Q: 3 clusters Score -1364171 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1364237.500000 Penalty: 3012.665771
	Iteration 23Q: 3 clusters Score -1364238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1364293.875000 Penalty: 3012.665771
	Iteration 24Q: 3 clusters Score -1364294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1364343.000000 Penalty: 3012.665771
	Iteration 25Q: 3 clusters Score -1364343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1364379.000000 Penalty: 3012.665771
	Iteration 26Q: 3 clusters Score -1364379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1364417.000000 Penalty: 3012.665771
	Iteration 27Q: 3 clusters Score -1364417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1364437.875000 Penalty: 3012.665771
	Iteration 28Q: 3 clusters Score -1364438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1364458.500000 Penalty: 3012.665771
	Iteration 29Q: 3 clusters Score -1364458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1364474.125000 Penalty: 3012.665771
	Iteration 30Q: 3 clusters Score -1364474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1364491.750000 Penalty: 3012.665771
	Iteration 31Q: 3 clusters Score -1364492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1364512.125000 Penalty: 3012.665771
	Iteration 32Q: 3 clusters Score -1364512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1364528.375000 Penalty: 3012.665771
	Iteration 33Q: 3 clusters Score -1364528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1364535.250000 Penalty: 3012.665771
	Iteration 34Q: 3 clusters Score -1364535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1364545.000000 Penalty: 3012.665771
	Iteration 35Q: 3 clusters Score -1364545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1364553.750000 Penalty: 3012.665771
	Iteration 36Q: 3 clusters Score -1364554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1364560.375000 Penalty: 3012.665771
	Iteration 37Q: 3 clusters Score -1364560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1364566.375000 Penalty: 3012.665771
	Iteration 38Q: 3 clusters Score -1364566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1364576.500000 Penalty: 3012.665771
	Iteration 39Q: 3 clusters Score -1364576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1364583.625000 Penalty: 3012.665771
	Iteration 40F: 3 clusters Score -1364584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1364591.875000 Penalty: 3012.665771
	Iteration 41Q: 3 clusters Score -1364592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1364595.750000 Penalty: 3012.665771
	Iteration 42Q: 3 clusters Score -1364596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1364602.125000 Penalty: 3012.665771
	Iteration 43Q: 3 clusters Score -1364602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1364606.500000 Penalty: 3012.665771
	Iteration 44Q: 3 clusters Score -1364606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1364613.250000 Penalty: 3012.665771
	Iteration 45Q: 3 clusters Score -1364613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1364612.500000 Penalty: 3012.665771
	Iteration 46Q: 3 clusters Score -1364612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1364615.875000 Penalty: 3012.665771
	Iteration 47Q: 3 clusters Score -1364616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1364617.875000 Penalty: 3012.665771
	Iteration 48Q: 3 clusters Score -1364618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1364618.875000 Penalty: 3012.665771
	Iteration 49Q: 3 clusters Score -1364619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1364622.125000 Penalty: 3012.665771
	Iteration 50Q: 3 clusters Score -1364622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1364624.250000 Penalty: 3012.665771
	Iteration 51Q: 3 clusters Score -1364624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1364624.500000 Penalty: 3012.665771
	Iteration 52Q: 3 clusters Score -1364624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1364625.500000 Penalty: 3012.665771
	Iteration 53Q: 3 clusters Score -1364626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1364626.500000 Penalty: 3012.665771
	Iteration 54Q: 3 clusters Score -1364626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1364627.375000 Penalty: 3012.665771
	Iteration 55Q: 3 clusters Score -1364627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1364626.750000 Penalty: 3012.665771
	Iteration 56Q: 3 clusters Score -1364627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1364626.750000 Penalty: 3012.665771
	Iteration 57F: 3 clusters Score -1364627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Entering Unmasked Estep 
Score: -8909961.000000 Penalty: 1811.681396
	Iteration 0F: 2 clusters Score -8909961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -8865604.000000 Penalty: 3623.362793
	Iteration 0F: 3 clusters Score -8865604 nChanged 32833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -8884417.000000 Penalty: 3623.362793
	Iteration 1F: 3 clusters Score -8884417 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -8884972.000000 Penalty: 3623.362793
	Iteration 2Q: 3 clusters Score -8884972 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -8885669.000000 Penalty: 3623.362793
	Iteration 3Q: 3 clusters Score -8885669 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8886966.000000 Penalty: 3623.362793
	Iteration 4Q: 3 clusters Score -8886966 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -8889035.000000 Penalty: 3623.362793
	Iteration 5F: 3 clusters Score -8889035 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -8892131.000000 Penalty: 3623.362793
	Iteration 6F: 3 clusters Score -8892131 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8895840.000000 Penalty: 3623.362793
	Iteration 7F: 3 clusters Score -8895840 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -8898869.000000 Penalty: 3623.362793
	Iteration 8F: 3 clusters Score -8898869 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -8900298.000000 Penalty: 3623.362793
	Iteration 9Q: 3 clusters Score -8900298 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8900707.000000 Penalty: 3623.362793
	Iteration 10Q: 3 clusters Score -8900707 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8900907.000000 Penalty: 3623.362793
	Iteration 11Q: 3 clusters Score -8900907 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -8901065.000000 Penalty: 3623.362793
	Iteration 12Q: 3 clusters Score -8901065 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -8901168.000000 Penalty: 3623.362793
	Iteration 13Q: 3 clusters Score -8901168 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8901435.000000 Penalty: 3623.362793
	Iteration 14Q: 3 clusters Score -8901435 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -8901613.000000 Penalty: 3623.362793
	Iteration 15Q: 3 clusters Score -8901613 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -8901802.000000 Penalty: 3623.362793
	Iteration 16Q: 3 clusters Score -8901802 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -8902072.000000 Penalty: 3623.362793
	Iteration 17Q: 3 clusters Score -8902072 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -8902232.000000 Penalty: 3623.362793
	Iteration 18Q: 3 clusters Score -8902232 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -8902467.000000 Penalty: 3623.362793
	Iteration 19Q: 3 clusters Score -8902467 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -8902602.000000 Penalty: 3623.362793
	Iteration 20F: 3 clusters Score -8902602 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -8902755.000000 Penalty: 3623.362793
	Iteration 21Q: 3 clusters Score -8902755 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -8902930.000000 Penalty: 3623.362793
	Iteration 22Q: 3 clusters Score -8902930 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -8903047.000000 Penalty: 3623.362793
	Iteration 23Q: 3 clusters Score -8903047 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -8903206.000000 Penalty: 3623.362793
	Iteration 24Q: 3 clusters Score -8903206 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -8903335.000000 Penalty: 3623.362793
	Iteration 25Q: 3 clusters Score -8903335 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -8903470.000000 Penalty: 3623.362793
	Iteration 26Q: 3 clusters Score -8903470 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -8903532.000000 Penalty: 3623.362793
	Iteration 27Q: 3 clusters Score -8903532 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -8903650.000000 Penalty: 3623.362793
	Iteration 28Q: 3 clusters Score -8903650 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -8903726.000000 Penalty: 3623.362793
	Iteration 29Q: 3 clusters Score -8903726 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -8903800.000000 Penalty: 3623.362793
	Iteration 30Q: 3 clusters Score -8903800 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -8903858.000000 Penalty: 3623.362793
	Iteration 31Q: 3 clusters Score -8903858 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -8903867.000000 Penalty: 3623.362793
	Iteration 32Q: 3 clusters Score -8903867 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -8903946.000000 Penalty: 3623.362793
	Iteration 33Q: 3 clusters Score -8903946 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -8903968.000000 Penalty: 3623.362793
	Iteration 34Q: 3 clusters Score -8903968 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -8904030.000000 Penalty: 3623.362793
	Iteration 35Q: 3 clusters Score -8904030 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -8904129.000000 Penalty: 3623.362793
	Iteration 36Q: 3 clusters Score -8904129 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -8904187.000000 Penalty: 3623.362793
	Iteration 37Q: 3 clusters Score -8904187 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -8904235.000000 Penalty: 3623.362793
	Iteration 38Q: 3 clusters Score -8904235 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -8904254.000000 Penalty: 3623.362793
	Iteration 39Q: 3 clusters Score -8904254 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -8904260.000000 Penalty: 3623.362793
	Iteration 40F: 3 clusters Score -8904260 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -8904252.000000 Penalty: 3623.362793
	Iteration 41Q: 3 clusters Score -8904252 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -8904278.000000 Penalty: 3623.362793
	Iteration 42Q: 3 clusters Score -8904278 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -8904309.000000 Penalty: 3623.362793
	Iteration 43Q: 3 clusters Score -8904309 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -8904367.000000 Penalty: 3623.362793
	Iteration 44Q: 3 clusters Score -8904367 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -8904392.000000 Penalty: 3623.362793
	Iteration 45Q: 3 clusters Score -8904392 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -8904425.000000 Penalty: 3623.362793
	Iteration 46Q: 3 clusters Score -8904425 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -8904443.000000 Penalty: 3623.362793
	Iteration 47Q: 3 clusters Score -8904443 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -8904456.000000 Penalty: 3623.362793
	Iteration 48Q: 3 clusters Score -8904456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -8904494.000000 Penalty: 3623.362793
	Iteration 49Q: 3 clusters Score -8904494 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -8904532.000000 Penalty: 3623.362793
	Iteration 50Q: 3 clusters Score -8904532 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -8904529.000000 Penalty: 3623.362793
	Iteration 51Q: 3 clusters Score -8904529 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -8904578.000000 Penalty: 3623.362793
	Iteration 52Q: 3 clusters Score -8904578 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -8904621.000000 Penalty: 3623.362793
	Iteration 53Q: 3 clusters Score -8904621 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -8904642.000000 Penalty: 3623.362793
	Iteration 54Q: 3 clusters Score -8904642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -8904644.000000 Penalty: 3623.362793
	Iteration 55Q: 3 clusters Score -8904644 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -8904641.000000 Penalty: 3623.362793
	Iteration 56Q: 3 clusters Score -8904641 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -8904675.000000 Penalty: 3623.362793
	Iteration 57Q: 3 clusters Score -8904675 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -8904667.000000 Penalty: 3623.362793
	Iteration 58Q: 3 clusters Score -8904667 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -8904662.000000 Penalty: 3623.362793
	Iteration 59Q: 3 clusters Score -8904662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -8904663.000000 Penalty: 3623.362793
	Iteration 60F: 3 clusters Score -8904663 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -8904672.000000 Penalty: 3623.362793
	Iteration 61Q: 3 clusters Score -8904672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -8904682.000000 Penalty: 3623.362793
	Iteration 62Q: 3 clusters Score -8904682 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -8904715.000000 Penalty: 3623.362793
	Iteration 63Q: 3 clusters Score -8904715 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -8904735.000000 Penalty: 3623.362793
	Iteration 64Q: 3 clusters Score -8904735 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8904732.000000 Penalty: 3623.362793
	Iteration 65Q: 3 clusters Score -8904732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -8904729.000000 Penalty: 3623.362793
	Iteration 66Q: 3 clusters Score -8904729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -8904734.000000 Penalty: 3623.362793
	Iteration 67Q: 3 clusters Score -8904734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -8904744.000000 Penalty: 3623.362793
	Iteration 68Q: 3 clusters Score -8904744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -8904742.000000 Penalty: 3623.362793
	Iteration 69Q: 3 clusters Score -8904742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -8904726.000000 Penalty: 3623.362793
	Iteration 70Q: 3 clusters Score -8904726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -8904730.000000 Penalty: 3623.362793
	Iteration 71Q: 3 clusters Score -8904730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -8904727.000000 Penalty: 3623.362793
	Iteration 72Q: 3 clusters Score -8904727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -8904732.000000 Penalty: 3623.362793
	Iteration 73Q: 3 clusters Score -8904732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -8904740.000000 Penalty: 3623.362793
	Iteration 74Q: 3 clusters Score -8904740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -8904745.000000 Penalty: 3623.362793
	Iteration 75Q: 3 clusters Score -8904745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -8904739.000000 Penalty: 3623.362793
	Iteration 76Q: 3 clusters Score -8904739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -8904739.000000 Penalty: 3623.362793
	Iteration 77Q: 3 clusters Score -8904739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -8904745.000000 Penalty: 3623.362793
	Iteration 78Q: 3 clusters Score -8904745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -8904744.000000 Penalty: 3623.362793
	Iteration 79Q: 3 clusters Score -8904744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -8904744.000000 Penalty: 3623.362793
	Iteration 80F: 3 clusters Score -8904744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -8904748.000000 Penalty: 3623.362793
	Iteration 81Q: 3 clusters Score -8904748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -8904747.000000 Penalty: 3623.362793
	Iteration 82Q: 3 clusters Score -8904747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -8904755.000000 Penalty: 3623.362793
	Iteration 83Q: 3 clusters Score -8904755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -8904755.000000 Penalty: 3623.362793
	Iteration 84Q: 3 clusters Score -8904755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -8904748.000000 Penalty: 3623.362793
	Iteration 85Q: 3 clusters Score -8904748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -8904753.000000 Penalty: 3623.362793
	Iteration 86Q: 3 clusters Score -8904753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -8904752.000000 Penalty: 3623.362793
	Iteration 87Q: 3 clusters Score -8904752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -8904760.000000 Penalty: 3623.362793
	Iteration 88Q: 3 clusters Score -8904760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -8904754.000000 Penalty: 3623.362793
	Iteration 89Q: 3 clusters Score -8904754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -8904743.000000 Penalty: 3623.362793
	Iteration 90Q: 3 clusters Score -8904743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -8904753.000000 Penalty: 3623.362793
	Iteration 91Q: 3 clusters Score -8904753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -8904749.000000 Penalty: 3623.362793
	Iteration 92Q: 3 clusters Score -8904749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -8904744.000000 Penalty: 3623.362793
	Iteration 93Q: 3 clusters Score -8904744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -8904741.000000 Penalty: 3623.362793
	Iteration 94Q: 3 clusters Score -8904741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -8904748.000000 Penalty: 3623.362793
	Iteration 95Q: 3 clusters Score -8904748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -8904750.000000 Penalty: 3623.362793
	Iteration 96Q: 3 clusters Score -8904750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -8904748.000000 Penalty: 3623.362793
	Iteration 97Q: 3 clusters Score -8904748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -8904742.000000 Penalty: 3623.362793
	Iteration 98Q: 3 clusters Score -8904742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -8904749.000000 Penalty: 3623.362793
	Iteration 99Q: 3 clusters Score -8904749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -8904750.000000 Penalty: 3623.362793
	Iteration 100F: 3 clusters Score -8904750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -8904754.000000 Penalty: 3623.362793
	Iteration 101Q: 3 clusters Score -8904754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -8904751.000000 Penalty: 3623.362793
	Iteration 102Q: 3 clusters Score -8904751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -8904750.000000 Penalty: 3623.362793
	Iteration 103Q: 3 clusters Score -8904750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -8904753.000000 Penalty: 3623.362793
	Iteration 104Q: 3 clusters Score -8904753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -8904756.000000 Penalty: 3623.362793
	Iteration 105Q: 3 clusters Score -8904756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -8904758.000000 Penalty: 3623.362793
	Iteration 106Q: 3 clusters Score -8904758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -8904757.000000 Penalty: 3623.362793
	Iteration 107Q: 3 clusters Score -8904757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -8904750.000000 Penalty: 3623.362793
	Iteration 108Q: 3 clusters Score -8904750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -8904749.000000 Penalty: 3623.362793
	Iteration 109Q: 3 clusters Score -8904749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -8904754.000000 Penalty: 3623.362793
	Iteration 110Q: 3 clusters Score -8904754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -8904755.000000 Penalty: 3623.362793
	Iteration 111Q: 3 clusters Score -8904755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -8904754.000000 Penalty: 3623.362793
	Iteration 112Q: 3 clusters Score -8904754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -8904745.000000 Penalty: 3623.362793
	Iteration 113Q: 3 clusters Score -8904745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -8904752.000000 Penalty: 3623.362793
	Iteration 114Q: 3 clusters Score -8904752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -8904756.000000 Penalty: 3623.362793
	Iteration 115Q: 3 clusters Score -8904756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -8904765.000000 Penalty: 3623.362793
	Iteration 116Q: 3 clusters Score -8904765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -8904763.000000 Penalty: 3623.362793
	Iteration 117Q: 3 clusters Score -8904763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -8904765.000000 Penalty: 3623.362793
	Iteration 118Q: 3 clusters Score -8904765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -8904763.000000 Penalty: 3623.362793
	Iteration 119Q: 3 clusters Score -8904763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -8904763.000000 Penalty: 3623.362793
	Iteration 120F: 3 clusters Score -8904763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -8904764.000000 Penalty: 3623.362793
	Iteration 121Q: 3 clusters Score -8904764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -8904764.000000 Penalty: 3623.362793
	Iteration 122F: 3 clusters Score -8904764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Entering Unmasked Estep 
Score: -6009880.500000 Penalty: 1749.515747
	Iteration 0F: 2 clusters Score -6009880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -5978040.000000 Penalty: 3499.031494
	Iteration 0F: 3 clusters Score -5978040 nChanged 22262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5990519.000000 Penalty: 3499.031494
	Iteration 1F: 3 clusters Score -5990519 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5990910.000000 Penalty: 3499.031494
	Iteration 2Q: 3 clusters Score -5990910 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5991309.500000 Penalty: 3499.031494
	Iteration 3Q: 3 clusters Score -5991310 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5991669.500000 Penalty: 3499.031494
	Iteration 4Q: 3 clusters Score -5991670 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -5992096.000000 Penalty: 3499.031494
	Iteration 5Q: 3 clusters Score -5992096 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -5992753.500000 Penalty: 3499.031494
	Iteration 6Q: 3 clusters Score -5992754 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -5993660.500000 Penalty: 3499.031494
	Iteration 7Q: 3 clusters Score -5993660 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5995012.000000 Penalty: 3499.031494
	Iteration 8Q: 3 clusters Score -5995012 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5996960.000000 Penalty: 3499.031494
	Iteration 9F: 3 clusters Score -5996960 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -5999247.000000 Penalty: 3499.031494
	Iteration 10F: 3 clusters Score -5999247 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -6001170.000000 Penalty: 3499.031494
	Iteration 11F: 3 clusters Score -6001170 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -6002507.500000 Penalty: 3499.031494
	Iteration 12Q: 3 clusters Score -6002508 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -6003385.500000 Penalty: 3499.031494
	Iteration 13Q: 3 clusters Score -6003386 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -6003981.500000 Penalty: 3499.031494
	Iteration 14Q: 3 clusters Score -6003982 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -6004465.500000 Penalty: 3499.031494
	Iteration 15Q: 3 clusters Score -6004466 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -6004933.000000 Penalty: 3499.031494
	Iteration 16Q: 3 clusters Score -6004933 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -6005354.000000 Penalty: 3499.031494
	Iteration 17Q: 3 clusters Score -6005354 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -6005789.000000 Penalty: 3499.031494
	Iteration 18Q: 3 clusters Score -6005789 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6006222.500000 Penalty: 3499.031494
	Iteration 19Q: 3 clusters Score -6006222 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6006671.000000 Penalty: 3499.031494
	Iteration 20F: 3 clusters Score -6006671 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6007078.000000 Penalty: 3499.031494
	Iteration 21Q: 3 clusters Score -6007078 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6007434.500000 Penalty: 3499.031494
	Iteration 22Q: 3 clusters Score -6007434 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6007658.500000 Penalty: 3499.031494
	Iteration 23Q: 3 clusters Score -6007658 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6007859.000000 Penalty: 3499.031494
	Iteration 24Q: 3 clusters Score -6007859 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6008002.500000 Penalty: 3499.031494
	Iteration 25Q: 3 clusters Score -6008002 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6008109.500000 Penalty: 3499.031494
	Iteration 26Q: 3 clusters Score -6008110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6008200.500000 Penalty: 3499.031494
	Iteration 27Q: 3 clusters Score -6008200 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6008254.000000 Penalty: 3499.031494
	Iteration 28Q: 3 clusters Score -6008254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6008298.000000 Penalty: 3499.031494
	Iteration 29Q: 3 clusters Score -6008298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6008336.000000 Penalty: 3499.031494
	Iteration 30Q: 3 clusters Score -6008336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6008362.000000 Penalty: 3499.031494
	Iteration 31Q: 3 clusters Score -6008362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6008387.000000 Penalty: 3499.031494
	Iteration 32Q: 3 clusters Score -6008387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6008414.000000 Penalty: 3499.031494
	Iteration 33Q: 3 clusters Score -6008414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6008420.000000 Penalty: 3499.031494
	Iteration 34Q: 3 clusters Score -6008420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6008434.000000 Penalty: 3499.031494
	Iteration 35Q: 3 clusters Score -6008434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6008442.000000 Penalty: 3499.031494
	Iteration 36Q: 3 clusters Score -6008442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6008451.000000 Penalty: 3499.031494
	Iteration 37Q: 3 clusters Score -6008451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6008454.000000 Penalty: 3499.031494
	Iteration 38Q: 3 clusters Score -6008454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6008456.000000 Penalty: 3499.031494
	Iteration 39Q: 3 clusters Score -6008456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6008460.500000 Penalty: 3499.031494
	Iteration 40F: 3 clusters Score -6008460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6008456.500000 Penalty: 3499.031494
	Iteration 41Q: 3 clusters Score -6008456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6008459.000000 Penalty: 3499.031494
	Iteration 42Q: 3 clusters Score -6008459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6008464.500000 Penalty: 3499.031494
	Iteration 43Q: 3 clusters Score -6008464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6008464.000000 Penalty: 3499.031494
	Iteration 44Q: 3 clusters Score -6008464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6008470.500000 Penalty: 3499.031494
	Iteration 45Q: 3 clusters Score -6008470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6008472.000000 Penalty: 3499.031494
	Iteration 46Q: 3 clusters Score -6008472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6008472.000000 Penalty: 3499.031494
	Iteration 47Q: 3 clusters Score -6008472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6008473.500000 Penalty: 3499.031494
	Iteration 48Q: 3 clusters Score -6008474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6008478.500000 Penalty: 3499.031494
	Iteration 49Q: 3 clusters Score -6008478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6008478.500000 Penalty: 3499.031494
	Iteration 50F: 3 clusters Score -6008478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -112174.218750 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -112174.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110811.875000 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -110811.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111125.250000 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -111125.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111301.062500 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -111301.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -111556.664062 Penalty: 2242.409912
	Iteration 3F: 3 clusters Score -111556.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111907.695312 Penalty: 2242.409912
	Iteration 4F: 3 clusters Score -111907.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112115.070312 Penalty: 2242.409912
	Iteration 5F: 3 clusters Score -112115.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -112228.429688 Penalty: 2242.409912
	Iteration 6F: 3 clusters Score -112228.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112273.937500 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -112273.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112305.671875 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -112305.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112323.914062 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -112323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112329.664062 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -112329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112329.664062 Penalty: 2242.409912
	Iteration 11F: 3 clusters Score -112329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 10612 members 
Mstep: Class 3 contains 69481 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 544 members 
Mstep: Class 6 contains 6089 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 48672 members 
Mstep: Class 9 contains 63079 members 
Mstep: Class 10 contains 40136 members 
Mstep: Class 11 contains 12118 members 
Mstep: Class 12 contains 5280 members 
Mstep: Class 13 contains 15661 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 76647 members 
Mstep: Class 18 contains 6034 members 
Mstep: Class 21 contains 36299 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
Score: -65803692.000000 Penalty: 38530.851562
Splitting cluster 5 changes total score from -65804512.000000 to -65803692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -777126.687500 Penalty: 1416.063843
	Iteration 0F: 2 clusters Score -777126.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -772407.500000 Penalty: 2832.127686
	Iteration 0F: 3 clusters Score -772407.5 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -773728.312500 Penalty: 2832.127686
	Iteration 1F: 3 clusters Score -773728.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -773905.375000 Penalty: 2832.127686
	Iteration 2F: 3 clusters Score -773905.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -774020.437500 Penalty: 2832.127686
	Iteration 3Q: 3 clusters Score -774020.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -774108.625000 Penalty: 2832.127686
	Iteration 4Q: 3 clusters Score -774108.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -774175.500000 Penalty: 2832.127686
	Iteration 5Q: 3 clusters Score -774175.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -774232.125000 Penalty: 2832.127686
	Iteration 6Q: 3 clusters Score -774232.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -774278.937500 Penalty: 2832.127686
	Iteration 7Q: 3 clusters Score -774278.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -774312.687500 Penalty: 2832.127686
	Iteration 8Q: 3 clusters Score -774312.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -774342.937500 Penalty: 2832.127686
	Iteration 9Q: 3 clusters Score -774342.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -774373.375000 Penalty: 2832.127686
	Iteration 10Q: 3 clusters Score -774373.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -774407.625000 Penalty: 2832.127686
	Iteration 11Q: 3 clusters Score -774407.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -774439.187500 Penalty: 2832.127686
	Iteration 12Q: 3 clusters Score -774439.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -774476.375000 Penalty: 2832.127686
	Iteration 13Q: 3 clusters Score -774476.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -774523.562500 Penalty: 2832.127686
	Iteration 14Q: 3 clusters Score -774523.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -774573.312500 Penalty: 2832.127686
	Iteration 15Q: 3 clusters Score -774573.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -774616.937500 Penalty: 2832.127686
	Iteration 16Q: 3 clusters Score -774616.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -774668.625000 Penalty: 2832.127686
	Iteration 17Q: 3 clusters Score -774668.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -774723.250000 Penalty: 2832.127686
	Iteration 18Q: 3 clusters Score -774723.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -774779.625000 Penalty: 2832.127686
	Iteration 19Q: 3 clusters Score -774779.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -774862.187500 Penalty: 2832.127686
	Iteration 20F: 3 clusters Score -774862.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -774972.250000 Penalty: 2832.127686
	Iteration 21Q: 3 clusters Score -774972.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -775080.562500 Penalty: 2832.127686
	Iteration 22Q: 3 clusters Score -775080.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -775185.687500 Penalty: 2832.127686
	Iteration 23Q: 3 clusters Score -775185.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -775297.937500 Penalty: 2832.127686
	Iteration 24Q: 3 clusters Score -775297.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -775409.000000 Penalty: 2832.127686
	Iteration 25Q: 3 clusters Score -775409 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -775510.875000 Penalty: 2832.127686
	Iteration 26Q: 3 clusters Score -775510.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -775591.687500 Penalty: 2832.127686
	Iteration 27Q: 3 clusters Score -775591.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -775652.562500 Penalty: 2832.127686
	Iteration 28Q: 3 clusters Score -775652.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -775707.875000 Penalty: 2832.127686
	Iteration 29Q: 3 clusters Score -775707.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -775744.187500 Penalty: 2832.127686
	Iteration 30Q: 3 clusters Score -775744.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -775777.062500 Penalty: 2832.127686
	Iteration 31Q: 3 clusters Score -775777.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -775801.312500 Penalty: 2832.127686
	Iteration 32Q: 3 clusters Score -775801.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -775825.125000 Penalty: 2832.127686
	Iteration 33Q: 3 clusters Score -775825.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -775839.437500 Penalty: 2832.127686
	Iteration 34Q: 3 clusters Score -775839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -775850.687500 Penalty: 2832.127686
	Iteration 35Q: 3 clusters Score -775850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -775861.062500 Penalty: 2832.127686
	Iteration 36Q: 3 clusters Score -775861.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -775875.062500 Penalty: 2832.127686
	Iteration 37Q: 3 clusters Score -775875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -775887.125000 Penalty: 2832.127686
	Iteration 38Q: 3 clusters Score -775887.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -775893.312500 Penalty: 2832.127686
	Iteration 39Q: 3 clusters Score -775893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -775900.500000 Penalty: 2832.127686
	Iteration 40F: 3 clusters Score -775900.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -775905.750000 Penalty: 2832.127686
	Iteration 41Q: 3 clusters Score -775905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -775908.750000 Penalty: 2832.127686
	Iteration 42Q: 3 clusters Score -775908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -775908.937500 Penalty: 2832.127686
	Iteration 43Q: 3 clusters Score -775908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -775909.875000 Penalty: 2832.127686
	Iteration 44Q: 3 clusters Score -775909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -775913.375000 Penalty: 2832.127686
	Iteration 45Q: 3 clusters Score -775913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -775922.250000 Penalty: 2832.127686
	Iteration 46Q: 3 clusters Score -775922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -775929.812500 Penalty: 2832.127686
	Iteration 47Q: 3 clusters Score -775929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -775934.312500 Penalty: 2832.127686
	Iteration 48Q: 3 clusters Score -775934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -775936.187500 Penalty: 2832.127686
	Iteration 49Q: 3 clusters Score -775936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -775936.187500 Penalty: 2832.127686
	Iteration 50F: 3 clusters Score -775936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -584366.187500 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -584366.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -580498.500000 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -580498.5 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -581536.125000 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -581536.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -581771.062500 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -581771.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -582004.187500 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -582004.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -582244.562500 Penalty: 2758.121338
	Iteration 4F: 3 clusters Score -582244.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -582483.375000 Penalty: 2758.121338
	Iteration 5F: 3 clusters Score -582483.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -582685.625000 Penalty: 2758.121338
	Iteration 6F: 3 clusters Score -582685.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -582867.875000 Penalty: 2758.121338
	Iteration 7F: 3 clusters Score -582867.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -582987.812500 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -582987.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -583061.125000 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -583061.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -583111.187500 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -583111.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -583139.687500 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -583139.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -583155.812500 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -583155.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -583163.625000 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -583163.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -583171.250000 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -583171.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -583177.750000 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -583177.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -583186.500000 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -583186.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -583191.375000 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -583191.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -583195.437500 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -583195.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -583199.812500 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -583199.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -583202.812500 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -583202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -583203.562500 Penalty: 2758.121338
	Iteration 21Q: 3 clusters Score -583203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -583206.812500 Penalty: 2758.121338
	Iteration 22Q: 3 clusters Score -583206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -583207.500000 Penalty: 2758.121338
	Iteration 23Q: 3 clusters Score -583207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -583210.562500 Penalty: 2758.121338
	Iteration 24Q: 3 clusters Score -583210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -583211.437500 Penalty: 2758.121338
	Iteration 25Q: 3 clusters Score -583211.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -583214.687500 Penalty: 2758.121338
	Iteration 26Q: 3 clusters Score -583214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -583215.875000 Penalty: 2758.121338
	Iteration 27Q: 3 clusters Score -583215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -583218.375000 Penalty: 2758.121338
	Iteration 28Q: 3 clusters Score -583218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -583219.562500 Penalty: 2758.121338
	Iteration 29Q: 3 clusters Score -583219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -583219.125000 Penalty: 2758.121338
	Iteration 30Q: 3 clusters Score -583219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -583219.125000 Penalty: 2758.121338
	Iteration 31F: 3 clusters Score -583219.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Entering Unmasked Estep 
Score: -6289829.500000 Penalty: 1753.839600
	Iteration 0F: 2 clusters Score -6289830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -6257854.000000 Penalty: 3507.679199
	Iteration 0F: 3 clusters Score -6257854 nChanged 22715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -6270498.500000 Penalty: 3507.679199
	Iteration 1F: 3 clusters Score -6270498 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -6270979.500000 Penalty: 3507.679199
	Iteration 2Q: 3 clusters Score -6270980 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6271466.500000 Penalty: 3507.679199
	Iteration 3Q: 3 clusters Score -6271466 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -6272179.500000 Penalty: 3507.679199
	Iteration 4Q: 3 clusters Score -6272180 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -6273098.000000 Penalty: 3507.679199
	Iteration 5Q: 3 clusters Score -6273098 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -6274428.500000 Penalty: 3507.679199
	Iteration 6F: 3 clusters Score -6274428 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -6276048.000000 Penalty: 3507.679199
	Iteration 7F: 3 clusters Score -6276048 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -6278025.000000 Penalty: 3507.679199
	Iteration 8F: 3 clusters Score -6278025 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -6280253.500000 Penalty: 3507.679199
	Iteration 9F: 3 clusters Score -6280254 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -6282453.500000 Penalty: 3507.679199
	Iteration 10F: 3 clusters Score -6282454 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6284154.500000 Penalty: 3507.679199
	Iteration 11Q: 3 clusters Score -6284154 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6285309.000000 Penalty: 3507.679199
	Iteration 12Q: 3 clusters Score -6285309 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6286097.000000 Penalty: 3507.679199
	Iteration 13Q: 3 clusters Score -6286097 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6286730.000000 Penalty: 3507.679199
	Iteration 14Q: 3 clusters Score -6286730 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6287201.000000 Penalty: 3507.679199
	Iteration 15Q: 3 clusters Score -6287201 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6287507.000000 Penalty: 3507.679199
	Iteration 16Q: 3 clusters Score -6287507 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6287744.500000 Penalty: 3507.679199
	Iteration 17Q: 3 clusters Score -6287744 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6287903.000000 Penalty: 3507.679199
	Iteration 18Q: 3 clusters Score -6287903 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6288016.000000 Penalty: 3507.679199
	Iteration 19Q: 3 clusters Score -6288016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6288096.500000 Penalty: 3507.679199
	Iteration 20F: 3 clusters Score -6288096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6288176.000000 Penalty: 3507.679199
	Iteration 21Q: 3 clusters Score -6288176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6288212.500000 Penalty: 3507.679199
	Iteration 22Q: 3 clusters Score -6288212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6288249.500000 Penalty: 3507.679199
	Iteration 23Q: 3 clusters Score -6288250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6288275.500000 Penalty: 3507.679199
	Iteration 24Q: 3 clusters Score -6288276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6288283.500000 Penalty: 3507.679199
	Iteration 25Q: 3 clusters Score -6288284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6288291.000000 Penalty: 3507.679199
	Iteration 26Q: 3 clusters Score -6288291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6288306.500000 Penalty: 3507.679199
	Iteration 27Q: 3 clusters Score -6288306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6288307.000000 Penalty: 3507.679199
	Iteration 28Q: 3 clusters Score -6288307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6288311.000000 Penalty: 3507.679199
	Iteration 29Q: 3 clusters Score -6288311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6288309.000000 Penalty: 3507.679199
	Iteration 30Q: 3 clusters Score -6288309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6288315.000000 Penalty: 3507.679199
	Iteration 31Q: 3 clusters Score -6288315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6288305.500000 Penalty: 3507.679199
	Iteration 32Q: 3 clusters Score -6288306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6288305.500000 Penalty: 3507.679199
	Iteration 33F: 3 clusters Score -6288306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Entering Unmasked Estep 
Score: -8133447.500000 Penalty: 1795.973267
	Iteration 0F: 2 clusters Score -8133448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -8092732.000000 Penalty: 3591.946533
	Iteration 0F: 3 clusters Score -8092732 nChanged 29731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -8109616.000000 Penalty: 3591.946533
	Iteration 1F: 3 clusters Score -8109616 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -8110312.000000 Penalty: 3591.946533
	Iteration 2Q: 3 clusters Score -8110312 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -8111229.500000 Penalty: 3591.946533
	Iteration 3Q: 3 clusters Score -8111230 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -8112585.500000 Penalty: 3591.946533
	Iteration 4Q: 3 clusters Score -8112586 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -8114723.500000 Penalty: 3591.946533
	Iteration 5F: 3 clusters Score -8114724 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -8117735.500000 Penalty: 3591.946533
	Iteration 6F: 3 clusters Score -8117736 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -8121229.000000 Penalty: 3591.946533
	Iteration 7F: 3 clusters Score -8121229 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -8123517.500000 Penalty: 3591.946533
	Iteration 8F: 3 clusters Score -8123518 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -8124568.000000 Penalty: 3591.946533
	Iteration 9Q: 3 clusters Score -8124568 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -8124960.000000 Penalty: 3591.946533
	Iteration 10Q: 3 clusters Score -8124960 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -8125282.500000 Penalty: 3591.946533
	Iteration 11Q: 3 clusters Score -8125282 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -8125541.500000 Penalty: 3591.946533
	Iteration 12Q: 3 clusters Score -8125542 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -8125757.000000 Penalty: 3591.946533
	Iteration 13Q: 3 clusters Score -8125757 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -8125994.500000 Penalty: 3591.946533
	Iteration 14Q: 3 clusters Score -8125994 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -8126187.500000 Penalty: 3591.946533
	Iteration 15Q: 3 clusters Score -8126188 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -8126363.500000 Penalty: 3591.946533
	Iteration 16Q: 3 clusters Score -8126364 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -8126508.000000 Penalty: 3591.946533
	Iteration 17Q: 3 clusters Score -8126508 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -8126634.500000 Penalty: 3591.946533
	Iteration 18Q: 3 clusters Score -8126634 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -8126707.500000 Penalty: 3591.946533
	Iteration 19Q: 3 clusters Score -8126708 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -8126767.500000 Penalty: 3591.946533
	Iteration 20F: 3 clusters Score -8126768 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -8126865.500000 Penalty: 3591.946533
	Iteration 21Q: 3 clusters Score -8126866 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -8126951.000000 Penalty: 3591.946533
	Iteration 22Q: 3 clusters Score -8126951 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -8126963.500000 Penalty: 3591.946533
	Iteration 23Q: 3 clusters Score -8126964 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -8126965.000000 Penalty: 3591.946533
	Iteration 24Q: 3 clusters Score -8126965 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -8127033.000000 Penalty: 3591.946533
	Iteration 25Q: 3 clusters Score -8127033 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -8127082.500000 Penalty: 3591.946533
	Iteration 26Q: 3 clusters Score -8127082 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -8127142.500000 Penalty: 3591.946533
	Iteration 27Q: 3 clusters Score -8127142 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -8127196.000000 Penalty: 3591.946533
	Iteration 28Q: 3 clusters Score -8127196 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -8127224.500000 Penalty: 3591.946533
	Iteration 29Q: 3 clusters Score -8127224 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -8127244.000000 Penalty: 3591.946533
	Iteration 30Q: 3 clusters Score -8127244 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -8127299.000000 Penalty: 3591.946533
	Iteration 31Q: 3 clusters Score -8127299 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -8127324.000000 Penalty: 3591.946533
	Iteration 32Q: 3 clusters Score -8127324 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -8127316.000000 Penalty: 3591.946533
	Iteration 33Q: 3 clusters Score -8127316 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -8127324.000000 Penalty: 3591.946533
	Iteration 34Q: 3 clusters Score -8127324 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -8127335.500000 Penalty: 3591.946533
	Iteration 35Q: 3 clusters Score -8127336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -8127331.500000 Penalty: 3591.946533
	Iteration 36Q: 3 clusters Score -8127332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -8127339.500000 Penalty: 3591.946533
	Iteration 37Q: 3 clusters Score -8127340 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -8127346.500000 Penalty: 3591.946533
	Iteration 38Q: 3 clusters Score -8127346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -8127356.000000 Penalty: 3591.946533
	Iteration 39Q: 3 clusters Score -8127356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -8127366.500000 Penalty: 3591.946533
	Iteration 40F: 3 clusters Score -8127366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -8127379.500000 Penalty: 3591.946533
	Iteration 41Q: 3 clusters Score -8127380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -8127377.500000 Penalty: 3591.946533
	Iteration 42Q: 3 clusters Score -8127378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -8127383.000000 Penalty: 3591.946533
	Iteration 43Q: 3 clusters Score -8127383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -8127377.500000 Penalty: 3591.946533
	Iteration 44Q: 3 clusters Score -8127378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -8127386.000000 Penalty: 3591.946533
	Iteration 45Q: 3 clusters Score -8127386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -8127402.000000 Penalty: 3591.946533
	Iteration 46Q: 3 clusters Score -8127402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -8127403.000000 Penalty: 3591.946533
	Iteration 47Q: 3 clusters Score -8127403 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -8127390.500000 Penalty: 3591.946533
	Iteration 48Q: 3 clusters Score -8127390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -8127374.000000 Penalty: 3591.946533
	Iteration 49Q: 3 clusters Score -8127374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -8127394.500000 Penalty: 3591.946533
	Iteration 50Q: 3 clusters Score -8127394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -8127402.500000 Penalty: 3591.946533
	Iteration 51Q: 3 clusters Score -8127402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -8127402.500000 Penalty: 3591.946533
	Iteration 52Q: 3 clusters Score -8127402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -8127395.500000 Penalty: 3591.946533
	Iteration 53Q: 3 clusters Score -8127396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -8127395.500000 Penalty: 3591.946533
	Iteration 54Q: 3 clusters Score -8127396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -8127384.500000 Penalty: 3591.946533
	Iteration 55Q: 3 clusters Score -8127384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -8127387.500000 Penalty: 3591.946533
	Iteration 56Q: 3 clusters Score -8127388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -8127383.500000 Penalty: 3591.946533
	Iteration 57Q: 3 clusters Score -8127384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -8127381.000000 Penalty: 3591.946533
	Iteration 58Q: 3 clusters Score -8127381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -8127383.500000 Penalty: 3591.946533
	Iteration 59Q: 3 clusters Score -8127384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -8127390.000000 Penalty: 3591.946533
	Iteration 60F: 3 clusters Score -8127390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -8127384.000000 Penalty: 3591.946533
	Iteration 61Q: 3 clusters Score -8127384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -8127376.500000 Penalty: 3591.946533
	Iteration 62Q: 3 clusters Score -8127376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -8127379.500000 Penalty: 3591.946533
	Iteration 63Q: 3 clusters Score -8127380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -8127376.500000 Penalty: 3591.946533
	Iteration 64Q: 3 clusters Score -8127376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -8127386.500000 Penalty: 3591.946533
	Iteration 65Q: 3 clusters Score -8127386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -8127389.500000 Penalty: 3591.946533
	Iteration 66Q: 3 clusters Score -8127390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -8127388.500000 Penalty: 3591.946533
	Iteration 67Q: 3 clusters Score -8127388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -8127389.000000 Penalty: 3591.946533
	Iteration 68Q: 3 clusters Score -8127389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -8127389.500000 Penalty: 3591.946533
	Iteration 69Q: 3 clusters Score -8127390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -8127393.000000 Penalty: 3591.946533
	Iteration 70Q: 3 clusters Score -8127393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -8127386.500000 Penalty: 3591.946533
	Iteration 71Q: 3 clusters Score -8127386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -8127393.500000 Penalty: 3591.946533
	Iteration 72Q: 3 clusters Score -8127394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -8127390.500000 Penalty: 3591.946533
	Iteration 73Q: 3 clusters Score -8127390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -8127384.000000 Penalty: 3591.946533
	Iteration 74Q: 3 clusters Score -8127384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -8127391.000000 Penalty: 3591.946533
	Iteration 75Q: 3 clusters Score -8127391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -8127391.000000 Penalty: 3591.946533
	Iteration 76F: 3 clusters Score -8127391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Entering Unmasked Estep 
Score: -5150554.000000 Penalty: 1722.504761
	Iteration 0F: 2 clusters Score -5150554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -5123588.000000 Penalty: 3445.009521
	Iteration 0F: 3 clusters Score -5123588 nChanged 18645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -5133975.000000 Penalty: 3445.009521
	Iteration 1F: 3 clusters Score -5133975 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -5134515.000000 Penalty: 3445.009521
	Iteration 2Q: 3 clusters Score -5134515 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5135179.500000 Penalty: 3445.009521
	Iteration 3Q: 3 clusters Score -5135180 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -5136189.000000 Penalty: 3445.009521
	Iteration 4F: 3 clusters Score -5136189 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5137724.500000 Penalty: 3445.009521
	Iteration 5F: 3 clusters Score -5137724 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -5140022.000000 Penalty: 3445.009521
	Iteration 6F: 3 clusters Score -5140022 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -5142706.000000 Penalty: 3445.009521
	Iteration 7F: 3 clusters Score -5142706 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -5145068.500000 Penalty: 3445.009521
	Iteration 8F: 3 clusters Score -5145068 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5146533.000000 Penalty: 3445.009521
	Iteration 9Q: 3 clusters Score -5146533 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5147323.000000 Penalty: 3445.009521
	Iteration 10Q: 3 clusters Score -5147323 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5147827.000000 Penalty: 3445.009521
	Iteration 11Q: 3 clusters Score -5147827 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5148137.500000 Penalty: 3445.009521
	Iteration 12Q: 3 clusters Score -5148138 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5148378.000000 Penalty: 3445.009521
	Iteration 13Q: 3 clusters Score -5148378 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5148540.500000 Penalty: 3445.009521
	Iteration 14Q: 3 clusters Score -5148540 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5148664.500000 Penalty: 3445.009521
	Iteration 15Q: 3 clusters Score -5148664 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5148749.500000 Penalty: 3445.009521
	Iteration 16Q: 3 clusters Score -5148750 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5148794.000000 Penalty: 3445.009521
	Iteration 17Q: 3 clusters Score -5148794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5148860.500000 Penalty: 3445.009521
	Iteration 18Q: 3 clusters Score -5148860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5148883.000000 Penalty: 3445.009521
	Iteration 19Q: 3 clusters Score -5148883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5148906.500000 Penalty: 3445.009521
	Iteration 20F: 3 clusters Score -5148906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5148929.500000 Penalty: 3445.009521
	Iteration 21Q: 3 clusters Score -5148930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5148946.000000 Penalty: 3445.009521
	Iteration 22Q: 3 clusters Score -5148946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5148963.500000 Penalty: 3445.009521
	Iteration 23Q: 3 clusters Score -5148964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5148978.500000 Penalty: 3445.009521
	Iteration 24Q: 3 clusters Score -5148978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5148991.000000 Penalty: 3445.009521
	Iteration 25Q: 3 clusters Score -5148991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5148997.000000 Penalty: 3445.009521
	Iteration 26Q: 3 clusters Score -5148997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5149006.000000 Penalty: 3445.009521
	Iteration 27Q: 3 clusters Score -5149006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5149020.000000 Penalty: 3445.009521
	Iteration 28Q: 3 clusters Score -5149020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5149023.000000 Penalty: 3445.009521
	Iteration 29Q: 3 clusters Score -5149023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5149031.500000 Penalty: 3445.009521
	Iteration 30Q: 3 clusters Score -5149032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5149033.000000 Penalty: 3445.009521
	Iteration 31Q: 3 clusters Score -5149033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5149037.000000 Penalty: 3445.009521
	Iteration 32Q: 3 clusters Score -5149037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5149040.000000 Penalty: 3445.009521
	Iteration 33Q: 3 clusters Score -5149040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5149039.500000 Penalty: 3445.009521
	Iteration 34Q: 3 clusters Score -5149040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5149041.000000 Penalty: 3445.009521
	Iteration 35Q: 3 clusters Score -5149041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5149046.000000 Penalty: 3445.009521
	Iteration 36Q: 3 clusters Score -5149046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5149050.000000 Penalty: 3445.009521
	Iteration 37Q: 3 clusters Score -5149050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5149054.000000 Penalty: 3445.009521
	Iteration 38Q: 3 clusters Score -5149054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5149051.500000 Penalty: 3445.009521
	Iteration 39Q: 3 clusters Score -5149052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5149051.500000 Penalty: 3445.009521
	Iteration 40F: 3 clusters Score -5149052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Entering Unmasked Estep 
Score: -1540568.375000 Penalty: 1527.897583
	Iteration 0F: 2 clusters Score -1540568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1531973.750000 Penalty: 3055.795166
	Iteration 0F: 3 clusters Score -1531974 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1534842.125000 Penalty: 3055.795166
	Iteration 1F: 3 clusters Score -1534842 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1535162.125000 Penalty: 3055.795166
	Iteration 2F: 3 clusters Score -1535162 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1535495.500000 Penalty: 3055.795166
	Iteration 3F: 3 clusters Score -1535496 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1535781.125000 Penalty: 3055.795166
	Iteration 4Q: 3 clusters Score -1535781 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1536054.375000 Penalty: 3055.795166
	Iteration 5Q: 3 clusters Score -1536054 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1536334.625000 Penalty: 3055.795166
	Iteration 6Q: 3 clusters Score -1536335 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1536636.875000 Penalty: 3055.795166
	Iteration 7Q: 3 clusters Score -1536637 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1536945.625000 Penalty: 3055.795166
	Iteration 8Q: 3 clusters Score -1536946 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1537265.625000 Penalty: 3055.795166
	Iteration 9Q: 3 clusters Score -1537266 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1537537.375000 Penalty: 3055.795166
	Iteration 10Q: 3 clusters Score -1537537 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1537705.250000 Penalty: 3055.795166
	Iteration 11Q: 3 clusters Score -1537705 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1537819.000000 Penalty: 3055.795166
	Iteration 12Q: 3 clusters Score -1537819 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1537880.250000 Penalty: 3055.795166
	Iteration 13Q: 3 clusters Score -1537880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1537921.500000 Penalty: 3055.795166
	Iteration 14Q: 3 clusters Score -1537922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1537950.750000 Penalty: 3055.795166
	Iteration 15Q: 3 clusters Score -1537951 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1537968.125000 Penalty: 3055.795166
	Iteration 16Q: 3 clusters Score -1537968 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1537998.125000 Penalty: 3055.795166
	Iteration 17Q: 3 clusters Score -1537998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1538019.875000 Penalty: 3055.795166
	Iteration 18Q: 3 clusters Score -1538020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1538038.875000 Penalty: 3055.795166
	Iteration 19Q: 3 clusters Score -1538039 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1538062.500000 Penalty: 3055.795166
	Iteration 20F: 3 clusters Score -1538062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1538080.375000 Penalty: 3055.795166
	Iteration 21Q: 3 clusters Score -1538080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1538100.000000 Penalty: 3055.795166
	Iteration 22Q: 3 clusters Score -1538100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1538110.875000 Penalty: 3055.795166
	Iteration 23Q: 3 clusters Score -1538111 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1538128.750000 Penalty: 3055.795166
	Iteration 24Q: 3 clusters Score -1538129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1538138.125000 Penalty: 3055.795166
	Iteration 25Q: 3 clusters Score -1538138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1538143.500000 Penalty: 3055.795166
	Iteration 26Q: 3 clusters Score -1538144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1538151.000000 Penalty: 3055.795166
	Iteration 27Q: 3 clusters Score -1538151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1538153.500000 Penalty: 3055.795166
	Iteration 28Q: 3 clusters Score -1538154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1538156.625000 Penalty: 3055.795166
	Iteration 29Q: 3 clusters Score -1538157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1538165.000000 Penalty: 3055.795166
	Iteration 30Q: 3 clusters Score -1538165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1538168.000000 Penalty: 3055.795166
	Iteration 31Q: 3 clusters Score -1538168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1538174.250000 Penalty: 3055.795166
	Iteration 32Q: 3 clusters Score -1538174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1538178.875000 Penalty: 3055.795166
	Iteration 33Q: 3 clusters Score -1538179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1538186.875000 Penalty: 3055.795166
	Iteration 34Q: 3 clusters Score -1538187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1538187.125000 Penalty: 3055.795166
	Iteration 35Q: 3 clusters Score -1538187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1538193.000000 Penalty: 3055.795166
	Iteration 36Q: 3 clusters Score -1538193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1538191.625000 Penalty: 3055.795166
	Iteration 37Q: 3 clusters Score -1538192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1538192.250000 Penalty: 3055.795166
	Iteration 38Q: 3 clusters Score -1538192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1538192.875000 Penalty: 3055.795166
	Iteration 39Q: 3 clusters Score -1538193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1538194.125000 Penalty: 3055.795166
	Iteration 40F: 3 clusters Score -1538194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1538192.375000 Penalty: 3055.795166
	Iteration 41Q: 3 clusters Score -1538192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1538193.750000 Penalty: 3055.795166
	Iteration 42Q: 3 clusters Score -1538194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1538194.375000 Penalty: 3055.795166
	Iteration 43Q: 3 clusters Score -1538194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1538194.500000 Penalty: 3055.795166
	Iteration 44Q: 3 clusters Score -1538194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1538194.875000 Penalty: 3055.795166
	Iteration 45Q: 3 clusters Score -1538195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1538193.375000 Penalty: 3055.795166
	Iteration 46Q: 3 clusters Score -1538193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1538195.125000 Penalty: 3055.795166
	Iteration 47Q: 3 clusters Score -1538195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1538194.625000 Penalty: 3055.795166
	Iteration 48Q: 3 clusters Score -1538195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1538194.500000 Penalty: 3055.795166
	Iteration 49Q: 3 clusters Score -1538194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1538194.250000 Penalty: 3055.795166
	Iteration 50Q: 3 clusters Score -1538194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1538193.500000 Penalty: 3055.795166
	Iteration 51Q: 3 clusters Score -1538194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1538193.500000 Penalty: 3055.795166
	Iteration 52F: 3 clusters Score -1538194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -679521.812500 Penalty: 1392.898193
	Iteration 0F: 2 clusters Score -679521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -675318.875000 Penalty: 2785.796387
	Iteration 0F: 3 clusters Score -675318.9 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -676466.125000 Penalty: 2785.796387
	Iteration 1F: 3 clusters Score -676466.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -676641.750000 Penalty: 2785.796387
	Iteration 2F: 3 clusters Score -676641.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -676787.437500 Penalty: 2785.796387
	Iteration 3F: 3 clusters Score -676787.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -676898.875000 Penalty: 2785.796387
	Iteration 4Q: 3 clusters Score -676898.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -676999.875000 Penalty: 2785.796387
	Iteration 5Q: 3 clusters Score -676999.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -677113.437500 Penalty: 2785.796387
	Iteration 6Q: 3 clusters Score -677113.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -677231.750000 Penalty: 2785.796387
	Iteration 7Q: 3 clusters Score -677231.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -677349.500000 Penalty: 2785.796387
	Iteration 8Q: 3 clusters Score -677349.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -677473.625000 Penalty: 2785.796387
	Iteration 9Q: 3 clusters Score -677473.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -677593.250000 Penalty: 2785.796387
	Iteration 10Q: 3 clusters Score -677593.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -677745.250000 Penalty: 2785.796387
	Iteration 11Q: 3 clusters Score -677745.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -677910.875000 Penalty: 2785.796387
	Iteration 12Q: 3 clusters Score -677910.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -678047.500000 Penalty: 2785.796387
	Iteration 13Q: 3 clusters Score -678047.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -678144.187500 Penalty: 2785.796387
	Iteration 14Q: 3 clusters Score -678144.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -678201.062500 Penalty: 2785.796387
	Iteration 15Q: 3 clusters Score -678201.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -678241.937500 Penalty: 2785.796387
	Iteration 16Q: 3 clusters Score -678241.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -678279.375000 Penalty: 2785.796387
	Iteration 17Q: 3 clusters Score -678279.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -678314.937500 Penalty: 2785.796387
	Iteration 18Q: 3 clusters Score -678314.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -678334.437500 Penalty: 2785.796387
	Iteration 19Q: 3 clusters Score -678334.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -678347.375000 Penalty: 2785.796387
	Iteration 20F: 3 clusters Score -678347.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -678360.187500 Penalty: 2785.796387
	Iteration 21Q: 3 clusters Score -678360.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -678368.562500 Penalty: 2785.796387
	Iteration 22Q: 3 clusters Score -678368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -678372.937500 Penalty: 2785.796387
	Iteration 23Q: 3 clusters Score -678372.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -678380.250000 Penalty: 2785.796387
	Iteration 24Q: 3 clusters Score -678380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -678383.562500 Penalty: 2785.796387
	Iteration 25Q: 3 clusters Score -678383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -678385.250000 Penalty: 2785.796387
	Iteration 26Q: 3 clusters Score -678385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -678386.687500 Penalty: 2785.796387
	Iteration 27Q: 3 clusters Score -678386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -678385.562500 Penalty: 2785.796387
	Iteration 28Q: 3 clusters Score -678385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -678388.875000 Penalty: 2785.796387
	Iteration 29Q: 3 clusters Score -678388.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -678392.375000 Penalty: 2785.796387
	Iteration 30Q: 3 clusters Score -678392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -678393.687500 Penalty: 2785.796387
	Iteration 31Q: 3 clusters Score -678393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -678394.062500 Penalty: 2785.796387
	Iteration 32Q: 3 clusters Score -678394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -678394.062500 Penalty: 2785.796387
	Iteration 33F: 3 clusters Score -678394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Entering Unmasked Estep 
Score: -1940646.125000 Penalty: 1569.575928
	Iteration 0F: 2 clusters Score -1940646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1929789.000000 Penalty: 3139.151855
	Iteration 0F: 3 clusters Score -1929789 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1933498.875000 Penalty: 3139.151855
	Iteration 1F: 3 clusters Score -1933499 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1933739.375000 Penalty: 3139.151855
	Iteration 2Q: 3 clusters Score -1933739 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1933915.250000 Penalty: 3139.151855
	Iteration 3Q: 3 clusters Score -1933915 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1934049.875000 Penalty: 3139.151855
	Iteration 4Q: 3 clusters Score -1934050 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1934162.000000 Penalty: 3139.151855
	Iteration 5Q: 3 clusters Score -1934162 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1934265.125000 Penalty: 3139.151855
	Iteration 6Q: 3 clusters Score -1934265 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1934354.375000 Penalty: 3139.151855
	Iteration 7Q: 3 clusters Score -1934354 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1934442.250000 Penalty: 3139.151855
	Iteration 8Q: 3 clusters Score -1934442 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1934538.000000 Penalty: 3139.151855
	Iteration 9Q: 3 clusters Score -1934538 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1934659.375000 Penalty: 3139.151855
	Iteration 10Q: 3 clusters Score -1934659 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1934827.250000 Penalty: 3139.151855
	Iteration 11Q: 3 clusters Score -1934827 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1935074.750000 Penalty: 3139.151855
	Iteration 12Q: 3 clusters Score -1935075 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1935449.250000 Penalty: 3139.151855
	Iteration 13Q: 3 clusters Score -1935449 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1935945.250000 Penalty: 3139.151855
	Iteration 14F: 3 clusters Score -1935945 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1936620.750000 Penalty: 3139.151855
	Iteration 15F: 3 clusters Score -1936621 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1937370.250000 Penalty: 3139.151855
	Iteration 16F: 3 clusters Score -1937370 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1938117.000000 Penalty: 3139.151855
	Iteration 17F: 3 clusters Score -1938117 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1938664.250000 Penalty: 3139.151855
	Iteration 18Q: 3 clusters Score -1938664 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1938974.625000 Penalty: 3139.151855
	Iteration 19Q: 3 clusters Score -1938975 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1939097.750000 Penalty: 3139.151855
	Iteration 20F: 3 clusters Score -1939098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1939151.625000 Penalty: 3139.151855
	Iteration 21Q: 3 clusters Score -1939152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1939184.375000 Penalty: 3139.151855
	Iteration 22Q: 3 clusters Score -1939184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1939205.875000 Penalty: 3139.151855
	Iteration 23Q: 3 clusters Score -1939206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1939218.500000 Penalty: 3139.151855
	Iteration 24Q: 3 clusters Score -1939218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1939217.250000 Penalty: 3139.151855
	Iteration 25Q: 3 clusters Score -1939217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1939217.250000 Penalty: 3139.151855
	Iteration 26F: 3 clusters Score -1939217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (76647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Entering Unmasked Estep 
Score: -9629118.000000 Penalty: 1827.631836
	Iteration 0F: 2 clusters Score -9629118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -9580413.000000 Penalty: 3655.263672
	Iteration 0F: 3 clusters Score -9580413 nChanged 36453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -9601171.000000 Penalty: 3655.263672
	Iteration 1F: 3 clusters Score -9601171 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -9601632.000000 Penalty: 3655.263672
	Iteration 2Q: 3 clusters Score -9601632 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -9602135.000000 Penalty: 3655.263672
	Iteration 3Q: 3 clusters Score -9602135 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -9602695.000000 Penalty: 3655.263672
	Iteration 4Q: 3 clusters Score -9602695 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -9603493.000000 Penalty: 3655.263672
	Iteration 5Q: 3 clusters Score -9603493 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -9604610.000000 Penalty: 3655.263672
	Iteration 6Q: 3 clusters Score -9604610 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -9606265.000000 Penalty: 3655.263672
	Iteration 7Q: 3 clusters Score -9606265 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -9608868.000000 Penalty: 3655.263672
	Iteration 8F: 3 clusters Score -9608868 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -9612304.000000 Penalty: 3655.263672
	Iteration 9F: 3 clusters Score -9612304 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -9615317.000000 Penalty: 3655.263672
	Iteration 10F: 3 clusters Score -9615317 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -9617342.000000 Penalty: 3655.263672
	Iteration 11Q: 3 clusters Score -9617342 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -9618260.000000 Penalty: 3655.263672
	Iteration 12Q: 3 clusters Score -9618260 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -9618653.000000 Penalty: 3655.263672
	Iteration 13Q: 3 clusters Score -9618653 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -9618895.000000 Penalty: 3655.263672
	Iteration 14Q: 3 clusters Score -9618895 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -9619132.000000 Penalty: 3655.263672
	Iteration 15Q: 3 clusters Score -9619132 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -9619351.000000 Penalty: 3655.263672
	Iteration 16Q: 3 clusters Score -9619351 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -9619619.000000 Penalty: 3655.263672
	Iteration 17Q: 3 clusters Score -9619619 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -9619888.000000 Penalty: 3655.263672
	Iteration 18Q: 3 clusters Score -9619888 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -9620111.000000 Penalty: 3655.263672
	Iteration 19Q: 3 clusters Score -9620111 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -9620429.000000 Penalty: 3655.263672
	Iteration 20F: 3 clusters Score -9620429 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -9620768.000000 Penalty: 3655.263672
	Iteration 21Q: 3 clusters Score -9620768 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -9621025.000000 Penalty: 3655.263672
	Iteration 22Q: 3 clusters Score -9621025 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -9621380.000000 Penalty: 3655.263672
	Iteration 23Q: 3 clusters Score -9621380 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -9621833.000000 Penalty: 3655.263672
	Iteration 24Q: 3 clusters Score -9621833 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -9622218.000000 Penalty: 3655.263672
	Iteration 25Q: 3 clusters Score -9622218 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -9622635.000000 Penalty: 3655.263672
	Iteration 26Q: 3 clusters Score -9622635 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -9623071.000000 Penalty: 3655.263672
	Iteration 27Q: 3 clusters Score -9623071 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -9623532.000000 Penalty: 3655.263672
	Iteration 28Q: 3 clusters Score -9623532 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -9624007.000000 Penalty: 3655.263672
	Iteration 29Q: 3 clusters Score -9624007 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -9624436.000000 Penalty: 3655.263672
	Iteration 30Q: 3 clusters Score -9624436 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -9624893.000000 Penalty: 3655.263672
	Iteration 31Q: 3 clusters Score -9624893 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -9625418.000000 Penalty: 3655.263672
	Iteration 32Q: 3 clusters Score -9625418 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -9625968.000000 Penalty: 3655.263672
	Iteration 33Q: 3 clusters Score -9625968 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -9626428.000000 Penalty: 3655.263672
	Iteration 34Q: 3 clusters Score -9626428 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -9626740.000000 Penalty: 3655.263672
	Iteration 35Q: 3 clusters Score -9626740 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -9627001.000000 Penalty: 3655.263672
	Iteration 36Q: 3 clusters Score -9627001 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -9627124.000000 Penalty: 3655.263672
	Iteration 37Q: 3 clusters Score -9627124 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -9627275.000000 Penalty: 3655.263672
	Iteration 38Q: 3 clusters Score -9627275 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -9627402.000000 Penalty: 3655.263672
	Iteration 39Q: 3 clusters Score -9627402 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -9627449.000000 Penalty: 3655.263672
	Iteration 40F: 3 clusters Score -9627449 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
Score: -9627503.000000 Penalty: 3655.263672
	Iteration 41Q: 3 clusters Score -9627503 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -9627594.000000 Penalty: 3655.263672
	Iteration 42Q: 3 clusters Score -9627594 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -9627641.000000 Penalty: 3655.263672
	Iteration 43Q: 3 clusters Score -9627641 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -9627652.000000 Penalty: 3655.263672
	Iteration 44Q: 3 clusters Score -9627652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -9627654.000000 Penalty: 3655.263672
	Iteration 45Q: 3 clusters Score -9627654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -9627667.000000 Penalty: 3655.263672
	Iteration 46Q: 3 clusters Score -9627667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -9627690.000000 Penalty: 3655.263672
	Iteration 47Q: 3 clusters Score -9627690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -9627689.000000 Penalty: 3655.263672
	Iteration 48Q: 3 clusters Score -9627689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -9627707.000000 Penalty: 3655.263672
	Iteration 49Q: 3 clusters Score -9627707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -9627721.000000 Penalty: 3655.263672
	Iteration 50Q: 3 clusters Score -9627721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
Score: -9627715.000000 Penalty: 3655.263672
	Iteration 51Q: 3 clusters Score -9627715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -9627722.000000 Penalty: 3655.263672
	Iteration 52Q: 3 clusters Score -9627722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -9627721.000000 Penalty: 3655.263672
	Iteration 53Q: 3 clusters Score -9627721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 76239 members 
Entering Unmasked Estep 
Score: -9627727.000000 Penalty: 3655.263672
	Iteration 54Q: 3 clusters Score -9627727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -9627730.000000 Penalty: 3655.263672
	Iteration 55Q: 3 clusters Score -9627730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -9627727.000000 Penalty: 3655.263672
	Iteration 56Q: 3 clusters Score -9627727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -9627732.000000 Penalty: 3655.263672
	Iteration 57Q: 3 clusters Score -9627732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -9627737.000000 Penalty: 3655.263672
	Iteration 58Q: 3 clusters Score -9627737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -9627735.000000 Penalty: 3655.263672
	Iteration 59Q: 3 clusters Score -9627735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -9627741.000000 Penalty: 3655.263672
	Iteration 60F: 3 clusters Score -9627741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -9627739.000000 Penalty: 3655.263672
	Iteration 61Q: 3 clusters Score -9627739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -9627739.000000 Penalty: 3655.263672
	Iteration 62F: 3 clusters Score -9627739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Entering Unmasked Estep 
Score: -772387.875000 Penalty: 1414.589478
	Iteration 0F: 2 clusters Score -772387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -767716.187500 Penalty: 2829.178955
	Iteration 0F: 3 clusters Score -767716.2 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -769018.000000 Penalty: 2829.178955
	Iteration 1F: 3 clusters Score -769018 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -769200.125000 Penalty: 2829.178955
	Iteration 2F: 3 clusters Score -769200.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -769329.875000 Penalty: 2829.178955
	Iteration 3F: 3 clusters Score -769329.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -769414.000000 Penalty: 2829.178955
	Iteration 4Q: 3 clusters Score -769414 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -769481.625000 Penalty: 2829.178955
	Iteration 5Q: 3 clusters Score -769481.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -769536.625000 Penalty: 2829.178955
	Iteration 6Q: 3 clusters Score -769536.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -769586.437500 Penalty: 2829.178955
	Iteration 7Q: 3 clusters Score -769586.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -769659.375000 Penalty: 2829.178955
	Iteration 8Q: 3 clusters Score -769659.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -769760.000000 Penalty: 2829.178955
	Iteration 9Q: 3 clusters Score -769760 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -769896.437500 Penalty: 2829.178955
	Iteration 10Q: 3 clusters Score -769896.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -770095.875000 Penalty: 2829.178955
	Iteration 11Q: 3 clusters Score -770095.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -770361.125000 Penalty: 2829.178955
	Iteration 12Q: 3 clusters Score -770361.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -770679.375000 Penalty: 2829.178955
	Iteration 13Q: 3 clusters Score -770679.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -771034.437500 Penalty: 2829.178955
	Iteration 14F: 3 clusters Score -771034.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -771397.750000 Penalty: 2829.178955
	Iteration 15Q: 3 clusters Score -771397.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -771666.437500 Penalty: 2829.178955
	Iteration 16Q: 3 clusters Score -771666.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -771824.312500 Penalty: 2829.178955
	Iteration 17Q: 3 clusters Score -771824.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -771940.937500 Penalty: 2829.178955
	Iteration 18Q: 3 clusters Score -771940.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -772007.062500 Penalty: 2829.178955
	Iteration 19Q: 3 clusters Score -772007.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -772050.687500 Penalty: 2829.178955
	Iteration 20F: 3 clusters Score -772050.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -772084.625000 Penalty: 2829.178955
	Iteration 21Q: 3 clusters Score -772084.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -772092.750000 Penalty: 2829.178955
	Iteration 22Q: 3 clusters Score -772092.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -772097.687500 Penalty: 2829.178955
	Iteration 23Q: 3 clusters Score -772097.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -772098.875000 Penalty: 2829.178955
	Iteration 24Q: 3 clusters Score -772098.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -772102.187500 Penalty: 2829.178955
	Iteration 25Q: 3 clusters Score -772102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -772106.437500 Penalty: 2829.178955
	Iteration 26Q: 3 clusters Score -772106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -772105.562500 Penalty: 2829.178955
	Iteration 27Q: 3 clusters Score -772105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -772106.750000 Penalty: 2829.178955
	Iteration 28Q: 3 clusters Score -772106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -772106.000000 Penalty: 2829.178955
	Iteration 29Q: 3 clusters Score -772106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -772106.687500 Penalty: 2829.178955
	Iteration 30Q: 3 clusters Score -772106.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -772105.312500 Penalty: 2829.178955
	Iteration 31Q: 3 clusters Score -772105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -772106.625000 Penalty: 2829.178955
	Iteration 32Q: 3 clusters Score -772106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -772107.562500 Penalty: 2829.178955
	Iteration 33Q: 3 clusters Score -772107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -772110.000000 Penalty: 2829.178955
	Iteration 34Q: 3 clusters Score -772110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -772109.250000 Penalty: 2829.178955
	Iteration 35Q: 3 clusters Score -772109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -772111.562500 Penalty: 2829.178955
	Iteration 36Q: 3 clusters Score -772111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -772114.625000 Penalty: 2829.178955
	Iteration 37Q: 3 clusters Score -772114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -772116.875000 Penalty: 2829.178955
	Iteration 38Q: 3 clusters Score -772116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -772116.875000 Penalty: 2829.178955
	Iteration 39Q: 3 clusters Score -772116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -772120.062500 Penalty: 2829.178955
	Iteration 40F: 3 clusters Score -772120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -772121.062500 Penalty: 2829.178955
	Iteration 41Q: 3 clusters Score -772121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -772121.812500 Penalty: 2829.178955
	Iteration 42Q: 3 clusters Score -772121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -772121.062500 Penalty: 2829.178955
	Iteration 43Q: 3 clusters Score -772121.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -772121.062500 Penalty: 2829.178955
	Iteration 44F: 3 clusters Score -772121.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Entering Unmasked Estep 
Score: -4608585.000000 Penalty: 1706.176025
	Iteration 0F: 2 clusters Score -4608585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4584357.500000 Penalty: 3412.352051
	Iteration 0F: 3 clusters Score -4584358 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4593678.000000 Penalty: 3412.352051
	Iteration 1F: 3 clusters Score -4593678 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4594089.500000 Penalty: 3412.352051
	Iteration 2Q: 3 clusters Score -4594090 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4594510.500000 Penalty: 3412.352051
	Iteration 3Q: 3 clusters Score -4594510 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4595068.500000 Penalty: 3412.352051
	Iteration 4Q: 3 clusters Score -4595068 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4595763.500000 Penalty: 3412.352051
	Iteration 5Q: 3 clusters Score -4595764 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4596686.500000 Penalty: 3412.352051
	Iteration 6Q: 3 clusters Score -4596686 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4597921.000000 Penalty: 3412.352051
	Iteration 7F: 3 clusters Score -4597921 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4599535.000000 Penalty: 3412.352051
	Iteration 8F: 3 clusters Score -4599535 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4601328.500000 Penalty: 3412.352051
	Iteration 9F: 3 clusters Score -4601328 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4602535.500000 Penalty: 3412.352051
	Iteration 10F: 3 clusters Score -4602536 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -4603239.000000 Penalty: 3412.352051
	Iteration 11Q: 3 clusters Score -4603239 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -4603599.500000 Penalty: 3412.352051
	Iteration 12Q: 3 clusters Score -4603600 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4603806.000000 Penalty: 3412.352051
	Iteration 13Q: 3 clusters Score -4603806 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -4603979.500000 Penalty: 3412.352051
	Iteration 14Q: 3 clusters Score -4603980 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4604117.000000 Penalty: 3412.352051
	Iteration 15Q: 3 clusters Score -4604117 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4604222.000000 Penalty: 3412.352051
	Iteration 16Q: 3 clusters Score -4604222 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4604303.000000 Penalty: 3412.352051
	Iteration 17Q: 3 clusters Score -4604303 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4604389.500000 Penalty: 3412.352051
	Iteration 18Q: 3 clusters Score -4604390 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4604466.000000 Penalty: 3412.352051
	Iteration 19Q: 3 clusters Score -4604466 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4604534.500000 Penalty: 3412.352051
	Iteration 20F: 3 clusters Score -4604534 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4604609.000000 Penalty: 3412.352051
	Iteration 21Q: 3 clusters Score -4604609 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4604678.500000 Penalty: 3412.352051
	Iteration 22Q: 3 clusters Score -4604678 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -4604743.000000 Penalty: 3412.352051
	Iteration 23Q: 3 clusters Score -4604743 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4604807.000000 Penalty: 3412.352051
	Iteration 24Q: 3 clusters Score -4604807 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4604888.000000 Penalty: 3412.352051
	Iteration 25Q: 3 clusters Score -4604888 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4604972.000000 Penalty: 3412.352051
	Iteration 26Q: 3 clusters Score -4604972 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4605084.500000 Penalty: 3412.352051
	Iteration 27Q: 3 clusters Score -4605084 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -4605176.000000 Penalty: 3412.352051
	Iteration 28Q: 3 clusters Score -4605176 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4605268.000000 Penalty: 3412.352051
	Iteration 29Q: 3 clusters Score -4605268 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4605352.000000 Penalty: 3412.352051
	Iteration 30Q: 3 clusters Score -4605352 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4605433.000000 Penalty: 3412.352051
	Iteration 31Q: 3 clusters Score -4605433 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4605509.000000 Penalty: 3412.352051
	Iteration 32Q: 3 clusters Score -4605509 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4605603.500000 Penalty: 3412.352051
	Iteration 33Q: 3 clusters Score -4605604 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4605666.000000 Penalty: 3412.352051
	Iteration 34Q: 3 clusters Score -4605666 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4605724.500000 Penalty: 3412.352051
	Iteration 35Q: 3 clusters Score -4605724 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -4605770.000000 Penalty: 3412.352051
	Iteration 36Q: 3 clusters Score -4605770 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4605799.000000 Penalty: 3412.352051
	Iteration 37Q: 3 clusters Score -4605799 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4605837.000000 Penalty: 3412.352051
	Iteration 38Q: 3 clusters Score -4605837 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4605844.500000 Penalty: 3412.352051
	Iteration 39Q: 3 clusters Score -4605844 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4605856.000000 Penalty: 3412.352051
	Iteration 40F: 3 clusters Score -4605856 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -4605882.500000 Penalty: 3412.352051
	Iteration 41Q: 3 clusters Score -4605882 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4605923.000000 Penalty: 3412.352051
	Iteration 42Q: 3 clusters Score -4605923 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4605938.500000 Penalty: 3412.352051
	Iteration 43Q: 3 clusters Score -4605938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4605945.500000 Penalty: 3412.352051
	Iteration 44Q: 3 clusters Score -4605946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -4605958.500000 Penalty: 3412.352051
	Iteration 45Q: 3 clusters Score -4605958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -4605964.500000 Penalty: 3412.352051
	Iteration 46Q: 3 clusters Score -4605964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4605984.500000 Penalty: 3412.352051
	Iteration 47Q: 3 clusters Score -4605984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4605999.000000 Penalty: 3412.352051
	Iteration 48Q: 3 clusters Score -4605999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4606008.000000 Penalty: 3412.352051
	Iteration 49Q: 3 clusters Score -4606008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4606020.500000 Penalty: 3412.352051
	Iteration 50Q: 3 clusters Score -4606020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -4606036.500000 Penalty: 3412.352051
	Iteration 51Q: 3 clusters Score -4606036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -4606030.000000 Penalty: 3412.352051
	Iteration 52Q: 3 clusters Score -4606030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4606029.500000 Penalty: 3412.352051
	Iteration 53Q: 3 clusters Score -4606030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -4606043.000000 Penalty: 3412.352051
	Iteration 54Q: 3 clusters Score -4606043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4606047.500000 Penalty: 3412.352051
	Iteration 55Q: 3 clusters Score -4606048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4606049.000000 Penalty: 3412.352051
	Iteration 56Q: 3 clusters Score -4606049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4606048.000000 Penalty: 3412.352051
	Iteration 57Q: 3 clusters Score -4606048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -4606049.000000 Penalty: 3412.352051
	Iteration 58Q: 3 clusters Score -4606049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -4606050.000000 Penalty: 3412.352051
	Iteration 59Q: 3 clusters Score -4606050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4606038.000000 Penalty: 3412.352051
	Iteration 60F: 3 clusters Score -4606038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4606036.000000 Penalty: 3412.352051
	Iteration 61Q: 3 clusters Score -4606036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4606038.000000 Penalty: 3412.352051
	Iteration 62Q: 3 clusters Score -4606038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4606037.000000 Penalty: 3412.352051
	Iteration 63Q: 3 clusters Score -4606037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4606044.500000 Penalty: 3412.352051
	Iteration 64Q: 3 clusters Score -4606044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4606046.500000 Penalty: 3412.352051
	Iteration 65Q: 3 clusters Score -4606046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -4606055.500000 Penalty: 3412.352051
	Iteration 66Q: 3 clusters Score -4606056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4606056.000000 Penalty: 3412.352051
	Iteration 67Q: 3 clusters Score -4606056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -4606057.500000 Penalty: 3412.352051
	Iteration 68Q: 3 clusters Score -4606058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -4606066.500000 Penalty: 3412.352051
	Iteration 69Q: 3 clusters Score -4606066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4606061.000000 Penalty: 3412.352051
	Iteration 70Q: 3 clusters Score -4606061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -4606062.000000 Penalty: 3412.352051
	Iteration 71Q: 3 clusters Score -4606062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -4606061.000000 Penalty: 3412.352051
	Iteration 72Q: 3 clusters Score -4606061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -4606065.000000 Penalty: 3412.352051
	Iteration 73Q: 3 clusters Score -4606065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4606063.500000 Penalty: 3412.352051
	Iteration 74Q: 3 clusters Score -4606064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4606056.500000 Penalty: 3412.352051
	Iteration 75Q: 3 clusters Score -4606056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4606070.000000 Penalty: 3412.352051
	Iteration 76Q: 3 clusters Score -4606070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4606068.500000 Penalty: 3412.352051
	Iteration 77Q: 3 clusters Score -4606068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -4606064.500000 Penalty: 3412.352051
	Iteration 78Q: 3 clusters Score -4606064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -4606070.500000 Penalty: 3412.352051
	Iteration 79Q: 3 clusters Score -4606070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4606073.000000 Penalty: 3412.352051
	Iteration 80F: 3 clusters Score -4606073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4606073.500000 Penalty: 3412.352051
	Iteration 81Q: 3 clusters Score -4606074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4606078.000000 Penalty: 3412.352051
	Iteration 82Q: 3 clusters Score -4606078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -4606074.500000 Penalty: 3412.352051
	Iteration 83Q: 3 clusters Score -4606074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -4606072.500000 Penalty: 3412.352051
	Iteration 84Q: 3 clusters Score -4606072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4606073.000000 Penalty: 3412.352051
	Iteration 85Q: 3 clusters Score -4606073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -4606073.000000 Penalty: 3412.352051
	Iteration 86Q: 3 clusters Score -4606073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4606070.500000 Penalty: 3412.352051
	Iteration 87Q: 3 clusters Score -4606070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -4606070.500000 Penalty: 3412.352051
	Iteration 88Q: 3 clusters Score -4606070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4606073.500000 Penalty: 3412.352051
	Iteration 89Q: 3 clusters Score -4606074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4606071.000000 Penalty: 3412.352051
	Iteration 90Q: 3 clusters Score -4606071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4606070.500000 Penalty: 3412.352051
	Iteration 91Q: 3 clusters Score -4606070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4606067.000000 Penalty: 3412.352051
	Iteration 92Q: 3 clusters Score -4606067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4606068.000000 Penalty: 3412.352051
	Iteration 93Q: 3 clusters Score -4606068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -4606073.500000 Penalty: 3412.352051
	Iteration 94Q: 3 clusters Score -4606074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -4606066.000000 Penalty: 3412.352051
	Iteration 95Q: 3 clusters Score -4606066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4606072.500000 Penalty: 3412.352051
	Iteration 96Q: 3 clusters Score -4606072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4606069.000000 Penalty: 3412.352051
	Iteration 97Q: 3 clusters Score -4606069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4606068.000000 Penalty: 3412.352051
	Iteration 98Q: 3 clusters Score -4606068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4606069.500000 Penalty: 3412.352051
	Iteration 99Q: 3 clusters Score -4606070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4606073.500000 Penalty: 3412.352051
	Iteration 100F: 3 clusters Score -4606074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -14928.125977 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -14928.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14338.135742 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -14338.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14437.997070 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -14438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14461.247070 Penalty: 1700.110352
	Iteration 2F: 3 clusters Score -14461.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14471.082031 Penalty: 1700.110352
	Iteration 3Q: 3 clusters Score -14471.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14474.103516 Penalty: 1700.110352
	Iteration 4Q: 3 clusters Score -14474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14477.737305 Penalty: 1700.110352
	Iteration 5Q: 3 clusters Score -14477.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14496.111328 Penalty: 1700.110352
	Iteration 6Q: 3 clusters Score -14496.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14516.127930 Penalty: 1700.110352
	Iteration 7Q: 3 clusters Score -14516.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14535.658203 Penalty: 1700.110352
	Iteration 8Q: 3 clusters Score -14535.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14536.957031 Penalty: 1700.110352
	Iteration 9Q: 3 clusters Score -14536.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14536.957031 Penalty: 1700.110352
	Iteration 10F: 3 clusters Score -14536.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 10612 members 
Mstep: Class 3 contains 69481 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 6089 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 48672 members 
Mstep: Class 9 contains 63079 members 
Mstep: Class 10 contains 40136 members 
Mstep: Class 11 contains 12118 members 
Mstep: Class 12 contains 5280 members 
Mstep: Class 13 contains 15661 members 
Mstep: Class 15 contains 76647 members 
Mstep: Class 18 contains 6034 members 
Mstep: Class 21 contains 36299 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804564.000000 Penalty: 36390.246094
Iteration 159Q: 18 clusters Score -6.580456e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 10600 members 
Mstep: Class 3 contains 69458 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 6106 members 
Mstep: Class 7 contains 4824 members 
Mstep: Class 8 contains 48587 members 
Mstep: Class 9 contains 62956 members 
Mstep: Class 10 contains 40648 members 
Mstep: Class 11 contains 12150 members 
Mstep: Class 12 contains 5282 members 
Mstep: Class 13 contains 15662 members 
Mstep: Class 15 contains 76646 members 
Mstep: Class 18 contains 6029 members 
Mstep: Class 21 contains 36310 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804640.000000 Penalty: 36390.246094
Iteration 160F: 18 clusters Score -6.580464e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 10588 members 
Mstep: Class 3 contains 69441 members 
Mstep: Class 4 contains 46803 members 
Mstep: Class 5 contains 990 members 
Mstep: Class 6 contains 6126 members 
Mstep: Class 7 contains 4788 members 
Mstep: Class 8 contains 48515 members 
Mstep: Class 9 contains 62856 members 
Mstep: Class 10 contains 41136 members 
Mstep: Class 11 contains 12175 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 15672 members 
Mstep: Class 15 contains 76640 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 21 contains 36315 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804724.000000 Penalty: 36390.246094
Iteration 161Q: 18 clusters Score -6.580472e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 10582 members 
Mstep: Class 3 contains 69435 members 
Mstep: Class 4 contains 46531 members 
Mstep: Class 5 contains 979 members 
Mstep: Class 6 contains 6143 members 
Mstep: Class 7 contains 4770 members 
Mstep: Class 8 contains 48446 members 
Mstep: Class 9 contains 62775 members 
Mstep: Class 10 contains 41595 members 
Mstep: Class 11 contains 12192 members 
Mstep: Class 12 contains 5263 members 
Mstep: Class 13 contains 15663 members 
Mstep: Class 15 contains 76633 members 
Mstep: Class 18 contains 6015 members 
Mstep: Class 21 contains 36317 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804908.000000 Penalty: 36390.246094
Iteration 162Q: 18 clusters Score -6.580491e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 69421 members 
Mstep: Class 4 contains 46251 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 6162 members 
Mstep: Class 7 contains 4751 members 
Mstep: Class 8 contains 48389 members 
Mstep: Class 9 contains 62699 members 
Mstep: Class 10 contains 42030 members 
Mstep: Class 11 contains 12205 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 15656 members 
Mstep: Class 15 contains 76631 members 
Mstep: Class 18 contains 6012 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65804960.000000 Penalty: 36390.246094
Iteration 163Q: 18 clusters Score -6.580496e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 69423 members 
Mstep: Class 4 contains 45957 members 
Mstep: Class 5 contains 971 members 
Mstep: Class 6 contains 6174 members 
Mstep: Class 7 contains 4731 members 
Mstep: Class 8 contains 48326 members 
Mstep: Class 9 contains 62624 members 
Mstep: Class 10 contains 42451 members 
Mstep: Class 11 contains 12210 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 15656 members 
Mstep: Class 15 contains 76637 members 
Mstep: Class 18 contains 6005 members 
Mstep: Class 21 contains 36370 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805004.000000 Penalty: 36390.246094
Iteration 164Q: 18 clusters Score -6.5805e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 69431 members 
Mstep: Class 4 contains 45676 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 6188 members 
Mstep: Class 7 contains 4717 members 
Mstep: Class 8 contains 48261 members 
Mstep: Class 9 contains 62546 members 
Mstep: Class 10 contains 42874 members 
Mstep: Class 11 contains 12219 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 15646 members 
Mstep: Class 15 contains 76631 members 
Mstep: Class 18 contains 5997 members 
Mstep: Class 21 contains 36408 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805196.000000 Penalty: 36390.246094
Iteration 165Q: 18 clusters Score -6.58052e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 69435 members 
Mstep: Class 4 contains 45464 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 48204 members 
Mstep: Class 9 contains 62463 members 
Mstep: Class 10 contains 43245 members 
Mstep: Class 11 contains 12231 members 
Mstep: Class 12 contains 5248 members 
Mstep: Class 13 contains 15635 members 
Mstep: Class 15 contains 76624 members 
Mstep: Class 18 contains 5992 members 
Mstep: Class 21 contains 36431 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805312.000000 Penalty: 36390.246094
Iteration 166Q: 18 clusters Score -6.580531e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 69441 members 
Mstep: Class 4 contains 45232 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 48142 members 
Mstep: Class 9 contains 62372 members 
Mstep: Class 10 contains 43624 members 
Mstep: Class 11 contains 12243 members 
Mstep: Class 12 contains 5250 members 
Mstep: Class 13 contains 15636 members 
Mstep: Class 15 contains 76607 members 
Mstep: Class 18 contains 5984 members 
Mstep: Class 21 contains 36454 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805392.000000 Penalty: 36390.246094
Iteration 167Q: 18 clusters Score -6.580539e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 69445 members 
Mstep: Class 4 contains 45039 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 6219 members 
Mstep: Class 7 contains 4678 members 
Mstep: Class 8 contains 48098 members 
Mstep: Class 9 contains 62271 members 
Mstep: Class 10 contains 43989 members 
Mstep: Class 11 contains 12255 members 
Mstep: Class 12 contains 5249 members 
Mstep: Class 13 contains 15621 members 
Mstep: Class 15 contains 76566 members 
Mstep: Class 18 contains 5973 members 
Mstep: Class 21 contains 36481 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805492.000000 Penalty: 36390.246094
Iteration 168Q: 18 clusters Score -6.580549e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 69439 members 
Mstep: Class 4 contains 44816 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 6229 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 48064 members 
Mstep: Class 9 contains 62190 members 
Mstep: Class 10 contains 44331 members 
Mstep: Class 11 contains 12278 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 13 contains 15621 members 
Mstep: Class 15 contains 76525 members 
Mstep: Class 18 contains 5967 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805540.000000 Penalty: 36390.246094
Iteration 169Q: 18 clusters Score -6.580554e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 69439 members 
Mstep: Class 4 contains 44611 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 6235 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 48029 members 
Mstep: Class 9 contains 62105 members 
Mstep: Class 10 contains 44676 members 
Mstep: Class 11 contains 12283 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 15621 members 
Mstep: Class 15 contains 76491 members 
Mstep: Class 18 contains 5965 members 
Mstep: Class 21 contains 36550 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805604.000000 Penalty: 36390.246094
Iteration 170Q: 18 clusters Score -6.58056e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 69436 members 
Mstep: Class 4 contains 44415 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 6245 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 48000 members 
Mstep: Class 9 contains 62009 members 
Mstep: Class 10 contains 45034 members 
Mstep: Class 11 contains 12286 members 
Mstep: Class 12 contains 5239 members 
Mstep: Class 13 contains 15623 members 
Mstep: Class 15 contains 76471 members 
Mstep: Class 18 contains 5961 members 
Mstep: Class 21 contains 36562 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805784.000000 Penalty: 36390.246094
Iteration 171Q: 18 clusters Score -6.580578e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 10531 members 
Mstep: Class 3 contains 69433 members 
Mstep: Class 4 contains 44185 members 
Mstep: Class 5 contains 951 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 47974 members 
Mstep: Class 9 contains 61923 members 
Mstep: Class 10 contains 45417 members 
Mstep: Class 11 contains 12300 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 15617 members 
Mstep: Class 15 contains 76444 members 
Mstep: Class 18 contains 5957 members 
Mstep: Class 21 contains 36575 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805836.000000 Penalty: 36390.246094
Iteration 172Q: 18 clusters Score -6.580584e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 69429 members 
Mstep: Class 4 contains 43968 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 6 contains 6264 members 
Mstep: Class 7 contains 4580 members 
Mstep: Class 8 contains 47944 members 
Mstep: Class 9 contains 61857 members 
Mstep: Class 10 contains 45775 members 
Mstep: Class 11 contains 12309 members 
Mstep: Class 12 contains 5231 members 
Mstep: Class 13 contains 15611 members 
Mstep: Class 15 contains 76418 members 
Mstep: Class 18 contains 5953 members 
Mstep: Class 21 contains 36596 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806004.000000 Penalty: 36390.246094
Iteration 173Q: 18 clusters Score -6.5806e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 10515 members 
Mstep: Class 3 contains 69421 members 
Mstep: Class 4 contains 43758 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 6262 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 47920 members 
Mstep: Class 9 contains 61779 members 
Mstep: Class 10 contains 46108 members 
Mstep: Class 11 contains 12327 members 
Mstep: Class 12 contains 5225 members 
Mstep: Class 13 contains 15614 members 
Mstep: Class 15 contains 76416 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 21 contains 36618 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805984.000000 Penalty: 36390.246094
Iteration 174Q: 18 clusters Score -6.580598e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 69410 members 
Mstep: Class 4 contains 43563 members 
Mstep: Class 5 contains 937 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 61712 members 
Mstep: Class 10 contains 46414 members 
Mstep: Class 11 contains 12342 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 15611 members 
Mstep: Class 15 contains 76418 members 
Mstep: Class 18 contains 5943 members 
Mstep: Class 21 contains 36641 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806000.000000 Penalty: 36390.246094
Iteration 175Q: 18 clusters Score -6.5806e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 10502 members 
Mstep: Class 3 contains 69400 members 
Mstep: Class 4 contains 43395 members 
Mstep: Class 5 contains 932 members 
Mstep: Class 6 contains 6266 members 
Mstep: Class 7 contains 4538 members 
Mstep: Class 8 contains 47849 members 
Mstep: Class 9 contains 61640 members 
Mstep: Class 10 contains 46701 members 
Mstep: Class 11 contains 12364 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 15608 members 
Mstep: Class 15 contains 76407 members 
Mstep: Class 18 contains 5939 members 
Mstep: Class 21 contains 36657 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805880.000000 Penalty: 36390.246094
Iteration 176Q: 18 clusters Score -6.580588e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 10499 members 
Mstep: Class 3 contains 69392 members 
Mstep: Class 4 contains 43202 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 6 contains 6271 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 47813 members 
Mstep: Class 9 contains 61547 members 
Mstep: Class 10 contains 47023 members 
Mstep: Class 11 contains 12385 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 15599 members 
Mstep: Class 15 contains 76390 members 
Mstep: Class 18 contains 5937 members 
Mstep: Class 21 contains 36697 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65805900.000000 Penalty: 36390.246094
Iteration 177Q: 18 clusters Score -6.58059e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 69396 members 
Mstep: Class 4 contains 43044 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 6275 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 47759 members 
Mstep: Class 9 contains 61465 members 
Mstep: Class 10 contains 47355 members 
Mstep: Class 11 contains 12396 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 15599 members 
Mstep: Class 15 contains 76344 members 
Mstep: Class 18 contains 5930 members 
Mstep: Class 21 contains 36724 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806084.000000 Penalty: 36390.246094
Iteration 178Q: 18 clusters Score -6.580608e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 10485 members 
Mstep: Class 3 contains 69391 members 
Mstep: Class 4 contains 42884 members 
Mstep: Class 5 contains 916 members 
Mstep: Class 6 contains 6284 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 61376 members 
Mstep: Class 10 contains 47679 members 
Mstep: Class 11 contains 12418 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 15593 members 
Mstep: Class 15 contains 76305 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 21 contains 36750 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806192.000000 Penalty: 36390.246094
Iteration 179Q: 18 clusters Score -6.580619e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 69377 members 
Mstep: Class 4 contains 42723 members 
Mstep: Class 5 contains 913 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 8 contains 47668 members 
Mstep: Class 9 contains 61281 members 
Mstep: Class 10 contains 48008 members 
Mstep: Class 11 contains 12444 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 15584 members 
Mstep: Class 15 contains 76262 members 
Mstep: Class 18 contains 5931 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806224.000000 Penalty: 36390.246094
Iteration 180F: 18 clusters Score -6.580622e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 69375 members 
Mstep: Class 4 contains 42596 members 
Mstep: Class 5 contains 909 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 47603 members 
Mstep: Class 9 contains 61199 members 
Mstep: Class 10 contains 48312 members 
Mstep: Class 11 contains 12475 members 
Mstep: Class 12 contains 5223 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 15 contains 76225 members 
Mstep: Class 18 contains 5932 members 
Mstep: Class 21 contains 36786 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806408.000000 Penalty: 36390.246094
Iteration 181Q: 18 clusters Score -6.580641e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 10480 members 
Mstep: Class 3 contains 69369 members 
Mstep: Class 4 contains 42464 members 
Mstep: Class 5 contains 903 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 47542 members 
Mstep: Class 9 contains 61131 members 
Mstep: Class 10 contains 48624 members 
Mstep: Class 11 contains 12502 members 
Mstep: Class 12 contains 5231 members 
Mstep: Class 13 contains 15568 members 
Mstep: Class 15 contains 76183 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 21 contains 36802 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806420.000000 Penalty: 36390.246094
Iteration 182Q: 18 clusters Score -6.580642e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 69366 members 
Mstep: Class 4 contains 42358 members 
Mstep: Class 5 contains 900 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 8 contains 47466 members 
Mstep: Class 9 contains 61052 members 
Mstep: Class 10 contains 48928 members 
Mstep: Class 11 contains 12517 members 
Mstep: Class 12 contains 5231 members 
Mstep: Class 13 contains 15564 members 
Mstep: Class 15 contains 76151 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 21 contains 36819 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806636.000000 Penalty: 36390.246094
Iteration 183Q: 18 clusters Score -6.580664e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 69369 members 
Mstep: Class 4 contains 42248 members 
Mstep: Class 5 contains 901 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 47388 members 
Mstep: Class 9 contains 60964 members 
Mstep: Class 10 contains 49232 members 
Mstep: Class 11 contains 12534 members 
Mstep: Class 12 contains 5231 members 
Mstep: Class 13 contains 15567 members 
Mstep: Class 15 contains 76108 members 
Mstep: Class 18 contains 5926 members 
Mstep: Class 21 contains 36844 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806688.000000 Penalty: 36390.246094
Iteration 184Q: 18 clusters Score -6.580669e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 69364 members 
Mstep: Class 4 contains 42120 members 
Mstep: Class 5 contains 901 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 47315 members 
Mstep: Class 9 contains 60895 members 
Mstep: Class 10 contains 49540 members 
Mstep: Class 11 contains 12555 members 
Mstep: Class 12 contains 5225 members 
Mstep: Class 13 contains 15576 members 
Mstep: Class 15 contains 76067 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 21 contains 36873 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806876.000000 Penalty: 36390.246094
Iteration 185Q: 18 clusters Score -6.580688e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 10461 members 
Mstep: Class 3 contains 69350 members 
Mstep: Class 4 contains 41976 members 
Mstep: Class 5 contains 901 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 4387 members 
Mstep: Class 8 contains 47254 members 
Mstep: Class 9 contains 60812 members 
Mstep: Class 10 contains 49897 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 15576 members 
Mstep: Class 15 contains 75997 members 
Mstep: Class 18 contains 5921 members 
Mstep: Class 21 contains 36903 members 
Mstep: Class 24 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806908.000000 Penalty: 36390.246094
Iteration 186Q: 18 clusters Score -6.580691e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 69347 members 
Mstep: Class 4 contains 41843 members 
Mstep: Class 5 contains 896 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 47189 members 
Mstep: Class 9 contains 60754 members 
Mstep: Class 10 contains 50218 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 5236 members 
Mstep: Class 13 contains 15579 members 
Mstep: Class 15 contains 75931 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 21 contains 36929 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65806960.000000 Penalty: 36390.246094
Iteration 187Q: 18 clusters Score -6.580696e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 10437 members 
Mstep: Class 3 contains 69335 members 
Mstep: Class 4 contains 41745 members 
Mstep: Class 5 contains 893 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 4340 members 
Mstep: Class 8 contains 47143 members 
Mstep: Class 9 contains 60687 members 
Mstep: Class 10 contains 50489 members 
Mstep: Class 11 contains 12611 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 15581 members 
Mstep: Class 15 contains 75874 members 
Mstep: Class 18 contains 5923 members 
Mstep: Class 21 contains 36954 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807024.000000 Penalty: 36390.246094
Iteration 188Q: 18 clusters Score -6.580702e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 10430 members 
Mstep: Class 3 contains 69325 members 
Mstep: Class 4 contains 41636 members 
Mstep: Class 5 contains 888 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 47111 members 
Mstep: Class 9 contains 60619 members 
Mstep: Class 10 contains 50760 members 
Mstep: Class 11 contains 12651 members 
Mstep: Class 12 contains 5240 members 
Mstep: Class 13 contains 15579 members 
Mstep: Class 15 contains 75827 members 
Mstep: Class 18 contains 5919 members 
Mstep: Class 21 contains 36969 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807120.000000 Penalty: 36390.246094
Iteration 189Q: 18 clusters Score -6.580712e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 10428 members 
Mstep: Class 3 contains 69314 members 
Mstep: Class 4 contains 41517 members 
Mstep: Class 5 contains 886 members 
Mstep: Class 6 contains 6313 members 
Mstep: Class 7 contains 4301 members 
Mstep: Class 8 contains 47066 members 
Mstep: Class 9 contains 60556 members 
Mstep: Class 10 contains 51022 members 
Mstep: Class 11 contains 12702 members 
Mstep: Class 12 contains 5242 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 15 contains 75784 members 
Mstep: Class 18 contains 5915 members 
Mstep: Class 21 contains 36994 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807164.000000 Penalty: 36390.246094
Iteration 190Q: 18 clusters Score -6.580716e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 10420 members 
Mstep: Class 3 contains 69304 members 
Mstep: Class 4 contains 41396 members 
Mstep: Class 5 contains 882 members 
Mstep: Class 6 contains 6315 members 
Mstep: Class 7 contains 4276 members 
Mstep: Class 8 contains 47033 members 
Mstep: Class 9 contains 60494 members 
Mstep: Class 10 contains 51267 members 
Mstep: Class 11 contains 12756 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 13 contains 15583 members 
Mstep: Class 15 contains 75732 members 
Mstep: Class 18 contains 5911 members 
Mstep: Class 21 contains 37026 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807252.000000 Penalty: 36390.246094
Iteration 191Q: 18 clusters Score -6.580725e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 69284 members 
Mstep: Class 4 contains 41302 members 
Mstep: Class 5 contains 878 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 47000 members 
Mstep: Class 9 contains 60447 members 
Mstep: Class 10 contains 51480 members 
Mstep: Class 11 contains 12804 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 15595 members 
Mstep: Class 15 contains 75710 members 
Mstep: Class 18 contains 5904 members 
Mstep: Class 21 contains 37041 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807256.000000 Penalty: 36390.246094
Iteration 192Q: 18 clusters Score -6.580726e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 10408 members 
Mstep: Class 3 contains 69280 members 
Mstep: Class 4 contains 41200 members 
Mstep: Class 5 contains 872 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 4218 members 
Mstep: Class 8 contains 46985 members 
Mstep: Class 9 contains 60420 members 
Mstep: Class 10 contains 51670 members 
Mstep: Class 11 contains 12855 members 
Mstep: Class 12 contains 5218 members 
Mstep: Class 13 contains 15607 members 
Mstep: Class 15 contains 75681 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 21 contains 37039 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807196.000000 Penalty: 36390.246094
Iteration 193Q: 18 clusters Score -6.58072e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 10405 members 
Mstep: Class 3 contains 69270 members 
Mstep: Class 4 contains 41112 members 
Mstep: Class 5 contains 865 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 46970 members 
Mstep: Class 9 contains 60398 members 
Mstep: Class 10 contains 51835 members 
Mstep: Class 11 contains 12889 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 15620 members 
Mstep: Class 15 contains 75649 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 21 contains 37046 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807172.000000 Penalty: 36390.246094
Iteration 194Q: 18 clusters Score -6.580717e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 10400 members 
Mstep: Class 3 contains 69256 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 4165 members 
Mstep: Class 8 contains 46955 members 
Mstep: Class 9 contains 60372 members 
Mstep: Class 10 contains 52036 members 
Mstep: Class 11 contains 12926 members 
Mstep: Class 12 contains 5207 members 
Mstep: Class 13 contains 15639 members 
Mstep: Class 15 contains 75621 members 
Mstep: Class 18 contains 5891 members 
Mstep: Class 21 contains 37047 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807264.000000 Penalty: 36390.246094
Iteration 195Q: 18 clusters Score -6.580726e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 10394 members 
Mstep: Class 3 contains 69252 members 
Mstep: Class 4 contains 40933 members 
Mstep: Class 5 contains 848 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 4138 members 
Mstep: Class 8 contains 46937 members 
Mstep: Class 9 contains 60337 members 
Mstep: Class 10 contains 52224 members 
Mstep: Class 11 contains 12949 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 15653 members 
Mstep: Class 15 contains 75585 members 
Mstep: Class 18 contains 5882 members 
Mstep: Class 21 contains 37041 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807232.000000 Penalty: 36390.246094
Iteration 196Q: 18 clusters Score -6.580723e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 10389 members 
Mstep: Class 3 contains 69253 members 
Mstep: Class 4 contains 40863 members 
Mstep: Class 5 contains 841 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 4117 members 
Mstep: Class 8 contains 46910 members 
Mstep: Class 9 contains 60301 members 
Mstep: Class 10 contains 52404 members 
Mstep: Class 11 contains 12959 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 15665 members 
Mstep: Class 15 contains 75568 members 
Mstep: Class 18 contains 5879 members 
Mstep: Class 21 contains 37037 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807280.000000 Penalty: 36390.246094
Iteration 197Q: 18 clusters Score -6.580728e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 69246 members 
Mstep: Class 4 contains 40811 members 
Mstep: Class 5 contains 837 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 4099 members 
Mstep: Class 8 contains 46880 members 
Mstep: Class 9 contains 60247 members 
Mstep: Class 10 contains 52573 members 
Mstep: Class 11 contains 12972 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 15672 members 
Mstep: Class 15 contains 75551 members 
Mstep: Class 18 contains 5878 members 
Mstep: Class 21 contains 37044 members 
Mstep: Class 24 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807224.000000 Penalty: 36390.246094
Iteration 198Q: 18 clusters Score -6.580722e+07 nChanged 417
Entering ConstructFrom: 
Score: -65807224.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (82038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Entering Unmasked Estep 
Score: -10505561.000000 Penalty: 1838.677368
	Iteration 0F: 2 clusters Score -1.050556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -10455832.000000 Penalty: 3677.354736
	Iteration 0F: 3 clusters Score -1.045583e+07 nChanged 38920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -10477750.000000 Penalty: 3677.354736
	Iteration 1F: 3 clusters Score -1.047775e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -10478302.000000 Penalty: 3677.354736
	Iteration 2Q: 3 clusters Score -1.04783e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -10479096.000000 Penalty: 3677.354736
	Iteration 3Q: 3 clusters Score -1.04791e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -10480252.000000 Penalty: 3677.354736
	Iteration 4Q: 3 clusters Score -1.048025e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -10482324.000000 Penalty: 3677.354736
	Iteration 5F: 3 clusters Score -1.048232e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -10485740.000000 Penalty: 3677.354736
	Iteration 6F: 3 clusters Score -1.048574e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -10490410.000000 Penalty: 3677.354736
	Iteration 7F: 3 clusters Score -1.049041e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -10496096.000000 Penalty: 3677.354736
	Iteration 8F: 3 clusters Score -1.04961e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -10500445.000000 Penalty: 3677.354736
	Iteration 9F: 3 clusters Score -1.050044e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -10502427.000000 Penalty: 3677.354736
	Iteration 10Q: 3 clusters Score -1.050243e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10503232.000000 Penalty: 3677.354736
	Iteration 11Q: 3 clusters Score -1.050323e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10503602.000000 Penalty: 3677.354736
	Iteration 12Q: 3 clusters Score -1.05036e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10503746.000000 Penalty: 3677.354736
	Iteration 13Q: 3 clusters Score -1.050375e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10503836.000000 Penalty: 3677.354736
	Iteration 14Q: 3 clusters Score -1.050384e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10503877.000000 Penalty: 3677.354736
	Iteration 15Q: 3 clusters Score -1.050388e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10503942.000000 Penalty: 3677.354736
	Iteration 16Q: 3 clusters Score -1.050394e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10503959.000000 Penalty: 3677.354736
	Iteration 17Q: 3 clusters Score -1.050396e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10503985.000000 Penalty: 3677.354736
	Iteration 18Q: 3 clusters Score -1.050398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10504007.000000 Penalty: 3677.354736
	Iteration 19Q: 3 clusters Score -1.050401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10504005.000000 Penalty: 3677.354736
	Iteration 20F: 3 clusters Score -1.0504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10504017.000000 Penalty: 3677.354736
	Iteration 21Q: 3 clusters Score -1.050402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10504019.000000 Penalty: 3677.354736
	Iteration 22Q: 3 clusters Score -1.050402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10504022.000000 Penalty: 3677.354736
	Iteration 23Q: 3 clusters Score -1.050402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10504026.000000 Penalty: 3677.354736
	Iteration 24Q: 3 clusters Score -1.050403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10504027.000000 Penalty: 3677.354736
	Iteration 25Q: 3 clusters Score -1.050403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10504033.000000 Penalty: 3677.354736
	Iteration 26Q: 3 clusters Score -1.050403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10504038.000000 Penalty: 3677.354736
	Iteration 27Q: 3 clusters Score -1.050404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10504045.000000 Penalty: 3677.354736
	Iteration 28Q: 3 clusters Score -1.050404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10504051.000000 Penalty: 3677.354736
	Iteration 29Q: 3 clusters Score -1.050405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10504056.000000 Penalty: 3677.354736
	Iteration 30Q: 3 clusters Score -1.050406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10504053.000000 Penalty: 3677.354736
	Iteration 31Q: 3 clusters Score -1.050405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10504061.000000 Penalty: 3677.354736
	Iteration 32Q: 3 clusters Score -1.050406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10504055.000000 Penalty: 3677.354736
	Iteration 33Q: 3 clusters Score -1.050406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10504050.000000 Penalty: 3677.354736
	Iteration 34Q: 3 clusters Score -1.050405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10504050.000000 Penalty: 3677.354736
	Iteration 35F: 3 clusters Score -1.050405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1334255.750000 Penalty: 1502.599976
	Iteration 0F: 2 clusters Score -1334256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1326825.000000 Penalty: 3005.199951
	Iteration 0F: 3 clusters Score -1326825 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1329220.500000 Penalty: 3005.199951
	Iteration 1F: 3 clusters Score -1329220 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1329475.125000 Penalty: 3005.199951
	Iteration 2F: 3 clusters Score -1329475 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1329708.500000 Penalty: 3005.199951
	Iteration 3Q: 3 clusters Score -1329708 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1329927.250000 Penalty: 3005.199951
	Iteration 4Q: 3 clusters Score -1329927 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1330167.750000 Penalty: 3005.199951
	Iteration 5Q: 3 clusters Score -1330168 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1330429.500000 Penalty: 3005.199951
	Iteration 6Q: 3 clusters Score -1330430 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1330765.250000 Penalty: 3005.199951
	Iteration 7Q: 3 clusters Score -1330765 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1331184.375000 Penalty: 3005.199951
	Iteration 8F: 3 clusters Score -1331184 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1331588.500000 Penalty: 3005.199951
	Iteration 9Q: 3 clusters Score -1331588 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1331921.875000 Penalty: 3005.199951
	Iteration 10Q: 3 clusters Score -1331922 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1332213.750000 Penalty: 3005.199951
	Iteration 11Q: 3 clusters Score -1332214 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1332423.250000 Penalty: 3005.199951
	Iteration 12Q: 3 clusters Score -1332423 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1332566.875000 Penalty: 3005.199951
	Iteration 13Q: 3 clusters Score -1332567 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1332669.625000 Penalty: 3005.199951
	Iteration 14Q: 3 clusters Score -1332670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1332728.125000 Penalty: 3005.199951
	Iteration 15Q: 3 clusters Score -1332728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1332781.125000 Penalty: 3005.199951
	Iteration 16Q: 3 clusters Score -1332781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1332816.625000 Penalty: 3005.199951
	Iteration 17Q: 3 clusters Score -1332817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1332852.625000 Penalty: 3005.199951
	Iteration 18Q: 3 clusters Score -1332853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1332878.500000 Penalty: 3005.199951
	Iteration 19Q: 3 clusters Score -1332878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1332900.000000 Penalty: 3005.199951
	Iteration 20F: 3 clusters Score -1332900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1332915.375000 Penalty: 3005.199951
	Iteration 21Q: 3 clusters Score -1332915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1332928.625000 Penalty: 3005.199951
	Iteration 22Q: 3 clusters Score -1332929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1332933.000000 Penalty: 3005.199951
	Iteration 23Q: 3 clusters Score -1332933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1332939.750000 Penalty: 3005.199951
	Iteration 24Q: 3 clusters Score -1332940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1332949.625000 Penalty: 3005.199951
	Iteration 25Q: 3 clusters Score -1332950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1332958.000000 Penalty: 3005.199951
	Iteration 26Q: 3 clusters Score -1332958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1332968.000000 Penalty: 3005.199951
	Iteration 27Q: 3 clusters Score -1332968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1332973.625000 Penalty: 3005.199951
	Iteration 28Q: 3 clusters Score -1332974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1332982.000000 Penalty: 3005.199951
	Iteration 29Q: 3 clusters Score -1332982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1332991.250000 Penalty: 3005.199951
	Iteration 30Q: 3 clusters Score -1332991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1332997.375000 Penalty: 3005.199951
	Iteration 31Q: 3 clusters Score -1332997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1333000.375000 Penalty: 3005.199951
	Iteration 32Q: 3 clusters Score -1333000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1333003.000000 Penalty: 3005.199951
	Iteration 33Q: 3 clusters Score -1333003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1333003.875000 Penalty: 3005.199951
	Iteration 34Q: 3 clusters Score -1333004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1333003.875000 Penalty: 3005.199951
	Iteration 35F: 3 clusters Score -1333004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Entering Unmasked Estep 
Score: -8879162.000000 Penalty: 1811.112061
	Iteration 0F: 2 clusters Score -8879162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -8834780.000000 Penalty: 3622.224121
	Iteration 0F: 3 clusters Score -8834780 nChanged 32808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -8853588.000000 Penalty: 3622.224121
	Iteration 1F: 3 clusters Score -8853588 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -8854125.000000 Penalty: 3622.224121
	Iteration 2Q: 3 clusters Score -8854125 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -8854784.000000 Penalty: 3622.224121
	Iteration 3Q: 3 clusters Score -8854784 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -8855570.000000 Penalty: 3622.224121
	Iteration 4Q: 3 clusters Score -8855570 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -8856590.000000 Penalty: 3622.224121
	Iteration 5Q: 3 clusters Score -8856590 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -8858157.000000 Penalty: 3622.224121
	Iteration 6Q: 3 clusters Score -8858157 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -8860502.000000 Penalty: 3622.224121
	Iteration 7F: 3 clusters Score -8860502 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -8863673.000000 Penalty: 3622.224121
	Iteration 8F: 3 clusters Score -8863673 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -8866410.000000 Penalty: 3622.224121
	Iteration 9F: 3 clusters Score -8866410 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -8867872.000000 Penalty: 3622.224121
	Iteration 10Q: 3 clusters Score -8867872 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -8868434.000000 Penalty: 3622.224121
	Iteration 11Q: 3 clusters Score -8868434 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -8868693.000000 Penalty: 3622.224121
	Iteration 12Q: 3 clusters Score -8868693 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -8868836.000000 Penalty: 3622.224121
	Iteration 13Q: 3 clusters Score -8868836 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -8868923.000000 Penalty: 3622.224121
	Iteration 14Q: 3 clusters Score -8868923 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -8869065.000000 Penalty: 3622.224121
	Iteration 15Q: 3 clusters Score -8869065 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -8869138.000000 Penalty: 3622.224121
	Iteration 16Q: 3 clusters Score -8869138 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -8869309.000000 Penalty: 3622.224121
	Iteration 17Q: 3 clusters Score -8869309 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -8869448.000000 Penalty: 3622.224121
	Iteration 18Q: 3 clusters Score -8869448 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -8869499.000000 Penalty: 3622.224121
	Iteration 19Q: 3 clusters Score -8869499 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -8869629.000000 Penalty: 3622.224121
	Iteration 20F: 3 clusters Score -8869629 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -8869705.000000 Penalty: 3622.224121
	Iteration 21Q: 3 clusters Score -8869705 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -8869850.000000 Penalty: 3622.224121
	Iteration 22Q: 3 clusters Score -8869850 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -8869943.000000 Penalty: 3622.224121
	Iteration 23Q: 3 clusters Score -8869943 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -8870038.000000 Penalty: 3622.224121
	Iteration 24Q: 3 clusters Score -8870038 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -8870101.000000 Penalty: 3622.224121
	Iteration 25Q: 3 clusters Score -8870101 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -8870143.000000 Penalty: 3622.224121
	Iteration 26Q: 3 clusters Score -8870143 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -8870174.000000 Penalty: 3622.224121
	Iteration 27Q: 3 clusters Score -8870174 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -8870224.000000 Penalty: 3622.224121
	Iteration 28Q: 3 clusters Score -8870224 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -8870307.000000 Penalty: 3622.224121
	Iteration 29Q: 3 clusters Score -8870307 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -8870362.000000 Penalty: 3622.224121
	Iteration 30Q: 3 clusters Score -8870362 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -8870430.000000 Penalty: 3622.224121
	Iteration 31Q: 3 clusters Score -8870430 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -8870532.000000 Penalty: 3622.224121
	Iteration 32Q: 3 clusters Score -8870532 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8870608.000000 Penalty: 3622.224121
	Iteration 33Q: 3 clusters Score -8870608 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -8870668.000000 Penalty: 3622.224121
	Iteration 34Q: 3 clusters Score -8870668 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -8870757.000000 Penalty: 3622.224121
	Iteration 35Q: 3 clusters Score -8870757 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -8870814.000000 Penalty: 3622.224121
	Iteration 36Q: 3 clusters Score -8870814 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -8870866.000000 Penalty: 3622.224121
	Iteration 37Q: 3 clusters Score -8870866 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8870887.000000 Penalty: 3622.224121
	Iteration 38Q: 3 clusters Score -8870887 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -8870910.000000 Penalty: 3622.224121
	Iteration 39Q: 3 clusters Score -8870910 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -8870953.000000 Penalty: 3622.224121
	Iteration 40F: 3 clusters Score -8870953 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -8871004.000000 Penalty: 3622.224121
	Iteration 41Q: 3 clusters Score -8871004 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -8870991.000000 Penalty: 3622.224121
	Iteration 42Q: 3 clusters Score -8870991 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -8871045.000000 Penalty: 3622.224121
	Iteration 43Q: 3 clusters Score -8871045 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -8871044.000000 Penalty: 3622.224121
	Iteration 44Q: 3 clusters Score -8871044 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -8871038.000000 Penalty: 3622.224121
	Iteration 45Q: 3 clusters Score -8871038 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -8871050.000000 Penalty: 3622.224121
	Iteration 46Q: 3 clusters Score -8871050 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -8871078.000000 Penalty: 3622.224121
	Iteration 47Q: 3 clusters Score -8871078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -8871067.000000 Penalty: 3622.224121
	Iteration 48Q: 3 clusters Score -8871067 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -8871086.000000 Penalty: 3622.224121
	Iteration 49Q: 3 clusters Score -8871086 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -8871111.000000 Penalty: 3622.224121
	Iteration 50Q: 3 clusters Score -8871111 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -8871095.000000 Penalty: 3622.224121
	Iteration 51Q: 3 clusters Score -8871095 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -8871103.000000 Penalty: 3622.224121
	Iteration 52Q: 3 clusters Score -8871103 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -8871111.000000 Penalty: 3622.224121
	Iteration 53Q: 3 clusters Score -8871111 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -8871107.000000 Penalty: 3622.224121
	Iteration 54Q: 3 clusters Score -8871107 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -8871116.000000 Penalty: 3622.224121
	Iteration 55Q: 3 clusters Score -8871116 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -8871127.000000 Penalty: 3622.224121
	Iteration 56Q: 3 clusters Score -8871127 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -8871157.000000 Penalty: 3622.224121
	Iteration 57Q: 3 clusters Score -8871157 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -8871191.000000 Penalty: 3622.224121
	Iteration 58Q: 3 clusters Score -8871191 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -8871225.000000 Penalty: 3622.224121
	Iteration 59Q: 3 clusters Score -8871225 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -8871221.000000 Penalty: 3622.224121
	Iteration 60F: 3 clusters Score -8871221 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -8871314.000000 Penalty: 3622.224121
	Iteration 61Q: 3 clusters Score -8871314 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -8871314.000000 Penalty: 3622.224121
	Iteration 62Q: 3 clusters Score -8871314 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -8871368.000000 Penalty: 3622.224121
	Iteration 63Q: 3 clusters Score -8871368 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -8871388.000000 Penalty: 3622.224121
	Iteration 64Q: 3 clusters Score -8871388 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -8871429.000000 Penalty: 3622.224121
	Iteration 65Q: 3 clusters Score -8871429 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -8871465.000000 Penalty: 3622.224121
	Iteration 66Q: 3 clusters Score -8871465 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -8871534.000000 Penalty: 3622.224121
	Iteration 67Q: 3 clusters Score -8871534 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -8871610.000000 Penalty: 3622.224121
	Iteration 68Q: 3 clusters Score -8871610 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -8871653.000000 Penalty: 3622.224121
	Iteration 69Q: 3 clusters Score -8871653 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -8871730.000000 Penalty: 3622.224121
	Iteration 70Q: 3 clusters Score -8871730 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -8871800.000000 Penalty: 3622.224121
	Iteration 71Q: 3 clusters Score -8871800 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -8871920.000000 Penalty: 3622.224121
	Iteration 72Q: 3 clusters Score -8871920 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -8871940.000000 Penalty: 3622.224121
	Iteration 73Q: 3 clusters Score -8871940 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -8872014.000000 Penalty: 3622.224121
	Iteration 74Q: 3 clusters Score -8872014 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -8872110.000000 Penalty: 3622.224121
	Iteration 75Q: 3 clusters Score -8872110 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8872158.000000 Penalty: 3622.224121
	Iteration 76Q: 3 clusters Score -8872158 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -8872231.000000 Penalty: 3622.224121
	Iteration 77Q: 3 clusters Score -8872231 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -8872306.000000 Penalty: 3622.224121
	Iteration 78Q: 3 clusters Score -8872306 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -8872370.000000 Penalty: 3622.224121
	Iteration 79Q: 3 clusters Score -8872370 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -8872455.000000 Penalty: 3622.224121
	Iteration 80F: 3 clusters Score -8872455 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -8872540.000000 Penalty: 3622.224121
	Iteration 81Q: 3 clusters Score -8872540 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -8872601.000000 Penalty: 3622.224121
	Iteration 82Q: 3 clusters Score -8872601 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -8872658.000000 Penalty: 3622.224121
	Iteration 83Q: 3 clusters Score -8872658 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -8872717.000000 Penalty: 3622.224121
	Iteration 84Q: 3 clusters Score -8872717 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -8872743.000000 Penalty: 3622.224121
	Iteration 85Q: 3 clusters Score -8872743 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -8872815.000000 Penalty: 3622.224121
	Iteration 86Q: 3 clusters Score -8872815 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -8872849.000000 Penalty: 3622.224121
	Iteration 87Q: 3 clusters Score -8872849 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -8872887.000000 Penalty: 3622.224121
	Iteration 88Q: 3 clusters Score -8872887 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -8872913.000000 Penalty: 3622.224121
	Iteration 89Q: 3 clusters Score -8872913 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -8872938.000000 Penalty: 3622.224121
	Iteration 90Q: 3 clusters Score -8872938 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -8872976.000000 Penalty: 3622.224121
	Iteration 91Q: 3 clusters Score -8872976 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -8873016.000000 Penalty: 3622.224121
	Iteration 92Q: 3 clusters Score -8873016 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -8873065.000000 Penalty: 3622.224121
	Iteration 93Q: 3 clusters Score -8873065 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -8873100.000000 Penalty: 3622.224121
	Iteration 94Q: 3 clusters Score -8873100 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -8873160.000000 Penalty: 3622.224121
	Iteration 95Q: 3 clusters Score -8873160 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -8873222.000000 Penalty: 3622.224121
	Iteration 96Q: 3 clusters Score -8873222 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8873282.000000 Penalty: 3622.224121
	Iteration 97Q: 3 clusters Score -8873282 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -8873322.000000 Penalty: 3622.224121
	Iteration 98Q: 3 clusters Score -8873322 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -8873364.000000 Penalty: 3622.224121
	Iteration 99Q: 3 clusters Score -8873364 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -8873420.000000 Penalty: 3622.224121
	Iteration 100F: 3 clusters Score -8873420 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8873482.000000 Penalty: 3622.224121
	Iteration 101Q: 3 clusters Score -8873482 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8873490.000000 Penalty: 3622.224121
	Iteration 102Q: 3 clusters Score -8873490 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8873539.000000 Penalty: 3622.224121
	Iteration 103Q: 3 clusters Score -8873539 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8873575.000000 Penalty: 3622.224121
	Iteration 104Q: 3 clusters Score -8873575 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -8873619.000000 Penalty: 3622.224121
	Iteration 105Q: 3 clusters Score -8873619 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -8873649.000000 Penalty: 3622.224121
	Iteration 106Q: 3 clusters Score -8873649 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -8873734.000000 Penalty: 3622.224121
	Iteration 107Q: 3 clusters Score -8873734 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -8873785.000000 Penalty: 3622.224121
	Iteration 108Q: 3 clusters Score -8873785 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -8873828.000000 Penalty: 3622.224121
	Iteration 109Q: 3 clusters Score -8873828 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -8873894.000000 Penalty: 3622.224121
	Iteration 110Q: 3 clusters Score -8873894 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -8873916.000000 Penalty: 3622.224121
	Iteration 111Q: 3 clusters Score -8873916 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -8873937.000000 Penalty: 3622.224121
	Iteration 112Q: 3 clusters Score -8873937 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -8874008.000000 Penalty: 3622.224121
	Iteration 113Q: 3 clusters Score -8874008 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -8874019.000000 Penalty: 3622.224121
	Iteration 114Q: 3 clusters Score -8874019 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -8874037.000000 Penalty: 3622.224121
	Iteration 115Q: 3 clusters Score -8874037 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -8874073.000000 Penalty: 3622.224121
	Iteration 116Q: 3 clusters Score -8874073 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8874073 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -8874103.000000 Penalty: 3622.224121
	Iteration 118Q: 3 clusters Score -8874103 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -8874122.000000 Penalty: 3622.224121
	Iteration 119Q: 3 clusters Score -8874122 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -8874105.000000 Penalty: 3622.224121
	Iteration 120F: 3 clusters Score -8874105 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -8874129.000000 Penalty: 3622.224121
	Iteration 121Q: 3 clusters Score -8874129 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -8874159.000000 Penalty: 3622.224121
	Iteration 122Q: 3 clusters Score -8874159 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -8874147.000000 Penalty: 3622.224121
	Iteration 123Q: 3 clusters Score -8874147 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -8874212.000000 Penalty: 3622.224121
	Iteration 124Q: 3 clusters Score -8874212 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -8874250.000000 Penalty: 3622.224121
	Iteration 125Q: 3 clusters Score -8874250 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -8874293.000000 Penalty: 3622.224121
	Iteration 126Q: 3 clusters Score -8874293 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -8874317.000000 Penalty: 3622.224121
	Iteration 127Q: 3 clusters Score -8874317 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -8874342.000000 Penalty: 3622.224121
	Iteration 128Q: 3 clusters Score -8874342 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -8874378.000000 Penalty: 3622.224121
	Iteration 129Q: 3 clusters Score -8874378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -8874399.000000 Penalty: 3622.224121
	Iteration 130Q: 3 clusters Score -8874399 nChanged 138
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Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -8874449.000000 Penalty: 3622.224121
	Iteration 131Q: 3 clusters Score -8874449 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8874461 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8874477 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8874540 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8874581 nChanged 130
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Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8874615 nChanged 127
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Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8874657 nChanged 116
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Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8874690 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8874692 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8874727 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52028 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8874738 nChanged 98
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Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8874744 nChanged 115
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Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8874783 nChanged 124
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Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52487 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8874824 nChanged 144
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Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8874840 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8874882 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8874928 nChanged 138
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Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8874962 nChanged 133
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Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8874984 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8875012 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8875054 nChanged 152
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Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8875120 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8875156 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -8875181.000000 Penalty: 3622.224121
	Iteration 158Q: 3 clusters Score -8875181 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -8875222.000000 Penalty: 3622.224121
	Iteration 159Q: 3 clusters Score -8875222 nChanged 162
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Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -8875244.000000 Penalty: 3622.224121
	Iteration 160F: 3 clusters Score -8875244 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54529 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8875297 nChanged 193
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Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8875317 nChanged 205
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Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8875361 nChanged 196
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8875426 nChanged 196
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8875483 nChanged 205
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Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8875518 nChanged 197
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Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8875576 nChanged 199
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8875642 nChanged 198
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8875679 nChanged 204
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Entering Unmasked Estep 
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Mstep: Class 1 contains 56539 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8875784 nChanged 229
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Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8875803 nChanged 244
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Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8875910 nChanged 228
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Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8876000 nChanged 214
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Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8876046 nChanged 211
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Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8876097 nChanged 229
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Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8876177 nChanged 226
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Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -8876213.000000 Penalty: 3622.224121
	Iteration 178Q: 3 clusters Score -8876213 nChanged 245
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8876259 nChanged 257
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Mstep: Class 1 contains 58618 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8876333 nChanged 276
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Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8876414 nChanged 278
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Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8876482 nChanged 288
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Mstep: Class 1 contains 59460 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8876581 nChanged 313
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	Iteration 184Q: 3 clusters Score -8876659 nChanged 300
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8876745 nChanged 268
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	Iteration 186Q: 3 clusters Score -8876840 nChanged 249
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	Iteration 187Q: 3 clusters Score -8876916 nChanged 224
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	Iteration 188Q: 3 clusters Score -8876980 nChanged 217
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	Iteration 189Q: 3 clusters Score -8877044 nChanged 218
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8877112 nChanged 186
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Mstep: Class 1 contains 61433 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8877150 nChanged 161
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8877188 nChanged 152
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8877222 nChanged 152
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8877261 nChanged 133
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8877297 nChanged 142
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8877347 nChanged 126
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8877364 nChanged 129
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Entering Unmasked Estep 
Score: -8877391.000000 Penalty: 3622.224121
	Iteration 198Q: 3 clusters Score -8877391 nChanged 133
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8877431 nChanged 125
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8877488 nChanged 119
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8877539 nChanged 102
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8877572 nChanged 99
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8877590 nChanged 101
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8877628 nChanged 109
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8877623 nChanged 123
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8877672 nChanged 119
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8877717 nChanged 106
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8877727 nChanged 95
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8877753 nChanged 89
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8877793 nChanged 91
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8877814 nChanged 59
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8877813 nChanged 71
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	Iteration 213Q: 3 clusters Score -8877830 nChanged 60
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	Iteration 214Q: 3 clusters Score -8877849 nChanged 63
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	Iteration 215Q: 3 clusters Score -8877853 nChanged 69
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8877882 nChanged 69
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8877905 nChanged 82
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8877941 nChanged 86
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	Iteration 219Q: 3 clusters Score -8877952 nChanged 75
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8877981 nChanged 60
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	Iteration 221Q: 3 clusters Score -8877998 nChanged 53
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	Iteration 222Q: 3 clusters Score -8878010 nChanged 47
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	Iteration 223Q: 3 clusters Score -8878025 nChanged 47
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	Iteration 224Q: 3 clusters Score -8878040 nChanged 41
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	Iteration 225Q: 3 clusters Score -8878060 nChanged 42
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	Iteration 226Q: 3 clusters Score -8878067 nChanged 44
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	Iteration 227Q: 3 clusters Score -8878080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -8878080.000000 Penalty: 3622.224121
	Iteration 228Q: 3 clusters Score -8878080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -8878096.000000 Penalty: 3622.224121
	Iteration 229Q: 3 clusters Score -8878096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -8878119.000000 Penalty: 3622.224121
	Iteration 230Q: 3 clusters Score -8878119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8878125.000000 Penalty: 3622.224121
	Iteration 231Q: 3 clusters Score -8878125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -8878133.000000 Penalty: 3622.224121
	Iteration 232Q: 3 clusters Score -8878133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8878156.000000 Penalty: 3622.224121
	Iteration 233Q: 3 clusters Score -8878156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8878154.000000 Penalty: 3622.224121
	Iteration 234Q: 3 clusters Score -8878154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8878157.000000 Penalty: 3622.224121
	Iteration 235Q: 3 clusters Score -8878157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -8878155.000000 Penalty: 3622.224121
	Iteration 236Q: 3 clusters Score -8878155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8878145.000000 Penalty: 3622.224121
	Iteration 237Q: 3 clusters Score -8878145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8878159.000000 Penalty: 3622.224121
	Iteration 238Q: 3 clusters Score -8878159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8878172.000000 Penalty: 3622.224121
	Iteration 239Q: 3 clusters Score -8878172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8878173.000000 Penalty: 3622.224121
	Iteration 240F: 3 clusters Score -8878173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -8878168.000000 Penalty: 3622.224121
	Iteration 241Q: 3 clusters Score -8878168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8878175.000000 Penalty: 3622.224121
	Iteration 242Q: 3 clusters Score -8878175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -8878184.000000 Penalty: 3622.224121
	Iteration 243Q: 3 clusters Score -8878184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -8878188.000000 Penalty: 3622.224121
	Iteration 244Q: 3 clusters Score -8878188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8878197.000000 Penalty: 3622.224121
	Iteration 245Q: 3 clusters Score -8878197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8878204.000000 Penalty: 3622.224121
	Iteration 246Q: 3 clusters Score -8878204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -8878211.000000 Penalty: 3622.224121
	Iteration 247Q: 3 clusters Score -8878211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8878204.000000 Penalty: 3622.224121
	Iteration 248Q: 3 clusters Score -8878204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8878196.000000 Penalty: 3622.224121
	Iteration 249Q: 3 clusters Score -8878196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -8878195.000000 Penalty: 3622.224121
	Iteration 250Q: 3 clusters Score -8878195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8878197.000000 Penalty: 3622.224121
	Iteration 251Q: 3 clusters Score -8878197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8878203.000000 Penalty: 3622.224121
	Iteration 252Q: 3 clusters Score -8878203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -8878203.000000 Penalty: 3622.224121
	Iteration 253Q: 3 clusters Score -8878203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -8878201.000000 Penalty: 3622.224121
	Iteration 254Q: 3 clusters Score -8878201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -8878212.000000 Penalty: 3622.224121
	Iteration 255Q: 3 clusters Score -8878212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8878209.000000 Penalty: 3622.224121
	Iteration 256Q: 3 clusters Score -8878209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -8878216.000000 Penalty: 3622.224121
	Iteration 257Q: 3 clusters Score -8878216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -8878213.000000 Penalty: 3622.224121
	Iteration 258Q: 3 clusters Score -8878213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8878224.000000 Penalty: 3622.224121
	Iteration 259Q: 3 clusters Score -8878224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8878226.000000 Penalty: 3622.224121
	Iteration 260F: 3 clusters Score -8878226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8878226.000000 Penalty: 3622.224121
	Iteration 261Q: 3 clusters Score -8878226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8878226.000000 Penalty: 3622.224121
	Iteration 262Q: 3 clusters Score -8878226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -8878228.000000 Penalty: 3622.224121
	Iteration 263Q: 3 clusters Score -8878228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8878225.000000 Penalty: 3622.224121
	Iteration 264Q: 3 clusters Score -8878225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8878219.000000 Penalty: 3622.224121
	Iteration 265Q: 3 clusters Score -8878219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8878216.000000 Penalty: 3622.224121
	Iteration 266Q: 3 clusters Score -8878216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -8878216.000000 Penalty: 3622.224121
	Iteration 267Q: 3 clusters Score -8878216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -8878215.000000 Penalty: 3622.224121
	Iteration 268Q: 3 clusters Score -8878215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -8878217.000000 Penalty: 3622.224121
	Iteration 269Q: 3 clusters Score -8878217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -8878234.000000 Penalty: 3622.224121
	Iteration 270Q: 3 clusters Score -8878234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8878225.000000 Penalty: 3622.224121
	Iteration 271Q: 3 clusters Score -8878225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8878225.000000 Penalty: 3622.224121
	Iteration 272Q: 3 clusters Score -8878225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -8878232.000000 Penalty: 3622.224121
	Iteration 273Q: 3 clusters Score -8878232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -8878221.000000 Penalty: 3622.224121
	Iteration 274Q: 3 clusters Score -8878221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8878228.000000 Penalty: 3622.224121
	Iteration 275Q: 3 clusters Score -8878228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -8878222.000000 Penalty: 3622.224121
	Iteration 276Q: 3 clusters Score -8878222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8878224.000000 Penalty: 3622.224121
	Iteration 277Q: 3 clusters Score -8878224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -8878222.000000 Penalty: 3622.224121
	Iteration 278Q: 3 clusters Score -8878222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -8878224.000000 Penalty: 3622.224121
	Iteration 279Q: 3 clusters Score -8878224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -8878230.000000 Penalty: 3622.224121
	Iteration 280F: 3 clusters Score -8878230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8878240.000000 Penalty: 3622.224121
	Iteration 281Q: 3 clusters Score -8878240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -8878238.000000 Penalty: 3622.224121
	Iteration 282Q: 3 clusters Score -8878238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -8878240.000000 Penalty: 3622.224121
	Iteration 283Q: 3 clusters Score -8878240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8878248.000000 Penalty: 3622.224121
	Iteration 284Q: 3 clusters Score -8878248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -8878250.000000 Penalty: 3622.224121
	Iteration 285Q: 3 clusters Score -8878250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -8878247.000000 Penalty: 3622.224121
	Iteration 286Q: 3 clusters Score -8878247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8878250.000000 Penalty: 3622.224121
	Iteration 287Q: 3 clusters Score -8878250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -8878258.000000 Penalty: 3622.224121
	Iteration 288Q: 3 clusters Score -8878258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8878263.000000 Penalty: 3622.224121
	Iteration 289Q: 3 clusters Score -8878263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8878258.000000 Penalty: 3622.224121
	Iteration 290Q: 3 clusters Score -8878258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8878265.000000 Penalty: 3622.224121
	Iteration 291Q: 3 clusters Score -8878265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -8878259.000000 Penalty: 3622.224121
	Iteration 292Q: 3 clusters Score -8878259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -8878264.000000 Penalty: 3622.224121
	Iteration 293Q: 3 clusters Score -8878264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -8878266.000000 Penalty: 3622.224121
	Iteration 294Q: 3 clusters Score -8878266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8878259.000000 Penalty: 3622.224121
	Iteration 295Q: 3 clusters Score -8878259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8878258.000000 Penalty: 3622.224121
	Iteration 296Q: 3 clusters Score -8878258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8878258.000000 Penalty: 3622.224121
	Iteration 297Q: 3 clusters Score -8878258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8878260.000000 Penalty: 3622.224121
	Iteration 298Q: 3 clusters Score -8878260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -8878267.000000 Penalty: 3622.224121
	Iteration 299Q: 3 clusters Score -8878267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -8878273.000000 Penalty: 3622.224121
	Iteration 300F: 3 clusters Score -8878273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -8878270.000000 Penalty: 3622.224121
	Iteration 301Q: 3 clusters Score -8878270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -8878270.000000 Penalty: 3622.224121
	Iteration 302Q: 3 clusters Score -8878270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -8878267.000000 Penalty: 3622.224121
	Iteration 303Q: 3 clusters Score -8878267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -8878272.000000 Penalty: 3622.224121
	Iteration 304Q: 3 clusters Score -8878272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -8878267.000000 Penalty: 3622.224121
	Iteration 305Q: 3 clusters Score -8878267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8878272.000000 Penalty: 3622.224121
	Iteration 306Q: 3 clusters Score -8878272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -8878271.000000 Penalty: 3622.224121
	Iteration 307Q: 3 clusters Score -8878271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8878273.000000 Penalty: 3622.224121
	Iteration 308Q: 3 clusters Score -8878273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -8878268.000000 Penalty: 3622.224121
	Iteration 309Q: 3 clusters Score -8878268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8878271.000000 Penalty: 3622.224121
	Iteration 310Q: 3 clusters Score -8878271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8878271.000000 Penalty: 3622.224121
	Iteration 311F: 3 clusters Score -8878271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Entering Unmasked Estep 
Score: -5178570.500000 Penalty: 1725.007690
	Iteration 0F: 2 clusters Score -5178570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5151229.000000 Penalty: 3450.015381
	Iteration 0F: 3 clusters Score -5151229 nChanged 19089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -5162386.000000 Penalty: 3450.015381
	Iteration 1F: 3 clusters Score -5162386 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -5163075.500000 Penalty: 3450.015381
	Iteration 2Q: 3 clusters Score -5163076 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5163853.000000 Penalty: 3450.015381
	Iteration 3Q: 3 clusters Score -5163853 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -5164853.500000 Penalty: 3450.015381
	Iteration 4F: 3 clusters Score -5164854 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -5166166.000000 Penalty: 3450.015381
	Iteration 5F: 3 clusters Score -5166166 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -5168008.000000 Penalty: 3450.015381
	Iteration 6F: 3 clusters Score -5168008 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -5170379.500000 Penalty: 3450.015381
	Iteration 7F: 3 clusters Score -5170380 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -5172738.000000 Penalty: 3450.015381
	Iteration 8F: 3 clusters Score -5172738 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -5174519.500000 Penalty: 3450.015381
	Iteration 9Q: 3 clusters Score -5174520 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -5175620.000000 Penalty: 3450.015381
	Iteration 10Q: 3 clusters Score -5175620 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5176188.500000 Penalty: 3450.015381
	Iteration 11Q: 3 clusters Score -5176188 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5176542.500000 Penalty: 3450.015381
	Iteration 12Q: 3 clusters Score -5176542 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5176847.500000 Penalty: 3450.015381
	Iteration 13Q: 3 clusters Score -5176848 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -5177083.000000 Penalty: 3450.015381
	Iteration 14Q: 3 clusters Score -5177083 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -5177258.500000 Penalty: 3450.015381
	Iteration 15Q: 3 clusters Score -5177258 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -5177355.000000 Penalty: 3450.015381
	Iteration 16Q: 3 clusters Score -5177355 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5177428.000000 Penalty: 3450.015381
	Iteration 17Q: 3 clusters Score -5177428 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -5177495.500000 Penalty: 3450.015381
	Iteration 18Q: 3 clusters Score -5177496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -5177570.000000 Penalty: 3450.015381
	Iteration 19Q: 3 clusters Score -5177570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5177605.500000 Penalty: 3450.015381
	Iteration 20F: 3 clusters Score -5177606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -5177646.000000 Penalty: 3450.015381
	Iteration 21Q: 3 clusters Score -5177646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5177678.000000 Penalty: 3450.015381
	Iteration 22Q: 3 clusters Score -5177678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5177688.000000 Penalty: 3450.015381
	Iteration 23Q: 3 clusters Score -5177688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -5177691.000000 Penalty: 3450.015381
	Iteration 24Q: 3 clusters Score -5177691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5177692.500000 Penalty: 3450.015381
	Iteration 25Q: 3 clusters Score -5177692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -5177697.000000 Penalty: 3450.015381
	Iteration 26Q: 3 clusters Score -5177697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5177699.000000 Penalty: 3450.015381
	Iteration 27Q: 3 clusters Score -5177699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -5177707.000000 Penalty: 3450.015381
	Iteration 28Q: 3 clusters Score -5177707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -5177712.000000 Penalty: 3450.015381
	Iteration 29Q: 3 clusters Score -5177712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5177718.500000 Penalty: 3450.015381
	Iteration 30Q: 3 clusters Score -5177718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5177722.500000 Penalty: 3450.015381
	Iteration 31Q: 3 clusters Score -5177722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -5177719.000000 Penalty: 3450.015381
	Iteration 32Q: 3 clusters Score -5177719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5177732.000000 Penalty: 3450.015381
	Iteration 33Q: 3 clusters Score -5177732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5177732.500000 Penalty: 3450.015381
	Iteration 34Q: 3 clusters Score -5177732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -5177738.000000 Penalty: 3450.015381
	Iteration 35Q: 3 clusters Score -5177738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5177730.500000 Penalty: 3450.015381
	Iteration 36Q: 3 clusters Score -5177730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5177730.000000 Penalty: 3450.015381
	Iteration 37Q: 3 clusters Score -5177730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5177728.000000 Penalty: 3450.015381
	Iteration 38Q: 3 clusters Score -5177728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5177729.000000 Penalty: 3450.015381
	Iteration 39Q: 3 clusters Score -5177729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5177729.000000 Penalty: 3450.015381
	Iteration 40F: 3 clusters Score -5177729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -93519.109375 Penalty: 1091.839600
	Iteration 0F: 2 clusters Score -93519.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92205.335938 Penalty: 2183.679199
	Iteration 0F: 3 clusters Score -92205.34 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92541.742188 Penalty: 2183.679199
	Iteration 1F: 3 clusters Score -92541.74 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92764.992188 Penalty: 2183.679199
	Iteration 2F: 3 clusters Score -92764.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92950.796875 Penalty: 2183.679199
	Iteration 3F: 3 clusters Score -92950.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -93022.312500 Penalty: 2183.679199
	Iteration 4Q: 3 clusters Score -93022.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -93088.625000 Penalty: 2183.679199
	Iteration 5Q: 3 clusters Score -93088.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -93158.125000 Penalty: 2183.679199
	Iteration 6Q: 3 clusters Score -93158.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -93202.835938 Penalty: 2183.679199
	Iteration 7Q: 3 clusters Score -93202.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -93232.023438 Penalty: 2183.679199
	Iteration 8Q: 3 clusters Score -93232.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93290.296875 Penalty: 2183.679199
	Iteration 9Q: 3 clusters Score -93290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -93345.687500 Penalty: 2183.679199
	Iteration 10Q: 3 clusters Score -93345.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93407.335938 Penalty: 2183.679199
	Iteration 11Q: 3 clusters Score -93407.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -93468.382812 Penalty: 2183.679199
	Iteration 12Q: 3 clusters Score -93468.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -93498.570312 Penalty: 2183.679199
	Iteration 13Q: 3 clusters Score -93498.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93518.398438 Penalty: 2183.679199
	Iteration 14Q: 3 clusters Score -93518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93528.859375 Penalty: 2183.679199
	Iteration 15Q: 3 clusters Score -93528.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93538.445312 Penalty: 2183.679199
	Iteration 16Q: 3 clusters Score -93538.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93551.976562 Penalty: 2183.679199
	Iteration 17Q: 3 clusters Score -93551.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -93569.671875 Penalty: 2183.679199
	Iteration 18Q: 3 clusters Score -93569.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93600.765625 Penalty: 2183.679199
	Iteration 19Q: 3 clusters Score -93600.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93640.601562 Penalty: 2183.679199
	Iteration 20F: 3 clusters Score -93640.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93680.578125 Penalty: 2183.679199
	Iteration 21Q: 3 clusters Score -93680.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93699.562500 Penalty: 2183.679199
	Iteration 22Q: 3 clusters Score -93699.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93706.648438 Penalty: 2183.679199
	Iteration 23Q: 3 clusters Score -93706.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93710.351562 Penalty: 2183.679199
	Iteration 24Q: 3 clusters Score -93710.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93716.585938 Penalty: 2183.679199
	Iteration 25Q: 3 clusters Score -93716.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93718.304688 Penalty: 2183.679199
	Iteration 26Q: 3 clusters Score -93718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93718.304688 Penalty: 2183.679199
	Iteration 27F: 3 clusters Score -93718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 10371 members 
Mstep: Class 3 contains 69238 members 
Mstep: Class 4 contains 40759 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 46852 members 
Mstep: Class 9 contains 60196 members 
Mstep: Class 10 contains 52738 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 15690 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 75527 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 21 contains 37048 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
Score: -65806548.000000 Penalty: 38530.851562
Splitting cluster 5 changes total score from -65807224.000000 to -65806548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (6300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Entering Unmasked Estep 
Score: -803303.562500 Penalty: 1421.599609
	Iteration 0F: 2 clusters Score -803303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -798479.312500 Penalty: 2843.199219
	Iteration 0F: 3 clusters Score -798479.3 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -799830.812500 Penalty: 2843.199219
	Iteration 1F: 3 clusters Score -799830.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -799991.125000 Penalty: 2843.199219
	Iteration 2F: 3 clusters Score -799991.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -800127.937500 Penalty: 2843.199219
	Iteration 3F: 3 clusters Score -800127.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -800225.437500 Penalty: 2843.199219
	Iteration 4Q: 3 clusters Score -800225.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -800315.000000 Penalty: 2843.199219
	Iteration 5Q: 3 clusters Score -800315 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -800404.687500 Penalty: 2843.199219
	Iteration 6Q: 3 clusters Score -800404.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -800502.812500 Penalty: 2843.199219
	Iteration 7Q: 3 clusters Score -800502.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -800613.000000 Penalty: 2843.199219
	Iteration 8Q: 3 clusters Score -800613 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -800755.312500 Penalty: 2843.199219
	Iteration 9Q: 3 clusters Score -800755.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -800962.437500 Penalty: 2843.199219
	Iteration 10Q: 3 clusters Score -800962.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -801169.812500 Penalty: 2843.199219
	Iteration 11Q: 3 clusters Score -801169.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -801355.562500 Penalty: 2843.199219
	Iteration 12Q: 3 clusters Score -801355.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -801520.187500 Penalty: 2843.199219
	Iteration 13Q: 3 clusters Score -801520.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -801661.937500 Penalty: 2843.199219
	Iteration 14Q: 3 clusters Score -801661.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -801782.875000 Penalty: 2843.199219
	Iteration 15Q: 3 clusters Score -801782.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -801872.187500 Penalty: 2843.199219
	Iteration 16Q: 3 clusters Score -801872.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -801915.437500 Penalty: 2843.199219
	Iteration 17Q: 3 clusters Score -801915.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -801949.312500 Penalty: 2843.199219
	Iteration 18Q: 3 clusters Score -801949.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -801976.812500 Penalty: 2843.199219
	Iteration 19Q: 3 clusters Score -801976.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -801999.750000 Penalty: 2843.199219
	Iteration 20F: 3 clusters Score -801999.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -802015.750000 Penalty: 2843.199219
	Iteration 21Q: 3 clusters Score -802015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -802027.562500 Penalty: 2843.199219
	Iteration 22Q: 3 clusters Score -802027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -802032.812500 Penalty: 2843.199219
	Iteration 23Q: 3 clusters Score -802032.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -802038.937500 Penalty: 2843.199219
	Iteration 24Q: 3 clusters Score -802038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -802043.187500 Penalty: 2843.199219
	Iteration 25Q: 3 clusters Score -802043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -802045.500000 Penalty: 2843.199219
	Iteration 26Q: 3 clusters Score -802045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -802046.250000 Penalty: 2843.199219
	Iteration 27Q: 3 clusters Score -802046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -802046.250000 Penalty: 2843.199219
	Iteration 28F: 3 clusters Score -802046.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -489668.656250 Penalty: 1351.199951
	Iteration 0F: 2 clusters Score -489668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -486225.750000 Penalty: 2702.399902
	Iteration 0F: 3 clusters Score -486225.8 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -487093.687500 Penalty: 2702.399902
	Iteration 1F: 3 clusters Score -487093.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -487252.718750 Penalty: 2702.399902
	Iteration 2F: 3 clusters Score -487252.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -487383.375000 Penalty: 2702.399902
	Iteration 3F: 3 clusters Score -487383.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -487504.375000 Penalty: 2702.399902
	Iteration 4Q: 3 clusters Score -487504.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -487633.062500 Penalty: 2702.399902
	Iteration 5Q: 3 clusters Score -487633.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -487773.375000 Penalty: 2702.399902
	Iteration 6Q: 3 clusters Score -487773.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -487903.000000 Penalty: 2702.399902
	Iteration 7Q: 3 clusters Score -487903 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -488044.250000 Penalty: 2702.399902
	Iteration 8Q: 3 clusters Score -488044.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -488162.062500 Penalty: 2702.399902
	Iteration 9Q: 3 clusters Score -488162.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -488253.906250 Penalty: 2702.399902
	Iteration 10Q: 3 clusters Score -488253.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -488328.843750 Penalty: 2702.399902
	Iteration 11Q: 3 clusters Score -488328.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -488386.437500 Penalty: 2702.399902
	Iteration 12Q: 3 clusters Score -488386.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -488429.781250 Penalty: 2702.399902
	Iteration 13Q: 3 clusters Score -488429.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -488465.375000 Penalty: 2702.399902
	Iteration 14Q: 3 clusters Score -488465.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -488493.250000 Penalty: 2702.399902
	Iteration 15Q: 3 clusters Score -488493.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -488515.406250 Penalty: 2702.399902
	Iteration 16Q: 3 clusters Score -488515.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -488530.625000 Penalty: 2702.399902
	Iteration 17Q: 3 clusters Score -488530.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -488544.593750 Penalty: 2702.399902
	Iteration 18Q: 3 clusters Score -488544.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -488558.062500 Penalty: 2702.399902
	Iteration 19Q: 3 clusters Score -488558.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -488565.312500 Penalty: 2702.399902
	Iteration 20F: 3 clusters Score -488565.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -488572.343750 Penalty: 2702.399902
	Iteration 21Q: 3 clusters Score -488572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -488574.187500 Penalty: 2702.399902
	Iteration 22Q: 3 clusters Score -488574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -488576.000000 Penalty: 2702.399902
	Iteration 23Q: 3 clusters Score -488576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -488577.156250 Penalty: 2702.399902
	Iteration 24Q: 3 clusters Score -488577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -488576.531250 Penalty: 2702.399902
	Iteration 25Q: 3 clusters Score -488576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -488577.843750 Penalty: 2702.399902
	Iteration 26Q: 3 clusters Score -488577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -488577.500000 Penalty: 2702.399902
	Iteration 27Q: 3 clusters Score -488577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -488577.500000 Penalty: 2702.399902
	Iteration 28F: 3 clusters Score -488577.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Entering Unmasked Estep 
Score: -6057575.500000 Penalty: 1747.646729
	Iteration 0F: 2 clusters Score -6057576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -6026535.000000 Penalty: 3495.293457
	Iteration 0F: 3 clusters Score -6026535 nChanged 21928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -6038866.500000 Penalty: 3495.293457
	Iteration 1F: 3 clusters Score -6038866 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -6039312.000000 Penalty: 3495.293457
	Iteration 2Q: 3 clusters Score -6039312 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6039838.500000 Penalty: 3495.293457
	Iteration 3Q: 3 clusters Score -6039838 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -6040455.000000 Penalty: 3495.293457
	Iteration 4Q: 3 clusters Score -6040455 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -6041313.500000 Penalty: 3495.293457
	Iteration 5Q: 3 clusters Score -6041314 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -6042339.500000 Penalty: 3495.293457
	Iteration 6Q: 3 clusters Score -6042340 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -6043753.500000 Penalty: 3495.293457
	Iteration 7F: 3 clusters Score -6043754 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -6045575.500000 Penalty: 3495.293457
	Iteration 8F: 3 clusters Score -6045576 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -6047530.000000 Penalty: 3495.293457
	Iteration 9F: 3 clusters Score -6047530 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -6049397.000000 Penalty: 3495.293457
	Iteration 10F: 3 clusters Score -6049397 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -6051007.000000 Penalty: 3495.293457
	Iteration 11Q: 3 clusters Score -6051007 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -6052232.000000 Penalty: 3495.293457
	Iteration 12Q: 3 clusters Score -6052232 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -6053244.000000 Penalty: 3495.293457
	Iteration 13Q: 3 clusters Score -6053244 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -6054113.000000 Penalty: 3495.293457
	Iteration 14Q: 3 clusters Score -6054113 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -6054709.500000 Penalty: 3495.293457
	Iteration 15Q: 3 clusters Score -6054710 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -6055188.500000 Penalty: 3495.293457
	Iteration 16Q: 3 clusters Score -6055188 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -6055556.000000 Penalty: 3495.293457
	Iteration 17Q: 3 clusters Score -6055556 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -6055744.000000 Penalty: 3495.293457
	Iteration 18Q: 3 clusters Score -6055744 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6055868.500000 Penalty: 3495.293457
	Iteration 19Q: 3 clusters Score -6055868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -6055925.500000 Penalty: 3495.293457
	Iteration 20F: 3 clusters Score -6055926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -6055976.500000 Penalty: 3495.293457
	Iteration 21Q: 3 clusters Score -6055976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -6056006.000000 Penalty: 3495.293457
	Iteration 22Q: 3 clusters Score -6056006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -6056018.000000 Penalty: 3495.293457
	Iteration 23Q: 3 clusters Score -6056018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -6056032.000000 Penalty: 3495.293457
	Iteration 24Q: 3 clusters Score -6056032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -6056036.500000 Penalty: 3495.293457
	Iteration 25Q: 3 clusters Score -6056036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -6056044.000000 Penalty: 3495.293457
	Iteration 26Q: 3 clusters Score -6056044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6056055.500000 Penalty: 3495.293457
	Iteration 27Q: 3 clusters Score -6056056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -6056067.500000 Penalty: 3495.293457
	Iteration 28Q: 3 clusters Score -6056068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -6056079.000000 Penalty: 3495.293457
	Iteration 29Q: 3 clusters Score -6056079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6056085.000000 Penalty: 3495.293457
	Iteration 30Q: 3 clusters Score -6056085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -6056086.000000 Penalty: 3495.293457
	Iteration 31Q: 3 clusters Score -6056086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -6056088.000000 Penalty: 3495.293457
	Iteration 32Q: 3 clusters Score -6056088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -6056091.500000 Penalty: 3495.293457
	Iteration 33Q: 3 clusters Score -6056092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6056093.500000 Penalty: 3495.293457
	Iteration 34Q: 3 clusters Score -6056094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -6056095.500000 Penalty: 3495.293457
	Iteration 35Q: 3 clusters Score -6056096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -6056100.000000 Penalty: 3495.293457
	Iteration 36Q: 3 clusters Score -6056100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -6056094.000000 Penalty: 3495.293457
	Iteration 37Q: 3 clusters Score -6056094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -6056095.500000 Penalty: 3495.293457
	Iteration 38Q: 3 clusters Score -6056096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -6056097.000000 Penalty: 3495.293457
	Iteration 39Q: 3 clusters Score -6056097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -6056097.000000 Penalty: 3495.293457
	Iteration 40F: 3 clusters Score -6056097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Entering Unmasked Estep 
Score: -7766689.500000 Penalty: 1788.371216
	Iteration 0F: 2 clusters Score -7766690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -7727751.500000 Penalty: 3576.742432
	Iteration 0F: 3 clusters Score -7727752 nChanged 28419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -7744110.500000 Penalty: 3576.742432
	Iteration 1F: 3 clusters Score -7744110 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -7744717.500000 Penalty: 3576.742432
	Iteration 2Q: 3 clusters Score -7744718 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -7745703.500000 Penalty: 3576.742432
	Iteration 3Q: 3 clusters Score -7745704 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -7747290.500000 Penalty: 3576.742432
	Iteration 4F: 3 clusters Score -7747290 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7749581.000000 Penalty: 3576.742432
	Iteration 5F: 3 clusters Score -7749581 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -7752960.500000 Penalty: 3576.742432
	Iteration 6F: 3 clusters Score -7752960 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -7756889.000000 Penalty: 3576.742432
	Iteration 7F: 3 clusters Score -7756889 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -7760493.000000 Penalty: 3576.742432
	Iteration 8F: 3 clusters Score -7760493 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -7762837.500000 Penalty: 3576.742432
	Iteration 9Q: 3 clusters Score -7762838 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -7764072.500000 Penalty: 3576.742432
	Iteration 10Q: 3 clusters Score -7764072 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -7764658.500000 Penalty: 3576.742432
	Iteration 11Q: 3 clusters Score -7764658 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -7764888.500000 Penalty: 3576.742432
	Iteration 12Q: 3 clusters Score -7764888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -7764993.000000 Penalty: 3576.742432
	Iteration 13Q: 3 clusters Score -7764993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -7765039.500000 Penalty: 3576.742432
	Iteration 14Q: 3 clusters Score -7765040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -7765069.000000 Penalty: 3576.742432
	Iteration 15Q: 3 clusters Score -7765069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -7765087.000000 Penalty: 3576.742432
	Iteration 16Q: 3 clusters Score -7765087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -7765104.500000 Penalty: 3576.742432
	Iteration 17Q: 3 clusters Score -7765104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -7765121.500000 Penalty: 3576.742432
	Iteration 18Q: 3 clusters Score -7765122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -7765125.000000 Penalty: 3576.742432
	Iteration 19Q: 3 clusters Score -7765125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -7765130.000000 Penalty: 3576.742432
	Iteration 20F: 3 clusters Score -7765130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -7765135.500000 Penalty: 3576.742432
	Iteration 21Q: 3 clusters Score -7765136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -7765135.500000 Penalty: 3576.742432
	Iteration 22F: 3 clusters Score -7765136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Entering Unmasked Estep 
Score: -6748914.500000 Penalty: 1766.877441
	Iteration 0F: 2 clusters Score -6748914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -6713627.500000 Penalty: 3533.754883
	Iteration 0F: 3 clusters Score -6713628 nChanged 24843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -6727777.500000 Penalty: 3533.754883
	Iteration 1F: 3 clusters Score -6727778 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -6728419.500000 Penalty: 3533.754883
	Iteration 2Q: 3 clusters Score -6728420 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -6729097.500000 Penalty: 3533.754883
	Iteration 3Q: 3 clusters Score -6729098 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -6730105.500000 Penalty: 3533.754883
	Iteration 4Q: 3 clusters Score -6730106 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -6731385.500000 Penalty: 3533.754883
	Iteration 5Q: 3 clusters Score -6731386 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6733171.500000 Penalty: 3533.754883
	Iteration 6F: 3 clusters Score -6733172 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -6735582.000000 Penalty: 3533.754883
	Iteration 7F: 3 clusters Score -6735582 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -6738256.000000 Penalty: 3533.754883
	Iteration 8F: 3 clusters Score -6738256 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -6740140.500000 Penalty: 3533.754883
	Iteration 9F: 3 clusters Score -6740140 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -6741055.000000 Penalty: 3533.754883
	Iteration 10Q: 3 clusters Score -6741055 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6741543.500000 Penalty: 3533.754883
	Iteration 11Q: 3 clusters Score -6741544 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -6741852.000000 Penalty: 3533.754883
	Iteration 12Q: 3 clusters Score -6741852 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -6742130.500000 Penalty: 3533.754883
	Iteration 13Q: 3 clusters Score -6742130 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -6742331.500000 Penalty: 3533.754883
	Iteration 14Q: 3 clusters Score -6742332 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -6742515.000000 Penalty: 3533.754883
	Iteration 15Q: 3 clusters Score -6742515 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -6742616.500000 Penalty: 3533.754883
	Iteration 16Q: 3 clusters Score -6742616 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -6742731.000000 Penalty: 3533.754883
	Iteration 17Q: 3 clusters Score -6742731 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -6742819.500000 Penalty: 3533.754883
	Iteration 18Q: 3 clusters Score -6742820 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -6742889.000000 Penalty: 3533.754883
	Iteration 19Q: 3 clusters Score -6742889 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -6742906.000000 Penalty: 3533.754883
	Iteration 20F: 3 clusters Score -6742906 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6742941.500000 Penalty: 3533.754883
	Iteration 21Q: 3 clusters Score -6742942 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -6742987.000000 Penalty: 3533.754883
	Iteration 22Q: 3 clusters Score -6742987 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -6743021.500000 Penalty: 3533.754883
	Iteration 23Q: 3 clusters Score -6743022 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -6743016.500000 Penalty: 3533.754883
	Iteration 24Q: 3 clusters Score -6743016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -6743039.000000 Penalty: 3533.754883
	Iteration 25Q: 3 clusters Score -6743039 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6743028.000000 Penalty: 3533.754883
	Iteration 26Q: 3 clusters Score -6743028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -6743028.500000 Penalty: 3533.754883
	Iteration 27Q: 3 clusters Score -6743028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -6743037.500000 Penalty: 3533.754883
	Iteration 28Q: 3 clusters Score -6743038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -6743046.500000 Penalty: 3533.754883
	Iteration 29Q: 3 clusters Score -6743046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -6743040.000000 Penalty: 3533.754883
	Iteration 30Q: 3 clusters Score -6743040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -6743062.000000 Penalty: 3533.754883
	Iteration 31Q: 3 clusters Score -6743062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -6743047.500000 Penalty: 3533.754883
	Iteration 32Q: 3 clusters Score -6743048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -6743069.000000 Penalty: 3533.754883
	Iteration 33Q: 3 clusters Score -6743069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -6743072.000000 Penalty: 3533.754883
	Iteration 34Q: 3 clusters Score -6743072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -6743068.500000 Penalty: 3533.754883
	Iteration 35Q: 3 clusters Score -6743068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -6743068.000000 Penalty: 3533.754883
	Iteration 36Q: 3 clusters Score -6743068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -6743078.000000 Penalty: 3533.754883
	Iteration 37Q: 3 clusters Score -6743078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -6743078.000000 Penalty: 3533.754883
	Iteration 38Q: 3 clusters Score -6743078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -6743076.000000 Penalty: 3533.754883
	Iteration 39Q: 3 clusters Score -6743076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -6743082.000000 Penalty: 3533.754883
	Iteration 40F: 3 clusters Score -6743082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -6743084.500000 Penalty: 3533.754883
	Iteration 41Q: 3 clusters Score -6743084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -6743091.000000 Penalty: 3533.754883
	Iteration 42Q: 3 clusters Score -6743091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -6743090.000000 Penalty: 3533.754883
	Iteration 43Q: 3 clusters Score -6743090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -6743089.000000 Penalty: 3533.754883
	Iteration 44Q: 3 clusters Score -6743089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -6743088.000000 Penalty: 3533.754883
	Iteration 45Q: 3 clusters Score -6743088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -6743110.500000 Penalty: 3533.754883
	Iteration 46Q: 3 clusters Score -6743110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6743111.500000 Penalty: 3533.754883
	Iteration 47Q: 3 clusters Score -6743112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -6743117.000000 Penalty: 3533.754883
	Iteration 48Q: 3 clusters Score -6743117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6743117.000000 Penalty: 3533.754883
	Iteration 49Q: 3 clusters Score -6743117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -6743116.500000 Penalty: 3533.754883
	Iteration 50Q: 3 clusters Score -6743116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6743129.000000 Penalty: 3533.754883
	Iteration 51Q: 3 clusters Score -6743129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -6743115.000000 Penalty: 3533.754883
	Iteration 52Q: 3 clusters Score -6743115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -6743115.000000 Penalty: 3533.754883
	Iteration 53Q: 3 clusters Score -6743115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -6743120.000000 Penalty: 3533.754883
	Iteration 54Q: 3 clusters Score -6743120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -6743121.000000 Penalty: 3533.754883
	Iteration 55Q: 3 clusters Score -6743121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6743132.500000 Penalty: 3533.754883
	Iteration 56Q: 3 clusters Score -6743132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -6743134.500000 Penalty: 3533.754883
	Iteration 57Q: 3 clusters Score -6743134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -6743142.000000 Penalty: 3533.754883
	Iteration 58Q: 3 clusters Score -6743142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -6743145.000000 Penalty: 3533.754883
	Iteration 59Q: 3 clusters Score -6743145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -6743141.500000 Penalty: 3533.754883
	Iteration 60F: 3 clusters Score -6743142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -6743144.000000 Penalty: 3533.754883
	Iteration 61Q: 3 clusters Score -6743144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -6743146.000000 Penalty: 3533.754883
	Iteration 62Q: 3 clusters Score -6743146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -6743153.000000 Penalty: 3533.754883
	Iteration 63Q: 3 clusters Score -6743153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -6743158.500000 Penalty: 3533.754883
	Iteration 64Q: 3 clusters Score -6743158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6743148.500000 Penalty: 3533.754883
	Iteration 65Q: 3 clusters Score -6743148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -6743153.000000 Penalty: 3533.754883
	Iteration 66Q: 3 clusters Score -6743153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -6743150.500000 Penalty: 3533.754883
	Iteration 67Q: 3 clusters Score -6743150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -6743150.000000 Penalty: 3533.754883
	Iteration 68Q: 3 clusters Score -6743150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -6743148.500000 Penalty: 3533.754883
	Iteration 69Q: 3 clusters Score -6743148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -6743148.500000 Penalty: 3533.754883
	Iteration 70Q: 3 clusters Score -6743148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -6743146.000000 Penalty: 3533.754883
	Iteration 71Q: 3 clusters Score -6743146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -6743132.500000 Penalty: 3533.754883
	Iteration 72Q: 3 clusters Score -6743132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6743149.500000 Penalty: 3533.754883
	Iteration 73Q: 3 clusters Score -6743150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -6743149.000000 Penalty: 3533.754883
	Iteration 74Q: 3 clusters Score -6743149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -6743148.000000 Penalty: 3533.754883
	Iteration 75Q: 3 clusters Score -6743148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -6743157.500000 Penalty: 3533.754883
	Iteration 76Q: 3 clusters Score -6743158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -6743154.000000 Penalty: 3533.754883
	Iteration 77Q: 3 clusters Score -6743154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -6743165.000000 Penalty: 3533.754883
	Iteration 78Q: 3 clusters Score -6743165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -6743165.500000 Penalty: 3533.754883
	Iteration 79Q: 3 clusters Score -6743166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -6743161.000000 Penalty: 3533.754883
	Iteration 80F: 3 clusters Score -6743161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -6743162.500000 Penalty: 3533.754883
	Iteration 81Q: 3 clusters Score -6743162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -6743170.500000 Penalty: 3533.754883
	Iteration 82Q: 3 clusters Score -6743170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -6743162.500000 Penalty: 3533.754883
	Iteration 83Q: 3 clusters Score -6743162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -6743173.000000 Penalty: 3533.754883
	Iteration 84Q: 3 clusters Score -6743173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -6743175.500000 Penalty: 3533.754883
	Iteration 85Q: 3 clusters Score -6743176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -6743170.500000 Penalty: 3533.754883
	Iteration 86Q: 3 clusters Score -6743170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -6743166.500000 Penalty: 3533.754883
	Iteration 87Q: 3 clusters Score -6743166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -6743168.000000 Penalty: 3533.754883
	Iteration 88Q: 3 clusters Score -6743168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -6743168.500000 Penalty: 3533.754883
	Iteration 89Q: 3 clusters Score -6743168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6743175.500000 Penalty: 3533.754883
	Iteration 90Q: 3 clusters Score -6743176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -6743184.500000 Penalty: 3533.754883
	Iteration 91Q: 3 clusters Score -6743184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -6743187.000000 Penalty: 3533.754883
	Iteration 92Q: 3 clusters Score -6743187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -6743177.000000 Penalty: 3533.754883
	Iteration 93Q: 3 clusters Score -6743177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -6743177.000000 Penalty: 3533.754883
	Iteration 94Q: 3 clusters Score -6743177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -6743180.500000 Penalty: 3533.754883
	Iteration 95Q: 3 clusters Score -6743180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -6743184.000000 Penalty: 3533.754883
	Iteration 96Q: 3 clusters Score -6743184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -6743183.000000 Penalty: 3533.754883
	Iteration 97Q: 3 clusters Score -6743183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -6743185.000000 Penalty: 3533.754883
	Iteration 98Q: 3 clusters Score -6743185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -6743189.000000 Penalty: 3533.754883
	Iteration 99Q: 3 clusters Score -6743189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -6743183.000000 Penalty: 3533.754883
	Iteration 100F: 3 clusters Score -6743183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -6743191.000000 Penalty: 3533.754883
	Iteration 101Q: 3 clusters Score -6743191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6743193.000000 Penalty: 3533.754883
	Iteration 102Q: 3 clusters Score -6743193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -6743189.000000 Penalty: 3533.754883
	Iteration 103Q: 3 clusters Score -6743189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -6743198.000000 Penalty: 3533.754883
	Iteration 104Q: 3 clusters Score -6743198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -6743197.000000 Penalty: 3533.754883
	Iteration 105Q: 3 clusters Score -6743197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -6743196.500000 Penalty: 3533.754883
	Iteration 106Q: 3 clusters Score -6743196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6743198.000000 Penalty: 3533.754883
	Iteration 107Q: 3 clusters Score -6743198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -6743199.000000 Penalty: 3533.754883
	Iteration 108Q: 3 clusters Score -6743199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -6743193.500000 Penalty: 3533.754883
	Iteration 109Q: 3 clusters Score -6743194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -6743195.000000 Penalty: 3533.754883
	Iteration 110Q: 3 clusters Score -6743195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6743190.000000 Penalty: 3533.754883
	Iteration 111Q: 3 clusters Score -6743190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -6743191.000000 Penalty: 3533.754883
	Iteration 112Q: 3 clusters Score -6743191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -6743189.000000 Penalty: 3533.754883
	Iteration 113Q: 3 clusters Score -6743189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -6743191.500000 Penalty: 3533.754883
	Iteration 114Q: 3 clusters Score -6743192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -6743185.500000 Penalty: 3533.754883
	Iteration 115Q: 3 clusters Score -6743186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -6743184.500000 Penalty: 3533.754883
	Iteration 116Q: 3 clusters Score -6743184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -6743185.500000 Penalty: 3533.754883
	Iteration 117Q: 3 clusters Score -6743186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -6743191.000000 Penalty: 3533.754883
	Iteration 118Q: 3 clusters Score -6743191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -6743193.000000 Penalty: 3533.754883
	Iteration 119Q: 3 clusters Score -6743193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -6743189.500000 Penalty: 3533.754883
	Iteration 120F: 3 clusters Score -6743190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -6743188.000000 Penalty: 3533.754883
	Iteration 121Q: 3 clusters Score -6743188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -6743180.000000 Penalty: 3533.754883
	Iteration 122Q: 3 clusters Score -6743180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -6743191.500000 Penalty: 3533.754883
	Iteration 123Q: 3 clusters Score -6743192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -6743197.000000 Penalty: 3533.754883
	Iteration 124Q: 3 clusters Score -6743197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -6743191.500000 Penalty: 3533.754883
	Iteration 125Q: 3 clusters Score -6743192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -6743193.000000 Penalty: 3533.754883
	Iteration 126Q: 3 clusters Score -6743193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -6743196.500000 Penalty: 3533.754883
	Iteration 127Q: 3 clusters Score -6743196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -6743200.500000 Penalty: 3533.754883
	Iteration 128Q: 3 clusters Score -6743200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -6743196.000000 Penalty: 3533.754883
	Iteration 129Q: 3 clusters Score -6743196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -6743201.000000 Penalty: 3533.754883
	Iteration 130Q: 3 clusters Score -6743201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6743198.500000 Penalty: 3533.754883
	Iteration 131Q: 3 clusters Score -6743198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -6743207.500000 Penalty: 3533.754883
	Iteration 132Q: 3 clusters Score -6743208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -6743197.000000 Penalty: 3533.754883
	Iteration 133Q: 3 clusters Score -6743197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -6743195.500000 Penalty: 3533.754883
	Iteration 134Q: 3 clusters Score -6743196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -6743199.000000 Penalty: 3533.754883
	Iteration 135Q: 3 clusters Score -6743199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -6743203.000000 Penalty: 3533.754883
	Iteration 136Q: 3 clusters Score -6743203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -6743198.000000 Penalty: 3533.754883
	Iteration 137Q: 3 clusters Score -6743198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -6743199.500000 Penalty: 3533.754883
	Iteration 138Q: 3 clusters Score -6743200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -6743200.500000 Penalty: 3533.754883
	Iteration 139Q: 3 clusters Score -6743200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -6743200.000000 Penalty: 3533.754883
	Iteration 140F: 3 clusters Score -6743200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -6743201.500000 Penalty: 3533.754883
	Iteration 141Q: 3 clusters Score -6743202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -6743201.000000 Penalty: 3533.754883
	Iteration 142Q: 3 clusters Score -6743201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -6743203.000000 Penalty: 3533.754883
	Iteration 143Q: 3 clusters Score -6743203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -6743197.500000 Penalty: 3533.754883
	Iteration 144Q: 3 clusters Score -6743198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -6743199.000000 Penalty: 3533.754883
	Iteration 145Q: 3 clusters Score -6743199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -6743207.500000 Penalty: 3533.754883
	Iteration 146Q: 3 clusters Score -6743208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -6743205.000000 Penalty: 3533.754883
	Iteration 147Q: 3 clusters Score -6743205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -6743205.500000 Penalty: 3533.754883
	Iteration 148Q: 3 clusters Score -6743206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -6743207.500000 Penalty: 3533.754883
	Iteration 149Q: 3 clusters Score -6743208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -6743209.000000 Penalty: 3533.754883
	Iteration 150Q: 3 clusters Score -6743209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -6743204.500000 Penalty: 3533.754883
	Iteration 151Q: 3 clusters Score -6743204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -6743204.000000 Penalty: 3533.754883
	Iteration 152Q: 3 clusters Score -6743204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -6743206.500000 Penalty: 3533.754883
	Iteration 153Q: 3 clusters Score -6743206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -6743206.500000 Penalty: 3533.754883
	Iteration 154Q: 3 clusters Score -6743206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -6743202.500000 Penalty: 3533.754883
	Iteration 155Q: 3 clusters Score -6743202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -6743202.500000 Penalty: 3533.754883
	Iteration 156F: 3 clusters Score -6743202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12993 members 
Entering Unmasked Estep 
Score: -1649373.000000 Penalty: 1539.226929
	Iteration 0F: 2 clusters Score -1649373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1640333.625000 Penalty: 3078.453857
	Iteration 0F: 3 clusters Score -1640334 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1643349.625000 Penalty: 3078.453857
	Iteration 1F: 3 clusters Score -1643350 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1643747.875000 Penalty: 3078.453857
	Iteration 2F: 3 clusters Score -1643748 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1644192.625000 Penalty: 3078.453857
	Iteration 3F: 3 clusters Score -1644193 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1644677.125000 Penalty: 3078.453857
	Iteration 4F: 3 clusters Score -1644677 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1645177.125000 Penalty: 3078.453857
	Iteration 5F: 3 clusters Score -1645177 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1645765.375000 Penalty: 3078.453857
	Iteration 6F: 3 clusters Score -1645765 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1646404.875000 Penalty: 3078.453857
	Iteration 7F: 3 clusters Score -1646405 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1646950.000000 Penalty: 3078.453857
	Iteration 8Q: 3 clusters Score -1646950 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1647347.500000 Penalty: 3078.453857
	Iteration 9Q: 3 clusters Score -1647348 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1647574.750000 Penalty: 3078.453857
	Iteration 10Q: 3 clusters Score -1647575 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1647705.625000 Penalty: 3078.453857
	Iteration 11Q: 3 clusters Score -1647706 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1647774.875000 Penalty: 3078.453857
	Iteration 12Q: 3 clusters Score -1647775 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1647825.125000 Penalty: 3078.453857
	Iteration 13Q: 3 clusters Score -1647825 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1647861.000000 Penalty: 3078.453857
	Iteration 14Q: 3 clusters Score -1647861 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1647888.125000 Penalty: 3078.453857
	Iteration 15Q: 3 clusters Score -1647888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1647909.125000 Penalty: 3078.453857
	Iteration 16Q: 3 clusters Score -1647909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1647921.000000 Penalty: 3078.453857
	Iteration 17Q: 3 clusters Score -1647921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1647933.125000 Penalty: 3078.453857
	Iteration 18Q: 3 clusters Score -1647933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1647950.750000 Penalty: 3078.453857
	Iteration 19Q: 3 clusters Score -1647951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1647962.875000 Penalty: 3078.453857
	Iteration 20F: 3 clusters Score -1647963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1647973.250000 Penalty: 3078.453857
	Iteration 21Q: 3 clusters Score -1647973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1647986.500000 Penalty: 3078.453857
	Iteration 22Q: 3 clusters Score -1647986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1647990.750000 Penalty: 3078.453857
	Iteration 23Q: 3 clusters Score -1647991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1648007.500000 Penalty: 3078.453857
	Iteration 24Q: 3 clusters Score -1648008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1648015.875000 Penalty: 3078.453857
	Iteration 25Q: 3 clusters Score -1648016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1648032.625000 Penalty: 3078.453857
	Iteration 26Q: 3 clusters Score -1648033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1648048.000000 Penalty: 3078.453857
	Iteration 27Q: 3 clusters Score -1648048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1648059.625000 Penalty: 3078.453857
	Iteration 28Q: 3 clusters Score -1648060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1648067.375000 Penalty: 3078.453857
	Iteration 29Q: 3 clusters Score -1648067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1648078.375000 Penalty: 3078.453857
	Iteration 30Q: 3 clusters Score -1648078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1648085.125000 Penalty: 3078.453857
	Iteration 31Q: 3 clusters Score -1648085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1648097.500000 Penalty: 3078.453857
	Iteration 32Q: 3 clusters Score -1648098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1648103.750000 Penalty: 3078.453857
	Iteration 33Q: 3 clusters Score -1648104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1648115.375000 Penalty: 3078.453857
	Iteration 34Q: 3 clusters Score -1648115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1648123.000000 Penalty: 3078.453857
	Iteration 35Q: 3 clusters Score -1648123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1648129.000000 Penalty: 3078.453857
	Iteration 36Q: 3 clusters Score -1648129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1648145.125000 Penalty: 3078.453857
	Iteration 37Q: 3 clusters Score -1648145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1648150.000000 Penalty: 3078.453857
	Iteration 38Q: 3 clusters Score -1648150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1648154.500000 Penalty: 3078.453857
	Iteration 39Q: 3 clusters Score -1648154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1648159.750000 Penalty: 3078.453857
	Iteration 40F: 3 clusters Score -1648160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1648164.750000 Penalty: 3078.453857
	Iteration 41Q: 3 clusters Score -1648165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1648162.000000 Penalty: 3078.453857
	Iteration 42Q: 3 clusters Score -1648162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1648163.375000 Penalty: 3078.453857
	Iteration 43Q: 3 clusters Score -1648163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1648167.375000 Penalty: 3078.453857
	Iteration 44Q: 3 clusters Score -1648167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1648169.250000 Penalty: 3078.453857
	Iteration 45Q: 3 clusters Score -1648169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1648173.000000 Penalty: 3078.453857
	Iteration 46Q: 3 clusters Score -1648173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1648176.000000 Penalty: 3078.453857
	Iteration 47Q: 3 clusters Score -1648176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1648177.625000 Penalty: 3078.453857
	Iteration 48Q: 3 clusters Score -1648178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1648178.875000 Penalty: 3078.453857
	Iteration 49Q: 3 clusters Score -1648179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1648187.500000 Penalty: 3078.453857
	Iteration 50Q: 3 clusters Score -1648188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1648186.000000 Penalty: 3078.453857
	Iteration 51Q: 3 clusters Score -1648186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1648186.875000 Penalty: 3078.453857
	Iteration 52Q: 3 clusters Score -1648187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1648187.750000 Penalty: 3078.453857
	Iteration 53Q: 3 clusters Score -1648188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1648188.625000 Penalty: 3078.453857
	Iteration 54Q: 3 clusters Score -1648189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1648190.875000 Penalty: 3078.453857
	Iteration 55Q: 3 clusters Score -1648191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1648192.000000 Penalty: 3078.453857
	Iteration 56Q: 3 clusters Score -1648192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1648189.125000 Penalty: 3078.453857
	Iteration 57Q: 3 clusters Score -1648189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1648191.250000 Penalty: 3078.453857
	Iteration 58Q: 3 clusters Score -1648191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1648191.250000 Penalty: 3078.453857
	Iteration 59F: 3 clusters Score -1648191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Entering Unmasked Estep 
Score: -670076.437500 Penalty: 1390.604614
	Iteration 0F: 2 clusters Score -670076.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -665944.062500 Penalty: 2781.209229
	Iteration 0F: 3 clusters Score -665944.1 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -667122.937500 Penalty: 2781.209229
	Iteration 1F: 3 clusters Score -667122.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -667323.812500 Penalty: 2781.209229
	Iteration 2F: 3 clusters Score -667323.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -667430.000000 Penalty: 2781.209229
	Iteration 3Q: 3 clusters Score -667430 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -667515.937500 Penalty: 2781.209229
	Iteration 4Q: 3 clusters Score -667515.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -667586.000000 Penalty: 2781.209229
	Iteration 5Q: 3 clusters Score -667586 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -667651.437500 Penalty: 2781.209229
	Iteration 6Q: 3 clusters Score -667651.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -667707.875000 Penalty: 2781.209229
	Iteration 7Q: 3 clusters Score -667707.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -667765.687500 Penalty: 2781.209229
	Iteration 8Q: 3 clusters Score -667765.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -667826.812500 Penalty: 2781.209229
	Iteration 9Q: 3 clusters Score -667826.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -667895.187500 Penalty: 2781.209229
	Iteration 10Q: 3 clusters Score -667895.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -667973.625000 Penalty: 2781.209229
	Iteration 11Q: 3 clusters Score -667973.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -668054.500000 Penalty: 2781.209229
	Iteration 12Q: 3 clusters Score -668054.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -668147.687500 Penalty: 2781.209229
	Iteration 13Q: 3 clusters Score -668147.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -668235.250000 Penalty: 2781.209229
	Iteration 14Q: 3 clusters Score -668235.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -668322.187500 Penalty: 2781.209229
	Iteration 15Q: 3 clusters Score -668322.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -668394.187500 Penalty: 2781.209229
	Iteration 16Q: 3 clusters Score -668394.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -668470.750000 Penalty: 2781.209229
	Iteration 17Q: 3 clusters Score -668470.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -668562.937500 Penalty: 2781.209229
	Iteration 18Q: 3 clusters Score -668562.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -668652.125000 Penalty: 2781.209229
	Iteration 19Q: 3 clusters Score -668652.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -668722.812500 Penalty: 2781.209229
	Iteration 20F: 3 clusters Score -668722.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -668762.062500 Penalty: 2781.209229
	Iteration 21Q: 3 clusters Score -668762.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -668787.875000 Penalty: 2781.209229
	Iteration 22Q: 3 clusters Score -668787.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -668812.812500 Penalty: 2781.209229
	Iteration 23Q: 3 clusters Score -668812.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -668836.687500 Penalty: 2781.209229
	Iteration 24Q: 3 clusters Score -668836.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -668854.750000 Penalty: 2781.209229
	Iteration 25Q: 3 clusters Score -668854.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -668871.000000 Penalty: 2781.209229
	Iteration 26Q: 3 clusters Score -668871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -668878.250000 Penalty: 2781.209229
	Iteration 27Q: 3 clusters Score -668878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -668885.437500 Penalty: 2781.209229
	Iteration 28Q: 3 clusters Score -668885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -668891.875000 Penalty: 2781.209229
	Iteration 29Q: 3 clusters Score -668891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -668896.500000 Penalty: 2781.209229
	Iteration 30Q: 3 clusters Score -668896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -668897.375000 Penalty: 2781.209229
	Iteration 31Q: 3 clusters Score -668897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -668899.312500 Penalty: 2781.209229
	Iteration 32Q: 3 clusters Score -668899.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -668899.312500 Penalty: 2781.209229
	Iteration 33F: 3 clusters Score -668899.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Entering Unmasked Estep 
Score: -1940414.000000 Penalty: 1569.876587
	Iteration 0F: 2 clusters Score -1940414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1929471.375000 Penalty: 3139.753174
	Iteration 0F: 3 clusters Score -1929471 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1933185.250000 Penalty: 3139.753174
	Iteration 1F: 3 clusters Score -1933185 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1933478.750000 Penalty: 3139.753174
	Iteration 2F: 3 clusters Score -1933479 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1933753.750000 Penalty: 3139.753174
	Iteration 3Q: 3 clusters Score -1933754 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1934082.750000 Penalty: 3139.753174
	Iteration 4Q: 3 clusters Score -1934083 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1934526.500000 Penalty: 3139.753174
	Iteration 5F: 3 clusters Score -1934526 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1935199.750000 Penalty: 3139.753174
	Iteration 6F: 3 clusters Score -1935200 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1936139.625000 Penalty: 3139.753174
	Iteration 7F: 3 clusters Score -1936140 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1937077.000000 Penalty: 3139.753174
	Iteration 8F: 3 clusters Score -1937077 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1937910.500000 Penalty: 3139.753174
	Iteration 9F: 3 clusters Score -1937910 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1938437.250000 Penalty: 3139.753174
	Iteration 10Q: 3 clusters Score -1938437 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1938726.625000 Penalty: 3139.753174
	Iteration 11Q: 3 clusters Score -1938727 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1938858.000000 Penalty: 3139.753174
	Iteration 12Q: 3 clusters Score -1938858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1938937.750000 Penalty: 3139.753174
	Iteration 13Q: 3 clusters Score -1938938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1938967.875000 Penalty: 3139.753174
	Iteration 14Q: 3 clusters Score -1938968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1938983.625000 Penalty: 3139.753174
	Iteration 15Q: 3 clusters Score -1938984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1938989.500000 Penalty: 3139.753174
	Iteration 16Q: 3 clusters Score -1938990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1938994.125000 Penalty: 3139.753174
	Iteration 17Q: 3 clusters Score -1938994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1938995.750000 Penalty: 3139.753174
	Iteration 18Q: 3 clusters Score -1938996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1939000.000000 Penalty: 3139.753174
	Iteration 19Q: 3 clusters Score -1939000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1939002.125000 Penalty: 3139.753174
	Iteration 20F: 3 clusters Score -1939002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1939004.250000 Penalty: 3139.753174
	Iteration 21Q: 3 clusters Score -1939004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1939006.500000 Penalty: 3139.753174
	Iteration 22Q: 3 clusters Score -1939006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1939007.750000 Penalty: 3139.753174
	Iteration 23Q: 3 clusters Score -1939008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1939011.250000 Penalty: 3139.753174
	Iteration 24Q: 3 clusters Score -1939011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1939011.250000 Penalty: 3139.753174
	Iteration 25F: 3 clusters Score -1939011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Entering Unmasked Estep 
Score: -9488676.000000 Penalty: 1825.239868
	Iteration 0F: 2 clusters Score -9488676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -9439913.000000 Penalty: 3650.479736
	Iteration 0F: 3 clusters Score -9439913 nChanged 35820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -9460591.000000 Penalty: 3650.479736
	Iteration 1F: 3 clusters Score -9460591 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -9461404.000000 Penalty: 3650.479736
	Iteration 2Q: 3 clusters Score -9461404 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -9462324.000000 Penalty: 3650.479736
	Iteration 3Q: 3 clusters Score -9462324 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -9463715.000000 Penalty: 3650.479736
	Iteration 4Q: 3 clusters Score -9463715 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -9465855.000000 Penalty: 3650.479736
	Iteration 5F: 3 clusters Score -9465855 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -9469409.000000 Penalty: 3650.479736
	Iteration 6F: 3 clusters Score -9469409 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -9474593.000000 Penalty: 3650.479736
	Iteration 7F: 3 clusters Score -9474593 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -9480013.000000 Penalty: 3650.479736
	Iteration 8F: 3 clusters Score -9480013 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -9483792.000000 Penalty: 3650.479736
	Iteration 9F: 3 clusters Score -9483792 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -9486040.000000 Penalty: 3650.479736
	Iteration 10Q: 3 clusters Score -9486040 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -9486706.000000 Penalty: 3650.479736
	Iteration 11Q: 3 clusters Score -9486706 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -9486943.000000 Penalty: 3650.479736
	Iteration 12Q: 3 clusters Score -9486943 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -9487015.000000 Penalty: 3650.479736
	Iteration 13Q: 3 clusters Score -9487015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -9487075.000000 Penalty: 3650.479736
	Iteration 14Q: 3 clusters Score -9487075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -9487097.000000 Penalty: 3650.479736
	Iteration 15Q: 3 clusters Score -9487097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -9487115.000000 Penalty: 3650.479736
	Iteration 16Q: 3 clusters Score -9487115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -9487130.000000 Penalty: 3650.479736
	Iteration 17Q: 3 clusters Score -9487130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -9487146.000000 Penalty: 3650.479736
	Iteration 18Q: 3 clusters Score -9487146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -9487154.000000 Penalty: 3650.479736
	Iteration 19Q: 3 clusters Score -9487154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -9487161.000000 Penalty: 3650.479736
	Iteration 20F: 3 clusters Score -9487161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -9487156.000000 Penalty: 3650.479736
	Iteration 21Q: 3 clusters Score -9487156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -9487165.000000 Penalty: 3650.479736
	Iteration 22Q: 3 clusters Score -9487165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -9487165.000000 Penalty: 3650.479736
	Iteration 23Q: 3 clusters Score -9487165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -9487169.000000 Penalty: 3650.479736
	Iteration 24Q: 3 clusters Score -9487169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -9487169.000000 Penalty: 3650.479736
	Iteration 25Q: 3 clusters Score -9487169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -9487169.000000 Penalty: 3650.479736
	Iteration 26F: 3 clusters Score -9487169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Entering Unmasked Estep 
Score: -751668.250000 Penalty: 1410.277710
	Iteration 0F: 2 clusters Score -751668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -747114.687500 Penalty: 2820.555420
	Iteration 0F: 3 clusters Score -747114.7 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -748373.750000 Penalty: 2820.555420
	Iteration 1F: 3 clusters Score -748373.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -748538.500000 Penalty: 2820.555420
	Iteration 2F: 3 clusters Score -748538.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -748638.437500 Penalty: 2820.555420
	Iteration 3Q: 3 clusters Score -748638.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -748725.250000 Penalty: 2820.555420
	Iteration 4Q: 3 clusters Score -748725.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -748799.750000 Penalty: 2820.555420
	Iteration 5Q: 3 clusters Score -748799.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -748869.687500 Penalty: 2820.555420
	Iteration 6Q: 3 clusters Score -748869.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -748942.062500 Penalty: 2820.555420
	Iteration 7Q: 3 clusters Score -748942.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -749005.062500 Penalty: 2820.555420
	Iteration 8Q: 3 clusters Score -749005.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -749085.625000 Penalty: 2820.555420
	Iteration 9Q: 3 clusters Score -749085.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -749190.750000 Penalty: 2820.555420
	Iteration 10Q: 3 clusters Score -749190.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -749326.062500 Penalty: 2820.555420
	Iteration 11Q: 3 clusters Score -749326.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -749509.375000 Penalty: 2820.555420
	Iteration 12Q: 3 clusters Score -749509.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -749738.875000 Penalty: 2820.555420
	Iteration 13Q: 3 clusters Score -749738.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -749961.562500 Penalty: 2820.555420
	Iteration 14Q: 3 clusters Score -749961.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -750183.000000 Penalty: 2820.555420
	Iteration 15Q: 3 clusters Score -750183 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -750399.812500 Penalty: 2820.555420
	Iteration 16Q: 3 clusters Score -750399.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -750626.187500 Penalty: 2820.555420
	Iteration 17Q: 3 clusters Score -750626.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -750807.250000 Penalty: 2820.555420
	Iteration 18Q: 3 clusters Score -750807.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -750939.562500 Penalty: 2820.555420
	Iteration 19Q: 3 clusters Score -750939.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -751057.875000 Penalty: 2820.555420
	Iteration 20F: 3 clusters Score -751057.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -751144.312500 Penalty: 2820.555420
	Iteration 21Q: 3 clusters Score -751144.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -751212.312500 Penalty: 2820.555420
	Iteration 22Q: 3 clusters Score -751212.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -751259.375000 Penalty: 2820.555420
	Iteration 23Q: 3 clusters Score -751259.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -751290.187500 Penalty: 2820.555420
	Iteration 24Q: 3 clusters Score -751290.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -751306.750000 Penalty: 2820.555420
	Iteration 25Q: 3 clusters Score -751306.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -751317.250000 Penalty: 2820.555420
	Iteration 26Q: 3 clusters Score -751317.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -751324.375000 Penalty: 2820.555420
	Iteration 27Q: 3 clusters Score -751324.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -751332.437500 Penalty: 2820.555420
	Iteration 28Q: 3 clusters Score -751332.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -751335.000000 Penalty: 2820.555420
	Iteration 29Q: 3 clusters Score -751335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -751338.250000 Penalty: 2820.555420
	Iteration 30Q: 3 clusters Score -751338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -751338.937500 Penalty: 2820.555420
	Iteration 31Q: 3 clusters Score -751338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -751339.750000 Penalty: 2820.555420
	Iteration 32Q: 3 clusters Score -751339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -751339.375000 Penalty: 2820.555420
	Iteration 33Q: 3 clusters Score -751339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -751340.062500 Penalty: 2820.555420
	Iteration 34Q: 3 clusters Score -751340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -751341.312500 Penalty: 2820.555420
	Iteration 35Q: 3 clusters Score -751341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -751341.312500 Penalty: 2820.555420
	Iteration 36Q: 3 clusters Score -751341.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -751341.312500 Penalty: 2820.555420
	Iteration 37F: 3 clusters Score -751341.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Entering Unmasked Estep 
Score: -4700933.500000 Penalty: 1709.495117
	Iteration 0F: 2 clusters Score -4700934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4676201.000000 Penalty: 3418.990234
	Iteration 0F: 3 clusters Score -4676201 nChanged 17300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4685976.500000 Penalty: 3418.990234
	Iteration 1F: 3 clusters Score -4685976 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4686473.000000 Penalty: 3418.990234
	Iteration 2Q: 3 clusters Score -4686473 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -4687031.500000 Penalty: 3418.990234
	Iteration 3Q: 3 clusters Score -4687032 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4687786.000000 Penalty: 3418.990234
	Iteration 4Q: 3 clusters Score -4687786 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -4688874.500000 Penalty: 3418.990234
	Iteration 5F: 3 clusters Score -4688874 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -4690469.500000 Penalty: 3418.990234
	Iteration 6F: 3 clusters Score -4690470 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4692497.500000 Penalty: 3418.990234
	Iteration 7F: 3 clusters Score -4692498 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4694868.000000 Penalty: 3418.990234
	Iteration 8F: 3 clusters Score -4694868 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4696916.000000 Penalty: 3418.990234
	Iteration 9F: 3 clusters Score -4696916 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4698211.000000 Penalty: 3418.990234
	Iteration 10Q: 3 clusters Score -4698211 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4698833.000000 Penalty: 3418.990234
	Iteration 11Q: 3 clusters Score -4698833 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4699133.000000 Penalty: 3418.990234
	Iteration 12Q: 3 clusters Score -4699133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4699288.500000 Penalty: 3418.990234
	Iteration 13Q: 3 clusters Score -4699288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4699371.000000 Penalty: 3418.990234
	Iteration 14Q: 3 clusters Score -4699371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4699400.500000 Penalty: 3418.990234
	Iteration 15Q: 3 clusters Score -4699400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4699417.000000 Penalty: 3418.990234
	Iteration 16Q: 3 clusters Score -4699417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4699426.000000 Penalty: 3418.990234
	Iteration 17Q: 3 clusters Score -4699426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4699439.500000 Penalty: 3418.990234
	Iteration 18Q: 3 clusters Score -4699440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4699442.000000 Penalty: 3418.990234
	Iteration 19Q: 3 clusters Score -4699442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4699444.000000 Penalty: 3418.990234
	Iteration 20F: 3 clusters Score -4699444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4699447.500000 Penalty: 3418.990234
	Iteration 21Q: 3 clusters Score -4699448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4699447.500000 Penalty: 3418.990234
	Iteration 22F: 3 clusters Score -4699448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -14854.807617 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -14854.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14414.427734 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -14414.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14622.818359 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -14622.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14673.463867 Penalty: 1700.110352
	Iteration 2Q: 3 clusters Score -14673.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14673.463867 Penalty: 1700.110352
	Iteration 3F: 3 clusters Score -14673.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 10371 members 
Mstep: Class 3 contains 69238 members 
Mstep: Class 4 contains 40759 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 46852 members 
Mstep: Class 9 contains 60196 members 
Mstep: Class 10 contains 52738 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 15690 members 
Mstep: Class 15 contains 75527 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 21 contains 37048 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807344.000000 Penalty: 36390.246094
Iteration 199Q: 18 clusters Score -6.580734e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 10358 members 
Mstep: Class 3 contains 69241 members 
Mstep: Class 4 contains 40704 members 
Mstep: Class 5 contains 819 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 46832 members 
Mstep: Class 9 contains 60146 members 
Mstep: Class 10 contains 52878 members 
Mstep: Class 11 contains 13014 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 15708 members 
Mstep: Class 15 contains 75520 members 
Mstep: Class 18 contains 5872 members 
Mstep: Class 21 contains 37050 members 
Mstep: Class 24 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807360.000000 Penalty: 36390.246094
Iteration 200F: 18 clusters Score -6.580736e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 10352 members 
Mstep: Class 3 contains 69237 members 
Mstep: Class 4 contains 40658 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 6289 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 46812 members 
Mstep: Class 9 contains 60100 members 
Mstep: Class 10 contains 53028 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 15 contains 75480 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 21 contains 37070 members 
Mstep: Class 24 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807536.000000 Penalty: 36390.246094
Iteration 201Q: 18 clusters Score -6.580754e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 10351 members 
Mstep: Class 3 contains 69236 members 
Mstep: Class 4 contains 40616 members 
Mstep: Class 5 contains 801 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 4022 members 
Mstep: Class 8 contains 46788 members 
Mstep: Class 9 contains 60063 members 
Mstep: Class 10 contains 53159 members 
Mstep: Class 11 contains 13061 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 15 contains 75466 members 
Mstep: Class 18 contains 5861 members 
Mstep: Class 21 contains 37065 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807500.000000 Penalty: 36390.246094
Iteration 202Q: 18 clusters Score -6.58075e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 69230 members 
Mstep: Class 4 contains 40584 members 
Mstep: Class 5 contains 801 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 46772 members 
Mstep: Class 9 contains 60023 members 
Mstep: Class 10 contains 53271 members 
Mstep: Class 11 contains 13084 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 15781 members 
Mstep: Class 15 contains 75451 members 
Mstep: Class 18 contains 5858 members 
Mstep: Class 21 contains 37066 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807548.000000 Penalty: 36390.246094
Iteration 203Q: 18 clusters Score -6.580755e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 10348 members 
Mstep: Class 3 contains 69222 members 
Mstep: Class 4 contains 40561 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 6279 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 46757 members 
Mstep: Class 9 contains 59975 members 
Mstep: Class 10 contains 53389 members 
Mstep: Class 11 contains 13096 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 15803 members 
Mstep: Class 15 contains 75447 members 
Mstep: Class 18 contains 5857 members 
Mstep: Class 21 contains 37058 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807600.000000 Penalty: 36390.246094
Iteration 204Q: 18 clusters Score -6.58076e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 10347 members 
Mstep: Class 3 contains 69217 members 
Mstep: Class 4 contains 40537 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 3945 members 
Mstep: Class 8 contains 46738 members 
Mstep: Class 9 contains 59936 members 
Mstep: Class 10 contains 53492 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 15817 members 
Mstep: Class 15 contains 75452 members 
Mstep: Class 18 contains 5857 members 
Mstep: Class 21 contains 37052 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807672.000000 Penalty: 36390.246094
Iteration 205Q: 18 clusters Score -6.580767e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 10343 members 
Mstep: Class 3 contains 69211 members 
Mstep: Class 4 contains 40503 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 3913 members 
Mstep: Class 8 contains 46719 members 
Mstep: Class 9 contains 59904 members 
Mstep: Class 10 contains 53603 members 
Mstep: Class 11 contains 13136 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 15828 members 
Mstep: Class 15 contains 75448 members 
Mstep: Class 18 contains 5856 members 
Mstep: Class 21 contains 37046 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807684.000000 Penalty: 36390.246094
Iteration 206Q: 18 clusters Score -6.580768e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 10336 members 
Mstep: Class 3 contains 69209 members 
Mstep: Class 4 contains 40472 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 6289 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 46700 members 
Mstep: Class 9 contains 59877 members 
Mstep: Class 10 contains 53717 members 
Mstep: Class 11 contains 13165 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 15836 members 
Mstep: Class 15 contains 75424 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 21 contains 37039 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807652.000000 Penalty: 36390.246094
Iteration 207Q: 18 clusters Score -6.580765e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 69210 members 
Mstep: Class 4 contains 40425 members 
Mstep: Class 5 contains 791 members 
Mstep: Class 6 contains 6298 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 46679 members 
Mstep: Class 9 contains 59850 members 
Mstep: Class 10 contains 53835 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 15 contains 75394 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 21 contains 37036 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807860.000000 Penalty: 36390.246094
Iteration 208Q: 18 clusters Score -6.580786e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 10329 members 
Mstep: Class 3 contains 69213 members 
Mstep: Class 4 contains 40383 members 
Mstep: Class 5 contains 789 members 
Mstep: Class 6 contains 6313 members 
Mstep: Class 7 contains 3835 members 
Mstep: Class 8 contains 46669 members 
Mstep: Class 9 contains 59819 members 
Mstep: Class 10 contains 53941 members 
Mstep: Class 11 contains 13247 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 15 contains 75364 members 
Mstep: Class 18 contains 5848 members 
Mstep: Class 21 contains 37034 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807852.000000 Penalty: 36390.246094
Iteration 209Q: 18 clusters Score -6.580785e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 69215 members 
Mstep: Class 4 contains 40328 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 46663 members 
Mstep: Class 9 contains 59796 members 
Mstep: Class 10 contains 54035 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 5188 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 15 contains 75330 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 21 contains 37031 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807892.000000 Penalty: 36390.246094
Iteration 210Q: 18 clusters Score -6.580789e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 69220 members 
Mstep: Class 4 contains 40278 members 
Mstep: Class 5 contains 779 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 8 contains 46660 members 
Mstep: Class 9 contains 59773 members 
Mstep: Class 10 contains 54135 members 
Mstep: Class 11 contains 13332 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 15 contains 75292 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 21 contains 37028 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65807952.000000 Penalty: 36390.246094
Iteration 211Q: 18 clusters Score -6.580795e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 69211 members 
Mstep: Class 4 contains 40232 members 
Mstep: Class 5 contains 774 members 
Mstep: Class 6 contains 6334 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 46656 members 
Mstep: Class 9 contains 59743 members 
Mstep: Class 10 contains 54231 members 
Mstep: Class 11 contains 13374 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 15 contains 75265 members 
Mstep: Class 18 contains 5841 members 
Mstep: Class 21 contains 37023 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808088.000000 Penalty: 36390.246094
Iteration 212Q: 18 clusters Score -6.580809e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 69210 members 
Mstep: Class 4 contains 40176 members 
Mstep: Class 5 contains 766 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 3726 members 
Mstep: Class 8 contains 46644 members 
Mstep: Class 9 contains 59714 members 
Mstep: Class 10 contains 54351 members 
Mstep: Class 11 contains 13428 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 15884 members 
Mstep: Class 15 contains 75241 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 21 contains 37011 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808124.000000 Penalty: 36390.246094
Iteration 213Q: 18 clusters Score -6.580812e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 69202 members 
Mstep: Class 4 contains 40138 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 8 contains 46636 members 
Mstep: Class 9 contains 59680 members 
Mstep: Class 10 contains 54459 members 
Mstep: Class 11 contains 13477 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 15888 members 
Mstep: Class 15 contains 75230 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 21 contains 37004 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808104.000000 Penalty: 36390.246094
Iteration 214Q: 18 clusters Score -6.58081e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 10298 members 
Mstep: Class 3 contains 69201 members 
Mstep: Class 4 contains 40103 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 46634 members 
Mstep: Class 9 contains 59655 members 
Mstep: Class 10 contains 54553 members 
Mstep: Class 11 contains 13511 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 15884 members 
Mstep: Class 15 contains 75201 members 
Mstep: Class 18 contains 5811 members 
Mstep: Class 21 contains 37012 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808284.000000 Penalty: 36390.246094
Iteration 215Q: 18 clusters Score -6.580828e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 69194 members 
Mstep: Class 4 contains 40063 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 46625 members 
Mstep: Class 9 contains 59632 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 13538 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 15875 members 
Mstep: Class 15 contains 75188 members 
Mstep: Class 18 contains 5807 members 
Mstep: Class 21 contains 37006 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808340.000000 Penalty: 36390.246094
Iteration 216Q: 18 clusters Score -6.580834e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 10295 members 
Mstep: Class 3 contains 69197 members 
Mstep: Class 4 contains 40022 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 46621 members 
Mstep: Class 9 contains 59616 members 
Mstep: Class 10 contains 54733 members 
Mstep: Class 11 contains 13571 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 15872 members 
Mstep: Class 15 contains 75174 members 
Mstep: Class 18 contains 5802 members 
Mstep: Class 21 contains 36988 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808288.000000 Penalty: 36390.246094
Iteration 217Q: 18 clusters Score -6.580829e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 69195 members 
Mstep: Class 4 contains 39983 members 
Mstep: Class 5 contains 764 members 
Mstep: Class 6 contains 6324 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 46624 members 
Mstep: Class 9 contains 59605 members 
Mstep: Class 10 contains 54803 members 
Mstep: Class 11 contains 13605 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 15865 members 
Mstep: Class 15 contains 75165 members 
Mstep: Class 18 contains 5796 members 
Mstep: Class 21 contains 36975 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808460.000000 Penalty: 36390.246094
Iteration 218Q: 18 clusters Score -6.580846e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 10295 members 
Mstep: Class 3 contains 69185 members 
Mstep: Class 4 contains 39932 members 
Mstep: Class 5 contains 764 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 46617 members 
Mstep: Class 9 contains 59595 members 
Mstep: Class 10 contains 54878 members 
Mstep: Class 11 contains 13648 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 15864 members 
Mstep: Class 15 contains 75170 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 21 contains 36961 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808428.000000 Penalty: 36390.246094
Iteration 219Q: 18 clusters Score -6.580843e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 10288 members 
Mstep: Class 3 contains 69188 members 
Mstep: Class 4 contains 39867 members 
Mstep: Class 5 contains 764 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 8 contains 46618 members 
Mstep: Class 9 contains 59580 members 
Mstep: Class 10 contains 54963 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 15864 members 
Mstep: Class 15 contains 75175 members 
Mstep: Class 18 contains 5790 members 
Mstep: Class 21 contains 36951 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808376.000000 Penalty: 36390.246094
Iteration 220F: 18 clusters Score -6.580838e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 10284 members 
Mstep: Class 3 contains 69188 members 
Mstep: Class 4 contains 39797 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 6315 members 
Mstep: Class 7 contains 3593 members 
Mstep: Class 8 contains 46623 members 
Mstep: Class 9 contains 59561 members 
Mstep: Class 10 contains 55040 members 
Mstep: Class 11 contains 13747 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 15868 members 
Mstep: Class 15 contains 75163 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 21 contains 36947 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808304.000000 Penalty: 36390.246094
Iteration 221Q: 18 clusters Score -6.58083e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 10281 members 
Mstep: Class 3 contains 69182 members 
Mstep: Class 4 contains 39735 members 
Mstep: Class 5 contains 766 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 46625 members 
Mstep: Class 9 contains 59542 members 
Mstep: Class 10 contains 55134 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 5188 members 
Mstep: Class 13 contains 15863 members 
Mstep: Class 15 contains 75160 members 
Mstep: Class 18 contains 5788 members 
Mstep: Class 21 contains 36937 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808408.000000 Penalty: 36390.246094
Iteration 222Q: 18 clusters Score -6.580841e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 10276 members 
Mstep: Class 3 contains 69181 members 
Mstep: Class 4 contains 39679 members 
Mstep: Class 5 contains 767 members 
Mstep: Class 6 contains 6319 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 46623 members 
Mstep: Class 9 contains 59545 members 
Mstep: Class 10 contains 55231 members 
Mstep: Class 11 contains 13815 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 15865 members 
Mstep: Class 15 contains 75143 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 21 contains 36913 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808360.000000 Penalty: 36390.246094
Iteration 223Q: 18 clusters Score -6.580836e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 10265 members 
Mstep: Class 3 contains 69178 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 767 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 46619 members 
Mstep: Class 9 contains 59533 members 
Mstep: Class 10 contains 55318 members 
Mstep: Class 11 contains 13858 members 
Mstep: Class 12 contains 5173 members 
Mstep: Class 13 contains 15861 members 
Mstep: Class 15 contains 75141 members 
Mstep: Class 18 contains 5785 members 
Mstep: Class 21 contains 36896 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808336.000000 Penalty: 36390.246094
Iteration 224Q: 18 clusters Score -6.580834e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 69174 members 
Mstep: Class 4 contains 39573 members 
Mstep: Class 5 contains 766 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 46613 members 
Mstep: Class 9 contains 59512 members 
Mstep: Class 10 contains 55425 members 
Mstep: Class 11 contains 13908 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 15858 members 
Mstep: Class 15 contains 75130 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 21 contains 36875 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808360.000000 Penalty: 36390.246094
Iteration 225Q: 18 clusters Score -6.580836e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 10252 members 
Mstep: Class 3 contains 69169 members 
Mstep: Class 4 contains 39525 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 46618 members 
Mstep: Class 9 contains 59484 members 
Mstep: Class 10 contains 55528 members 
Mstep: Class 11 contains 13947 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 15857 members 
Mstep: Class 15 contains 75119 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 21 contains 36849 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808428.000000 Penalty: 36390.246094
Iteration 226Q: 18 clusters Score -6.580843e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 10245 members 
Mstep: Class 3 contains 69169 members 
Mstep: Class 4 contains 39476 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 6294 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 46618 members 
Mstep: Class 9 contains 59464 members 
Mstep: Class 10 contains 55633 members 
Mstep: Class 11 contains 13984 members 
Mstep: Class 12 contains 5162 members 
Mstep: Class 13 contains 15858 members 
Mstep: Class 15 contains 75113 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 21 contains 36825 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808424.000000 Penalty: 36390.246094
Iteration 227Q: 18 clusters Score -6.580842e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 10233 members 
Mstep: Class 3 contains 69168 members 
Mstep: Class 4 contains 39439 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 3543 members 
Mstep: Class 8 contains 46617 members 
Mstep: Class 9 contains 59432 members 
Mstep: Class 10 contains 55733 members 
Mstep: Class 11 contains 14026 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 15857 members 
Mstep: Class 15 contains 75100 members 
Mstep: Class 18 contains 5770 members 
Mstep: Class 21 contains 36807 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808412.000000 Penalty: 36390.246094
Iteration 228Q: 18 clusters Score -6.580841e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 10224 members 
Mstep: Class 3 contains 69164 members 
Mstep: Class 4 contains 39391 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 46615 members 
Mstep: Class 9 contains 59405 members 
Mstep: Class 10 contains 55846 members 
Mstep: Class 11 contains 14058 members 
Mstep: Class 12 contains 5152 members 
Mstep: Class 13 contains 15859 members 
Mstep: Class 15 contains 75079 members 
Mstep: Class 18 contains 5764 members 
Mstep: Class 21 contains 36792 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808440.000000 Penalty: 36390.246094
Iteration 229Q: 18 clusters Score -6.580844e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 10222 members 
Mstep: Class 3 contains 69161 members 
Mstep: Class 4 contains 39338 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 46611 members 
Mstep: Class 9 contains 59389 members 
Mstep: Class 10 contains 55953 members 
Mstep: Class 11 contains 14092 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 15859 members 
Mstep: Class 15 contains 75050 members 
Mstep: Class 18 contains 5761 members 
Mstep: Class 21 contains 36781 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808568.000000 Penalty: 36390.246094
Iteration 230Q: 18 clusters Score -6.580857e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 10221 members 
Mstep: Class 3 contains 69154 members 
Mstep: Class 4 contains 39275 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 46606 members 
Mstep: Class 9 contains 59373 members 
Mstep: Class 10 contains 56048 members 
Mstep: Class 11 contains 14141 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 15855 members 
Mstep: Class 15 contains 75045 members 
Mstep: Class 18 contains 5757 members 
Mstep: Class 21 contains 36767 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808656.000000 Penalty: 36390.246094
Iteration 231Q: 18 clusters Score -6.580866e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 10221 members 
Mstep: Class 3 contains 69152 members 
Mstep: Class 4 contains 39203 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 46599 members 
Mstep: Class 9 contains 59347 members 
Mstep: Class 10 contains 56159 members 
Mstep: Class 11 contains 14194 members 
Mstep: Class 12 contains 5137 members 
Mstep: Class 13 contains 15840 members 
Mstep: Class 15 contains 75038 members 
Mstep: Class 18 contains 5748 members 
Mstep: Class 21 contains 36750 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808628.000000 Penalty: 36390.246094
Iteration 232Q: 18 clusters Score -6.580863e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 10215 members 
Mstep: Class 3 contains 69153 members 
Mstep: Class 4 contains 39147 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 46592 members 
Mstep: Class 9 contains 59318 members 
Mstep: Class 10 contains 56266 members 
Mstep: Class 11 contains 14250 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 15835 members 
Mstep: Class 15 contains 75026 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 21 contains 36732 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808748.000000 Penalty: 36390.246094
Iteration 233Q: 18 clusters Score -6.580875e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81732 members 
Mstep: Class 2 contains 10213 members 
Mstep: Class 3 contains 69152 members 
Mstep: Class 4 contains 39095 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 46588 members 
Mstep: Class 9 contains 59287 members 
Mstep: Class 10 contains 56350 members 
Mstep: Class 11 contains 14304 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 15827 members 
Mstep: Class 15 contains 75024 members 
Mstep: Class 18 contains 5738 members 
Mstep: Class 21 contains 36714 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808876.000000 Penalty: 36390.246094
Iteration 234Q: 18 clusters Score -6.580888e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 10210 members 
Mstep: Class 3 contains 69141 members 
Mstep: Class 4 contains 39038 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 46581 members 
Mstep: Class 9 contains 59256 members 
Mstep: Class 10 contains 56434 members 
Mstep: Class 11 contains 14361 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 15819 members 
Mstep: Class 15 contains 75016 members 
Mstep: Class 18 contains 5735 members 
Mstep: Class 21 contains 36705 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808868.000000 Penalty: 36390.246094
Iteration 235Q: 18 clusters Score -6.580887e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 10202 members 
Mstep: Class 3 contains 69131 members 
Mstep: Class 4 contains 38985 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 46577 members 
Mstep: Class 9 contains 59235 members 
Mstep: Class 10 contains 56507 members 
Mstep: Class 11 contains 14412 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 15811 members 
Mstep: Class 15 contains 75015 members 
Mstep: Class 18 contains 5731 members 
Mstep: Class 21 contains 36695 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808748.000000 Penalty: 36390.246094
Iteration 236Q: 18 clusters Score -6.580875e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81739 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 69124 members 
Mstep: Class 4 contains 38927 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 3513 members 
Mstep: Class 8 contains 46582 members 
Mstep: Class 9 contains 59216 members 
Mstep: Class 10 contains 56582 members 
Mstep: Class 11 contains 14457 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 15806 members 
Mstep: Class 15 contains 74993 members 
Mstep: Class 18 contains 5726 members 
Mstep: Class 21 contains 36689 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808768.000000 Penalty: 36390.246094
Iteration 237Q: 18 clusters Score -6.580877e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 10186 members 
Mstep: Class 3 contains 69121 members 
Mstep: Class 4 contains 38863 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 46581 members 
Mstep: Class 9 contains 59198 members 
Mstep: Class 10 contains 56654 members 
Mstep: Class 11 contains 14515 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 15798 members 
Mstep: Class 15 contains 74971 members 
Mstep: Class 18 contains 5723 members 
Mstep: Class 21 contains 36681 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808724.000000 Penalty: 36390.246094
Iteration 238Q: 18 clusters Score -6.580872e+07 nChanged 246
Entering ConstructFrom: 
Score: -65808724.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (81744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Entering Unmasked Estep 
Score: -10469238.000000 Penalty: 1838.093994
	Iteration 0F: 2 clusters Score -1.046924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -10419528.000000 Penalty: 3676.187988
	Iteration 0F: 3 clusters Score -1.041953e+07 nChanged 38644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -10442318.000000 Penalty: 3676.187988
	Iteration 1F: 3 clusters Score -1.044232e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -10443292.000000 Penalty: 3676.187988
	Iteration 2Q: 3 clusters Score -1.044329e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -10444559.000000 Penalty: 3676.187988
	Iteration 3Q: 3 clusters Score -1.044456e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -10445986.000000 Penalty: 3676.187988
	Iteration 4Q: 3 clusters Score -1.044599e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -10448079.000000 Penalty: 3676.187988
	Iteration 5F: 3 clusters Score -1.044808e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -10450937.000000 Penalty: 3676.187988
	Iteration 6F: 3 clusters Score -1.045094e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -10454435.000000 Penalty: 3676.187988
	Iteration 7F: 3 clusters Score -1.045444e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -10457812.000000 Penalty: 3676.187988
	Iteration 8F: 3 clusters Score -1.045781e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -10459829.000000 Penalty: 3676.187988
	Iteration 9Q: 3 clusters Score -1.045983e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -10460596.000000 Penalty: 3676.187988
	Iteration 10Q: 3 clusters Score -1.04606e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -10460866.000000 Penalty: 3676.187988
	Iteration 11Q: 3 clusters Score -1.046087e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -10461015.000000 Penalty: 3676.187988
	Iteration 12Q: 3 clusters Score -1.046102e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -10461127.000000 Penalty: 3676.187988
	Iteration 13Q: 3 clusters Score -1.046113e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -10461263.000000 Penalty: 3676.187988
	Iteration 14Q: 3 clusters Score -1.046126e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -10461341.000000 Penalty: 3676.187988
	Iteration 15Q: 3 clusters Score -1.046134e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -10461413.000000 Penalty: 3676.187988
	Iteration 16Q: 3 clusters Score -1.046141e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -10461491.000000 Penalty: 3676.187988
	Iteration 17Q: 3 clusters Score -1.046149e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -10461485.000000 Penalty: 3676.187988
	Iteration 18Q: 3 clusters Score -1.046148e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -10461540.000000 Penalty: 3676.187988
	Iteration 19Q: 3 clusters Score -1.046154e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -10461611.000000 Penalty: 3676.187988
	Iteration 20F: 3 clusters Score -1.046161e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -10461649.000000 Penalty: 3676.187988
	Iteration 21Q: 3 clusters Score -1.046165e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -10461706.000000 Penalty: 3676.187988
	Iteration 22Q: 3 clusters Score -1.046171e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -10461714.000000 Penalty: 3676.187988
	Iteration 23Q: 3 clusters Score -1.046171e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -10461742.000000 Penalty: 3676.187988
	Iteration 24Q: 3 clusters Score -1.046174e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -10461811.000000 Penalty: 3676.187988
	Iteration 25Q: 3 clusters Score -1.046181e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -10461812.000000 Penalty: 3676.187988
	Iteration 26Q: 3 clusters Score -1.046181e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -10461826.000000 Penalty: 3676.187988
	Iteration 27Q: 3 clusters Score -1.046183e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -10461825.000000 Penalty: 3676.187988
	Iteration 28Q: 3 clusters Score -1.046182e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -10461839.000000 Penalty: 3676.187988
	Iteration 29Q: 3 clusters Score -1.046184e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -10461862.000000 Penalty: 3676.187988
	Iteration 30Q: 3 clusters Score -1.046186e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -10461921.000000 Penalty: 3676.187988
	Iteration 31Q: 3 clusters Score -1.046192e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -10461950.000000 Penalty: 3676.187988
	Iteration 32Q: 3 clusters Score -1.046195e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -10461959.000000 Penalty: 3676.187988
	Iteration 33Q: 3 clusters Score -1.046196e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -10461959.000000 Penalty: 3676.187988
	Iteration 34Q: 3 clusters Score -1.046196e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -10461963.000000 Penalty: 3676.187988
	Iteration 35Q: 3 clusters Score -1.046196e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -10461966.000000 Penalty: 3676.187988
	Iteration 36Q: 3 clusters Score -1.046197e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -10461984.000000 Penalty: 3676.187988
	Iteration 37Q: 3 clusters Score -1.046198e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -10462000.000000 Penalty: 3676.187988
	Iteration 38Q: 3 clusters Score -1.0462e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -10461997.000000 Penalty: 3676.187988
	Iteration 39Q: 3 clusters Score -1.0462e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -10462022.000000 Penalty: 3676.187988
	Iteration 40F: 3 clusters Score -1.046202e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -10462025.000000 Penalty: 3676.187988
	Iteration 41Q: 3 clusters Score -1.046202e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -10462012.000000 Penalty: 3676.187988
	Iteration 42Q: 3 clusters Score -1.046201e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -10462021.000000 Penalty: 3676.187988
	Iteration 43Q: 3 clusters Score -1.046202e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -10461990.000000 Penalty: 3676.187988
	Iteration 44Q: 3 clusters Score -1.046199e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -10461950.000000 Penalty: 3676.187988
	Iteration 45Q: 3 clusters Score -1.046195e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -10461929.000000 Penalty: 3676.187988
	Iteration 46Q: 3 clusters Score -1.046193e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -10461903.000000 Penalty: 3676.187988
	Iteration 47Q: 3 clusters Score -1.04619e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -10461883.000000 Penalty: 3676.187988
	Iteration 48Q: 3 clusters Score -1.046188e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -10461855.000000 Penalty: 3676.187988
	Iteration 49Q: 3 clusters Score -1.046186e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -10461810.000000 Penalty: 3676.187988
	Iteration 50Q: 3 clusters Score -1.046181e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -10461811.000000 Penalty: 3676.187988
	Iteration 51Q: 3 clusters Score -1.046181e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -10461797.000000 Penalty: 3676.187988
	Iteration 52Q: 3 clusters Score -1.04618e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -10461785.000000 Penalty: 3676.187988
	Iteration 53Q: 3 clusters Score -1.046178e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -10461761.000000 Penalty: 3676.187988
	Iteration 54Q: 3 clusters Score -1.046176e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -10461759.000000 Penalty: 3676.187988
	Iteration 55Q: 3 clusters Score -1.046176e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -10461733.000000 Penalty: 3676.187988
	Iteration 56Q: 3 clusters Score -1.046173e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -10461707.000000 Penalty: 3676.187988
	Iteration 57Q: 3 clusters Score -1.046171e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -10461693.000000 Penalty: 3676.187988
	Iteration 58Q: 3 clusters Score -1.046169e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -10461658.000000 Penalty: 3676.187988
	Iteration 59Q: 3 clusters Score -1.046166e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -10461628.000000 Penalty: 3676.187988
	Iteration 60F: 3 clusters Score -1.046163e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -10461599.000000 Penalty: 3676.187988
	Iteration 61Q: 3 clusters Score -1.04616e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -10461609.000000 Penalty: 3676.187988
	Iteration 62Q: 3 clusters Score -1.046161e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -10461617.000000 Penalty: 3676.187988
	Iteration 63Q: 3 clusters Score -1.046162e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -10461587.000000 Penalty: 3676.187988
	Iteration 64Q: 3 clusters Score -1.046159e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.046157e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -10461522.000000 Penalty: 3676.187988
	Iteration 66Q: 3 clusters Score -1.046152e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -10461474.000000 Penalty: 3676.187988
	Iteration 67Q: 3 clusters Score -1.046147e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -10461445.000000 Penalty: 3676.187988
	Iteration 68Q: 3 clusters Score -1.046144e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -10461416.000000 Penalty: 3676.187988
	Iteration 69Q: 3 clusters Score -1.046142e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -10461424.000000 Penalty: 3676.187988
	Iteration 70Q: 3 clusters Score -1.046142e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.046141e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -10461366.000000 Penalty: 3676.187988
	Iteration 72Q: 3 clusters Score -1.046137e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -10461335.000000 Penalty: 3676.187988
	Iteration 73Q: 3 clusters Score -1.046134e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -10461306.000000 Penalty: 3676.187988
	Iteration 74Q: 3 clusters Score -1.046131e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -10461267.000000 Penalty: 3676.187988
	Iteration 75Q: 3 clusters Score -1.046127e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -10461220.000000 Penalty: 3676.187988
	Iteration 76Q: 3 clusters Score -1.046122e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -10461180.000000 Penalty: 3676.187988
	Iteration 77Q: 3 clusters Score -1.046118e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -10461156.000000 Penalty: 3676.187988
	Iteration 78Q: 3 clusters Score -1.046116e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.046108e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -10460995.000000 Penalty: 3676.187988
	Iteration 80F: 3 clusters Score -1.0461e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -10460960.000000 Penalty: 3676.187988
	Iteration 81Q: 3 clusters Score -1.046096e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -10460913.000000 Penalty: 3676.187988
	Iteration 82Q: 3 clusters Score -1.046091e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.04609e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.046082e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.046084e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.046079e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.046076e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -10460759.000000 Penalty: 3676.187988
	Iteration 88Q: 3 clusters Score -1.046076e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -10460731.000000 Penalty: 3676.187988
	Iteration 89Q: 3 clusters Score -1.046073e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.046069e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.046064e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -10460666.000000 Penalty: 3676.187988
	Iteration 92Q: 3 clusters Score -1.046067e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -10460677.000000 Penalty: 3676.187988
	Iteration 93Q: 3 clusters Score -1.046068e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -10460751.000000 Penalty: 3676.187988
	Iteration 94Q: 3 clusters Score -1.046075e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -10460818.000000 Penalty: 3676.187988
	Iteration 95Q: 3 clusters Score -1.046082e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -10460865.000000 Penalty: 3676.187988
	Iteration 96Q: 3 clusters Score -1.046086e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -10460960.000000 Penalty: 3676.187988
	Iteration 97Q: 3 clusters Score -1.046096e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -10461053.000000 Penalty: 3676.187988
	Iteration 98Q: 3 clusters Score -1.046105e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.046106e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -10461174.000000 Penalty: 3676.187988
	Iteration 100F: 3 clusters Score -1.046117e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -10461219.000000 Penalty: 3676.187988
	Iteration 101Q: 3 clusters Score -1.046122e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -10461191.000000 Penalty: 3676.187988
	Iteration 102Q: 3 clusters Score -1.046119e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -10461171.000000 Penalty: 3676.187988
	Iteration 103Q: 3 clusters Score -1.046117e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -10461063.000000 Penalty: 3676.187988
	Iteration 104Q: 3 clusters Score -1.046106e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -10461023.000000 Penalty: 3676.187988
	Iteration 105Q: 3 clusters Score -1.046102e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.046112e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.046127e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -10461598.000000 Penalty: 3676.187988
	Iteration 108Q: 3 clusters Score -1.04616e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -10461939.000000 Penalty: 3676.187988
	Iteration 109Q: 3 clusters Score -1.046194e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -10462460.000000 Penalty: 3676.187988
	Iteration 110Q: 3 clusters Score -1.046246e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -10463193.000000 Penalty: 3676.187988
	Iteration 111Q: 3 clusters Score -1.046319e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 69040 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.046444e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.046579e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -10466334.000000 Penalty: 3676.187988
	Iteration 114Q: 3 clusters Score -1.046633e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.04666e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -10466769.000000 Penalty: 3676.187988
	Iteration 116Q: 3 clusters Score -1.046677e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -10466931.000000 Penalty: 3676.187988
	Iteration 117Q: 3 clusters Score -1.046693e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -10467023.000000 Penalty: 3676.187988
	Iteration 118Q: 3 clusters Score -1.046702e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -10467097.000000 Penalty: 3676.187988
	Iteration 119Q: 3 clusters Score -1.04671e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -10467624.000000 Penalty: 3676.187988
	Iteration 120F: 3 clusters Score -1.046762e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -10467668.000000 Penalty: 3676.187988
	Iteration 121Q: 3 clusters Score -1.046767e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -10467741.000000 Penalty: 3676.187988
	Iteration 122Q: 3 clusters Score -1.046774e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -10467782.000000 Penalty: 3676.187988
	Iteration 123Q: 3 clusters Score -1.046778e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -10467795.000000 Penalty: 3676.187988
	Iteration 124Q: 3 clusters Score -1.04678e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -10467810.000000 Penalty: 3676.187988
	Iteration 125Q: 3 clusters Score -1.046781e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -10467797.000000 Penalty: 3676.187988
	Iteration 126Q: 3 clusters Score -1.04678e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -10467791.000000 Penalty: 3676.187988
	Iteration 127Q: 3 clusters Score -1.046779e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -10467798.000000 Penalty: 3676.187988
	Iteration 128Q: 3 clusters Score -1.04678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -10467810.000000 Penalty: 3676.187988
	Iteration 129Q: 3 clusters Score -1.046781e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -10467816.000000 Penalty: 3676.187988
	Iteration 130Q: 3 clusters Score -1.046782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -10467824.000000 Penalty: 3676.187988
	Iteration 131Q: 3 clusters Score -1.046782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -10467814.000000 Penalty: 3676.187988
	Iteration 132Q: 3 clusters Score -1.046781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -10467822.000000 Penalty: 3676.187988
	Iteration 133Q: 3 clusters Score -1.046782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -10467827.000000 Penalty: 3676.187988
	Iteration 134Q: 3 clusters Score -1.046783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -10467826.000000 Penalty: 3676.187988
	Iteration 135Q: 3 clusters Score -1.046783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -10467833.000000 Penalty: 3676.187988
	Iteration 136Q: 3 clusters Score -1.046783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -10467830.000000 Penalty: 3676.187988
	Iteration 137Q: 3 clusters Score -1.046783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -10467835.000000 Penalty: 3676.187988
	Iteration 138Q: 3 clusters Score -1.046784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -10467833.000000 Penalty: 3676.187988
	Iteration 139Q: 3 clusters Score -1.046783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -10467839.000000 Penalty: 3676.187988
	Iteration 140F: 3 clusters Score -1.046784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Entering Unmasked Estep 
Score: -1309185.250000 Penalty: 1499.547363
	Iteration 0F: 2 clusters Score -1309185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1301916.125000 Penalty: 2999.094727
	Iteration 0F: 3 clusters Score -1301916 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1304248.125000 Penalty: 2999.094727
	Iteration 1F: 3 clusters Score -1304248 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1304496.500000 Penalty: 2999.094727
	Iteration 2F: 3 clusters Score -1304496 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1304715.500000 Penalty: 2999.094727
	Iteration 3Q: 3 clusters Score -1304716 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1304921.375000 Penalty: 2999.094727
	Iteration 4Q: 3 clusters Score -1304921 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1305106.500000 Penalty: 2999.094727
	Iteration 5Q: 3 clusters Score -1305106 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1305275.250000 Penalty: 2999.094727
	Iteration 6Q: 3 clusters Score -1305275 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1305441.125000 Penalty: 2999.094727
	Iteration 7Q: 3 clusters Score -1305441 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1305617.875000 Penalty: 2999.094727
	Iteration 8Q: 3 clusters Score -1305618 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1305798.250000 Penalty: 2999.094727
	Iteration 9Q: 3 clusters Score -1305798 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1306013.750000 Penalty: 2999.094727
	Iteration 10Q: 3 clusters Score -1306014 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1306238.500000 Penalty: 2999.094727
	Iteration 11Q: 3 clusters Score -1306238 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1306459.250000 Penalty: 2999.094727
	Iteration 12Q: 3 clusters Score -1306459 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1306645.625000 Penalty: 2999.094727
	Iteration 13Q: 3 clusters Score -1306646 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1306774.000000 Penalty: 2999.094727
	Iteration 14Q: 3 clusters Score -1306774 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1306864.500000 Penalty: 2999.094727
	Iteration 15Q: 3 clusters Score -1306864 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1306911.375000 Penalty: 2999.094727
	Iteration 16Q: 3 clusters Score -1306911 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1306933.375000 Penalty: 2999.094727
	Iteration 17Q: 3 clusters Score -1306933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1306944.875000 Penalty: 2999.094727
	Iteration 18Q: 3 clusters Score -1306945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1306954.500000 Penalty: 2999.094727
	Iteration 19Q: 3 clusters Score -1306954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1306950.750000 Penalty: 2999.094727
	Iteration 20F: 3 clusters Score -1306951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1306956.625000 Penalty: 2999.094727
	Iteration 21Q: 3 clusters Score -1306957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1306960.250000 Penalty: 2999.094727
	Iteration 22Q: 3 clusters Score -1306960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1306966.875000 Penalty: 2999.094727
	Iteration 23Q: 3 clusters Score -1306967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1306968.500000 Penalty: 2999.094727
	Iteration 24Q: 3 clusters Score -1306968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1306969.000000 Penalty: 2999.094727
	Iteration 25Q: 3 clusters Score -1306969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1306970.125000 Penalty: 2999.094727
	Iteration 26Q: 3 clusters Score -1306970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1306971.375000 Penalty: 2999.094727
	Iteration 27Q: 3 clusters Score -1306971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1306974.750000 Penalty: 2999.094727
	Iteration 28Q: 3 clusters Score -1306975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1306977.250000 Penalty: 2999.094727
	Iteration 29Q: 3 clusters Score -1306977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1306975.750000 Penalty: 2999.094727
	Iteration 30Q: 3 clusters Score -1306976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1306977.875000 Penalty: 2999.094727
	Iteration 31Q: 3 clusters Score -1306978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1306978.750000 Penalty: 2999.094727
	Iteration 32Q: 3 clusters Score -1306979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1306979.125000 Penalty: 2999.094727
	Iteration 33Q: 3 clusters Score -1306979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1306982.375000 Penalty: 2999.094727
	Iteration 34Q: 3 clusters Score -1306982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1306983.500000 Penalty: 2999.094727
	Iteration 35Q: 3 clusters Score -1306984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1306987.000000 Penalty: 2999.094727
	Iteration 36Q: 3 clusters Score -1306987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1306986.375000 Penalty: 2999.094727
	Iteration 37Q: 3 clusters Score -1306986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1306987.875000 Penalty: 2999.094727
	Iteration 38Q: 3 clusters Score -1306988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1306991.000000 Penalty: 2999.094727
	Iteration 39Q: 3 clusters Score -1306991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1306992.375000 Penalty: 2999.094727
	Iteration 40F: 3 clusters Score -1306992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1306994.750000 Penalty: 2999.094727
	Iteration 41Q: 3 clusters Score -1306995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1306995.750000 Penalty: 2999.094727
	Iteration 42Q: 3 clusters Score -1306996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1306999.500000 Penalty: 2999.094727
	Iteration 43Q: 3 clusters Score -1307000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1306996.500000 Penalty: 2999.094727
	Iteration 44Q: 3 clusters Score -1306996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1306998.250000 Penalty: 2999.094727
	Iteration 45Q: 3 clusters Score -1306998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1307000.125000 Penalty: 2999.094727
	Iteration 46Q: 3 clusters Score -1307000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1307002.250000 Penalty: 2999.094727
	Iteration 47Q: 3 clusters Score -1307002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1307001.500000 Penalty: 2999.094727
	Iteration 48Q: 3 clusters Score -1307002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1307002.875000 Penalty: 2999.094727
	Iteration 49Q: 3 clusters Score -1307003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1307008.625000 Penalty: 2999.094727
	Iteration 50Q: 3 clusters Score -1307009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1307007.750000 Penalty: 2999.094727
	Iteration 51Q: 3 clusters Score -1307008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1307005.625000 Penalty: 2999.094727
	Iteration 52Q: 3 clusters Score -1307006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1307009.375000 Penalty: 2999.094727
	Iteration 53Q: 3 clusters Score -1307009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1307011.500000 Penalty: 2999.094727
	Iteration 54Q: 3 clusters Score -1307012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1307016.000000 Penalty: 2999.094727
	Iteration 55Q: 3 clusters Score -1307016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1307019.750000 Penalty: 2999.094727
	Iteration 56Q: 3 clusters Score -1307020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1307029.125000 Penalty: 2999.094727
	Iteration 57Q: 3 clusters Score -1307029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1307034.750000 Penalty: 2999.094727
	Iteration 58Q: 3 clusters Score -1307035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1307039.750000 Penalty: 2999.094727
	Iteration 59Q: 3 clusters Score -1307040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1307043.625000 Penalty: 2999.094727
	Iteration 60F: 3 clusters Score -1307044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1307051.250000 Penalty: 2999.094727
	Iteration 61Q: 3 clusters Score -1307051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1307054.875000 Penalty: 2999.094727
	Iteration 62Q: 3 clusters Score -1307055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1307056.250000 Penalty: 2999.094727
	Iteration 63Q: 3 clusters Score -1307056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1307061.125000 Penalty: 2999.094727
	Iteration 64Q: 3 clusters Score -1307061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1307065.375000 Penalty: 2999.094727
	Iteration 65Q: 3 clusters Score -1307065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1307070.875000 Penalty: 2999.094727
	Iteration 66Q: 3 clusters Score -1307071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1307072.250000 Penalty: 2999.094727
	Iteration 67Q: 3 clusters Score -1307072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1307079.500000 Penalty: 2999.094727
	Iteration 68Q: 3 clusters Score -1307080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1307081.125000 Penalty: 2999.094727
	Iteration 69Q: 3 clusters Score -1307081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1307084.875000 Penalty: 2999.094727
	Iteration 70Q: 3 clusters Score -1307085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1307085.625000 Penalty: 2999.094727
	Iteration 71Q: 3 clusters Score -1307086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1307085.000000 Penalty: 2999.094727
	Iteration 72Q: 3 clusters Score -1307085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1307092.250000 Penalty: 2999.094727
	Iteration 73Q: 3 clusters Score -1307092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1307093.125000 Penalty: 2999.094727
	Iteration 74Q: 3 clusters Score -1307093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1307095.250000 Penalty: 2999.094727
	Iteration 75Q: 3 clusters Score -1307095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1307098.750000 Penalty: 2999.094727
	Iteration 76Q: 3 clusters Score -1307099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1307100.625000 Penalty: 2999.094727
	Iteration 77Q: 3 clusters Score -1307101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1307105.125000 Penalty: 2999.094727
	Iteration 78Q: 3 clusters Score -1307105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1307105.875000 Penalty: 2999.094727
	Iteration 79Q: 3 clusters Score -1307106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1307109.875000 Penalty: 2999.094727
	Iteration 80F: 3 clusters Score -1307110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1307112.750000 Penalty: 2999.094727
	Iteration 81Q: 3 clusters Score -1307113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1307116.625000 Penalty: 2999.094727
	Iteration 82Q: 3 clusters Score -1307117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1307120.375000 Penalty: 2999.094727
	Iteration 83Q: 3 clusters Score -1307120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1307126.750000 Penalty: 2999.094727
	Iteration 84Q: 3 clusters Score -1307127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1307134.250000 Penalty: 2999.094727
	Iteration 85Q: 3 clusters Score -1307134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1307138.625000 Penalty: 2999.094727
	Iteration 86Q: 3 clusters Score -1307139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1307143.875000 Penalty: 2999.094727
	Iteration 87Q: 3 clusters Score -1307144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1307149.625000 Penalty: 2999.094727
	Iteration 88Q: 3 clusters Score -1307150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1307158.625000 Penalty: 2999.094727
	Iteration 89Q: 3 clusters Score -1307159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1307163.750000 Penalty: 2999.094727
	Iteration 90Q: 3 clusters Score -1307164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1307173.875000 Penalty: 2999.094727
	Iteration 91Q: 3 clusters Score -1307174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1307184.500000 Penalty: 2999.094727
	Iteration 92Q: 3 clusters Score -1307184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1307197.875000 Penalty: 2999.094727
	Iteration 93Q: 3 clusters Score -1307198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1307209.375000 Penalty: 2999.094727
	Iteration 94Q: 3 clusters Score -1307209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1307228.375000 Penalty: 2999.094727
	Iteration 95Q: 3 clusters Score -1307228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1307245.125000 Penalty: 2999.094727
	Iteration 96Q: 3 clusters Score -1307245 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1307265.125000 Penalty: 2999.094727
	Iteration 97Q: 3 clusters Score -1307265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1307282.125000 Penalty: 2999.094727
	Iteration 98Q: 3 clusters Score -1307282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1307298.375000 Penalty: 2999.094727
	Iteration 99Q: 3 clusters Score -1307298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1307318.750000 Penalty: 2999.094727
	Iteration 100F: 3 clusters Score -1307319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1307348.625000 Penalty: 2999.094727
	Iteration 101Q: 3 clusters Score -1307349 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1307377.500000 Penalty: 2999.094727
	Iteration 102Q: 3 clusters Score -1307378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1307425.125000 Penalty: 2999.094727
	Iteration 103Q: 3 clusters Score -1307425 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1307482.250000 Penalty: 2999.094727
	Iteration 104Q: 3 clusters Score -1307482 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1307544.875000 Penalty: 2999.094727
	Iteration 105Q: 3 clusters Score -1307545 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1307615.375000 Penalty: 2999.094727
	Iteration 106Q: 3 clusters Score -1307615 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1307683.500000 Penalty: 2999.094727
	Iteration 107Q: 3 clusters Score -1307684 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1307734.500000 Penalty: 2999.094727
	Iteration 108Q: 3 clusters Score -1307734 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1307784.875000 Penalty: 2999.094727
	Iteration 109Q: 3 clusters Score -1307785 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1307825.375000 Penalty: 2999.094727
	Iteration 110Q: 3 clusters Score -1307825 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1307861.625000 Penalty: 2999.094727
	Iteration 111Q: 3 clusters Score -1307862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1307894.500000 Penalty: 2999.094727
	Iteration 112Q: 3 clusters Score -1307894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1307909.625000 Penalty: 2999.094727
	Iteration 113Q: 3 clusters Score -1307910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1307928.500000 Penalty: 2999.094727
	Iteration 114Q: 3 clusters Score -1307928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1307942.625000 Penalty: 2999.094727
	Iteration 115Q: 3 clusters Score -1307943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1307952.500000 Penalty: 2999.094727
	Iteration 116Q: 3 clusters Score -1307952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1307963.125000 Penalty: 2999.094727
	Iteration 117Q: 3 clusters Score -1307963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1307966.250000 Penalty: 2999.094727
	Iteration 118Q: 3 clusters Score -1307966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1307974.500000 Penalty: 2999.094727
	Iteration 119Q: 3 clusters Score -1307974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1307978.250000 Penalty: 2999.094727
	Iteration 120F: 3 clusters Score -1307978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1307979.875000 Penalty: 2999.094727
	Iteration 121Q: 3 clusters Score -1307980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1307981.250000 Penalty: 2999.094727
	Iteration 122Q: 3 clusters Score -1307981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1307982.375000 Penalty: 2999.094727
	Iteration 123Q: 3 clusters Score -1307982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1307983.250000 Penalty: 2999.094727
	Iteration 124Q: 3 clusters Score -1307983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1307984.875000 Penalty: 2999.094727
	Iteration 125Q: 3 clusters Score -1307985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1307985.500000 Penalty: 2999.094727
	Iteration 126Q: 3 clusters Score -1307986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1307985.125000 Penalty: 2999.094727
	Iteration 127Q: 3 clusters Score -1307985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1307987.000000 Penalty: 2999.094727
	Iteration 128Q: 3 clusters Score -1307987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1307990.375000 Penalty: 2999.094727
	Iteration 129Q: 3 clusters Score -1307990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1307993.500000 Penalty: 2999.094727
	Iteration 130Q: 3 clusters Score -1307994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1307995.750000 Penalty: 2999.094727
	Iteration 131Q: 3 clusters Score -1307996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1307994.875000 Penalty: 2999.094727
	Iteration 132Q: 3 clusters Score -1307995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1307995.625000 Penalty: 2999.094727
	Iteration 133Q: 3 clusters Score -1307996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1307996.250000 Penalty: 2999.094727
	Iteration 134Q: 3 clusters Score -1307996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1307998.750000 Penalty: 2999.094727
	Iteration 135Q: 3 clusters Score -1307999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1308000.500000 Penalty: 2999.094727
	Iteration 136Q: 3 clusters Score -1308000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1308001.625000 Penalty: 2999.094727
	Iteration 137Q: 3 clusters Score -1308002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1307998.500000 Penalty: 2999.094727
	Iteration 138Q: 3 clusters Score -1307998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1307999.625000 Penalty: 2999.094727
	Iteration 139Q: 3 clusters Score -1308000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1307998.750000 Penalty: 2999.094727
	Iteration 140F: 3 clusters Score -1307999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1307999.625000 Penalty: 2999.094727
	Iteration 141Q: 3 clusters Score -1308000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1307999.625000 Penalty: 2999.094727
	Iteration 142Q: 3 clusters Score -1308000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1307999.625000 Penalty: 2999.094727
	Iteration 143F: 3 clusters Score -1308000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Entering Unmasked Estep 
Score: -8863489.000000 Penalty: 1810.820801
	Iteration 0F: 2 clusters Score -8863489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -8819157.000000 Penalty: 3621.641602
	Iteration 0F: 3 clusters Score -8819157 nChanged 32788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -8838926.000000 Penalty: 3621.641602
	Iteration 1F: 3 clusters Score -8838926 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -8840344.000000 Penalty: 3621.641602
	Iteration 2Q: 3 clusters Score -8840344 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -8842296.000000 Penalty: 3621.641602
	Iteration 3F: 3 clusters Score -8842296 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -8844902.000000 Penalty: 3621.641602
	Iteration 4F: 3 clusters Score -8844902 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -8848012.000000 Penalty: 3621.641602
	Iteration 5F: 3 clusters Score -8848012 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -8851600.000000 Penalty: 3621.641602
	Iteration 6F: 3 clusters Score -8851600 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -8854416.000000 Penalty: 3621.641602
	Iteration 7F: 3 clusters Score -8854416 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -8855798.000000 Penalty: 3621.641602
	Iteration 8Q: 3 clusters Score -8855798 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -8856444.000000 Penalty: 3621.641602
	Iteration 9Q: 3 clusters Score -8856444 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -8856746.000000 Penalty: 3621.641602
	Iteration 10Q: 3 clusters Score -8856746 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -8856968.000000 Penalty: 3621.641602
	Iteration 11Q: 3 clusters Score -8856968 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -8857100.000000 Penalty: 3621.641602
	Iteration 12Q: 3 clusters Score -8857100 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -8857189.000000 Penalty: 3621.641602
	Iteration 13Q: 3 clusters Score -8857189 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -8857303.000000 Penalty: 3621.641602
	Iteration 14Q: 3 clusters Score -8857303 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -8857370.000000 Penalty: 3621.641602
	Iteration 15Q: 3 clusters Score -8857370 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -8857453.000000 Penalty: 3621.641602
	Iteration 16Q: 3 clusters Score -8857453 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -8857534.000000 Penalty: 3621.641602
	Iteration 17Q: 3 clusters Score -8857534 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -8857626.000000 Penalty: 3621.641602
	Iteration 18Q: 3 clusters Score -8857626 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -8857691.000000 Penalty: 3621.641602
	Iteration 19Q: 3 clusters Score -8857691 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -8857752.000000 Penalty: 3621.641602
	Iteration 20F: 3 clusters Score -8857752 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -8857850.000000 Penalty: 3621.641602
	Iteration 21Q: 3 clusters Score -8857850 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -8857903.000000 Penalty: 3621.641602
	Iteration 22Q: 3 clusters Score -8857903 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -8857930.000000 Penalty: 3621.641602
	Iteration 23Q: 3 clusters Score -8857930 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -8857933.000000 Penalty: 3621.641602
	Iteration 24Q: 3 clusters Score -8857933 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -8857975.000000 Penalty: 3621.641602
	Iteration 25Q: 3 clusters Score -8857975 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -8857993.000000 Penalty: 3621.641602
	Iteration 26Q: 3 clusters Score -8857993 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -8858008.000000 Penalty: 3621.641602
	Iteration 27Q: 3 clusters Score -8858008 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -8858006.000000 Penalty: 3621.641602
	Iteration 28Q: 3 clusters Score -8858006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -8858007.000000 Penalty: 3621.641602
	Iteration 29Q: 3 clusters Score -8858007 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -8858019.000000 Penalty: 3621.641602
	Iteration 30Q: 3 clusters Score -8858019 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -8858023.000000 Penalty: 3621.641602
	Iteration 31Q: 3 clusters Score -8858023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -8858029.000000 Penalty: 3621.641602
	Iteration 32Q: 3 clusters Score -8858029 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -8858048.000000 Penalty: 3621.641602
	Iteration 33Q: 3 clusters Score -8858048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -8858061.000000 Penalty: 3621.641602
	Iteration 34Q: 3 clusters Score -8858061 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -8858069.000000 Penalty: 3621.641602
	Iteration 35Q: 3 clusters Score -8858069 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -8858091.000000 Penalty: 3621.641602
	Iteration 36Q: 3 clusters Score -8858091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -8858071.000000 Penalty: 3621.641602
	Iteration 37Q: 3 clusters Score -8858071 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -8858094.000000 Penalty: 3621.641602
	Iteration 38Q: 3 clusters Score -8858094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -8858110.000000 Penalty: 3621.641602
	Iteration 39Q: 3 clusters Score -8858110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -8858114.000000 Penalty: 3621.641602
	Iteration 40F: 3 clusters Score -8858114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -8858105.000000 Penalty: 3621.641602
	Iteration 41Q: 3 clusters Score -8858105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -8858097.000000 Penalty: 3621.641602
	Iteration 42Q: 3 clusters Score -8858097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -8858102.000000 Penalty: 3621.641602
	Iteration 43Q: 3 clusters Score -8858102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -8858083.000000 Penalty: 3621.641602
	Iteration 44Q: 3 clusters Score -8858083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -8858087.000000 Penalty: 3621.641602
	Iteration 45Q: 3 clusters Score -8858087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8858087 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -8858075.000000 Penalty: 3621.641602
	Iteration 47Q: 3 clusters Score -8858075 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -8858070.000000 Penalty: 3621.641602
	Iteration 48Q: 3 clusters Score -8858070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -8858084.000000 Penalty: 3621.641602
	Iteration 49Q: 3 clusters Score -8858084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -8858088.000000 Penalty: 3621.641602
	Iteration 50Q: 3 clusters Score -8858088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -8858106.000000 Penalty: 3621.641602
	Iteration 51Q: 3 clusters Score -8858106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -8858107.000000 Penalty: 3621.641602
	Iteration 52Q: 3 clusters Score -8858107 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -8858097.000000 Penalty: 3621.641602
	Iteration 53Q: 3 clusters Score -8858097 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -8858070.000000 Penalty: 3621.641602
	Iteration 54Q: 3 clusters Score -8858070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -8858064.000000 Penalty: 3621.641602
	Iteration 55Q: 3 clusters Score -8858064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -8858063.000000 Penalty: 3621.641602
	Iteration 56Q: 3 clusters Score -8858063 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -8858065.000000 Penalty: 3621.641602
	Iteration 57Q: 3 clusters Score -8858065 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -8858064.000000 Penalty: 3621.641602
	Iteration 58Q: 3 clusters Score -8858064 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -8858080.000000 Penalty: 3621.641602
	Iteration 59Q: 3 clusters Score -8858080 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8858076.000000 Penalty: 3621.641602
	Iteration 60F: 3 clusters Score -8858076 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -8858073.000000 Penalty: 3621.641602
	Iteration 61Q: 3 clusters Score -8858073 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -8858062.000000 Penalty: 3621.641602
	Iteration 62Q: 3 clusters Score -8858062 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -8858056.000000 Penalty: 3621.641602
	Iteration 63Q: 3 clusters Score -8858056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -8858047.000000 Penalty: 3621.641602
	Iteration 64Q: 3 clusters Score -8858047 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -8858060.000000 Penalty: 3621.641602
	Iteration 65Q: 3 clusters Score -8858060 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -8858061.000000 Penalty: 3621.641602
	Iteration 66Q: 3 clusters Score -8858061 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -8858070.000000 Penalty: 3621.641602
	Iteration 67Q: 3 clusters Score -8858070 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -8858065.000000 Penalty: 3621.641602
	Iteration 68Q: 3 clusters Score -8858065 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -8858089.000000 Penalty: 3621.641602
	Iteration 69Q: 3 clusters Score -8858089 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -8858076.000000 Penalty: 3621.641602
	Iteration 70Q: 3 clusters Score -8858076 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -8858097.000000 Penalty: 3621.641602
	Iteration 71Q: 3 clusters Score -8858097 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -8858114.000000 Penalty: 3621.641602
	Iteration 72Q: 3 clusters Score -8858114 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -8858115.000000 Penalty: 3621.641602
	Iteration 73Q: 3 clusters Score -8858115 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -8858177.000000 Penalty: 3621.641602
	Iteration 74Q: 3 clusters Score -8858177 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -8858243.000000 Penalty: 3621.641602
	Iteration 75Q: 3 clusters Score -8858243 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -8858267.000000 Penalty: 3621.641602
	Iteration 76Q: 3 clusters Score -8858267 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -8858297.000000 Penalty: 3621.641602
	Iteration 77Q: 3 clusters Score -8858297 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -8858340.000000 Penalty: 3621.641602
	Iteration 78Q: 3 clusters Score -8858340 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -8858393.000000 Penalty: 3621.641602
	Iteration 79Q: 3 clusters Score -8858393 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -8858491.000000 Penalty: 3621.641602
	Iteration 80F: 3 clusters Score -8858491 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -8858593.000000 Penalty: 3621.641602
	Iteration 81Q: 3 clusters Score -8858593 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -8858686.000000 Penalty: 3621.641602
	Iteration 82Q: 3 clusters Score -8858686 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -8858748.000000 Penalty: 3621.641602
	Iteration 83Q: 3 clusters Score -8858748 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -8858815.000000 Penalty: 3621.641602
	Iteration 84Q: 3 clusters Score -8858815 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -8858907.000000 Penalty: 3621.641602
	Iteration 85Q: 3 clusters Score -8858907 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -8858933.000000 Penalty: 3621.641602
	Iteration 86Q: 3 clusters Score -8858933 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -8858966.000000 Penalty: 3621.641602
	Iteration 87Q: 3 clusters Score -8858966 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -8859037.000000 Penalty: 3621.641602
	Iteration 88Q: 3 clusters Score -8859037 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -8859046.000000 Penalty: 3621.641602
	Iteration 89Q: 3 clusters Score -8859046 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -8859097.000000 Penalty: 3621.641602
	Iteration 90Q: 3 clusters Score -8859097 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -8859144.000000 Penalty: 3621.641602
	Iteration 91Q: 3 clusters Score -8859144 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -8859167.000000 Penalty: 3621.641602
	Iteration 92Q: 3 clusters Score -8859167 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -8859169.000000 Penalty: 3621.641602
	Iteration 93Q: 3 clusters Score -8859169 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -8859210.000000 Penalty: 3621.641602
	Iteration 94Q: 3 clusters Score -8859210 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -8859245.000000 Penalty: 3621.641602
	Iteration 95Q: 3 clusters Score -8859245 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -8859291.000000 Penalty: 3621.641602
	Iteration 96Q: 3 clusters Score -8859291 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -8859328.000000 Penalty: 3621.641602
	Iteration 97Q: 3 clusters Score -8859328 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -8859370.000000 Penalty: 3621.641602
	Iteration 98Q: 3 clusters Score -8859370 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -8859453.000000 Penalty: 3621.641602
	Iteration 99Q: 3 clusters Score -8859453 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -8859487.000000 Penalty: 3621.641602
	Iteration 100F: 3 clusters Score -8859487 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -8859512.000000 Penalty: 3621.641602
	Iteration 101Q: 3 clusters Score -8859512 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -8859584.000000 Penalty: 3621.641602
	Iteration 102Q: 3 clusters Score -8859584 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -8859613.000000 Penalty: 3621.641602
	Iteration 103Q: 3 clusters Score -8859613 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -8859645.000000 Penalty: 3621.641602
	Iteration 104Q: 3 clusters Score -8859645 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -8859677.000000 Penalty: 3621.641602
	Iteration 105Q: 3 clusters Score -8859677 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -8859701.000000 Penalty: 3621.641602
	Iteration 106Q: 3 clusters Score -8859701 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -8859753.000000 Penalty: 3621.641602
	Iteration 107Q: 3 clusters Score -8859753 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -8859801.000000 Penalty: 3621.641602
	Iteration 108Q: 3 clusters Score -8859801 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -8859860.000000 Penalty: 3621.641602
	Iteration 109Q: 3 clusters Score -8859860 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -8859928.000000 Penalty: 3621.641602
	Iteration 110Q: 3 clusters Score -8859928 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -8859996.000000 Penalty: 3621.641602
	Iteration 111Q: 3 clusters Score -8859996 nChanged 227
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Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -8860019.000000 Penalty: 3621.641602
	Iteration 112Q: 3 clusters Score -8860019 nChanged 248
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Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -8860065.000000 Penalty: 3621.641602
	Iteration 113Q: 3 clusters Score -8860065 nChanged 238
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Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -8860114.000000 Penalty: 3621.641602
	Iteration 114Q: 3 clusters Score -8860114 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -8860212.000000 Penalty: 3621.641602
	Iteration 115Q: 3 clusters Score -8860212 nChanged 247
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Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -8860281.000000 Penalty: 3621.641602
	Iteration 116Q: 3 clusters Score -8860281 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -8860352.000000 Penalty: 3621.641602
	Iteration 117Q: 3 clusters Score -8860352 nChanged 249
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Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -8860390.000000 Penalty: 3621.641602
	Iteration 118Q: 3 clusters Score -8860390 nChanged 263
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Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -8860439.000000 Penalty: 3621.641602
	Iteration 119Q: 3 clusters Score -8860439 nChanged 259
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Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -8860496.000000 Penalty: 3621.641602
	Iteration 120F: 3 clusters Score -8860496 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -8860587.000000 Penalty: 3621.641602
	Iteration 121Q: 3 clusters Score -8860587 nChanged 251
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Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -8860649.000000 Penalty: 3621.641602
	Iteration 122Q: 3 clusters Score -8860649 nChanged 289
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Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -8860715.000000 Penalty: 3621.641602
	Iteration 123Q: 3 clusters Score -8860715 nChanged 298
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Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -8860793.000000 Penalty: 3621.641602
	Iteration 124Q: 3 clusters Score -8860793 nChanged 328
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Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -8860867.000000 Penalty: 3621.641602
	Iteration 125Q: 3 clusters Score -8860867 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -8860946.000000 Penalty: 3621.641602
	Iteration 126Q: 3 clusters Score -8860946 nChanged 322
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Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -8861044.000000 Penalty: 3621.641602
	Iteration 127Q: 3 clusters Score -8861044 nChanged 296
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Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -8861136.000000 Penalty: 3621.641602
	Iteration 128Q: 3 clusters Score -8861136 nChanged 282
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Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -8861222.000000 Penalty: 3621.641602
	Iteration 129Q: 3 clusters Score -8861222 nChanged 248
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Mstep: Class 1 contains 60481 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8861301 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8861371 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8861439 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8861470 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8861512 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8861541 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8861603 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8861640 nChanged 149
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Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8861669 nChanged 131
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Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8861676 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8861691 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8861724 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8861781 nChanged 118
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Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8861817 nChanged 109
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Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8861839 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8861871 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8861908 nChanged 101
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Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8861922 nChanged 99
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Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8861963 nChanged 108
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Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8862001 nChanged 102
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Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8862017 nChanged 116
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Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8862060 nChanged 109
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Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8862093 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8862124 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8862146 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8862175 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8862184 nChanged 66
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Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8862210 nChanged 65
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Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8862198 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8862242 nChanged 66
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Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8862215 nChanged 69
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Mstep: Class 1 contains 64172 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8862238 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8862251 nChanged 54
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Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8862283 nChanged 56
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Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8862302 nChanged 60
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Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8862329 nChanged 43
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Mstep: Class 1 contains 64440 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8862334 nChanged 42
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Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8862349 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8862369 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8862388 nChanged 45
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Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8862399 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8862400 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8862417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8862426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8862441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8862450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8862467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8862467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -8862478.000000 Penalty: 3621.641602
	Iteration 178Q: 3 clusters Score -8862478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8862494.000000 Penalty: 3621.641602
	Iteration 179Q: 3 clusters Score -8862494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -8862496.000000 Penalty: 3621.641602
	Iteration 180F: 3 clusters Score -8862496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -8862489.000000 Penalty: 3621.641602
	Iteration 181Q: 3 clusters Score -8862489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -8862503.000000 Penalty: 3621.641602
	Iteration 182Q: 3 clusters Score -8862503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8862502.000000 Penalty: 3621.641602
	Iteration 183Q: 3 clusters Score -8862502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -8862492.000000 Penalty: 3621.641602
	Iteration 184Q: 3 clusters Score -8862492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -8862487.000000 Penalty: 3621.641602
	Iteration 185Q: 3 clusters Score -8862487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8862492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8862503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -8862497.000000 Penalty: 3621.641602
	Iteration 188Q: 3 clusters Score -8862497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8862514.000000 Penalty: 3621.641602
	Iteration 189Q: 3 clusters Score -8862514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8862512.000000 Penalty: 3621.641602
	Iteration 190Q: 3 clusters Score -8862512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8862516.000000 Penalty: 3621.641602
	Iteration 191Q: 3 clusters Score -8862516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8862516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -8862514.000000 Penalty: 3621.641602
	Iteration 193Q: 3 clusters Score -8862514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8862501.000000 Penalty: 3621.641602
	Iteration 194Q: 3 clusters Score -8862501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -8862509.000000 Penalty: 3621.641602
	Iteration 195Q: 3 clusters Score -8862509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8862517.000000 Penalty: 3621.641602
	Iteration 196Q: 3 clusters Score -8862517 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8862516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -8862517.000000 Penalty: 3621.641602
	Iteration 198Q: 3 clusters Score -8862517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8862534.000000 Penalty: 3621.641602
	Iteration 199Q: 3 clusters Score -8862534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8862527.000000 Penalty: 3621.641602
	Iteration 200F: 3 clusters Score -8862527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -8862523.000000 Penalty: 3621.641602
	Iteration 201Q: 3 clusters Score -8862523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -8862516.000000 Penalty: 3621.641602
	Iteration 202Q: 3 clusters Score -8862516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -8862515.000000 Penalty: 3621.641602
	Iteration 203Q: 3 clusters Score -8862515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8862510.000000 Penalty: 3621.641602
	Iteration 204Q: 3 clusters Score -8862510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8862516.000000 Penalty: 3621.641602
	Iteration 205Q: 3 clusters Score -8862516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -8862518.000000 Penalty: 3621.641602
	Iteration 206Q: 3 clusters Score -8862518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -8862514.000000 Penalty: 3621.641602
	Iteration 207Q: 3 clusters Score -8862514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -8862523.000000 Penalty: 3621.641602
	Iteration 208Q: 3 clusters Score -8862523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -8862521.000000 Penalty: 3621.641602
	Iteration 209Q: 3 clusters Score -8862521 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -8862532.000000 Penalty: 3621.641602
	Iteration 210Q: 3 clusters Score -8862532 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8862526.000000 Penalty: 3621.641602
	Iteration 211Q: 3 clusters Score -8862526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8862535.000000 Penalty: 3621.641602
	Iteration 212Q: 3 clusters Score -8862535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8862551.000000 Penalty: 3621.641602
	Iteration 213Q: 3 clusters Score -8862551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -8862545.000000 Penalty: 3621.641602
	Iteration 214Q: 3 clusters Score -8862545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -8862547.000000 Penalty: 3621.641602
	Iteration 215Q: 3 clusters Score -8862547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8862560.000000 Penalty: 3621.641602
	Iteration 216Q: 3 clusters Score -8862560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8862560 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8862562.000000 Penalty: 3621.641602
	Iteration 218Q: 3 clusters Score -8862562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8862572.000000 Penalty: 3621.641602
	Iteration 219Q: 3 clusters Score -8862572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8862564.000000 Penalty: 3621.641602
	Iteration 220F: 3 clusters Score -8862564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -8862565.000000 Penalty: 3621.641602
	Iteration 221Q: 3 clusters Score -8862565 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8862568 nChanged 0
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Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
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	Iteration 223F: 3 clusters Score -8862568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Entering Unmasked Estep 
Score: -4935448.000000 Penalty: 1717.049561
	Iteration 0F: 2 clusters Score -4935448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4909477.000000 Penalty: 3434.099121
	Iteration 0F: 3 clusters Score -4909477 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4919531.000000 Penalty: 3434.099121
	Iteration 1F: 3 clusters Score -4919531 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4919979.000000 Penalty: 3434.099121
	Iteration 2Q: 3 clusters Score -4919979 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4920439.000000 Penalty: 3434.099121
	Iteration 3Q: 3 clusters Score -4920439 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4920949.500000 Penalty: 3434.099121
	Iteration 4Q: 3 clusters Score -4920950 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -4921563.500000 Penalty: 3434.099121
	Iteration 5Q: 3 clusters Score -4921564 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -4922473.500000 Penalty: 3434.099121
	Iteration 6Q: 3 clusters Score -4922474 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4923744.500000 Penalty: 3434.099121
	Iteration 7F: 3 clusters Score -4923744 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4925418.000000 Penalty: 3434.099121
	Iteration 8F: 3 clusters Score -4925418 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4927109.000000 Penalty: 3434.099121
	Iteration 9F: 3 clusters Score -4927109 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -4928611.000000 Penalty: 3434.099121
	Iteration 10F: 3 clusters Score -4928611 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4929766.000000 Penalty: 3434.099121
	Iteration 11Q: 3 clusters Score -4929766 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -4930672.500000 Penalty: 3434.099121
	Iteration 12Q: 3 clusters Score -4930672 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4931367.000000 Penalty: 3434.099121
	Iteration 13Q: 3 clusters Score -4931367 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4931842.500000 Penalty: 3434.099121
	Iteration 14Q: 3 clusters Score -4931842 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -4932232.500000 Penalty: 3434.099121
	Iteration 15Q: 3 clusters Score -4932232 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4932543.000000 Penalty: 3434.099121
	Iteration 16Q: 3 clusters Score -4932543 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4932834.000000 Penalty: 3434.099121
	Iteration 17Q: 3 clusters Score -4932834 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4933089.000000 Penalty: 3434.099121
	Iteration 18Q: 3 clusters Score -4933089 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4933309.000000 Penalty: 3434.099121
	Iteration 19Q: 3 clusters Score -4933309 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -4933504.000000 Penalty: 3434.099121
	Iteration 20F: 3 clusters Score -4933504 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -4933624.000000 Penalty: 3434.099121
	Iteration 21Q: 3 clusters Score -4933624 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4933741.000000 Penalty: 3434.099121
	Iteration 22Q: 3 clusters Score -4933741 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4933814.500000 Penalty: 3434.099121
	Iteration 23Q: 3 clusters Score -4933814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4933887.000000 Penalty: 3434.099121
	Iteration 24Q: 3 clusters Score -4933887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4933936.000000 Penalty: 3434.099121
	Iteration 25Q: 3 clusters Score -4933936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4933966.000000 Penalty: 3434.099121
	Iteration 26Q: 3 clusters Score -4933966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -4933986.500000 Penalty: 3434.099121
	Iteration 27Q: 3 clusters Score -4933986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4934011.500000 Penalty: 3434.099121
	Iteration 28Q: 3 clusters Score -4934012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4934033.500000 Penalty: 3434.099121
	Iteration 29Q: 3 clusters Score -4934034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4934041.500000 Penalty: 3434.099121
	Iteration 30Q: 3 clusters Score -4934042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4934051.500000 Penalty: 3434.099121
	Iteration 31Q: 3 clusters Score -4934052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -4934060.500000 Penalty: 3434.099121
	Iteration 32Q: 3 clusters Score -4934060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -4934067.500000 Penalty: 3434.099121
	Iteration 33Q: 3 clusters Score -4934068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -4934071.500000 Penalty: 3434.099121
	Iteration 34Q: 3 clusters Score -4934072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -4934070.500000 Penalty: 3434.099121
	Iteration 35Q: 3 clusters Score -4934070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4934072.000000 Penalty: 3434.099121
	Iteration 36Q: 3 clusters Score -4934072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -4934074.000000 Penalty: 3434.099121
	Iteration 37Q: 3 clusters Score -4934074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4934077.000000 Penalty: 3434.099121
	Iteration 38Q: 3 clusters Score -4934077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4934077.000000 Penalty: 3434.099121
	Iteration 39F: 3 clusters Score -4934077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -86097.890625 Penalty: 1077.271484
	Iteration 0F: 2 clusters Score -86097.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84897.601562 Penalty: 2154.542969
	Iteration 0F: 3 clusters Score -84897.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85341.226562 Penalty: 2154.542969
	Iteration 1F: 3 clusters Score -85341.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85598.414062 Penalty: 2154.542969
	Iteration 2F: 3 clusters Score -85598.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85709.812500 Penalty: 2154.542969
	Iteration 3F: 3 clusters Score -85709.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85777.820312 Penalty: 2154.542969
	Iteration 4Q: 3 clusters Score -85777.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -85805.750000 Penalty: 2154.542969
	Iteration 5Q: 3 clusters Score -85805.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85838.734375 Penalty: 2154.542969
	Iteration 6Q: 3 clusters Score -85838.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -85856.703125 Penalty: 2154.542969
	Iteration 7Q: 3 clusters Score -85856.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85865.718750 Penalty: 2154.542969
	Iteration 8Q: 3 clusters Score -85865.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85878.593750 Penalty: 2154.542969
	Iteration 9Q: 3 clusters Score -85878.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85887.664062 Penalty: 2154.542969
	Iteration 10Q: 3 clusters Score -85887.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85893.132812 Penalty: 2154.542969
	Iteration 11Q: 3 clusters Score -85893.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85902.179688 Penalty: 2154.542969
	Iteration 12Q: 3 clusters Score -85902.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -85914.140625 Penalty: 2154.542969
	Iteration 13Q: 3 clusters Score -85914.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -85919.078125 Penalty: 2154.542969
	Iteration 14Q: 3 clusters Score -85919.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85935.140625 Penalty: 2154.542969
	Iteration 15Q: 3 clusters Score -85935.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85952.351562 Penalty: 2154.542969
	Iteration 16Q: 3 clusters Score -85952.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85964.726562 Penalty: 2154.542969
	Iteration 17Q: 3 clusters Score -85964.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85970.937500 Penalty: 2154.542969
	Iteration 18Q: 3 clusters Score -85970.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85974.875000 Penalty: 2154.542969
	Iteration 19Q: 3 clusters Score -85974.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85978.648438 Penalty: 2154.542969
	Iteration 20F: 3 clusters Score -85978.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85985.734375 Penalty: 2154.542969
	Iteration 21Q: 3 clusters Score -85985.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85989.664062 Penalty: 2154.542969
	Iteration 22Q: 3 clusters Score -85989.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85990.609375 Penalty: 2154.542969
	Iteration 23Q: 3 clusters Score -85990.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85994.625000 Penalty: 2154.542969
	Iteration 24Q: 3 clusters Score -85994.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85995.656250 Penalty: 2154.542969
	Iteration 25Q: 3 clusters Score -85995.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86007.343750 Penalty: 2154.542969
	Iteration 26Q: 3 clusters Score -86007.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86023.726562 Penalty: 2154.542969
	Iteration 27Q: 3 clusters Score -86023.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86040.765625 Penalty: 2154.542969
	Iteration 28Q: 3 clusters Score -86040.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86045.546875 Penalty: 2154.542969
	Iteration 29Q: 3 clusters Score -86045.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86048.570312 Penalty: 2154.542969
	Iteration 30Q: 3 clusters Score -86048.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86050.179688 Penalty: 2154.542969
	Iteration 31Q: 3 clusters Score -86050.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86050.179688 Penalty: 2154.542969
	Iteration 32F: 3 clusters Score -86050.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -804691.375000 Penalty: 1421.985962
	Iteration 0F: 2 clusters Score -804691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -799882.437500 Penalty: 2843.971924
	Iteration 0F: 3 clusters Score -799882.4 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -801250.125000 Penalty: 2843.971924
	Iteration 1F: 3 clusters Score -801250.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -801407.375000 Penalty: 2843.971924
	Iteration 2F: 3 clusters Score -801407.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -801506.312500 Penalty: 2843.971924
	Iteration 3Q: 3 clusters Score -801506.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -801583.625000 Penalty: 2843.971924
	Iteration 4Q: 3 clusters Score -801583.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -801636.687500 Penalty: 2843.971924
	Iteration 5Q: 3 clusters Score -801636.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -801671.750000 Penalty: 2843.971924
	Iteration 6Q: 3 clusters Score -801671.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -801696.500000 Penalty: 2843.971924
	Iteration 7Q: 3 clusters Score -801696.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -801719.375000 Penalty: 2843.971924
	Iteration 8Q: 3 clusters Score -801719.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -801741.250000 Penalty: 2843.971924
	Iteration 9Q: 3 clusters Score -801741.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -801761.687500 Penalty: 2843.971924
	Iteration 10Q: 3 clusters Score -801761.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -801778.500000 Penalty: 2843.971924
	Iteration 11Q: 3 clusters Score -801778.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -801793.187500 Penalty: 2843.971924
	Iteration 12Q: 3 clusters Score -801793.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -801808.937500 Penalty: 2843.971924
	Iteration 13Q: 3 clusters Score -801808.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -801828.312500 Penalty: 2843.971924
	Iteration 14Q: 3 clusters Score -801828.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -801847.375000 Penalty: 2843.971924
	Iteration 15Q: 3 clusters Score -801847.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -801872.312500 Penalty: 2843.971924
	Iteration 16Q: 3 clusters Score -801872.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -801902.875000 Penalty: 2843.971924
	Iteration 17Q: 3 clusters Score -801902.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -801938.937500 Penalty: 2843.971924
	Iteration 18Q: 3 clusters Score -801938.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -801978.437500 Penalty: 2843.971924
	Iteration 19Q: 3 clusters Score -801978.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -802029.375000 Penalty: 2843.971924
	Iteration 20F: 3 clusters Score -802029.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -802081.562500 Penalty: 2843.971924
	Iteration 21Q: 3 clusters Score -802081.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -802144.437500 Penalty: 2843.971924
	Iteration 22Q: 3 clusters Score -802144.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -802229.062500 Penalty: 2843.971924
	Iteration 23Q: 3 clusters Score -802229.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -802340.312500 Penalty: 2843.971924
	Iteration 24Q: 3 clusters Score -802340.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -802479.437500 Penalty: 2843.971924
	Iteration 25Q: 3 clusters Score -802479.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -802634.562500 Penalty: 2843.971924
	Iteration 26Q: 3 clusters Score -802634.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -802797.750000 Penalty: 2843.971924
	Iteration 27Q: 3 clusters Score -802797.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -802952.812500 Penalty: 2843.971924
	Iteration 28Q: 3 clusters Score -802952.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -803079.937500 Penalty: 2843.971924
	Iteration 29Q: 3 clusters Score -803079.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -803173.312500 Penalty: 2843.971924
	Iteration 30Q: 3 clusters Score -803173.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -803236.187500 Penalty: 2843.971924
	Iteration 31Q: 3 clusters Score -803236.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -803278.750000 Penalty: 2843.971924
	Iteration 32Q: 3 clusters Score -803278.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -803316.812500 Penalty: 2843.971924
	Iteration 33Q: 3 clusters Score -803316.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -803341.937500 Penalty: 2843.971924
	Iteration 34Q: 3 clusters Score -803341.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -803369.000000 Penalty: 2843.971924
	Iteration 35Q: 3 clusters Score -803369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -803386.312500 Penalty: 2843.971924
	Iteration 36Q: 3 clusters Score -803386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -803394.625000 Penalty: 2843.971924
	Iteration 37Q: 3 clusters Score -803394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -803408.812500 Penalty: 2843.971924
	Iteration 38Q: 3 clusters Score -803408.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -803414.000000 Penalty: 2843.971924
	Iteration 39Q: 3 clusters Score -803414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -803426.562500 Penalty: 2843.971924
	Iteration 40F: 3 clusters Score -803426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -803437.312500 Penalty: 2843.971924
	Iteration 41Q: 3 clusters Score -803437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -803443.562500 Penalty: 2843.971924
	Iteration 42Q: 3 clusters Score -803443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -803446.375000 Penalty: 2843.971924
	Iteration 43Q: 3 clusters Score -803446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -803446.375000 Penalty: 2843.971924
	Iteration 44F: 3 clusters Score -803446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Entering Unmasked Estep 
Score: -417734.593750 Penalty: 1326.177124
	Iteration 0F: 2 clusters Score -417734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -414668.437500 Penalty: 2652.354248
	Iteration 0F: 3 clusters Score -414668.4 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -415459.312500 Penalty: 2652.354248
	Iteration 1F: 3 clusters Score -415459.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -415662.500000 Penalty: 2652.354248
	Iteration 2F: 3 clusters Score -415662.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -415785.093750 Penalty: 2652.354248
	Iteration 3F: 3 clusters Score -415785.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -415878.968750 Penalty: 2652.354248
	Iteration 4Q: 3 clusters Score -415879 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -415937.125000 Penalty: 2652.354248
	Iteration 5Q: 3 clusters Score -415937.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -415994.687500 Penalty: 2652.354248
	Iteration 6Q: 3 clusters Score -415994.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -416034.281250 Penalty: 2652.354248
	Iteration 7Q: 3 clusters Score -416034.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -416074.750000 Penalty: 2652.354248
	Iteration 8Q: 3 clusters Score -416074.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -416119.656250 Penalty: 2652.354248
	Iteration 9Q: 3 clusters Score -416119.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -416161.812500 Penalty: 2652.354248
	Iteration 10Q: 3 clusters Score -416161.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -416198.125000 Penalty: 2652.354248
	Iteration 11Q: 3 clusters Score -416198.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -416231.375000 Penalty: 2652.354248
	Iteration 12Q: 3 clusters Score -416231.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -416271.718750 Penalty: 2652.354248
	Iteration 13Q: 3 clusters Score -416271.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -416304.343750 Penalty: 2652.354248
	Iteration 14Q: 3 clusters Score -416304.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -416348.375000 Penalty: 2652.354248
	Iteration 15Q: 3 clusters Score -416348.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -416393.406250 Penalty: 2652.354248
	Iteration 16Q: 3 clusters Score -416393.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -416446.562500 Penalty: 2652.354248
	Iteration 17Q: 3 clusters Score -416446.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -416516.281250 Penalty: 2652.354248
	Iteration 18Q: 3 clusters Score -416516.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -416589.125000 Penalty: 2652.354248
	Iteration 19Q: 3 clusters Score -416589.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -416664.843750 Penalty: 2652.354248
	Iteration 20F: 3 clusters Score -416664.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -416713.531250 Penalty: 2652.354248
	Iteration 21Q: 3 clusters Score -416713.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -416761.312500 Penalty: 2652.354248
	Iteration 22Q: 3 clusters Score -416761.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -416789.093750 Penalty: 2652.354248
	Iteration 23Q: 3 clusters Score -416789.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -416808.281250 Penalty: 2652.354248
	Iteration 24Q: 3 clusters Score -416808.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -416823.937500 Penalty: 2652.354248
	Iteration 25Q: 3 clusters Score -416823.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -416837.000000 Penalty: 2652.354248
	Iteration 26Q: 3 clusters Score -416837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -416843.406250 Penalty: 2652.354248
	Iteration 27Q: 3 clusters Score -416843.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -416851.125000 Penalty: 2652.354248
	Iteration 28Q: 3 clusters Score -416851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -416857.468750 Penalty: 2652.354248
	Iteration 29Q: 3 clusters Score -416857.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -416861.281250 Penalty: 2652.354248
	Iteration 30Q: 3 clusters Score -416861.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -416862.812500 Penalty: 2652.354248
	Iteration 31Q: 3 clusters Score -416862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -416863.875000 Penalty: 2652.354248
	Iteration 32Q: 3 clusters Score -416863.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -416863.875000 Penalty: 2652.354248
	Iteration 33F: 3 clusters Score -416863.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Entering Unmasked Estep 
Score: -6023898.500000 Penalty: 1746.721436
	Iteration 0F: 2 clusters Score -6023898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5992919.500000 Penalty: 3493.442871
	Iteration 0F: 3 clusters Score -5992920 nChanged 21847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6005475.500000 Penalty: 3493.442871
	Iteration 1F: 3 clusters Score -6005476 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6006065.000000 Penalty: 3493.442871
	Iteration 2Q: 3 clusters Score -6006065 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -6006891.500000 Penalty: 3493.442871
	Iteration 3Q: 3 clusters Score -6006892 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -6008065.000000 Penalty: 3493.442871
	Iteration 4F: 3 clusters Score -6008065 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -6009772.500000 Penalty: 3493.442871
	Iteration 5F: 3 clusters Score -6009772 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -6012176.500000 Penalty: 3493.442871
	Iteration 6F: 3 clusters Score -6012176 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -6015376.500000 Penalty: 3493.442871
	Iteration 7F: 3 clusters Score -6015376 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -6018503.000000 Penalty: 3493.442871
	Iteration 8F: 3 clusters Score -6018503 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -6020673.000000 Penalty: 3493.442871
	Iteration 9F: 3 clusters Score -6020673 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -6021712.000000 Penalty: 3493.442871
	Iteration 10Q: 3 clusters Score -6021712 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -6022065.500000 Penalty: 3493.442871
	Iteration 11Q: 3 clusters Score -6022066 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6022241.500000 Penalty: 3493.442871
	Iteration 12Q: 3 clusters Score -6022242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -6022327.000000 Penalty: 3493.442871
	Iteration 13Q: 3 clusters Score -6022327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -6022373.500000 Penalty: 3493.442871
	Iteration 14Q: 3 clusters Score -6022374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -6022406.500000 Penalty: 3493.442871
	Iteration 15Q: 3 clusters Score -6022406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -6022421.500000 Penalty: 3493.442871
	Iteration 16Q: 3 clusters Score -6022422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -6022427.000000 Penalty: 3493.442871
	Iteration 17Q: 3 clusters Score -6022427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -6022443.000000 Penalty: 3493.442871
	Iteration 18Q: 3 clusters Score -6022443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -6022457.000000 Penalty: 3493.442871
	Iteration 19Q: 3 clusters Score -6022457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -6022472.500000 Penalty: 3493.442871
	Iteration 20F: 3 clusters Score -6022472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -6022481.000000 Penalty: 3493.442871
	Iteration 21Q: 3 clusters Score -6022481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -6022487.500000 Penalty: 3493.442871
	Iteration 22Q: 3 clusters Score -6022488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -6022489.000000 Penalty: 3493.442871
	Iteration 23Q: 3 clusters Score -6022489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -6022490.500000 Penalty: 3493.442871
	Iteration 24Q: 3 clusters Score -6022490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -6022491.500000 Penalty: 3493.442871
	Iteration 25Q: 3 clusters Score -6022492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -6022491.500000 Penalty: 3493.442871
	Iteration 26F: 3 clusters Score -6022492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Entering Unmasked Estep 
Score: -7637557.500000 Penalty: 1785.607788
	Iteration 0F: 2 clusters Score -7637558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -7599336.500000 Penalty: 3571.215576
	Iteration 0F: 3 clusters Score -7599336 nChanged 27843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -7614998.000000 Penalty: 3571.215576
	Iteration 1F: 3 clusters Score -7614998 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -7615520.500000 Penalty: 3571.215576
	Iteration 2Q: 3 clusters Score -7615520 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -7616261.000000 Penalty: 3571.215576
	Iteration 3Q: 3 clusters Score -7616261 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -7617423.000000 Penalty: 3571.215576
	Iteration 4Q: 3 clusters Score -7617423 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -7619271.000000 Penalty: 3571.215576
	Iteration 5F: 3 clusters Score -7619271 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -7622177.500000 Penalty: 3571.215576
	Iteration 6F: 3 clusters Score -7622178 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -7626067.000000 Penalty: 3571.215576
	Iteration 7F: 3 clusters Score -7626067 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -7630221.000000 Penalty: 3571.215576
	Iteration 8F: 3 clusters Score -7630221 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7633229.000000 Penalty: 3571.215576
	Iteration 9F: 3 clusters Score -7633229 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7634712.500000 Penalty: 3571.215576
	Iteration 10Q: 3 clusters Score -7634712 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7635368.000000 Penalty: 3571.215576
	Iteration 11Q: 3 clusters Score -7635368 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7635672.500000 Penalty: 3571.215576
	Iteration 12Q: 3 clusters Score -7635672 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7635795.500000 Penalty: 3571.215576
	Iteration 13Q: 3 clusters Score -7635796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7635840.500000 Penalty: 3571.215576
	Iteration 14Q: 3 clusters Score -7635840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7635890.000000 Penalty: 3571.215576
	Iteration 15Q: 3 clusters Score -7635890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7635907.000000 Penalty: 3571.215576
	Iteration 16Q: 3 clusters Score -7635907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7635918.000000 Penalty: 3571.215576
	Iteration 17Q: 3 clusters Score -7635918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7635927.000000 Penalty: 3571.215576
	Iteration 18Q: 3 clusters Score -7635927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7635935.000000 Penalty: 3571.215576
	Iteration 19Q: 3 clusters Score -7635935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7635933.000000 Penalty: 3571.215576
	Iteration 20F: 3 clusters Score -7635933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7635939.000000 Penalty: 3571.215576
	Iteration 21Q: 3 clusters Score -7635939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7635948.000000 Penalty: 3571.215576
	Iteration 22Q: 3 clusters Score -7635948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7635954.000000 Penalty: 3571.215576
	Iteration 23Q: 3 clusters Score -7635954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7635958.500000 Penalty: 3571.215576
	Iteration 24Q: 3 clusters Score -7635958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7635963.500000 Penalty: 3571.215576
	Iteration 25Q: 3 clusters Score -7635964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7635969.500000 Penalty: 3571.215576
	Iteration 26Q: 3 clusters Score -7635970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7635968.000000 Penalty: 3571.215576
	Iteration 27Q: 3 clusters Score -7635968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7635967.000000 Penalty: 3571.215576
	Iteration 28Q: 3 clusters Score -7635967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7635968.000000 Penalty: 3571.215576
	Iteration 29Q: 3 clusters Score -7635968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7635970.500000 Penalty: 3571.215576
	Iteration 30Q: 3 clusters Score -7635970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7635980.000000 Penalty: 3571.215576
	Iteration 31Q: 3 clusters Score -7635980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7635986.500000 Penalty: 3571.215576
	Iteration 32Q: 3 clusters Score -7635986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7635993.000000 Penalty: 3571.215576
	Iteration 33Q: 3 clusters Score -7635993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7635989.500000 Penalty: 3571.215576
	Iteration 34Q: 3 clusters Score -7635990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7635990.000000 Penalty: 3571.215576
	Iteration 35Q: 3 clusters Score -7635990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7635990.000000 Penalty: 3571.215576
	Iteration 36F: 3 clusters Score -7635990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Entering Unmasked Estep 
Score: -7250610.000000 Penalty: 1778.662842
	Iteration 0F: 2 clusters Score -7250610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -7212699.500000 Penalty: 3557.325684
	Iteration 0F: 3 clusters Score -7212700 nChanged 26830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -7228286.000000 Penalty: 3557.325684
	Iteration 1F: 3 clusters Score -7228286 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -7229229.500000 Penalty: 3557.325684
	Iteration 2Q: 3 clusters Score -7229230 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -7230373.500000 Penalty: 3557.325684
	Iteration 3F: 3 clusters Score -7230374 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -7231932.000000 Penalty: 3557.325684
	Iteration 4F: 3 clusters Score -7231932 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -7234206.000000 Penalty: 3557.325684
	Iteration 5F: 3 clusters Score -7234206 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7237260.000000 Penalty: 3557.325684
	Iteration 6F: 3 clusters Score -7237260 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -7240561.000000 Penalty: 3557.325684
	Iteration 7F: 3 clusters Score -7240561 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -7242972.000000 Penalty: 3557.325684
	Iteration 8F: 3 clusters Score -7242972 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -7244330.500000 Penalty: 3557.325684
	Iteration 9Q: 3 clusters Score -7244330 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -7245148.000000 Penalty: 3557.325684
	Iteration 10Q: 3 clusters Score -7245148 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -7245748.500000 Penalty: 3557.325684
	Iteration 11Q: 3 clusters Score -7245748 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -7246356.500000 Penalty: 3557.325684
	Iteration 12Q: 3 clusters Score -7246356 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -7246871.000000 Penalty: 3557.325684
	Iteration 13Q: 3 clusters Score -7246871 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -7247319.500000 Penalty: 3557.325684
	Iteration 14Q: 3 clusters Score -7247320 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -7247703.000000 Penalty: 3557.325684
	Iteration 15Q: 3 clusters Score -7247703 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -7248092.000000 Penalty: 3557.325684
	Iteration 16Q: 3 clusters Score -7248092 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -7248377.500000 Penalty: 3557.325684
	Iteration 17Q: 3 clusters Score -7248378 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -7248589.000000 Penalty: 3557.325684
	Iteration 18Q: 3 clusters Score -7248589 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -7248728.500000 Penalty: 3557.325684
	Iteration 19Q: 3 clusters Score -7248728 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -7248861.000000 Penalty: 3557.325684
	Iteration 20F: 3 clusters Score -7248861 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -7248972.000000 Penalty: 3557.325684
	Iteration 21Q: 3 clusters Score -7248972 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -7249054.500000 Penalty: 3557.325684
	Iteration 22Q: 3 clusters Score -7249054 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -7249119.500000 Penalty: 3557.325684
	Iteration 23Q: 3 clusters Score -7249120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -7249157.500000 Penalty: 3557.325684
	Iteration 24Q: 3 clusters Score -7249158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7249165.000000 Penalty: 3557.325684
	Iteration 25Q: 3 clusters Score -7249165 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -7249198.500000 Penalty: 3557.325684
	Iteration 26Q: 3 clusters Score -7249198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -7249202.500000 Penalty: 3557.325684
	Iteration 27Q: 3 clusters Score -7249202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -7249214.500000 Penalty: 3557.325684
	Iteration 28Q: 3 clusters Score -7249214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -7249224.500000 Penalty: 3557.325684
	Iteration 29Q: 3 clusters Score -7249224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -7249235.000000 Penalty: 3557.325684
	Iteration 30Q: 3 clusters Score -7249235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -7249237.500000 Penalty: 3557.325684
	Iteration 31Q: 3 clusters Score -7249238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -7249239.500000 Penalty: 3557.325684
	Iteration 32Q: 3 clusters Score -7249240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -7249242.500000 Penalty: 3557.325684
	Iteration 33Q: 3 clusters Score -7249242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -7249258.500000 Penalty: 3557.325684
	Iteration 34Q: 3 clusters Score -7249258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -7249257.500000 Penalty: 3557.325684
	Iteration 35Q: 3 clusters Score -7249258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -7249270.000000 Penalty: 3557.325684
	Iteration 36Q: 3 clusters Score -7249270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -7249260.000000 Penalty: 3557.325684
	Iteration 37Q: 3 clusters Score -7249260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -7249261.000000 Penalty: 3557.325684
	Iteration 38Q: 3 clusters Score -7249261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -7249263.500000 Penalty: 3557.325684
	Iteration 39Q: 3 clusters Score -7249264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -7249272.000000 Penalty: 3557.325684
	Iteration 40F: 3 clusters Score -7249272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -7249271.500000 Penalty: 3557.325684
	Iteration 41Q: 3 clusters Score -7249272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -7249277.500000 Penalty: 3557.325684
	Iteration 42Q: 3 clusters Score -7249278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -7249282.500000 Penalty: 3557.325684
	Iteration 43Q: 3 clusters Score -7249282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -7249292.000000 Penalty: 3557.325684
	Iteration 44Q: 3 clusters Score -7249292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -7249305.000000 Penalty: 3557.325684
	Iteration 45Q: 3 clusters Score -7249305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -7249303.500000 Penalty: 3557.325684
	Iteration 46Q: 3 clusters Score -7249304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -7249295.000000 Penalty: 3557.325684
	Iteration 47Q: 3 clusters Score -7249295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -7249299.000000 Penalty: 3557.325684
	Iteration 48Q: 3 clusters Score -7249299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -7249305.500000 Penalty: 3557.325684
	Iteration 49Q: 3 clusters Score -7249306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -7249306.500000 Penalty: 3557.325684
	Iteration 50Q: 3 clusters Score -7249306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -7249309.000000 Penalty: 3557.325684
	Iteration 51Q: 3 clusters Score -7249309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -7249312.000000 Penalty: 3557.325684
	Iteration 52Q: 3 clusters Score -7249312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -7249307.500000 Penalty: 3557.325684
	Iteration 53Q: 3 clusters Score -7249308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -7249309.000000 Penalty: 3557.325684
	Iteration 54Q: 3 clusters Score -7249309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -7249313.000000 Penalty: 3557.325684
	Iteration 55Q: 3 clusters Score -7249313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -7249314.000000 Penalty: 3557.325684
	Iteration 56Q: 3 clusters Score -7249314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -7249318.500000 Penalty: 3557.325684
	Iteration 57Q: 3 clusters Score -7249318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -7249318.000000 Penalty: 3557.325684
	Iteration 58Q: 3 clusters Score -7249318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7249319.000000 Penalty: 3557.325684
	Iteration 59Q: 3 clusters Score -7249319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -7249314.000000 Penalty: 3557.325684
	Iteration 60F: 3 clusters Score -7249314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -7249314.500000 Penalty: 3557.325684
	Iteration 61Q: 3 clusters Score -7249314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -7249320.500000 Penalty: 3557.325684
	Iteration 62Q: 3 clusters Score -7249320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -7249312.500000 Penalty: 3557.325684
	Iteration 63Q: 3 clusters Score -7249312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -7249317.500000 Penalty: 3557.325684
	Iteration 64Q: 3 clusters Score -7249318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -7249320.000000 Penalty: 3557.325684
	Iteration 65Q: 3 clusters Score -7249320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -7249318.000000 Penalty: 3557.325684
	Iteration 66Q: 3 clusters Score -7249318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -7249322.000000 Penalty: 3557.325684
	Iteration 67Q: 3 clusters Score -7249322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -7249317.500000 Penalty: 3557.325684
	Iteration 68Q: 3 clusters Score -7249318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -7249325.500000 Penalty: 3557.325684
	Iteration 69Q: 3 clusters Score -7249326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -7249326.500000 Penalty: 3557.325684
	Iteration 70Q: 3 clusters Score -7249326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -7249320.500000 Penalty: 3557.325684
	Iteration 71Q: 3 clusters Score -7249320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -7249320.500000 Penalty: 3557.325684
	Iteration 72Q: 3 clusters Score -7249320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -7249320.500000 Penalty: 3557.325684
	Iteration 73F: 3 clusters Score -7249320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Entering Unmasked Estep 
Score: -1847547.750000 Penalty: 1557.920044
	Iteration 0F: 2 clusters Score -1847548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1837340.875000 Penalty: 3115.840088
	Iteration 0F: 3 clusters Score -1837341 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1840853.625000 Penalty: 3115.840088
	Iteration 1F: 3 clusters Score -1840854 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1841227.250000 Penalty: 3115.840088
	Iteration 2F: 3 clusters Score -1841227 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1841631.750000 Penalty: 3115.840088
	Iteration 3F: 3 clusters Score -1841632 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1842015.250000 Penalty: 3115.840088
	Iteration 4F: 3 clusters Score -1842015 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1842404.250000 Penalty: 3115.840088
	Iteration 5F: 3 clusters Score -1842404 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1842816.500000 Penalty: 3115.840088
	Iteration 6F: 3 clusters Score -1842816 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1843254.250000 Penalty: 3115.840088
	Iteration 7F: 3 clusters Score -1843254 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1843770.500000 Penalty: 3115.840088
	Iteration 8F: 3 clusters Score -1843770 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1844312.750000 Penalty: 3115.840088
	Iteration 9F: 3 clusters Score -1844313 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1844838.875000 Penalty: 3115.840088
	Iteration 10Q: 3 clusters Score -1844839 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1845310.625000 Penalty: 3115.840088
	Iteration 11Q: 3 clusters Score -1845311 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1845674.000000 Penalty: 3115.840088
	Iteration 12Q: 3 clusters Score -1845674 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1845952.375000 Penalty: 3115.840088
	Iteration 13Q: 3 clusters Score -1845952 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1846122.625000 Penalty: 3115.840088
	Iteration 14Q: 3 clusters Score -1846123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1846225.125000 Penalty: 3115.840088
	Iteration 15Q: 3 clusters Score -1846225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1846272.250000 Penalty: 3115.840088
	Iteration 16Q: 3 clusters Score -1846272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1846319.500000 Penalty: 3115.840088
	Iteration 17Q: 3 clusters Score -1846320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1846333.750000 Penalty: 3115.840088
	Iteration 18Q: 3 clusters Score -1846334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1846345.500000 Penalty: 3115.840088
	Iteration 19Q: 3 clusters Score -1846346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1846354.250000 Penalty: 3115.840088
	Iteration 20F: 3 clusters Score -1846354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1846356.250000 Penalty: 3115.840088
	Iteration 21Q: 3 clusters Score -1846356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1846357.500000 Penalty: 3115.840088
	Iteration 22Q: 3 clusters Score -1846358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1846357.000000 Penalty: 3115.840088
	Iteration 23Q: 3 clusters Score -1846357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1846356.500000 Penalty: 3115.840088
	Iteration 24Q: 3 clusters Score -1846356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1846356.875000 Penalty: 3115.840088
	Iteration 25Q: 3 clusters Score -1846357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1846357.250000 Penalty: 3115.840088
	Iteration 26Q: 3 clusters Score -1846357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1846357.625000 Penalty: 3115.840088
	Iteration 27Q: 3 clusters Score -1846358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1846359.000000 Penalty: 3115.840088
	Iteration 28Q: 3 clusters Score -1846359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1846360.500000 Penalty: 3115.840088
	Iteration 29Q: 3 clusters Score -1846360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1846360.500000 Penalty: 3115.840088
	Iteration 30F: 3 clusters Score -1846360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Entering Unmasked Estep 
Score: -660273.062500 Penalty: 1388.183350
	Iteration 0F: 2 clusters Score -660273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -656198.562500 Penalty: 2776.366699
	Iteration 0F: 3 clusters Score -656198.6 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -657249.312500 Penalty: 2776.366699
	Iteration 1F: 3 clusters Score -657249.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -657387.187500 Penalty: 2776.366699
	Iteration 2F: 3 clusters Score -657387.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -657494.750000 Penalty: 2776.366699
	Iteration 3Q: 3 clusters Score -657494.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -657600.937500 Penalty: 2776.366699
	Iteration 4Q: 3 clusters Score -657600.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -657693.812500 Penalty: 2776.366699
	Iteration 5Q: 3 clusters Score -657693.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -657799.250000 Penalty: 2776.366699
	Iteration 6Q: 3 clusters Score -657799.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -657933.250000 Penalty: 2776.366699
	Iteration 7Q: 3 clusters Score -657933.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -658084.125000 Penalty: 2776.366699
	Iteration 8Q: 3 clusters Score -658084.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -658250.187500 Penalty: 2776.366699
	Iteration 9Q: 3 clusters Score -658250.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -658410.562500 Penalty: 2776.366699
	Iteration 10Q: 3 clusters Score -658410.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -658567.687500 Penalty: 2776.366699
	Iteration 11Q: 3 clusters Score -658567.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -658694.687500 Penalty: 2776.366699
	Iteration 12Q: 3 clusters Score -658694.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -658786.000000 Penalty: 2776.366699
	Iteration 13Q: 3 clusters Score -658786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -658859.500000 Penalty: 2776.366699
	Iteration 14Q: 3 clusters Score -658859.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -658911.437500 Penalty: 2776.366699
	Iteration 15Q: 3 clusters Score -658911.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -658942.000000 Penalty: 2776.366699
	Iteration 16Q: 3 clusters Score -658942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -658968.250000 Penalty: 2776.366699
	Iteration 17Q: 3 clusters Score -658968.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -658987.187500 Penalty: 2776.366699
	Iteration 18Q: 3 clusters Score -658987.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -658998.437500 Penalty: 2776.366699
	Iteration 19Q: 3 clusters Score -658998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -659009.312500 Penalty: 2776.366699
	Iteration 20F: 3 clusters Score -659009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -659015.250000 Penalty: 2776.366699
	Iteration 21Q: 3 clusters Score -659015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -659023.937500 Penalty: 2776.366699
	Iteration 22Q: 3 clusters Score -659023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -659028.750000 Penalty: 2776.366699
	Iteration 23Q: 3 clusters Score -659028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -659036.687500 Penalty: 2776.366699
	Iteration 24Q: 3 clusters Score -659036.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -659044.000000 Penalty: 2776.366699
	Iteration 25Q: 3 clusters Score -659044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -659050.250000 Penalty: 2776.366699
	Iteration 26Q: 3 clusters Score -659050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -659051.812500 Penalty: 2776.366699
	Iteration 27Q: 3 clusters Score -659051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -659051.812500 Penalty: 2776.366699
	Iteration 28F: 3 clusters Score -659051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Entering Unmasked Estep 
Score: -1950006.000000 Penalty: 1570.929565
	Iteration 0F: 2 clusters Score -1950006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1939116.375000 Penalty: 3141.859131
	Iteration 0F: 3 clusters Score -1939116 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1943012.875000 Penalty: 3141.859131
	Iteration 1F: 3 clusters Score -1943013 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1943263.125000 Penalty: 3141.859131
	Iteration 2Q: 3 clusters Score -1943263 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1943497.625000 Penalty: 3141.859131
	Iteration 3Q: 3 clusters Score -1943498 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1943769.500000 Penalty: 3141.859131
	Iteration 4Q: 3 clusters Score -1943770 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1944118.375000 Penalty: 3141.859131
	Iteration 5Q: 3 clusters Score -1944118 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1944577.125000 Penalty: 3141.859131
	Iteration 6Q: 3 clusters Score -1944577 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1945192.375000 Penalty: 3141.859131
	Iteration 7F: 3 clusters Score -1945192 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1945998.625000 Penalty: 3141.859131
	Iteration 8F: 3 clusters Score -1945999 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1946749.000000 Penalty: 3141.859131
	Iteration 9Q: 3 clusters Score -1946749 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1947308.875000 Penalty: 3141.859131
	Iteration 10Q: 3 clusters Score -1947309 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1947682.750000 Penalty: 3141.859131
	Iteration 11Q: 3 clusters Score -1947683 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1947908.875000 Penalty: 3141.859131
	Iteration 12Q: 3 clusters Score -1947909 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1948048.000000 Penalty: 3141.859131
	Iteration 13Q: 3 clusters Score -1948048 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1948157.125000 Penalty: 3141.859131
	Iteration 14Q: 3 clusters Score -1948157 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1948226.750000 Penalty: 3141.859131
	Iteration 15Q: 3 clusters Score -1948227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1948286.125000 Penalty: 3141.859131
	Iteration 16Q: 3 clusters Score -1948286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1948346.000000 Penalty: 3141.859131
	Iteration 17Q: 3 clusters Score -1948346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1948388.500000 Penalty: 3141.859131
	Iteration 18Q: 3 clusters Score -1948388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1948423.250000 Penalty: 3141.859131
	Iteration 19Q: 3 clusters Score -1948423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1948452.500000 Penalty: 3141.859131
	Iteration 20F: 3 clusters Score -1948452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1948487.625000 Penalty: 3141.859131
	Iteration 21Q: 3 clusters Score -1948488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1948515.250000 Penalty: 3141.859131
	Iteration 22Q: 3 clusters Score -1948515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1948540.750000 Penalty: 3141.859131
	Iteration 23Q: 3 clusters Score -1948541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1948560.000000 Penalty: 3141.859131
	Iteration 24Q: 3 clusters Score -1948560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1948585.875000 Penalty: 3141.859131
	Iteration 25Q: 3 clusters Score -1948586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1948593.625000 Penalty: 3141.859131
	Iteration 26Q: 3 clusters Score -1948594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1948604.125000 Penalty: 3141.859131
	Iteration 27Q: 3 clusters Score -1948604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1948608.500000 Penalty: 3141.859131
	Iteration 28Q: 3 clusters Score -1948608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1948617.500000 Penalty: 3141.859131
	Iteration 29Q: 3 clusters Score -1948618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1948631.625000 Penalty: 3141.859131
	Iteration 30Q: 3 clusters Score -1948632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1948640.000000 Penalty: 3141.859131
	Iteration 31Q: 3 clusters Score -1948640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1948646.250000 Penalty: 3141.859131
	Iteration 32Q: 3 clusters Score -1948646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1948651.500000 Penalty: 3141.859131
	Iteration 33Q: 3 clusters Score -1948652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1948656.875000 Penalty: 3141.859131
	Iteration 34Q: 3 clusters Score -1948657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1948658.250000 Penalty: 3141.859131
	Iteration 35Q: 3 clusters Score -1948658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1948659.625000 Penalty: 3141.859131
	Iteration 36Q: 3 clusters Score -1948660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1948667.875000 Penalty: 3141.859131
	Iteration 37Q: 3 clusters Score -1948668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1948670.500000 Penalty: 3141.859131
	Iteration 38Q: 3 clusters Score -1948670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1948671.750000 Penalty: 3141.859131
	Iteration 39Q: 3 clusters Score -1948672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1948670.875000 Penalty: 3141.859131
	Iteration 40F: 3 clusters Score -1948671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1948673.625000 Penalty: 3141.859131
	Iteration 41Q: 3 clusters Score -1948674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1948677.375000 Penalty: 3141.859131
	Iteration 42Q: 3 clusters Score -1948677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1948675.375000 Penalty: 3141.859131
	Iteration 43Q: 3 clusters Score -1948675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1948678.250000 Penalty: 3141.859131
	Iteration 44Q: 3 clusters Score -1948678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1948678.750000 Penalty: 3141.859131
	Iteration 45Q: 3 clusters Score -1948679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1948682.625000 Penalty: 3141.859131
	Iteration 46Q: 3 clusters Score -1948683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1948686.000000 Penalty: 3141.859131
	Iteration 47Q: 3 clusters Score -1948686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1948686.750000 Penalty: 3141.859131
	Iteration 48Q: 3 clusters Score -1948687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1948690.875000 Penalty: 3141.859131
	Iteration 49Q: 3 clusters Score -1948691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1948692.875000 Penalty: 3141.859131
	Iteration 50Q: 3 clusters Score -1948693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1948695.375000 Penalty: 3141.859131
	Iteration 51Q: 3 clusters Score -1948695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1948700.750000 Penalty: 3141.859131
	Iteration 52Q: 3 clusters Score -1948701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1948705.750000 Penalty: 3141.859131
	Iteration 53Q: 3 clusters Score -1948706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1948709.250000 Penalty: 3141.859131
	Iteration 54Q: 3 clusters Score -1948709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1948710.875000 Penalty: 3141.859131
	Iteration 55Q: 3 clusters Score -1948711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1948711.625000 Penalty: 3141.859131
	Iteration 56Q: 3 clusters Score -1948712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1948716.250000 Penalty: 3141.859131
	Iteration 57Q: 3 clusters Score -1948716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1948714.750000 Penalty: 3141.859131
	Iteration 58Q: 3 clusters Score -1948715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1948715.375000 Penalty: 3141.859131
	Iteration 59Q: 3 clusters Score -1948715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1948715.250000 Penalty: 3141.859131
	Iteration 60F: 3 clusters Score -1948715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1948714.500000 Penalty: 3141.859131
	Iteration 61Q: 3 clusters Score -1948714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1948717.000000 Penalty: 3141.859131
	Iteration 62Q: 3 clusters Score -1948717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1948717.000000 Penalty: 3141.859131
	Iteration 63F: 3 clusters Score -1948717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Entering Unmasked Estep 
Score: -9418937.000000 Penalty: 1824.026123
	Iteration 0F: 2 clusters Score -9418937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -9370505.000000 Penalty: 3648.052246
	Iteration 0F: 3 clusters Score -9370505 nChanged 35617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -9390728.000000 Penalty: 3648.052246
	Iteration 1F: 3 clusters Score -9390728 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -9391214.000000 Penalty: 3648.052246
	Iteration 2Q: 3 clusters Score -9391214 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -9391570.000000 Penalty: 3648.052246
	Iteration 3Q: 3 clusters Score -9391570 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -9392069.000000 Penalty: 3648.052246
	Iteration 4Q: 3 clusters Score -9392069 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -9392681.000000 Penalty: 3648.052246
	Iteration 5Q: 3 clusters Score -9392681 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -9393526.000000 Penalty: 3648.052246
	Iteration 6Q: 3 clusters Score -9393526 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -9394856.000000 Penalty: 3648.052246
	Iteration 7Q: 3 clusters Score -9394856 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9396847.000000 Penalty: 3648.052246
	Iteration 8F: 3 clusters Score -9396847 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -9399966.000000 Penalty: 3648.052246
	Iteration 9F: 3 clusters Score -9399966 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -9403922.000000 Penalty: 3648.052246
	Iteration 10F: 3 clusters Score -9403922 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -9408012.000000 Penalty: 3648.052246
	Iteration 11F: 3 clusters Score -9408012 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -9411368.000000 Penalty: 3648.052246
	Iteration 12F: 3 clusters Score -9411368 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -9413543.000000 Penalty: 3648.052246
	Iteration 13Q: 3 clusters Score -9413543 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -9414863.000000 Penalty: 3648.052246
	Iteration 14Q: 3 clusters Score -9414863 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -9415909.000000 Penalty: 3648.052246
	Iteration 15Q: 3 clusters Score -9415909 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -9416590.000000 Penalty: 3648.052246
	Iteration 16Q: 3 clusters Score -9416590 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -9416922.000000 Penalty: 3648.052246
	Iteration 17Q: 3 clusters Score -9416922 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -9417128.000000 Penalty: 3648.052246
	Iteration 18Q: 3 clusters Score -9417128 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -9417234.000000 Penalty: 3648.052246
	Iteration 19Q: 3 clusters Score -9417234 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -9417326.000000 Penalty: 3648.052246
	Iteration 20F: 3 clusters Score -9417326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -9417384.000000 Penalty: 3648.052246
	Iteration 21Q: 3 clusters Score -9417384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -9417411.000000 Penalty: 3648.052246
	Iteration 22Q: 3 clusters Score -9417411 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -9417413.000000 Penalty: 3648.052246
	Iteration 23Q: 3 clusters Score -9417413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -9417419.000000 Penalty: 3648.052246
	Iteration 24Q: 3 clusters Score -9417419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -9417427.000000 Penalty: 3648.052246
	Iteration 25Q: 3 clusters Score -9417427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -9417438.000000 Penalty: 3648.052246
	Iteration 26Q: 3 clusters Score -9417438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -9417449.000000 Penalty: 3648.052246
	Iteration 27Q: 3 clusters Score -9417449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -9417453.000000 Penalty: 3648.052246
	Iteration 28Q: 3 clusters Score -9417453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -9417470.000000 Penalty: 3648.052246
	Iteration 29Q: 3 clusters Score -9417470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -9417463.000000 Penalty: 3648.052246
	Iteration 30Q: 3 clusters Score -9417463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -9417462.000000 Penalty: 3648.052246
	Iteration 31Q: 3 clusters Score -9417462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -9417470.000000 Penalty: 3648.052246
	Iteration 32Q: 3 clusters Score -9417470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -9417463.000000 Penalty: 3648.052246
	Iteration 33Q: 3 clusters Score -9417463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -9417460.000000 Penalty: 3648.052246
	Iteration 34Q: 3 clusters Score -9417460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -9417464.000000 Penalty: 3648.052246
	Iteration 35Q: 3 clusters Score -9417464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -9417463.000000 Penalty: 3648.052246
	Iteration 36Q: 3 clusters Score -9417463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -9417474.000000 Penalty: 3648.052246
	Iteration 37Q: 3 clusters Score -9417474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -9417474.000000 Penalty: 3648.052246
	Iteration 38Q: 3 clusters Score -9417474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -9417474.000000 Penalty: 3648.052246
	Iteration 39Q: 3 clusters Score -9417474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -9417481.000000 Penalty: 3648.052246
	Iteration 40F: 3 clusters Score -9417481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -9417481.000000 Penalty: 3648.052246
	Iteration 41Q: 3 clusters Score -9417481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -9417485.000000 Penalty: 3648.052246
	Iteration 42Q: 3 clusters Score -9417485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -9417489.000000 Penalty: 3648.052246
	Iteration 43Q: 3 clusters Score -9417489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -9417492.000000 Penalty: 3648.052246
	Iteration 44Q: 3 clusters Score -9417492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -9417486.000000 Penalty: 3648.052246
	Iteration 45Q: 3 clusters Score -9417486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -9417486.000000 Penalty: 3648.052246
	Iteration 46F: 3 clusters Score -9417486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Entering Unmasked Estep 
Score: -730851.187500 Penalty: 1405.677734
	Iteration 0F: 2 clusters Score -730851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -726401.312500 Penalty: 2811.355469
	Iteration 0F: 3 clusters Score -726401.3 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -727593.937500 Penalty: 2811.355469
	Iteration 1F: 3 clusters Score -727593.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -727785.062500 Penalty: 2811.355469
	Iteration 2F: 3 clusters Score -727785.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -727919.062500 Penalty: 2811.355469
	Iteration 3F: 3 clusters Score -727919.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -728032.937500 Penalty: 2811.355469
	Iteration 4Q: 3 clusters Score -728032.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -728121.937500 Penalty: 2811.355469
	Iteration 5Q: 3 clusters Score -728121.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -728219.125000 Penalty: 2811.355469
	Iteration 6Q: 3 clusters Score -728219.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -728333.875000 Penalty: 2811.355469
	Iteration 7Q: 3 clusters Score -728333.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -728473.500000 Penalty: 2811.355469
	Iteration 8Q: 3 clusters Score -728473.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -728666.812500 Penalty: 2811.355469
	Iteration 9Q: 3 clusters Score -728666.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -728958.312500 Penalty: 2811.355469
	Iteration 10Q: 3 clusters Score -728958.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -729330.312500 Penalty: 2811.355469
	Iteration 11F: 3 clusters Score -729330.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -729682.312500 Penalty: 2811.355469
	Iteration 12F: 3 clusters Score -729682.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -729955.437500 Penalty: 2811.355469
	Iteration 13Q: 3 clusters Score -729955.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -730135.937500 Penalty: 2811.355469
	Iteration 14Q: 3 clusters Score -730135.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -730267.000000 Penalty: 2811.355469
	Iteration 15Q: 3 clusters Score -730267 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -730341.125000 Penalty: 2811.355469
	Iteration 16Q: 3 clusters Score -730341.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -730395.000000 Penalty: 2811.355469
	Iteration 17Q: 3 clusters Score -730395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -730426.625000 Penalty: 2811.355469
	Iteration 18Q: 3 clusters Score -730426.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -730443.187500 Penalty: 2811.355469
	Iteration 19Q: 3 clusters Score -730443.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -730450.750000 Penalty: 2811.355469
	Iteration 20F: 3 clusters Score -730450.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -730456.187500 Penalty: 2811.355469
	Iteration 21Q: 3 clusters Score -730456.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -730461.687500 Penalty: 2811.355469
	Iteration 22Q: 3 clusters Score -730461.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -730466.125000 Penalty: 2811.355469
	Iteration 23Q: 3 clusters Score -730466.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -730467.875000 Penalty: 2811.355469
	Iteration 24Q: 3 clusters Score -730467.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -730471.125000 Penalty: 2811.355469
	Iteration 25Q: 3 clusters Score -730471.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -730471.312500 Penalty: 2811.355469
	Iteration 26Q: 3 clusters Score -730471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -730473.062500 Penalty: 2811.355469
	Iteration 27Q: 3 clusters Score -730473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -730474.562500 Penalty: 2811.355469
	Iteration 28Q: 3 clusters Score -730474.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -730475.500000 Penalty: 2811.355469
	Iteration 29Q: 3 clusters Score -730475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -730477.062500 Penalty: 2811.355469
	Iteration 30Q: 3 clusters Score -730477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -730482.000000 Penalty: 2811.355469
	Iteration 31Q: 3 clusters Score -730482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -730481.375000 Penalty: 2811.355469
	Iteration 32Q: 3 clusters Score -730481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -730483.125000 Penalty: 2811.355469
	Iteration 33Q: 3 clusters Score -730483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -730483.812500 Penalty: 2811.355469
	Iteration 34Q: 3 clusters Score -730483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -730483.250000 Penalty: 2811.355469
	Iteration 35Q: 3 clusters Score -730483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -730484.187500 Penalty: 2811.355469
	Iteration 36Q: 3 clusters Score -730484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -730485.812500 Penalty: 2811.355469
	Iteration 37Q: 3 clusters Score -730485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -730485.687500 Penalty: 2811.355469
	Iteration 38Q: 3 clusters Score -730485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -730485.687500 Penalty: 2811.355469
	Iteration 39F: 3 clusters Score -730485.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Entering Unmasked Estep 
Score: -4653082.500000 Penalty: 1707.833008
	Iteration 0F: 2 clusters Score -4653082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4628593.000000 Penalty: 3415.666016
	Iteration 0F: 3 clusters Score -4628593 nChanged 17056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4638025.000000 Penalty: 3415.666016
	Iteration 1F: 3 clusters Score -4638025 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4638433.000000 Penalty: 3415.666016
	Iteration 2Q: 3 clusters Score -4638433 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4638878.500000 Penalty: 3415.666016
	Iteration 3Q: 3 clusters Score -4638878 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4639378.500000 Penalty: 3415.666016
	Iteration 4Q: 3 clusters Score -4639378 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -4640002.500000 Penalty: 3415.666016
	Iteration 5Q: 3 clusters Score -4640002 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4640877.500000 Penalty: 3415.666016
	Iteration 6Q: 3 clusters Score -4640878 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -4642228.500000 Penalty: 3415.666016
	Iteration 7F: 3 clusters Score -4642228 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -4644077.500000 Penalty: 3415.666016
	Iteration 8F: 3 clusters Score -4644078 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4646170.500000 Penalty: 3415.666016
	Iteration 9F: 3 clusters Score -4646170 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -4648102.000000 Penalty: 3415.666016
	Iteration 10F: 3 clusters Score -4648102 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4649624.000000 Penalty: 3415.666016
	Iteration 11Q: 3 clusters Score -4649624 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4650575.000000 Penalty: 3415.666016
	Iteration 12Q: 3 clusters Score -4650575 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -4651094.000000 Penalty: 3415.666016
	Iteration 13Q: 3 clusters Score -4651094 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4651336.000000 Penalty: 3415.666016
	Iteration 14Q: 3 clusters Score -4651336 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4651453.500000 Penalty: 3415.666016
	Iteration 15Q: 3 clusters Score -4651454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4651550.000000 Penalty: 3415.666016
	Iteration 16Q: 3 clusters Score -4651550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4651603.000000 Penalty: 3415.666016
	Iteration 17Q: 3 clusters Score -4651603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4651645.500000 Penalty: 3415.666016
	Iteration 18Q: 3 clusters Score -4651646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -4651677.000000 Penalty: 3415.666016
	Iteration 19Q: 3 clusters Score -4651677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -4651691.500000 Penalty: 3415.666016
	Iteration 20F: 3 clusters Score -4651692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -4651705.000000 Penalty: 3415.666016
	Iteration 21Q: 3 clusters Score -4651705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -4651712.000000 Penalty: 3415.666016
	Iteration 22Q: 3 clusters Score -4651712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4651719.500000 Penalty: 3415.666016
	Iteration 23Q: 3 clusters Score -4651720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4651726.500000 Penalty: 3415.666016
	Iteration 24Q: 3 clusters Score -4651726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4651727.000000 Penalty: 3415.666016
	Iteration 25Q: 3 clusters Score -4651727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4651729.000000 Penalty: 3415.666016
	Iteration 26Q: 3 clusters Score -4651729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4651734.000000 Penalty: 3415.666016
	Iteration 27Q: 3 clusters Score -4651734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4651735.000000 Penalty: 3415.666016
	Iteration 28Q: 3 clusters Score -4651735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4651730.000000 Penalty: 3415.666016
	Iteration 29Q: 3 clusters Score -4651730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4651730.000000 Penalty: 3415.666016
	Iteration 30F: 3 clusters Score -4651730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15348.730469 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -15348.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14760.524414 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -14760.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14907.309570 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -14907.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14971.073242 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -14971.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14993.107422 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -14993.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15012.951172 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -15012.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15015.334961 Penalty: 1710.374268
	Iteration 5Q: 3 clusters Score -15015.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15074.399414 Penalty: 1710.374268
	Iteration 6Q: 3 clusters Score -15074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15087.917969 Penalty: 1710.374268
	Iteration 7Q: 3 clusters Score -15087.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15091.945312 Penalty: 1710.374268
	Iteration 8Q: 3 clusters Score -15091.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15095.041016 Penalty: 1710.374268
	Iteration 9Q: 3 clusters Score -15095.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15095.041016 Penalty: 1710.374268
	Iteration 10F: 3 clusters Score -15095.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 69114 members 
Mstep: Class 4 contains 38811 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6315 members 
Mstep: Class 7 contains 3502 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 59181 members 
Mstep: Class 10 contains 56705 members 
Mstep: Class 11 contains 14577 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 15792 members 
Mstep: Class 15 contains 74965 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 21 contains 36671 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808780.000000 Penalty: 36390.246094
Iteration 239Q: 18 clusters Score -6.580878e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 10170 members 
Mstep: Class 3 contains 69113 members 
Mstep: Class 4 contains 38758 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6321 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 46593 members 
Mstep: Class 9 contains 59164 members 
Mstep: Class 10 contains 56761 members 
Mstep: Class 11 contains 14629 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 15779 members 
Mstep: Class 15 contains 74951 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 21 contains 36662 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808836.000000 Penalty: 36390.246094
Iteration 240F: 18 clusters Score -6.580884e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 10160 members 
Mstep: Class 3 contains 69105 members 
Mstep: Class 4 contains 38708 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 46601 members 
Mstep: Class 9 contains 59146 members 
Mstep: Class 10 contains 56802 members 
Mstep: Class 11 contains 14683 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 15771 members 
Mstep: Class 15 contains 74951 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 21 contains 36655 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808852.000000 Penalty: 36390.246094
Iteration 241Q: 18 clusters Score -6.580885e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 10147 members 
Mstep: Class 3 contains 69105 members 
Mstep: Class 4 contains 38645 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 3497 members 
Mstep: Class 8 contains 46610 members 
Mstep: Class 9 contains 59137 members 
Mstep: Class 10 contains 56829 members 
Mstep: Class 11 contains 14739 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 15766 members 
Mstep: Class 15 contains 74949 members 
Mstep: Class 18 contains 5696 members 
Mstep: Class 21 contains 36652 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808836.000000 Penalty: 36390.246094
Iteration 242Q: 18 clusters Score -6.580884e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 10138 members 
Mstep: Class 3 contains 69105 members 
Mstep: Class 4 contains 38595 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 8 contains 46610 members 
Mstep: Class 9 contains 59130 members 
Mstep: Class 10 contains 56871 members 
Mstep: Class 11 contains 14785 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 15768 members 
Mstep: Class 15 contains 74947 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 21 contains 36647 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808840.000000 Penalty: 36390.246094
Iteration 243Q: 18 clusters Score -6.580884e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81769 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 69099 members 
Mstep: Class 4 contains 38547 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 3492 members 
Mstep: Class 8 contains 46613 members 
Mstep: Class 9 contains 59125 members 
Mstep: Class 10 contains 56915 members 
Mstep: Class 11 contains 14825 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 15767 members 
Mstep: Class 15 contains 74942 members 
Mstep: Class 18 contains 5679 members 
Mstep: Class 21 contains 36642 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808812.000000 Penalty: 36390.246094
Iteration 244Q: 18 clusters Score -6.580881e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81785 members 
Mstep: Class 2 contains 10109 members 
Mstep: Class 3 contains 69097 members 
Mstep: Class 4 contains 38501 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6319 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 46619 members 
Mstep: Class 9 contains 59117 members 
Mstep: Class 10 contains 56945 members 
Mstep: Class 11 contains 14870 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 15764 members 
Mstep: Class 15 contains 74951 members 
Mstep: Class 18 contains 5674 members 
Mstep: Class 21 contains 36620 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808920.000000 Penalty: 36390.246094
Iteration 245Q: 18 clusters Score -6.580892e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 10102 members 
Mstep: Class 3 contains 69093 members 
Mstep: Class 4 contains 38462 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6315 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 46621 members 
Mstep: Class 9 contains 59113 members 
Mstep: Class 10 contains 56975 members 
Mstep: Class 11 contains 14910 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 15762 members 
Mstep: Class 15 contains 74953 members 
Mstep: Class 18 contains 5672 members 
Mstep: Class 21 contains 36608 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808844.000000 Penalty: 36390.246094
Iteration 246Q: 18 clusters Score -6.580884e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 10092 members 
Mstep: Class 3 contains 69088 members 
Mstep: Class 4 contains 38426 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 46622 members 
Mstep: Class 9 contains 59107 members 
Mstep: Class 10 contains 57009 members 
Mstep: Class 11 contains 14950 members 
Mstep: Class 12 contains 5114 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 15 contains 74952 members 
Mstep: Class 18 contains 5669 members 
Mstep: Class 21 contains 36597 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808868.000000 Penalty: 36390.246094
Iteration 247Q: 18 clusters Score -6.580887e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 10082 members 
Mstep: Class 3 contains 69077 members 
Mstep: Class 4 contains 38391 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 46628 members 
Mstep: Class 9 contains 59101 members 
Mstep: Class 10 contains 57047 members 
Mstep: Class 11 contains 14983 members 
Mstep: Class 12 contains 5111 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 15 contains 74945 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 21 contains 36590 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808888.000000 Penalty: 36390.246094
Iteration 248Q: 18 clusters Score -6.580889e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 10069 members 
Mstep: Class 3 contains 69078 members 
Mstep: Class 4 contains 38352 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 46632 members 
Mstep: Class 9 contains 59093 members 
Mstep: Class 10 contains 57070 members 
Mstep: Class 11 contains 15009 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 15754 members 
Mstep: Class 15 contains 74952 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 21 contains 36586 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808832.000000 Penalty: 36390.246094
Iteration 249Q: 18 clusters Score -6.580883e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 10055 members 
Mstep: Class 3 contains 69079 members 
Mstep: Class 4 contains 38311 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 46635 members 
Mstep: Class 9 contains 59086 members 
Mstep: Class 10 contains 57088 members 
Mstep: Class 11 contains 15039 members 
Mstep: Class 12 contains 5112 members 
Mstep: Class 13 contains 15751 members 
Mstep: Class 15 contains 74960 members 
Mstep: Class 18 contains 5660 members 
Mstep: Class 21 contains 36585 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808808.000000 Penalty: 36390.246094
Iteration 250Q: 18 clusters Score -6.580881e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 10045 members 
Mstep: Class 3 contains 69080 members 
Mstep: Class 4 contains 38271 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 46638 members 
Mstep: Class 9 contains 59071 members 
Mstep: Class 10 contains 57110 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 5115 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 15 contains 74961 members 
Mstep: Class 18 contains 5654 members 
Mstep: Class 21 contains 36583 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808828.000000 Penalty: 36390.246094
Iteration 251Q: 18 clusters Score -6.580883e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 69074 members 
Mstep: Class 4 contains 38237 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 46649 members 
Mstep: Class 9 contains 59065 members 
Mstep: Class 10 contains 57130 members 
Mstep: Class 11 contains 15108 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 15 contains 74960 members 
Mstep: Class 18 contains 5646 members 
Mstep: Class 21 contains 36582 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808744.000000 Penalty: 36390.246094
Iteration 252Q: 18 clusters Score -6.580874e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 69073 members 
Mstep: Class 4 contains 38217 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 46655 members 
Mstep: Class 9 contains 59059 members 
Mstep: Class 10 contains 57136 members 
Mstep: Class 11 contains 15130 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 15 contains 74967 members 
Mstep: Class 18 contains 5641 members 
Mstep: Class 21 contains 36580 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808768.000000 Penalty: 36390.246094
Iteration 253Q: 18 clusters Score -6.580877e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 10002 members 
Mstep: Class 3 contains 69074 members 
Mstep: Class 4 contains 38197 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 46658 members 
Mstep: Class 9 contains 59051 members 
Mstep: Class 10 contains 57149 members 
Mstep: Class 11 contains 15156 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 15747 members 
Mstep: Class 15 contains 74966 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 21 contains 36576 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808764.000000 Penalty: 36390.246094
Iteration 254Q: 18 clusters Score -6.580876e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 9985 members 
Mstep: Class 3 contains 69072 members 
Mstep: Class 4 contains 38177 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 3490 members 
Mstep: Class 8 contains 46660 members 
Mstep: Class 9 contains 59047 members 
Mstep: Class 10 contains 57165 members 
Mstep: Class 11 contains 15177 members 
Mstep: Class 12 contains 5119 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 15 contains 74969 members 
Mstep: Class 18 contains 5633 members 
Mstep: Class 21 contains 36569 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808740.000000 Penalty: 36390.246094
Iteration 255Q: 18 clusters Score -6.580874e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 9965 members 
Mstep: Class 3 contains 69066 members 
Mstep: Class 4 contains 38166 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 46665 members 
Mstep: Class 9 contains 59044 members 
Mstep: Class 10 contains 57173 members 
Mstep: Class 11 contains 15194 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 15 contains 74974 members 
Mstep: Class 18 contains 5628 members 
Mstep: Class 21 contains 36568 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808804.000000 Penalty: 36390.246094
Iteration 256Q: 18 clusters Score -6.58088e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 9949 members 
Mstep: Class 3 contains 69066 members 
Mstep: Class 4 contains 38146 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 46669 members 
Mstep: Class 9 contains 59036 members 
Mstep: Class 10 contains 57185 members 
Mstep: Class 11 contains 15214 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 15735 members 
Mstep: Class 15 contains 74981 members 
Mstep: Class 18 contains 5624 members 
Mstep: Class 21 contains 36559 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808836.000000 Penalty: 36390.246094
Iteration 257Q: 18 clusters Score -6.580884e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 9931 members 
Mstep: Class 3 contains 69060 members 
Mstep: Class 4 contains 38126 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 46674 members 
Mstep: Class 9 contains 59033 members 
Mstep: Class 10 contains 57199 members 
Mstep: Class 11 contains 15240 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 15731 members 
Mstep: Class 15 contains 74978 members 
Mstep: Class 18 contains 5622 members 
Mstep: Class 21 contains 36556 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808812.000000 Penalty: 36390.246094
Iteration 258Q: 18 clusters Score -6.580881e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 9918 members 
Mstep: Class 3 contains 69054 members 
Mstep: Class 4 contains 38115 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6298 members 
Mstep: Class 7 contains 3486 members 
Mstep: Class 8 contains 46675 members 
Mstep: Class 9 contains 59030 members 
Mstep: Class 10 contains 57213 members 
Mstep: Class 11 contains 15253 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 15728 members 
Mstep: Class 15 contains 74975 members 
Mstep: Class 18 contains 5622 members 
Mstep: Class 21 contains 36555 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808840.000000 Penalty: 36390.246094
Iteration 259Q: 18 clusters Score -6.580884e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 9909 members 
Mstep: Class 3 contains 69049 members 
Mstep: Class 4 contains 38103 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 46673 members 
Mstep: Class 9 contains 59021 members 
Mstep: Class 10 contains 57221 members 
Mstep: Class 11 contains 15274 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 15724 members 
Mstep: Class 15 contains 74983 members 
Mstep: Class 18 contains 5621 members 
Mstep: Class 21 contains 36552 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808876.000000 Penalty: 36390.246094
Iteration 260F: 18 clusters Score -6.580888e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 9901 members 
Mstep: Class 3 contains 69045 members 
Mstep: Class 4 contains 38100 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 46673 members 
Mstep: Class 9 contains 59018 members 
Mstep: Class 10 contains 57231 members 
Mstep: Class 11 contains 15287 members 
Mstep: Class 12 contains 5119 members 
Mstep: Class 13 contains 15723 members 
Mstep: Class 15 contains 74983 members 
Mstep: Class 18 contains 5621 members 
Mstep: Class 21 contains 36549 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808836.000000 Penalty: 36390.246094
Iteration 261Q: 18 clusters Score -6.580884e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 9898 members 
Mstep: Class 3 contains 69040 members 
Mstep: Class 4 contains 38095 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 3484 members 
Mstep: Class 8 contains 46674 members 
Mstep: Class 9 contains 59019 members 
Mstep: Class 10 contains 57239 members 
Mstep: Class 11 contains 15297 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 15719 members 
Mstep: Class 15 contains 74986 members 
Mstep: Class 18 contains 5621 members 
Mstep: Class 21 contains 36546 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808852.000000 Penalty: 36390.246094
Iteration 262Q: 18 clusters Score -6.580885e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 9889 members 
Mstep: Class 3 contains 69036 members 
Mstep: Class 4 contains 38095 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 46673 members 
Mstep: Class 9 contains 59018 members 
Mstep: Class 10 contains 57247 members 
Mstep: Class 11 contains 15301 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 15718 members 
Mstep: Class 15 contains 74987 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 21 contains 36545 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808852.000000 Penalty: 36390.246094
Iteration 263Q: 18 clusters Score -6.580885e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 9881 members 
Mstep: Class 3 contains 69037 members 
Mstep: Class 4 contains 38096 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 46672 members 
Mstep: Class 9 contains 59015 members 
Mstep: Class 10 contains 57251 members 
Mstep: Class 11 contains 15306 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 15 contains 74988 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 21 contains 36545 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808868.000000 Penalty: 36390.246094
Iteration 264Q: 18 clusters Score -6.580887e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 9873 members 
Mstep: Class 3 contains 69036 members 
Mstep: Class 4 contains 38097 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 3480 members 
Mstep: Class 8 contains 46673 members 
Mstep: Class 9 contains 59014 members 
Mstep: Class 10 contains 57254 members 
Mstep: Class 11 contains 15309 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 15716 members 
Mstep: Class 15 contains 74994 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 21 contains 36546 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808876.000000 Penalty: 36390.246094
Iteration 265Q: 18 clusters Score -6.580888e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 69037 members 
Mstep: Class 4 contains 38092 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6294 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 46674 members 
Mstep: Class 9 contains 59014 members 
Mstep: Class 10 contains 57256 members 
Mstep: Class 11 contains 15314 members 
Mstep: Class 12 contains 5120 members 
Mstep: Class 13 contains 15717 members 
Mstep: Class 15 contains 74998 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 21 contains 36545 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808900.000000 Penalty: 36390.246094
Iteration 266Q: 18 clusters Score -6.58089e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 69034 members 
Mstep: Class 4 contains 38085 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 3476 members 
Mstep: Class 8 contains 46674 members 
Mstep: Class 9 contains 59011 members 
Mstep: Class 10 contains 57259 members 
Mstep: Class 11 contains 15326 members 
Mstep: Class 12 contains 5118 members 
Mstep: Class 13 contains 15713 members 
Mstep: Class 15 contains 75002 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 21 contains 36545 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808872.000000 Penalty: 36390.246094
Iteration 267Q: 18 clusters Score -6.580887e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 9853 members 
Mstep: Class 3 contains 69034 members 
Mstep: Class 4 contains 38076 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6294 members 
Mstep: Class 7 contains 3474 members 
Mstep: Class 8 contains 46675 members 
Mstep: Class 9 contains 59011 members 
Mstep: Class 10 contains 57265 members 
Mstep: Class 11 contains 15330 members 
Mstep: Class 12 contains 5114 members 
Mstep: Class 13 contains 15707 members 
Mstep: Class 15 contains 75015 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 21 contains 36539 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808920.000000 Penalty: 36390.246094
Iteration 268Q: 18 clusters Score -6.580892e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 9847 members 
Mstep: Class 3 contains 69032 members 
Mstep: Class 4 contains 38069 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 3471 members 
Mstep: Class 8 contains 46672 members 
Mstep: Class 9 contains 59009 members 
Mstep: Class 10 contains 57269 members 
Mstep: Class 11 contains 15337 members 
Mstep: Class 12 contains 5119 members 
Mstep: Class 13 contains 15705 members 
Mstep: Class 15 contains 75024 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 21 contains 36537 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808908.000000 Penalty: 36390.246094
Iteration 269Q: 18 clusters Score -6.580891e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 9843 members 
Mstep: Class 3 contains 69027 members 
Mstep: Class 4 contains 38065 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 46673 members 
Mstep: Class 9 contains 59007 members 
Mstep: Class 10 contains 57279 members 
Mstep: Class 11 contains 15339 members 
Mstep: Class 12 contains 5118 members 
Mstep: Class 13 contains 15708 members 
Mstep: Class 15 contains 75034 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 21 contains 36535 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808876.000000 Penalty: 36390.246094
Iteration 270Q: 18 clusters Score -6.580888e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 69025 members 
Mstep: Class 4 contains 38057 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 46673 members 
Mstep: Class 9 contains 59008 members 
Mstep: Class 10 contains 57287 members 
Mstep: Class 11 contains 15346 members 
Mstep: Class 12 contains 5115 members 
Mstep: Class 13 contains 15700 members 
Mstep: Class 15 contains 75038 members 
Mstep: Class 18 contains 5614 members 
Mstep: Class 21 contains 36531 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808828.000000 Penalty: 36390.246094
Iteration 271Q: 18 clusters Score -6.580883e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 69022 members 
Mstep: Class 4 contains 38048 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 3457 members 
Mstep: Class 8 contains 46672 members 
Mstep: Class 9 contains 59004 members 
Mstep: Class 10 contains 57295 members 
Mstep: Class 11 contains 15355 members 
Mstep: Class 12 contains 5113 members 
Mstep: Class 13 contains 15687 members 
Mstep: Class 15 contains 75051 members 
Mstep: Class 18 contains 5614 members 
Mstep: Class 21 contains 36529 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808876.000000 Penalty: 36390.246094
Iteration 272Q: 18 clusters Score -6.580888e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 9836 members 
Mstep: Class 3 contains 69020 members 
Mstep: Class 4 contains 38040 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6305 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 46673 members 
Mstep: Class 9 contains 58997 members 
Mstep: Class 10 contains 57301 members 
Mstep: Class 11 contains 15366 members 
Mstep: Class 12 contains 5110 members 
Mstep: Class 13 contains 15673 members 
Mstep: Class 15 contains 75063 members 
Mstep: Class 18 contains 5614 members 
Mstep: Class 21 contains 36526 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808892.000000 Penalty: 36390.246094
Iteration 273Q: 18 clusters Score -6.580889e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 9827 members 
Mstep: Class 3 contains 69021 members 
Mstep: Class 4 contains 38023 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 46671 members 
Mstep: Class 9 contains 58997 members 
Mstep: Class 10 contains 57313 members 
Mstep: Class 11 contains 15382 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 13 contains 15665 members 
Mstep: Class 15 contains 75068 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 21 contains 36527 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808828.000000 Penalty: 36390.246094
Iteration 274Q: 18 clusters Score -6.580883e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 9828 members 
Mstep: Class 3 contains 69022 members 
Mstep: Class 4 contains 38010 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 46668 members 
Mstep: Class 9 contains 58999 members 
Mstep: Class 10 contains 57324 members 
Mstep: Class 11 contains 15393 members 
Mstep: Class 12 contains 5099 members 
Mstep: Class 13 contains 15660 members 
Mstep: Class 15 contains 75074 members 
Mstep: Class 18 contains 5612 members 
Mstep: Class 21 contains 36525 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808876.000000 Penalty: 36390.246094
Iteration 275Q: 18 clusters Score -6.580888e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 69024 members 
Mstep: Class 4 contains 37997 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 46664 members 
Mstep: Class 9 contains 58994 members 
Mstep: Class 10 contains 57343 members 
Mstep: Class 11 contains 15400 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 13 contains 15657 members 
Mstep: Class 15 contains 75072 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 21 contains 36519 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808840.000000 Penalty: 36390.246094
Iteration 276Q: 18 clusters Score -6.580884e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 9822 members 
Mstep: Class 3 contains 69027 members 
Mstep: Class 4 contains 37993 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 46662 members 
Mstep: Class 9 contains 58990 members 
Mstep: Class 10 contains 57353 members 
Mstep: Class 11 contains 15406 members 
Mstep: Class 12 contains 5109 members 
Mstep: Class 13 contains 15654 members 
Mstep: Class 15 contains 75073 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 21 contains 36514 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808836.000000 Penalty: 36390.246094
Iteration 277Q: 18 clusters Score -6.580884e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 69025 members 
Mstep: Class 4 contains 37985 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 46663 members 
Mstep: Class 9 contains 58988 members 
Mstep: Class 10 contains 57365 members 
Mstep: Class 11 contains 15417 members 
Mstep: Class 12 contains 5112 members 
Mstep: Class 13 contains 15651 members 
Mstep: Class 15 contains 75069 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 21 contains 36513 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808848.000000 Penalty: 36390.246094
Iteration 278Q: 18 clusters Score -6.580885e+07 nChanged 69
Entering ConstructFrom: 
Score: -65808848.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (82012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Entering Unmasked Estep 
Score: -10503266.000000 Penalty: 1838.625854
	Iteration 0F: 2 clusters Score -1.050327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -10453241.000000 Penalty: 3677.251709
	Iteration 0F: 3 clusters Score -1.045324e+07 nChanged 39126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -10475858.000000 Penalty: 3677.251709
	Iteration 1F: 3 clusters Score -1.047586e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -10476323.000000 Penalty: 3677.251709
	Iteration 2Q: 3 clusters Score -1.047632e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -10476825.000000 Penalty: 3677.251709
	Iteration 3Q: 3 clusters Score -1.047682e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -10477329.000000 Penalty: 3677.251709
	Iteration 4Q: 3 clusters Score -1.047733e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -10477882.000000 Penalty: 3677.251709
	Iteration 5Q: 3 clusters Score -1.047788e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -10478588.000000 Penalty: 3677.251709
	Iteration 6Q: 3 clusters Score -1.047859e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -10479503.000000 Penalty: 3677.251709
	Iteration 7Q: 3 clusters Score -1.04795e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -10480638.000000 Penalty: 3677.251709
	Iteration 8Q: 3 clusters Score -1.048064e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -10482409.000000 Penalty: 3677.251709
	Iteration 9Q: 3 clusters Score -1.048241e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -10484968.000000 Penalty: 3677.251709
	Iteration 10Q: 3 clusters Score -1.048497e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -10488264.000000 Penalty: 3677.251709
	Iteration 11F: 3 clusters Score -1.048826e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -10491293.000000 Penalty: 3677.251709
	Iteration 12F: 3 clusters Score -1.049129e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -10492874.000000 Penalty: 3677.251709
	Iteration 13Q: 3 clusters Score -1.049287e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -10493363.000000 Penalty: 3677.251709
	Iteration 14Q: 3 clusters Score -1.049336e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -10493709.000000 Penalty: 3677.251709
	Iteration 15Q: 3 clusters Score -1.049371e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -10493936.000000 Penalty: 3677.251709
	Iteration 16Q: 3 clusters Score -1.049394e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -10494164.000000 Penalty: 3677.251709
	Iteration 17Q: 3 clusters Score -1.049416e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -10494564.000000 Penalty: 3677.251709
	Iteration 18Q: 3 clusters Score -1.049456e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -10495009.000000 Penalty: 3677.251709
	Iteration 19Q: 3 clusters Score -1.049501e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -10495569.000000 Penalty: 3677.251709
	Iteration 20F: 3 clusters Score -1.049557e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -10496243.000000 Penalty: 3677.251709
	Iteration 21Q: 3 clusters Score -1.049624e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -10497571.000000 Penalty: 3677.251709
	Iteration 22Q: 3 clusters Score -1.049757e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -10498917.000000 Penalty: 3677.251709
	Iteration 23Q: 3 clusters Score -1.049892e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -10499929.000000 Penalty: 3677.251709
	Iteration 24Q: 3 clusters Score -1.049993e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -10500767.000000 Penalty: 3677.251709
	Iteration 25Q: 3 clusters Score -1.050077e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -10501224.000000 Penalty: 3677.251709
	Iteration 26Q: 3 clusters Score -1.050122e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -10501439.000000 Penalty: 3677.251709
	Iteration 27Q: 3 clusters Score -1.050144e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -10501613.000000 Penalty: 3677.251709
	Iteration 28Q: 3 clusters Score -1.050161e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -10501700.000000 Penalty: 3677.251709
	Iteration 29Q: 3 clusters Score -1.05017e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -10501727.000000 Penalty: 3677.251709
	Iteration 30Q: 3 clusters Score -1.050173e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -10501780.000000 Penalty: 3677.251709
	Iteration 31Q: 3 clusters Score -1.050178e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -10501833.000000 Penalty: 3677.251709
	Iteration 32Q: 3 clusters Score -1.050183e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -10501876.000000 Penalty: 3677.251709
	Iteration 33Q: 3 clusters Score -1.050188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -10501889.000000 Penalty: 3677.251709
	Iteration 34Q: 3 clusters Score -1.050189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -10501884.000000 Penalty: 3677.251709
	Iteration 35Q: 3 clusters Score -1.050188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -10501884.000000 Penalty: 3677.251709
	Iteration 36Q: 3 clusters Score -1.050188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -10501892.000000 Penalty: 3677.251709
	Iteration 37Q: 3 clusters Score -1.050189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
Score: -10501891.000000 Penalty: 3677.251709
	Iteration 38Q: 3 clusters Score -1.050189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 81704 members 
Entering Unmasked Estep 
Score: -10501884.000000 Penalty: 3677.251709
	Iteration 39Q: 3 clusters Score -1.050188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 81704 members 
Entering Unmasked Estep 
Score: -10501886.000000 Penalty: 3677.251709
	Iteration 40F: 3 clusters Score -1.050189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -10501889.000000 Penalty: 3677.251709
	Iteration 41Q: 3 clusters Score -1.050189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -10501889.000000 Penalty: 3677.251709
	Iteration 42F: 3 clusters Score -1.050189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Entering Unmasked Estep 
Score: -1260741.750000 Penalty: 1493.480347
	Iteration 0F: 2 clusters Score -1260742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1253711.125000 Penalty: 2986.960693
	Iteration 0F: 3 clusters Score -1253711 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1255934.000000 Penalty: 2986.960693
	Iteration 1F: 3 clusters Score -1255934 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1256149.250000 Penalty: 2986.960693
	Iteration 2F: 3 clusters Score -1256149 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1256319.500000 Penalty: 2986.960693
	Iteration 3Q: 3 clusters Score -1256320 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1256454.875000 Penalty: 2986.960693
	Iteration 4Q: 3 clusters Score -1256455 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1256579.250000 Penalty: 2986.960693
	Iteration 5Q: 3 clusters Score -1256579 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1256702.875000 Penalty: 2986.960693
	Iteration 6Q: 3 clusters Score -1256703 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1256832.875000 Penalty: 2986.960693
	Iteration 7Q: 3 clusters Score -1256833 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1256994.500000 Penalty: 2986.960693
	Iteration 8Q: 3 clusters Score -1256994 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1257197.375000 Penalty: 2986.960693
	Iteration 9Q: 3 clusters Score -1257197 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1257422.875000 Penalty: 2986.960693
	Iteration 10Q: 3 clusters Score -1257423 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1257723.250000 Penalty: 2986.960693
	Iteration 11Q: 3 clusters Score -1257723 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1258070.750000 Penalty: 2986.960693
	Iteration 12Q: 3 clusters Score -1258071 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1258379.750000 Penalty: 2986.960693
	Iteration 13Q: 3 clusters Score -1258380 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1258654.250000 Penalty: 2986.960693
	Iteration 14Q: 3 clusters Score -1258654 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1258896.875000 Penalty: 2986.960693
	Iteration 15Q: 3 clusters Score -1258897 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1259083.375000 Penalty: 2986.960693
	Iteration 16Q: 3 clusters Score -1259083 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1259212.875000 Penalty: 2986.960693
	Iteration 17Q: 3 clusters Score -1259213 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1259306.375000 Penalty: 2986.960693
	Iteration 18Q: 3 clusters Score -1259306 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1259369.500000 Penalty: 2986.960693
	Iteration 19Q: 3 clusters Score -1259370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1259406.625000 Penalty: 2986.960693
	Iteration 20F: 3 clusters Score -1259407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1259424.500000 Penalty: 2986.960693
	Iteration 21Q: 3 clusters Score -1259424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1259434.750000 Penalty: 2986.960693
	Iteration 22Q: 3 clusters Score -1259435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1259448.625000 Penalty: 2986.960693
	Iteration 23Q: 3 clusters Score -1259449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1259451.375000 Penalty: 2986.960693
	Iteration 24Q: 3 clusters Score -1259451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1259458.750000 Penalty: 2986.960693
	Iteration 25Q: 3 clusters Score -1259459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1259461.625000 Penalty: 2986.960693
	Iteration 26Q: 3 clusters Score -1259462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1259467.000000 Penalty: 2986.960693
	Iteration 27Q: 3 clusters Score -1259467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1259476.875000 Penalty: 2986.960693
	Iteration 28Q: 3 clusters Score -1259477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1259481.500000 Penalty: 2986.960693
	Iteration 29Q: 3 clusters Score -1259482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1259482.125000 Penalty: 2986.960693
	Iteration 30Q: 3 clusters Score -1259482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1259483.625000 Penalty: 2986.960693
	Iteration 31Q: 3 clusters Score -1259484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1259483.875000 Penalty: 2986.960693
	Iteration 32Q: 3 clusters Score -1259484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1259483.875000 Penalty: 2986.960693
	Iteration 33F: 3 clusters Score -1259484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Entering Unmasked Estep 
Score: -8852516.000000 Penalty: 1810.616089
	Iteration 0F: 2 clusters Score -8852516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -8808498.000000 Penalty: 3621.232178
	Iteration 0F: 3 clusters Score -8808498 nChanged 32828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -8827077.000000 Penalty: 3621.232178
	Iteration 1F: 3 clusters Score -8827077 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -8827563.000000 Penalty: 3621.232178
	Iteration 2Q: 3 clusters Score -8827563 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -8828170.000000 Penalty: 3621.232178
	Iteration 3Q: 3 clusters Score -8828170 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -8828918.000000 Penalty: 3621.232178
	Iteration 4Q: 3 clusters Score -8828918 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -8830108.000000 Penalty: 3621.232178
	Iteration 5Q: 3 clusters Score -8830108 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -8831973.000000 Penalty: 3621.232178
	Iteration 6F: 3 clusters Score -8831973 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -8834754.000000 Penalty: 3621.232178
	Iteration 7F: 3 clusters Score -8834754 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -8838428.000000 Penalty: 3621.232178
	Iteration 8F: 3 clusters Score -8838428 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -8842296.000000 Penalty: 3621.232178
	Iteration 9F: 3 clusters Score -8842296 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -8845527.000000 Penalty: 3621.232178
	Iteration 10F: 3 clusters Score -8845527 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -8847669.000000 Penalty: 3621.232178
	Iteration 11Q: 3 clusters Score -8847669 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -8849009.000000 Penalty: 3621.232178
	Iteration 12Q: 3 clusters Score -8849009 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8849796.000000 Penalty: 3621.232178
	Iteration 13Q: 3 clusters Score -8849796 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8850357.000000 Penalty: 3621.232178
	Iteration 14Q: 3 clusters Score -8850357 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8850733.000000 Penalty: 3621.232178
	Iteration 15Q: 3 clusters Score -8850733 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8851022.000000 Penalty: 3621.232178
	Iteration 16Q: 3 clusters Score -8851022 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8851204.000000 Penalty: 3621.232178
	Iteration 17Q: 3 clusters Score -8851204 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8851356.000000 Penalty: 3621.232178
	Iteration 18Q: 3 clusters Score -8851356 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8851465.000000 Penalty: 3621.232178
	Iteration 19Q: 3 clusters Score -8851465 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8851515.000000 Penalty: 3621.232178
	Iteration 20F: 3 clusters Score -8851515 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8851567.000000 Penalty: 3621.232178
	Iteration 21Q: 3 clusters Score -8851567 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8851598.000000 Penalty: 3621.232178
	Iteration 22Q: 3 clusters Score -8851598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8851616.000000 Penalty: 3621.232178
	Iteration 23Q: 3 clusters Score -8851616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8851649.000000 Penalty: 3621.232178
	Iteration 24Q: 3 clusters Score -8851649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8851690.000000 Penalty: 3621.232178
	Iteration 25Q: 3 clusters Score -8851690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8851711.000000 Penalty: 3621.232178
	Iteration 26Q: 3 clusters Score -8851711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8851739.000000 Penalty: 3621.232178
	Iteration 27Q: 3 clusters Score -8851739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8851741.000000 Penalty: 3621.232178
	Iteration 28Q: 3 clusters Score -8851741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8851753.000000 Penalty: 3621.232178
	Iteration 29Q: 3 clusters Score -8851753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8851758.000000 Penalty: 3621.232178
	Iteration 30Q: 3 clusters Score -8851758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8851760.000000 Penalty: 3621.232178
	Iteration 31Q: 3 clusters Score -8851760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8851769.000000 Penalty: 3621.232178
	Iteration 32Q: 3 clusters Score -8851769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8851770.000000 Penalty: 3621.232178
	Iteration 33Q: 3 clusters Score -8851770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8851777.000000 Penalty: 3621.232178
	Iteration 34Q: 3 clusters Score -8851777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8851777.000000 Penalty: 3621.232178
	Iteration 35F: 3 clusters Score -8851777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Entering Unmasked Estep 
Score: -4830595.500000 Penalty: 1713.493896
	Iteration 0F: 2 clusters Score -4830596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4805075.500000 Penalty: 3426.987793
	Iteration 0F: 3 clusters Score -4805076 nChanged 17759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4815014.000000 Penalty: 3426.987793
	Iteration 1F: 3 clusters Score -4815014 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4815475.500000 Penalty: 3426.987793
	Iteration 2Q: 3 clusters Score -4815476 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4815976.000000 Penalty: 3426.987793
	Iteration 3Q: 3 clusters Score -4815976 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4816522.000000 Penalty: 3426.987793
	Iteration 4Q: 3 clusters Score -4816522 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4817074.000000 Penalty: 3426.987793
	Iteration 5Q: 3 clusters Score -4817074 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4817862.000000 Penalty: 3426.987793
	Iteration 6Q: 3 clusters Score -4817862 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4818929.000000 Penalty: 3426.987793
	Iteration 7Q: 3 clusters Score -4818929 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4820486.500000 Penalty: 3426.987793
	Iteration 8F: 3 clusters Score -4820486 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4822180.500000 Penalty: 3426.987793
	Iteration 9F: 3 clusters Score -4822180 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4823322.500000 Penalty: 3426.987793
	Iteration 10F: 3 clusters Score -4823322 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4823907.500000 Penalty: 3426.987793
	Iteration 11Q: 3 clusters Score -4823908 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4824332.000000 Penalty: 3426.987793
	Iteration 12Q: 3 clusters Score -4824332 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4824748.500000 Penalty: 3426.987793
	Iteration 13Q: 3 clusters Score -4824748 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4825253.000000 Penalty: 3426.987793
	Iteration 14Q: 3 clusters Score -4825253 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4825790.000000 Penalty: 3426.987793
	Iteration 15Q: 3 clusters Score -4825790 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4826393.500000 Penalty: 3426.987793
	Iteration 16Q: 3 clusters Score -4826394 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -4826949.000000 Penalty: 3426.987793
	Iteration 17Q: 3 clusters Score -4826949 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4827460.000000 Penalty: 3426.987793
	Iteration 18Q: 3 clusters Score -4827460 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4827873.000000 Penalty: 3426.987793
	Iteration 19Q: 3 clusters Score -4827873 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4828175.000000 Penalty: 3426.987793
	Iteration 20F: 3 clusters Score -4828175 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -4828393.000000 Penalty: 3426.987793
	Iteration 21Q: 3 clusters Score -4828393 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4828519.000000 Penalty: 3426.987793
	Iteration 22Q: 3 clusters Score -4828519 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -4828609.500000 Penalty: 3426.987793
	Iteration 23Q: 3 clusters Score -4828610 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4828663.000000 Penalty: 3426.987793
	Iteration 24Q: 3 clusters Score -4828663 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4828716.500000 Penalty: 3426.987793
	Iteration 25Q: 3 clusters Score -4828716 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4828741.500000 Penalty: 3426.987793
	Iteration 26Q: 3 clusters Score -4828742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -4828771.500000 Penalty: 3426.987793
	Iteration 27Q: 3 clusters Score -4828772 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4828774.000000 Penalty: 3426.987793
	Iteration 28Q: 3 clusters Score -4828774 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4828788.000000 Penalty: 3426.987793
	Iteration 29Q: 3 clusters Score -4828788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4828794.500000 Penalty: 3426.987793
	Iteration 30Q: 3 clusters Score -4828794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -4828805.500000 Penalty: 3426.987793
	Iteration 31Q: 3 clusters Score -4828806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -4828813.000000 Penalty: 3426.987793
	Iteration 32Q: 3 clusters Score -4828813 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4828811.000000 Penalty: 3426.987793
	Iteration 33Q: 3 clusters Score -4828811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -4828804.000000 Penalty: 3426.987793
	Iteration 34Q: 3 clusters Score -4828804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -4828814.000000 Penalty: 3426.987793
	Iteration 35Q: 3 clusters Score -4828814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4828810.500000 Penalty: 3426.987793
	Iteration 36Q: 3 clusters Score -4828810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4828811.500000 Penalty: 3426.987793
	Iteration 37Q: 3 clusters Score -4828812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4828825.000000 Penalty: 3426.987793
	Iteration 38Q: 3 clusters Score -4828825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4828824.000000 Penalty: 3426.987793
	Iteration 39Q: 3 clusters Score -4828824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -4828827.500000 Penalty: 3426.987793
	Iteration 40F: 3 clusters Score -4828828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4828832.000000 Penalty: 3426.987793
	Iteration 41Q: 3 clusters Score -4828832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -4828830.000000 Penalty: 3426.987793
	Iteration 42Q: 3 clusters Score -4828830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4828833.000000 Penalty: 3426.987793
	Iteration 43Q: 3 clusters Score -4828833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -4828824.000000 Penalty: 3426.987793
	Iteration 44Q: 3 clusters Score -4828824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -4828832.500000 Penalty: 3426.987793
	Iteration 45Q: 3 clusters Score -4828832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4828839.000000 Penalty: 3426.987793
	Iteration 46Q: 3 clusters Score -4828839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -4828841.000000 Penalty: 3426.987793
	Iteration 47Q: 3 clusters Score -4828841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4828845.000000 Penalty: 3426.987793
	Iteration 48Q: 3 clusters Score -4828845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4828843.000000 Penalty: 3426.987793
	Iteration 49Q: 3 clusters Score -4828843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4828840.500000 Penalty: 3426.987793
	Iteration 50Q: 3 clusters Score -4828840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -4828838.000000 Penalty: 3426.987793
	Iteration 51Q: 3 clusters Score -4828838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -4828837.000000 Penalty: 3426.987793
	Iteration 52Q: 3 clusters Score -4828837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4828836.000000 Penalty: 3426.987793
	Iteration 53Q: 3 clusters Score -4828836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4828838.000000 Penalty: 3426.987793
	Iteration 54Q: 3 clusters Score -4828838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4828839.500000 Penalty: 3426.987793
	Iteration 55Q: 3 clusters Score -4828840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -4828840.500000 Penalty: 3426.987793
	Iteration 56Q: 3 clusters Score -4828840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -4828840.000000 Penalty: 3426.987793
	Iteration 57Q: 3 clusters Score -4828840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4828838.500000 Penalty: 3426.987793
	Iteration 58Q: 3 clusters Score -4828838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -4828837.500000 Penalty: 3426.987793
	Iteration 59Q: 3 clusters Score -4828838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -4828839.500000 Penalty: 3426.987793
	Iteration 60F: 3 clusters Score -4828840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4828845.500000 Penalty: 3426.987793
	Iteration 61Q: 3 clusters Score -4828846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4828837.500000 Penalty: 3426.987793
	Iteration 62Q: 3 clusters Score -4828838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4828841.500000 Penalty: 3426.987793
	Iteration 63Q: 3 clusters Score -4828842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -4828844.000000 Penalty: 3426.987793
	Iteration 64Q: 3 clusters Score -4828844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4828840.000000 Penalty: 3426.987793
	Iteration 65Q: 3 clusters Score -4828840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4828840.500000 Penalty: 3426.987793
	Iteration 66Q: 3 clusters Score -4828840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -4828836.500000 Penalty: 3426.987793
	Iteration 67Q: 3 clusters Score -4828836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -4828845.500000 Penalty: 3426.987793
	Iteration 68Q: 3 clusters Score -4828846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4828843.000000 Penalty: 3426.987793
	Iteration 69Q: 3 clusters Score -4828843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4828844.500000 Penalty: 3426.987793
	Iteration 70Q: 3 clusters Score -4828844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4828852.000000 Penalty: 3426.987793
	Iteration 71Q: 3 clusters Score -4828852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4828853.000000 Penalty: 3426.987793
	Iteration 72Q: 3 clusters Score -4828853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4828858.000000 Penalty: 3426.987793
	Iteration 73Q: 3 clusters Score -4828858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4828861.500000 Penalty: 3426.987793
	Iteration 74Q: 3 clusters Score -4828862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4828853.000000 Penalty: 3426.987793
	Iteration 75Q: 3 clusters Score -4828853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4828853.000000 Penalty: 3426.987793
	Iteration 76F: 3 clusters Score -4828853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -86235.289062 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -86235.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85008.046875 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -85008.05 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85289.710938 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -85289.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85397.578125 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -85397.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85468.500000 Penalty: 2154.972168
	Iteration 3F: 3 clusters Score -85468.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85520.945312 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -85520.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85600.585938 Penalty: 2154.972168
	Iteration 5F: 3 clusters Score -85600.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85697.273438 Penalty: 2154.972168
	Iteration 6F: 3 clusters Score -85697.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85783.992188 Penalty: 2154.972168
	Iteration 7F: 3 clusters Score -85783.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85838.875000 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -85838.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85867.906250 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -85867.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85888.515625 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -85888.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -85907.390625 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -85907.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85915.960938 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -85915.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85919.406250 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -85919.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85921.234375 Penalty: 2154.972168
	Iteration 14Q: 3 clusters Score -85921.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85921.234375 Penalty: 2154.972168
	Iteration 15F: 3 clusters Score -85921.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -803472.125000 Penalty: 1421.780029
	Iteration 0F: 2 clusters Score -803472.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -798678.750000 Penalty: 2843.560059
	Iteration 0F: 3 clusters Score -798678.8 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -800051.812500 Penalty: 2843.560059
	Iteration 1F: 3 clusters Score -800051.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -800217.000000 Penalty: 2843.560059
	Iteration 2F: 3 clusters Score -800217 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -800324.625000 Penalty: 2843.560059
	Iteration 3Q: 3 clusters Score -800324.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -800394.312500 Penalty: 2843.560059
	Iteration 4Q: 3 clusters Score -800394.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -800442.937500 Penalty: 2843.560059
	Iteration 5Q: 3 clusters Score -800442.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -800490.437500 Penalty: 2843.560059
	Iteration 6Q: 3 clusters Score -800490.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -800520.500000 Penalty: 2843.560059
	Iteration 7Q: 3 clusters Score -800520.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -800549.187500 Penalty: 2843.560059
	Iteration 8Q: 3 clusters Score -800549.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -800571.375000 Penalty: 2843.560059
	Iteration 9Q: 3 clusters Score -800571.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -800595.375000 Penalty: 2843.560059
	Iteration 10Q: 3 clusters Score -800595.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -800614.375000 Penalty: 2843.560059
	Iteration 11Q: 3 clusters Score -800614.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -800639.062500 Penalty: 2843.560059
	Iteration 12Q: 3 clusters Score -800639.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -800660.312500 Penalty: 2843.560059
	Iteration 13Q: 3 clusters Score -800660.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -800691.875000 Penalty: 2843.560059
	Iteration 14Q: 3 clusters Score -800691.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -800729.375000 Penalty: 2843.560059
	Iteration 15Q: 3 clusters Score -800729.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -800792.687500 Penalty: 2843.560059
	Iteration 16Q: 3 clusters Score -800792.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -800874.562500 Penalty: 2843.560059
	Iteration 17Q: 3 clusters Score -800874.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -800976.687500 Penalty: 2843.560059
	Iteration 18Q: 3 clusters Score -800976.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -801104.312500 Penalty: 2843.560059
	Iteration 19Q: 3 clusters Score -801104.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -801262.187500 Penalty: 2843.560059
	Iteration 20F: 3 clusters Score -801262.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -801434.437500 Penalty: 2843.560059
	Iteration 21Q: 3 clusters Score -801434.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -801617.625000 Penalty: 2843.560059
	Iteration 22Q: 3 clusters Score -801617.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -801773.125000 Penalty: 2843.560059
	Iteration 23Q: 3 clusters Score -801773.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -801935.437500 Penalty: 2843.560059
	Iteration 24Q: 3 clusters Score -801935.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -802042.625000 Penalty: 2843.560059
	Iteration 25Q: 3 clusters Score -802042.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -802112.687500 Penalty: 2843.560059
	Iteration 26Q: 3 clusters Score -802112.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -802150.437500 Penalty: 2843.560059
	Iteration 27Q: 3 clusters Score -802150.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -802176.750000 Penalty: 2843.560059
	Iteration 28Q: 3 clusters Score -802176.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -802203.437500 Penalty: 2843.560059
	Iteration 29Q: 3 clusters Score -802203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -802220.250000 Penalty: 2843.560059
	Iteration 30Q: 3 clusters Score -802220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -802235.812500 Penalty: 2843.560059
	Iteration 31Q: 3 clusters Score -802235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -802241.125000 Penalty: 2843.560059
	Iteration 32Q: 3 clusters Score -802241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -802244.875000 Penalty: 2843.560059
	Iteration 33Q: 3 clusters Score -802244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -802245.562500 Penalty: 2843.560059
	Iteration 34Q: 3 clusters Score -802245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -802245.562500 Penalty: 2843.560059
	Iteration 35F: 3 clusters Score -802245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -412129.031250 Penalty: 1324.028442
	Iteration 0F: 2 clusters Score -412129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -409106.593750 Penalty: 2648.056885
	Iteration 0F: 3 clusters Score -409106.6 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -409884.093750 Penalty: 2648.056885
	Iteration 1F: 3 clusters Score -409884.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -410106.218750 Penalty: 2648.056885
	Iteration 2F: 3 clusters Score -410106.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -410322.531250 Penalty: 2648.056885
	Iteration 3F: 3 clusters Score -410322.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -410521.062500 Penalty: 2648.056885
	Iteration 4F: 3 clusters Score -410521.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -410701.750000 Penalty: 2648.056885
	Iteration 5F: 3 clusters Score -410701.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -410857.093750 Penalty: 2648.056885
	Iteration 6F: 3 clusters Score -410857.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -410993.218750 Penalty: 2648.056885
	Iteration 7Q: 3 clusters Score -410993.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -411104.406250 Penalty: 2648.056885
	Iteration 8Q: 3 clusters Score -411104.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -411182.156250 Penalty: 2648.056885
	Iteration 9Q: 3 clusters Score -411182.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -411225.250000 Penalty: 2648.056885
	Iteration 10Q: 3 clusters Score -411225.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -411245.218750 Penalty: 2648.056885
	Iteration 11Q: 3 clusters Score -411245.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -411255.593750 Penalty: 2648.056885
	Iteration 12Q: 3 clusters Score -411255.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -411262.125000 Penalty: 2648.056885
	Iteration 13Q: 3 clusters Score -411262.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -411265.156250 Penalty: 2648.056885
	Iteration 14Q: 3 clusters Score -411265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -411267.218750 Penalty: 2648.056885
	Iteration 15Q: 3 clusters Score -411267.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -411269.031250 Penalty: 2648.056885
	Iteration 16Q: 3 clusters Score -411269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -411269.875000 Penalty: 2648.056885
	Iteration 17Q: 3 clusters Score -411269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -411270.031250 Penalty: 2648.056885
	Iteration 18Q: 3 clusters Score -411270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -411270.281250 Penalty: 2648.056885
	Iteration 19Q: 3 clusters Score -411270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -411270.500000 Penalty: 2648.056885
	Iteration 20F: 3 clusters Score -411270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Entering Unmasked Estep 
Score: -6033701.000000 Penalty: 1746.993408
	Iteration 0F: 2 clusters Score -6033701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -6002789.000000 Penalty: 3493.986816
	Iteration 0F: 3 clusters Score -6002789 nChanged 21851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -6015055.500000 Penalty: 3493.986816
	Iteration 1F: 3 clusters Score -6015056 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -6015485.000000 Penalty: 3493.986816
	Iteration 2Q: 3 clusters Score -6015485 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6015889.500000 Penalty: 3493.986816
	Iteration 3Q: 3 clusters Score -6015890 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -6016385.000000 Penalty: 3493.986816
	Iteration 4Q: 3 clusters Score -6016385 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -6016957.500000 Penalty: 3493.986816
	Iteration 5Q: 3 clusters Score -6016958 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -6017755.500000 Penalty: 3493.986816
	Iteration 6Q: 3 clusters Score -6017756 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -6018929.000000 Penalty: 3493.986816
	Iteration 7Q: 3 clusters Score -6018929 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -6020528.000000 Penalty: 3493.986816
	Iteration 8F: 3 clusters Score -6020528 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -6022668.500000 Penalty: 3493.986816
	Iteration 9F: 3 clusters Score -6022668 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -6025196.500000 Penalty: 3493.986816
	Iteration 10F: 3 clusters Score -6025196 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -6027811.500000 Penalty: 3493.986816
	Iteration 11F: 3 clusters Score -6027812 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6029766.500000 Penalty: 3493.986816
	Iteration 12F: 3 clusters Score -6029766 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6030937.000000 Penalty: 3493.986816
	Iteration 13Q: 3 clusters Score -6030937 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6031539.500000 Penalty: 3493.986816
	Iteration 14Q: 3 clusters Score -6031540 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6031836.500000 Penalty: 3493.986816
	Iteration 15Q: 3 clusters Score -6031836 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6031959.000000 Penalty: 3493.986816
	Iteration 16Q: 3 clusters Score -6031959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6032026.500000 Penalty: 3493.986816
	Iteration 17Q: 3 clusters Score -6032026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6032064.000000 Penalty: 3493.986816
	Iteration 18Q: 3 clusters Score -6032064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6032078.500000 Penalty: 3493.986816
	Iteration 19Q: 3 clusters Score -6032078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6032089.500000 Penalty: 3493.986816
	Iteration 20F: 3 clusters Score -6032090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6032107.000000 Penalty: 3493.986816
	Iteration 21Q: 3 clusters Score -6032107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6032132.000000 Penalty: 3493.986816
	Iteration 22Q: 3 clusters Score -6032132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6032145.000000 Penalty: 3493.986816
	Iteration 23Q: 3 clusters Score -6032145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6032157.500000 Penalty: 3493.986816
	Iteration 24Q: 3 clusters Score -6032158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6032168.000000 Penalty: 3493.986816
	Iteration 25Q: 3 clusters Score -6032168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6032176.000000 Penalty: 3493.986816
	Iteration 26Q: 3 clusters Score -6032176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6032179.500000 Penalty: 3493.986816
	Iteration 27Q: 3 clusters Score -6032180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6032186.000000 Penalty: 3493.986816
	Iteration 28Q: 3 clusters Score -6032186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6032185.000000 Penalty: 3493.986816
	Iteration 29Q: 3 clusters Score -6032185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6032189.000000 Penalty: 3493.986816
	Iteration 30Q: 3 clusters Score -6032189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6032190.000000 Penalty: 3493.986816
	Iteration 31Q: 3 clusters Score -6032190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6032193.500000 Penalty: 3493.986816
	Iteration 32Q: 3 clusters Score -6032194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6032195.000000 Penalty: 3493.986816
	Iteration 33Q: 3 clusters Score -6032195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6032196.000000 Penalty: 3493.986816
	Iteration 34Q: 3 clusters Score -6032196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6032196.000000 Penalty: 3493.986816
	Iteration 35F: 3 clusters Score -6032196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Entering Unmasked Estep 
Score: -7613043.500000 Penalty: 1785.074219
	Iteration 0F: 2 clusters Score -7613044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -7575028.000000 Penalty: 3570.148438
	Iteration 0F: 3 clusters Score -7575028 nChanged 27784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -7590871.000000 Penalty: 3570.148438
	Iteration 1F: 3 clusters Score -7590871 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -7591314.500000 Penalty: 3570.148438
	Iteration 2Q: 3 clusters Score -7591314 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -7591710.000000 Penalty: 3570.148438
	Iteration 3Q: 3 clusters Score -7591710 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -7592209.500000 Penalty: 3570.148438
	Iteration 4Q: 3 clusters Score -7592210 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -7592803.500000 Penalty: 3570.148438
	Iteration 5Q: 3 clusters Score -7592804 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -7593655.000000 Penalty: 3570.148438
	Iteration 6Q: 3 clusters Score -7593655 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -7595057.000000 Penalty: 3570.148438
	Iteration 7Q: 3 clusters Score -7595057 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7597144.500000 Penalty: 3570.148438
	Iteration 8F: 3 clusters Score -7597144 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -7599902.000000 Penalty: 3570.148438
	Iteration 9F: 3 clusters Score -7599902 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -7602940.000000 Penalty: 3570.148438
	Iteration 10F: 3 clusters Score -7602940 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -7605052.000000 Penalty: 3570.148438
	Iteration 11Q: 3 clusters Score -7605052 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -7606271.000000 Penalty: 3570.148438
	Iteration 12Q: 3 clusters Score -7606271 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -7606996.500000 Penalty: 3570.148438
	Iteration 13Q: 3 clusters Score -7606996 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -7607524.000000 Penalty: 3570.148438
	Iteration 14Q: 3 clusters Score -7607524 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -7608000.000000 Penalty: 3570.148438
	Iteration 15Q: 3 clusters Score -7608000 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -7608347.500000 Penalty: 3570.148438
	Iteration 16Q: 3 clusters Score -7608348 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -7608671.500000 Penalty: 3570.148438
	Iteration 17Q: 3 clusters Score -7608672 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -7609024.500000 Penalty: 3570.148438
	Iteration 18Q: 3 clusters Score -7609024 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -7609332.000000 Penalty: 3570.148438
	Iteration 19Q: 3 clusters Score -7609332 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -7609604.500000 Penalty: 3570.148438
	Iteration 20F: 3 clusters Score -7609604 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -7609856.000000 Penalty: 3570.148438
	Iteration 21Q: 3 clusters Score -7609856 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -7610033.000000 Penalty: 3570.148438
	Iteration 22Q: 3 clusters Score -7610033 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -7610237.500000 Penalty: 3570.148438
	Iteration 23Q: 3 clusters Score -7610238 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -7610391.500000 Penalty: 3570.148438
	Iteration 24Q: 3 clusters Score -7610392 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -7610517.000000 Penalty: 3570.148438
	Iteration 25Q: 3 clusters Score -7610517 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -7610615.500000 Penalty: 3570.148438
	Iteration 26Q: 3 clusters Score -7610616 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -7610694.500000 Penalty: 3570.148438
	Iteration 27Q: 3 clusters Score -7610694 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -7610811.500000 Penalty: 3570.148438
	Iteration 28Q: 3 clusters Score -7610812 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -7610893.000000 Penalty: 3570.148438
	Iteration 29Q: 3 clusters Score -7610893 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -7610965.500000 Penalty: 3570.148438
	Iteration 30Q: 3 clusters Score -7610966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -7611036.000000 Penalty: 3570.148438
	Iteration 31Q: 3 clusters Score -7611036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -7611100.000000 Penalty: 3570.148438
	Iteration 32Q: 3 clusters Score -7611100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -7611171.000000 Penalty: 3570.148438
	Iteration 33Q: 3 clusters Score -7611171 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -7611226.500000 Penalty: 3570.148438
	Iteration 34Q: 3 clusters Score -7611226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -7611252.500000 Penalty: 3570.148438
	Iteration 35Q: 3 clusters Score -7611252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -7611281.000000 Penalty: 3570.148438
	Iteration 36Q: 3 clusters Score -7611281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -7611293.500000 Penalty: 3570.148438
	Iteration 37Q: 3 clusters Score -7611294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -7611312.500000 Penalty: 3570.148438
	Iteration 38Q: 3 clusters Score -7611312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -7611328.000000 Penalty: 3570.148438
	Iteration 39Q: 3 clusters Score -7611328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -7611352.500000 Penalty: 3570.148438
	Iteration 40F: 3 clusters Score -7611352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -7611361.000000 Penalty: 3570.148438
	Iteration 41Q: 3 clusters Score -7611361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -7611372.000000 Penalty: 3570.148438
	Iteration 42Q: 3 clusters Score -7611372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -7611380.500000 Penalty: 3570.148438
	Iteration 43Q: 3 clusters Score -7611380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -7611387.000000 Penalty: 3570.148438
	Iteration 44Q: 3 clusters Score -7611387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -7611389.000000 Penalty: 3570.148438
	Iteration 45Q: 3 clusters Score -7611389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -7611391.000000 Penalty: 3570.148438
	Iteration 46Q: 3 clusters Score -7611391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -7611396.000000 Penalty: 3570.148438
	Iteration 47Q: 3 clusters Score -7611396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -7611404.500000 Penalty: 3570.148438
	Iteration 48Q: 3 clusters Score -7611404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -7611405.500000 Penalty: 3570.148438
	Iteration 49Q: 3 clusters Score -7611406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -7611406.000000 Penalty: 3570.148438
	Iteration 50Q: 3 clusters Score -7611406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -7611404.500000 Penalty: 3570.148438
	Iteration 51Q: 3 clusters Score -7611404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -7611404.000000 Penalty: 3570.148438
	Iteration 52Q: 3 clusters Score -7611404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -7611406.000000 Penalty: 3570.148438
	Iteration 53Q: 3 clusters Score -7611406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -7611408.500000 Penalty: 3570.148438
	Iteration 54Q: 3 clusters Score -7611408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -7611408.500000 Penalty: 3570.148438
	Iteration 55F: 3 clusters Score -7611408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Entering Unmasked Estep 
Score: -7334765.000000 Penalty: 1780.568848
	Iteration 0F: 2 clusters Score -7334765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -7296425.500000 Penalty: 3561.137695
	Iteration 0F: 3 clusters Score -7296426 nChanged 27056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -7311562.000000 Penalty: 3561.137695
	Iteration 1F: 3 clusters Score -7311562 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -7312142.500000 Penalty: 3561.137695
	Iteration 2Q: 3 clusters Score -7312142 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -7313006.500000 Penalty: 3561.137695
	Iteration 3Q: 3 clusters Score -7313006 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7314188.000000 Penalty: 3561.137695
	Iteration 4Q: 3 clusters Score -7314188 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -7315876.500000 Penalty: 3561.137695
	Iteration 5F: 3 clusters Score -7315876 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -7318149.000000 Penalty: 3561.137695
	Iteration 6F: 3 clusters Score -7318149 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -7320881.500000 Penalty: 3561.137695
	Iteration 7F: 3 clusters Score -7320882 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -7323901.500000 Penalty: 3561.137695
	Iteration 8F: 3 clusters Score -7323902 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -7326599.000000 Penalty: 3561.137695
	Iteration 9F: 3 clusters Score -7326599 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -7328642.000000 Penalty: 3561.137695
	Iteration 10Q: 3 clusters Score -7328642 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -7330072.000000 Penalty: 3561.137695
	Iteration 11Q: 3 clusters Score -7330072 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -7330954.500000 Penalty: 3561.137695
	Iteration 12Q: 3 clusters Score -7330954 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -7331522.000000 Penalty: 3561.137695
	Iteration 13Q: 3 clusters Score -7331522 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -7331959.000000 Penalty: 3561.137695
	Iteration 14Q: 3 clusters Score -7331959 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -7332281.000000 Penalty: 3561.137695
	Iteration 15Q: 3 clusters Score -7332281 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -7332556.000000 Penalty: 3561.137695
	Iteration 16Q: 3 clusters Score -7332556 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -7332784.500000 Penalty: 3561.137695
	Iteration 17Q: 3 clusters Score -7332784 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -7332992.000000 Penalty: 3561.137695
	Iteration 18Q: 3 clusters Score -7332992 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -7333124.000000 Penalty: 3561.137695
	Iteration 19Q: 3 clusters Score -7333124 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -7333222.500000 Penalty: 3561.137695
	Iteration 20F: 3 clusters Score -7333222 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -7333262.000000 Penalty: 3561.137695
	Iteration 21Q: 3 clusters Score -7333262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -7333298.500000 Penalty: 3561.137695
	Iteration 22Q: 3 clusters Score -7333298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -7333310.000000 Penalty: 3561.137695
	Iteration 23Q: 3 clusters Score -7333310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -7333331.500000 Penalty: 3561.137695
	Iteration 24Q: 3 clusters Score -7333332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -7333383.500000 Penalty: 3561.137695
	Iteration 25Q: 3 clusters Score -7333384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7333392.000000 Penalty: 3561.137695
	Iteration 26Q: 3 clusters Score -7333392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -7333410.500000 Penalty: 3561.137695
	Iteration 27Q: 3 clusters Score -7333410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -7333402.500000 Penalty: 3561.137695
	Iteration 28Q: 3 clusters Score -7333402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -7333403.500000 Penalty: 3561.137695
	Iteration 29Q: 3 clusters Score -7333404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -7333420.000000 Penalty: 3561.137695
	Iteration 30Q: 3 clusters Score -7333420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -7333430.500000 Penalty: 3561.137695
	Iteration 31Q: 3 clusters Score -7333430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -7333434.000000 Penalty: 3561.137695
	Iteration 32Q: 3 clusters Score -7333434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -7333440.000000 Penalty: 3561.137695
	Iteration 33Q: 3 clusters Score -7333440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -7333439.000000 Penalty: 3561.137695
	Iteration 34Q: 3 clusters Score -7333439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -7333448.000000 Penalty: 3561.137695
	Iteration 35Q: 3 clusters Score -7333448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -7333455.000000 Penalty: 3561.137695
	Iteration 36Q: 3 clusters Score -7333455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -7333455.000000 Penalty: 3561.137695
	Iteration 37Q: 3 clusters Score -7333455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -7333460.500000 Penalty: 3561.137695
	Iteration 38Q: 3 clusters Score -7333460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -7333467.000000 Penalty: 3561.137695
	Iteration 39Q: 3 clusters Score -7333467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -7333465.000000 Penalty: 3561.137695
	Iteration 40F: 3 clusters Score -7333465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -7333463.000000 Penalty: 3561.137695
	Iteration 41Q: 3 clusters Score -7333463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -7333462.500000 Penalty: 3561.137695
	Iteration 42Q: 3 clusters Score -7333462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7333464.500000 Penalty: 3561.137695
	Iteration 43Q: 3 clusters Score -7333464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -7333464.000000 Penalty: 3561.137695
	Iteration 44Q: 3 clusters Score -7333464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -7333474.500000 Penalty: 3561.137695
	Iteration 45Q: 3 clusters Score -7333474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -7333477.000000 Penalty: 3561.137695
	Iteration 46Q: 3 clusters Score -7333477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -7333483.500000 Penalty: 3561.137695
	Iteration 47Q: 3 clusters Score -7333484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -7333481.000000 Penalty: 3561.137695
	Iteration 48Q: 3 clusters Score -7333481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -7333480.500000 Penalty: 3561.137695
	Iteration 49Q: 3 clusters Score -7333480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -7333484.000000 Penalty: 3561.137695
	Iteration 50Q: 3 clusters Score -7333484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -7333487.000000 Penalty: 3561.137695
	Iteration 51Q: 3 clusters Score -7333487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -7333488.000000 Penalty: 3561.137695
	Iteration 52Q: 3 clusters Score -7333488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -7333489.000000 Penalty: 3561.137695
	Iteration 53Q: 3 clusters Score -7333489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -7333488.500000 Penalty: 3561.137695
	Iteration 54Q: 3 clusters Score -7333488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -7333486.000000 Penalty: 3561.137695
	Iteration 55Q: 3 clusters Score -7333486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -7333488.000000 Penalty: 3561.137695
	Iteration 56Q: 3 clusters Score -7333488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -7333487.000000 Penalty: 3561.137695
	Iteration 57Q: 3 clusters Score -7333487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -7333486.000000 Penalty: 3561.137695
	Iteration 58Q: 3 clusters Score -7333486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -7333490.000000 Penalty: 3561.137695
	Iteration 59Q: 3 clusters Score -7333490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -7333489.500000 Penalty: 3561.137695
	Iteration 60F: 3 clusters Score -7333490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -7333492.500000 Penalty: 3561.137695
	Iteration 61Q: 3 clusters Score -7333492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -7333491.000000 Penalty: 3561.137695
	Iteration 62Q: 3 clusters Score -7333491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -7333491.500000 Penalty: 3561.137695
	Iteration 63Q: 3 clusters Score -7333492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -7333488.500000 Penalty: 3561.137695
	Iteration 64Q: 3 clusters Score -7333488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -7333497.500000 Penalty: 3561.137695
	Iteration 65Q: 3 clusters Score -7333498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -7333492.500000 Penalty: 3561.137695
	Iteration 66Q: 3 clusters Score -7333492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -7333489.500000 Penalty: 3561.137695
	Iteration 67Q: 3 clusters Score -7333490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -7333486.500000 Penalty: 3561.137695
	Iteration 68Q: 3 clusters Score -7333486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -7333493.500000 Penalty: 3561.137695
	Iteration 69Q: 3 clusters Score -7333494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -7333493.000000 Penalty: 3561.137695
	Iteration 70Q: 3 clusters Score -7333493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -7333493.000000 Penalty: 3561.137695
	Iteration 71Q: 3 clusters Score -7333493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -7333496.000000 Penalty: 3561.137695
	Iteration 72Q: 3 clusters Score -7333496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -7333496.000000 Penalty: 3561.137695
	Iteration 73F: 3 clusters Score -7333496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Entering Unmasked Estep 
Score: -1954627.000000 Penalty: 1567.150635
	Iteration 0F: 2 clusters Score -1954627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1943908.625000 Penalty: 3134.301270
	Iteration 0F: 3 clusters Score -1943909 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1947763.875000 Penalty: 3134.301270
	Iteration 1F: 3 clusters Score -1947764 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1948102.875000 Penalty: 3134.301270
	Iteration 2F: 3 clusters Score -1948103 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1948499.125000 Penalty: 3134.301270
	Iteration 3Q: 3 clusters Score -1948499 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1948947.000000 Penalty: 3134.301270
	Iteration 4F: 3 clusters Score -1948947 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1949463.125000 Penalty: 3134.301270
	Iteration 5F: 3 clusters Score -1949463 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1950050.625000 Penalty: 3134.301270
	Iteration 6F: 3 clusters Score -1950051 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1950665.625000 Penalty: 3134.301270
	Iteration 7F: 3 clusters Score -1950666 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1951215.500000 Penalty: 3134.301270
	Iteration 8F: 3 clusters Score -1951216 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1951703.500000 Penalty: 3134.301270
	Iteration 9Q: 3 clusters Score -1951704 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1952133.750000 Penalty: 3134.301270
	Iteration 10Q: 3 clusters Score -1952134 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1952413.125000 Penalty: 3134.301270
	Iteration 11Q: 3 clusters Score -1952413 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1952645.625000 Penalty: 3134.301270
	Iteration 12Q: 3 clusters Score -1952646 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1952835.250000 Penalty: 3134.301270
	Iteration 13Q: 3 clusters Score -1952835 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1953002.375000 Penalty: 3134.301270
	Iteration 14Q: 3 clusters Score -1953002 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1953133.875000 Penalty: 3134.301270
	Iteration 15Q: 3 clusters Score -1953134 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1953246.750000 Penalty: 3134.301270
	Iteration 16Q: 3 clusters Score -1953247 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1953348.250000 Penalty: 3134.301270
	Iteration 17Q: 3 clusters Score -1953348 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1953444.000000 Penalty: 3134.301270
	Iteration 18Q: 3 clusters Score -1953444 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1953540.750000 Penalty: 3134.301270
	Iteration 19Q: 3 clusters Score -1953541 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1953622.875000 Penalty: 3134.301270
	Iteration 20F: 3 clusters Score -1953623 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1953685.125000 Penalty: 3134.301270
	Iteration 21Q: 3 clusters Score -1953685 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1953727.125000 Penalty: 3134.301270
	Iteration 22Q: 3 clusters Score -1953727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1953746.750000 Penalty: 3134.301270
	Iteration 23Q: 3 clusters Score -1953747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1953757.625000 Penalty: 3134.301270
	Iteration 24Q: 3 clusters Score -1953758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1953762.375000 Penalty: 3134.301270
	Iteration 25Q: 3 clusters Score -1953762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1953771.375000 Penalty: 3134.301270
	Iteration 26Q: 3 clusters Score -1953771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1953782.500000 Penalty: 3134.301270
	Iteration 27Q: 3 clusters Score -1953782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1953790.500000 Penalty: 3134.301270
	Iteration 28Q: 3 clusters Score -1953790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1953797.500000 Penalty: 3134.301270
	Iteration 29Q: 3 clusters Score -1953798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1953801.000000 Penalty: 3134.301270
	Iteration 30Q: 3 clusters Score -1953801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1953802.250000 Penalty: 3134.301270
	Iteration 31Q: 3 clusters Score -1953802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1953810.500000 Penalty: 3134.301270
	Iteration 32Q: 3 clusters Score -1953810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1953813.250000 Penalty: 3134.301270
	Iteration 33Q: 3 clusters Score -1953813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1953812.250000 Penalty: 3134.301270
	Iteration 34Q: 3 clusters Score -1953812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1953816.875000 Penalty: 3134.301270
	Iteration 35Q: 3 clusters Score -1953817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1953820.625000 Penalty: 3134.301270
	Iteration 36Q: 3 clusters Score -1953821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1953825.000000 Penalty: 3134.301270
	Iteration 37Q: 3 clusters Score -1953825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1953827.250000 Penalty: 3134.301270
	Iteration 38Q: 3 clusters Score -1953827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1953830.625000 Penalty: 3134.301270
	Iteration 39Q: 3 clusters Score -1953831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1953831.875000 Penalty: 3134.301270
	Iteration 40F: 3 clusters Score -1953832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1953829.500000 Penalty: 3134.301270
	Iteration 41Q: 3 clusters Score -1953830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1953831.250000 Penalty: 3134.301270
	Iteration 42Q: 3 clusters Score -1953831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1953830.875000 Penalty: 3134.301270
	Iteration 43Q: 3 clusters Score -1953831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1953829.250000 Penalty: 3134.301270
	Iteration 44Q: 3 clusters Score -1953829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1953829.250000 Penalty: 3134.301270
	Iteration 45F: 3 clusters Score -1953829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -658172.687500 Penalty: 1387.611938
	Iteration 0F: 2 clusters Score -658172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -654072.687500 Penalty: 2775.223877
	Iteration 0F: 3 clusters Score -654072.7 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -655150.312500 Penalty: 2775.223877
	Iteration 1F: 3 clusters Score -655150.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -655313.812500 Penalty: 2775.223877
	Iteration 2F: 3 clusters Score -655313.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -655415.062500 Penalty: 2775.223877
	Iteration 3Q: 3 clusters Score -655415.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -655479.125000 Penalty: 2775.223877
	Iteration 4Q: 3 clusters Score -655479.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -655523.875000 Penalty: 2775.223877
	Iteration 5Q: 3 clusters Score -655523.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -655562.250000 Penalty: 2775.223877
	Iteration 6Q: 3 clusters Score -655562.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -655605.625000 Penalty: 2775.223877
	Iteration 7Q: 3 clusters Score -655605.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -655654.687500 Penalty: 2775.223877
	Iteration 8Q: 3 clusters Score -655654.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -655702.187500 Penalty: 2775.223877
	Iteration 9Q: 3 clusters Score -655702.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -655745.687500 Penalty: 2775.223877
	Iteration 10Q: 3 clusters Score -655745.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -655800.062500 Penalty: 2775.223877
	Iteration 11Q: 3 clusters Score -655800.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -655861.000000 Penalty: 2775.223877
	Iteration 12Q: 3 clusters Score -655861 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -655929.250000 Penalty: 2775.223877
	Iteration 13Q: 3 clusters Score -655929.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -656010.062500 Penalty: 2775.223877
	Iteration 14Q: 3 clusters Score -656010.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -656111.312500 Penalty: 2775.223877
	Iteration 15Q: 3 clusters Score -656111.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -656230.625000 Penalty: 2775.223877
	Iteration 16Q: 3 clusters Score -656230.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -656349.312500 Penalty: 2775.223877
	Iteration 17Q: 3 clusters Score -656349.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -656461.562500 Penalty: 2775.223877
	Iteration 18Q: 3 clusters Score -656461.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -656554.625000 Penalty: 2775.223877
	Iteration 19Q: 3 clusters Score -656554.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -656646.562500 Penalty: 2775.223877
	Iteration 20F: 3 clusters Score -656646.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -656709.875000 Penalty: 2775.223877
	Iteration 21Q: 3 clusters Score -656709.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -656756.687500 Penalty: 2775.223877
	Iteration 22Q: 3 clusters Score -656756.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -656786.375000 Penalty: 2775.223877
	Iteration 23Q: 3 clusters Score -656786.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -656808.562500 Penalty: 2775.223877
	Iteration 24Q: 3 clusters Score -656808.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -656825.875000 Penalty: 2775.223877
	Iteration 25Q: 3 clusters Score -656825.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -656845.812500 Penalty: 2775.223877
	Iteration 26Q: 3 clusters Score -656845.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -656862.687500 Penalty: 2775.223877
	Iteration 27Q: 3 clusters Score -656862.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -656877.125000 Penalty: 2775.223877
	Iteration 28Q: 3 clusters Score -656877.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -656890.687500 Penalty: 2775.223877
	Iteration 29Q: 3 clusters Score -656890.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -656906.125000 Penalty: 2775.223877
	Iteration 30Q: 3 clusters Score -656906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -656911.250000 Penalty: 2775.223877
	Iteration 31Q: 3 clusters Score -656911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -656912.937500 Penalty: 2775.223877
	Iteration 32Q: 3 clusters Score -656912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -656917.312500 Penalty: 2775.223877
	Iteration 33Q: 3 clusters Score -656917.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -656922.375000 Penalty: 2775.223877
	Iteration 34Q: 3 clusters Score -656922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -656925.937500 Penalty: 2775.223877
	Iteration 35Q: 3 clusters Score -656925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -656929.937500 Penalty: 2775.223877
	Iteration 36Q: 3 clusters Score -656929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -656932.437500 Penalty: 2775.223877
	Iteration 37Q: 3 clusters Score -656932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -656939.000000 Penalty: 2775.223877
	Iteration 38Q: 3 clusters Score -656939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -656944.500000 Penalty: 2775.223877
	Iteration 39Q: 3 clusters Score -656944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -656954.250000 Penalty: 2775.223877
	Iteration 40F: 3 clusters Score -656954.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -656959.625000 Penalty: 2775.223877
	Iteration 41Q: 3 clusters Score -656959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -656967.500000 Penalty: 2775.223877
	Iteration 42Q: 3 clusters Score -656967.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -656969.500000 Penalty: 2775.223877
	Iteration 43Q: 3 clusters Score -656969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -656973.750000 Penalty: 2775.223877
	Iteration 44Q: 3 clusters Score -656973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -656977.250000 Penalty: 2775.223877
	Iteration 45Q: 3 clusters Score -656977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -656979.125000 Penalty: 2775.223877
	Iteration 46Q: 3 clusters Score -656979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -656982.500000 Penalty: 2775.223877
	Iteration 47Q: 3 clusters Score -656982.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -656982.750000 Penalty: 2775.223877
	Iteration 48Q: 3 clusters Score -656982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -656982.750000 Penalty: 2775.223877
	Iteration 49F: 3 clusters Score -656982.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Entering Unmasked Estep 
Score: -1931820.875000 Penalty: 1569.430542
	Iteration 0F: 2 clusters Score -1931821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1921050.125000 Penalty: 3138.861084
	Iteration 0F: 3 clusters Score -1921050 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1924644.750000 Penalty: 3138.861084
	Iteration 1F: 3 clusters Score -1924645 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1924898.500000 Penalty: 3138.861084
	Iteration 2Q: 3 clusters Score -1924898 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1925104.375000 Penalty: 3138.861084
	Iteration 3Q: 3 clusters Score -1925104 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1925377.625000 Penalty: 3138.861084
	Iteration 4Q: 3 clusters Score -1925378 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1925769.500000 Penalty: 3138.861084
	Iteration 5Q: 3 clusters Score -1925770 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1926389.250000 Penalty: 3138.861084
	Iteration 6F: 3 clusters Score -1926389 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1927219.125000 Penalty: 3138.861084
	Iteration 7F: 3 clusters Score -1927219 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1928186.875000 Penalty: 3138.861084
	Iteration 8F: 3 clusters Score -1928187 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1929074.000000 Penalty: 3138.861084
	Iteration 9F: 3 clusters Score -1929074 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1929741.250000 Penalty: 3138.861084
	Iteration 10Q: 3 clusters Score -1929741 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1930102.375000 Penalty: 3138.861084
	Iteration 11Q: 3 clusters Score -1930102 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1930251.500000 Penalty: 3138.861084
	Iteration 12Q: 3 clusters Score -1930252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1930323.000000 Penalty: 3138.861084
	Iteration 13Q: 3 clusters Score -1930323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1930369.875000 Penalty: 3138.861084
	Iteration 14Q: 3 clusters Score -1930370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1930395.250000 Penalty: 3138.861084
	Iteration 15Q: 3 clusters Score -1930395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1930415.375000 Penalty: 3138.861084
	Iteration 16Q: 3 clusters Score -1930415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1930424.625000 Penalty: 3138.861084
	Iteration 17Q: 3 clusters Score -1930425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1930435.125000 Penalty: 3138.861084
	Iteration 18Q: 3 clusters Score -1930435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1930438.375000 Penalty: 3138.861084
	Iteration 19Q: 3 clusters Score -1930438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1930439.875000 Penalty: 3138.861084
	Iteration 20F: 3 clusters Score -1930440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Entering Unmasked Estep 
Score: -9432223.000000 Penalty: 1824.255859
	Iteration 0F: 2 clusters Score -9432223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -9383597.000000 Penalty: 3648.511719
	Iteration 0F: 3 clusters Score -9383597 nChanged 35695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -9404095.000000 Penalty: 3648.511719
	Iteration 1F: 3 clusters Score -9404095 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -9404476.000000 Penalty: 3648.511719
	Iteration 2Q: 3 clusters Score -9404476 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -9404839.000000 Penalty: 3648.511719
	Iteration 3Q: 3 clusters Score -9404839 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -9405203.000000 Penalty: 3648.511719
	Iteration 4Q: 3 clusters Score -9405203 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -9405680.000000 Penalty: 3648.511719
	Iteration 5Q: 3 clusters Score -9405680 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -9406233.000000 Penalty: 3648.511719
	Iteration 6Q: 3 clusters Score -9406233 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -9406978.000000 Penalty: 3648.511719
	Iteration 7Q: 3 clusters Score -9406978 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -9408152.000000 Penalty: 3648.511719
	Iteration 8Q: 3 clusters Score -9408152 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -9410096.000000 Penalty: 3648.511719
	Iteration 9Q: 3 clusters Score -9410096 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -9413147.000000 Penalty: 3648.511719
	Iteration 10F: 3 clusters Score -9413147 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -9416531.000000 Penalty: 3648.511719
	Iteration 11F: 3 clusters Score -9416531 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -9418277.000000 Penalty: 3648.511719
	Iteration 12F: 3 clusters Score -9418277 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -9418734.000000 Penalty: 3648.511719
	Iteration 13Q: 3 clusters Score -9418734 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -9418858.000000 Penalty: 3648.511719
	Iteration 14Q: 3 clusters Score -9418858 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -9418915.000000 Penalty: 3648.511719
	Iteration 15Q: 3 clusters Score -9418915 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -9418951.000000 Penalty: 3648.511719
	Iteration 16Q: 3 clusters Score -9418951 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -9418966.000000 Penalty: 3648.511719
	Iteration 17Q: 3 clusters Score -9418966 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -9419020.000000 Penalty: 3648.511719
	Iteration 18Q: 3 clusters Score -9419020 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -9419072.000000 Penalty: 3648.511719
	Iteration 19Q: 3 clusters Score -9419072 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -9419118.000000 Penalty: 3648.511719
	Iteration 20F: 3 clusters Score -9419118 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -9419179.000000 Penalty: 3648.511719
	Iteration 21Q: 3 clusters Score -9419179 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -9419195.000000 Penalty: 3648.511719
	Iteration 22Q: 3 clusters Score -9419195 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -9419272.000000 Penalty: 3648.511719
	Iteration 23Q: 3 clusters Score -9419272 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -9419313.000000 Penalty: 3648.511719
	Iteration 24Q: 3 clusters Score -9419313 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -9419366.000000 Penalty: 3648.511719
	Iteration 25Q: 3 clusters Score -9419366 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -9419444.000000 Penalty: 3648.511719
	Iteration 26Q: 3 clusters Score -9419444 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -9419535.000000 Penalty: 3648.511719
	Iteration 27Q: 3 clusters Score -9419535 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -9419612.000000 Penalty: 3648.511719
	Iteration 28Q: 3 clusters Score -9419612 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -9419759.000000 Penalty: 3648.511719
	Iteration 29Q: 3 clusters Score -9419759 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -9419848.000000 Penalty: 3648.511719
	Iteration 30Q: 3 clusters Score -9419848 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -9419968.000000 Penalty: 3648.511719
	Iteration 31Q: 3 clusters Score -9419968 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -9420143.000000 Penalty: 3648.511719
	Iteration 32Q: 3 clusters Score -9420143 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -9420293.000000 Penalty: 3648.511719
	Iteration 33Q: 3 clusters Score -9420293 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -9420487.000000 Penalty: 3648.511719
	Iteration 34Q: 3 clusters Score -9420487 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -9420692.000000 Penalty: 3648.511719
	Iteration 35Q: 3 clusters Score -9420692 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -9420935.000000 Penalty: 3648.511719
	Iteration 36Q: 3 clusters Score -9420935 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -9421159.000000 Penalty: 3648.511719
	Iteration 37Q: 3 clusters Score -9421159 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -9421400.000000 Penalty: 3648.511719
	Iteration 38Q: 3 clusters Score -9421400 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -9421673.000000 Penalty: 3648.511719
	Iteration 39Q: 3 clusters Score -9421673 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -9421978.000000 Penalty: 3648.511719
	Iteration 40F: 3 clusters Score -9421978 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -9422367.000000 Penalty: 3648.511719
	Iteration 41Q: 3 clusters Score -9422367 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -9422717.000000 Penalty: 3648.511719
	Iteration 42Q: 3 clusters Score -9422717 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -9423167.000000 Penalty: 3648.511719
	Iteration 43Q: 3 clusters Score -9423167 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -9423694.000000 Penalty: 3648.511719
	Iteration 44Q: 3 clusters Score -9423694 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -9424206.000000 Penalty: 3648.511719
	Iteration 45Q: 3 clusters Score -9424206 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -9424696.000000 Penalty: 3648.511719
	Iteration 46Q: 3 clusters Score -9424696 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -9425271.000000 Penalty: 3648.511719
	Iteration 47Q: 3 clusters Score -9425271 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -9425955.000000 Penalty: 3648.511719
	Iteration 48Q: 3 clusters Score -9425955 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -9426562.000000 Penalty: 3648.511719
	Iteration 49Q: 3 clusters Score -9426562 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -9427261.000000 Penalty: 3648.511719
	Iteration 50Q: 3 clusters Score -9427261 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -9427858.000000 Penalty: 3648.511719
	Iteration 51Q: 3 clusters Score -9427858 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -9428457.000000 Penalty: 3648.511719
	Iteration 52Q: 3 clusters Score -9428457 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -9428932.000000 Penalty: 3648.511719
	Iteration 53Q: 3 clusters Score -9428932 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -9429397.000000 Penalty: 3648.511719
	Iteration 54Q: 3 clusters Score -9429397 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -9429686.000000 Penalty: 3648.511719
	Iteration 55Q: 3 clusters Score -9429686 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -9429958.000000 Penalty: 3648.511719
	Iteration 56Q: 3 clusters Score -9429958 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -9430261.000000 Penalty: 3648.511719
	Iteration 57Q: 3 clusters Score -9430261 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -9430548.000000 Penalty: 3648.511719
	Iteration 58Q: 3 clusters Score -9430548 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -9430692.000000 Penalty: 3648.511719
	Iteration 59Q: 3 clusters Score -9430692 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -9430824.000000 Penalty: 3648.511719
	Iteration 60F: 3 clusters Score -9430824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -9430903.000000 Penalty: 3648.511719
	Iteration 61Q: 3 clusters Score -9430903 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -9430944.000000 Penalty: 3648.511719
	Iteration 62Q: 3 clusters Score -9430944 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -9430970.000000 Penalty: 3648.511719
	Iteration 63Q: 3 clusters Score -9430970 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -9431008.000000 Penalty: 3648.511719
	Iteration 64Q: 3 clusters Score -9431008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -9431010.000000 Penalty: 3648.511719
	Iteration 65Q: 3 clusters Score -9431010 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -9431052.000000 Penalty: 3648.511719
	Iteration 66Q: 3 clusters Score -9431052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -9431052.000000 Penalty: 3648.511719
	Iteration 67Q: 3 clusters Score -9431052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -9431077.000000 Penalty: 3648.511719
	Iteration 68Q: 3 clusters Score -9431077 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -9431081.000000 Penalty: 3648.511719
	Iteration 69Q: 3 clusters Score -9431081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -9431072.000000 Penalty: 3648.511719
	Iteration 70Q: 3 clusters Score -9431072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -9431070.000000 Penalty: 3648.511719
	Iteration 71Q: 3 clusters Score -9431070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -9431096.000000 Penalty: 3648.511719
	Iteration 72Q: 3 clusters Score -9431096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -9431093.000000 Penalty: 3648.511719
	Iteration 73Q: 3 clusters Score -9431093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -9431080.000000 Penalty: 3648.511719
	Iteration 74Q: 3 clusters Score -9431080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -9431083.000000 Penalty: 3648.511719
	Iteration 75Q: 3 clusters Score -9431083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -9431091.000000 Penalty: 3648.511719
	Iteration 76Q: 3 clusters Score -9431091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -9431067.000000 Penalty: 3648.511719
	Iteration 77Q: 3 clusters Score -9431067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -9431069.000000 Penalty: 3648.511719
	Iteration 78Q: 3 clusters Score -9431069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -9431074.000000 Penalty: 3648.511719
	Iteration 79Q: 3 clusters Score -9431074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -9431060.000000 Penalty: 3648.511719
	Iteration 80F: 3 clusters Score -9431060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -9431063.000000 Penalty: 3648.511719
	Iteration 81Q: 3 clusters Score -9431063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -9431067.000000 Penalty: 3648.511719
	Iteration 82Q: 3 clusters Score -9431067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -9431060.000000 Penalty: 3648.511719
	Iteration 83Q: 3 clusters Score -9431060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -9431062.000000 Penalty: 3648.511719
	Iteration 84Q: 3 clusters Score -9431062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -9431062.000000 Penalty: 3648.511719
	Iteration 85Q: 3 clusters Score -9431062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -9431057.000000 Penalty: 3648.511719
	Iteration 86Q: 3 clusters Score -9431057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -9431056.000000 Penalty: 3648.511719
	Iteration 87Q: 3 clusters Score -9431056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -9431042.000000 Penalty: 3648.511719
	Iteration 88Q: 3 clusters Score -9431042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -9431051.000000 Penalty: 3648.511719
	Iteration 89Q: 3 clusters Score -9431051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -9431055.000000 Penalty: 3648.511719
	Iteration 90Q: 3 clusters Score -9431055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -9431065.000000 Penalty: 3648.511719
	Iteration 91Q: 3 clusters Score -9431065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -9431060.000000 Penalty: 3648.511719
	Iteration 92Q: 3 clusters Score -9431060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -9431059.000000 Penalty: 3648.511719
	Iteration 93Q: 3 clusters Score -9431059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -9431070.000000 Penalty: 3648.511719
	Iteration 94Q: 3 clusters Score -9431070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -9431061.000000 Penalty: 3648.511719
	Iteration 95Q: 3 clusters Score -9431061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -9431072.000000 Penalty: 3648.511719
	Iteration 96Q: 3 clusters Score -9431072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -9431069.000000 Penalty: 3648.511719
	Iteration 97Q: 3 clusters Score -9431069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -9431069.000000 Penalty: 3648.511719
	Iteration 98Q: 3 clusters Score -9431069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -9431060.000000 Penalty: 3648.511719
	Iteration 99Q: 3 clusters Score -9431060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -9431066.000000 Penalty: 3648.511719
	Iteration 100F: 3 clusters Score -9431066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -9431067.000000 Penalty: 3648.511719
	Iteration 101Q: 3 clusters Score -9431067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -9431060.000000 Penalty: 3648.511719
	Iteration 102Q: 3 clusters Score -9431060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -9431057.000000 Penalty: 3648.511719
	Iteration 103Q: 3 clusters Score -9431057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -9431057.000000 Penalty: 3648.511719
	Iteration 104Q: 3 clusters Score -9431057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -9431058.000000 Penalty: 3648.511719
	Iteration 105Q: 3 clusters Score -9431058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -9431064.000000 Penalty: 3648.511719
	Iteration 106Q: 3 clusters Score -9431064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -9431064.000000 Penalty: 3648.511719
	Iteration 107F: 3 clusters Score -9431064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Entering Unmasked Estep 
Score: -718218.875000 Penalty: 1402.778687
	Iteration 0F: 2 clusters Score -718218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -713860.562500 Penalty: 2805.557373
	Iteration 0F: 3 clusters Score -713860.6 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -715062.500000 Penalty: 2805.557373
	Iteration 1F: 3 clusters Score -715062.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -715211.687500 Penalty: 2805.557373
	Iteration 2F: 3 clusters Score -715211.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -715337.937500 Penalty: 2805.557373
	Iteration 3Q: 3 clusters Score -715337.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -715456.187500 Penalty: 2805.557373
	Iteration 4Q: 3 clusters Score -715456.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -715552.562500 Penalty: 2805.557373
	Iteration 5Q: 3 clusters Score -715552.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -715649.062500 Penalty: 2805.557373
	Iteration 6Q: 3 clusters Score -715649.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -715775.500000 Penalty: 2805.557373
	Iteration 7Q: 3 clusters Score -715775.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -715975.437500 Penalty: 2805.557373
	Iteration 8Q: 3 clusters Score -715975.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -716250.312500 Penalty: 2805.557373
	Iteration 9F: 3 clusters Score -716250.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -716565.625000 Penalty: 2805.557373
	Iteration 10F: 3 clusters Score -716565.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -716881.312500 Penalty: 2805.557373
	Iteration 11F: 3 clusters Score -716881.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -717187.375000 Penalty: 2805.557373
	Iteration 12F: 3 clusters Score -717187.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -717425.000000 Penalty: 2805.557373
	Iteration 13Q: 3 clusters Score -717425 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -717570.500000 Penalty: 2805.557373
	Iteration 14Q: 3 clusters Score -717570.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -717653.312500 Penalty: 2805.557373
	Iteration 15Q: 3 clusters Score -717653.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -717706.000000 Penalty: 2805.557373
	Iteration 16Q: 3 clusters Score -717706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -717735.125000 Penalty: 2805.557373
	Iteration 17Q: 3 clusters Score -717735.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -717761.062500 Penalty: 2805.557373
	Iteration 18Q: 3 clusters Score -717761.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -717780.625000 Penalty: 2805.557373
	Iteration 19Q: 3 clusters Score -717780.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -717797.875000 Penalty: 2805.557373
	Iteration 20F: 3 clusters Score -717797.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -717812.000000 Penalty: 2805.557373
	Iteration 21Q: 3 clusters Score -717812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -717822.375000 Penalty: 2805.557373
	Iteration 22Q: 3 clusters Score -717822.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -717828.250000 Penalty: 2805.557373
	Iteration 23Q: 3 clusters Score -717828.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -717832.625000 Penalty: 2805.557373
	Iteration 24Q: 3 clusters Score -717832.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -717834.125000 Penalty: 2805.557373
	Iteration 25Q: 3 clusters Score -717834.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -717839.250000 Penalty: 2805.557373
	Iteration 26Q: 3 clusters Score -717839.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -717842.375000 Penalty: 2805.557373
	Iteration 27Q: 3 clusters Score -717842.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -717843.312500 Penalty: 2805.557373
	Iteration 28Q: 3 clusters Score -717843.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -717845.937500 Penalty: 2805.557373
	Iteration 29Q: 3 clusters Score -717845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -717847.250000 Penalty: 2805.557373
	Iteration 30Q: 3 clusters Score -717847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -717849.437500 Penalty: 2805.557373
	Iteration 31Q: 3 clusters Score -717849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -717850.062500 Penalty: 2805.557373
	Iteration 32Q: 3 clusters Score -717850.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -717849.937500 Penalty: 2805.557373
	Iteration 33Q: 3 clusters Score -717849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -717850.750000 Penalty: 2805.557373
	Iteration 34Q: 3 clusters Score -717850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -717851.687500 Penalty: 2805.557373
	Iteration 35Q: 3 clusters Score -717851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -717852.500000 Penalty: 2805.557373
	Iteration 36Q: 3 clusters Score -717852.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -717852.500000 Penalty: 2805.557373
	Iteration 37F: 3 clusters Score -717852.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Entering Unmasked Estep 
Score: -4632596.000000 Penalty: 1707.113525
	Iteration 0F: 2 clusters Score -4632596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4608192.000000 Penalty: 3414.227051
	Iteration 0F: 3 clusters Score -4608192 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -4617530.500000 Penalty: 3414.227051
	Iteration 1F: 3 clusters Score -4617530 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4618011.500000 Penalty: 3414.227051
	Iteration 2Q: 3 clusters Score -4618012 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4618647.000000 Penalty: 3414.227051
	Iteration 3Q: 3 clusters Score -4618647 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4619513.500000 Penalty: 3414.227051
	Iteration 4Q: 3 clusters Score -4619514 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -4620734.000000 Penalty: 3414.227051
	Iteration 5F: 3 clusters Score -4620734 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4622451.000000 Penalty: 3414.227051
	Iteration 6F: 3 clusters Score -4622451 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4624636.000000 Penalty: 3414.227051
	Iteration 7F: 3 clusters Score -4624636 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -4626816.500000 Penalty: 3414.227051
	Iteration 8F: 3 clusters Score -4626816 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4628425.000000 Penalty: 3414.227051
	Iteration 9Q: 3 clusters Score -4628425 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4629513.500000 Penalty: 3414.227051
	Iteration 10Q: 3 clusters Score -4629514 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -4630168.500000 Penalty: 3414.227051
	Iteration 11Q: 3 clusters Score -4630168 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4630565.000000 Penalty: 3414.227051
	Iteration 12Q: 3 clusters Score -4630565 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4630841.500000 Penalty: 3414.227051
	Iteration 13Q: 3 clusters Score -4630842 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -4630977.000000 Penalty: 3414.227051
	Iteration 14Q: 3 clusters Score -4630977 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4631055.500000 Penalty: 3414.227051
	Iteration 15Q: 3 clusters Score -4631056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4631110.500000 Penalty: 3414.227051
	Iteration 16Q: 3 clusters Score -4631110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4631146.000000 Penalty: 3414.227051
	Iteration 17Q: 3 clusters Score -4631146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4631165.500000 Penalty: 3414.227051
	Iteration 18Q: 3 clusters Score -4631166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4631181.000000 Penalty: 3414.227051
	Iteration 19Q: 3 clusters Score -4631181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4631188.500000 Penalty: 3414.227051
	Iteration 20F: 3 clusters Score -4631188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4631199.500000 Penalty: 3414.227051
	Iteration 21Q: 3 clusters Score -4631200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4631202.500000 Penalty: 3414.227051
	Iteration 22Q: 3 clusters Score -4631202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4631210.500000 Penalty: 3414.227051
	Iteration 23Q: 3 clusters Score -4631210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4631211.500000 Penalty: 3414.227051
	Iteration 24Q: 3 clusters Score -4631212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4631215.000000 Penalty: 3414.227051
	Iteration 25Q: 3 clusters Score -4631215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4631216.500000 Penalty: 3414.227051
	Iteration 26Q: 3 clusters Score -4631216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4631219.500000 Penalty: 3414.227051
	Iteration 27Q: 3 clusters Score -4631220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4631220.000000 Penalty: 3414.227051
	Iteration 28Q: 3 clusters Score -4631220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4631220.000000 Penalty: 3414.227051
	Iteration 29F: 3 clusters Score -4631220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15348.730469 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -15348.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14818.750000 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -14818.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15053.895508 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -15053.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15108.971680 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -15108.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15163.201172 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -15163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15168.097656 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -15168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15169.905273 Penalty: 1710.374268
	Iteration 5Q: 3 clusters Score -15169.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15178.032227 Penalty: 1710.374268
	Iteration 6Q: 3 clusters Score -15178.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15182.421875 Penalty: 1710.374268
	Iteration 7Q: 3 clusters Score -15182.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15182.421875 Penalty: 1710.374268
	Iteration 8F: 3 clusters Score -15182.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 69027 members 
Mstep: Class 4 contains 37971 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 3456 members 
Mstep: Class 8 contains 46664 members 
Mstep: Class 9 contains 58987 members 
Mstep: Class 10 contains 57374 members 
Mstep: Class 11 contains 15429 members 
Mstep: Class 12 contains 5111 members 
Mstep: Class 13 contains 15647 members 
Mstep: Class 15 contains 75071 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 21 contains 36509 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808852.000000 Penalty: 36390.246094
Iteration 279Q: 18 clusters Score -6.580885e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 69030 members 
Mstep: Class 4 contains 37965 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 3455 members 
Mstep: Class 8 contains 46664 members 
Mstep: Class 9 contains 58982 members 
Mstep: Class 10 contains 57377 members 
Mstep: Class 11 contains 15430 members 
Mstep: Class 12 contains 5113 members 
Mstep: Class 13 contains 15646 members 
Mstep: Class 15 contains 75081 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 21 contains 36506 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808764.000000 Penalty: 36390.246094
Iteration 280F: 18 clusters Score -6.580876e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 9781 members 
Mstep: Class 3 contains 69033 members 
Mstep: Class 4 contains 37962 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 46665 members 
Mstep: Class 9 contains 58977 members 
Mstep: Class 10 contains 57379 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 5118 members 
Mstep: Class 13 contains 15642 members 
Mstep: Class 15 contains 75090 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 21 contains 36502 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808780.000000 Penalty: 36390.246094
Iteration 281Q: 18 clusters Score -6.580878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 9771 members 
Mstep: Class 3 contains 69036 members 
Mstep: Class 4 contains 37959 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6308 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 46667 members 
Mstep: Class 9 contains 58974 members 
Mstep: Class 10 contains 57384 members 
Mstep: Class 11 contains 15433 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 15638 members 
Mstep: Class 15 contains 75092 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 21 contains 36500 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808776.000000 Penalty: 36390.246094
Iteration 282Q: 18 clusters Score -6.580878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 9763 members 
Mstep: Class 3 contains 69037 members 
Mstep: Class 4 contains 37953 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 46666 members 
Mstep: Class 9 contains 58970 members 
Mstep: Class 10 contains 57398 members 
Mstep: Class 11 contains 15432 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 15634 members 
Mstep: Class 15 contains 75097 members 
Mstep: Class 18 contains 5610 members 
Mstep: Class 21 contains 36494 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808808.000000 Penalty: 36390.246094
Iteration 283Q: 18 clusters Score -6.580881e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 69036 members 
Mstep: Class 4 contains 37954 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 46664 members 
Mstep: Class 9 contains 58969 members 
Mstep: Class 10 contains 57406 members 
Mstep: Class 11 contains 15430 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 15630 members 
Mstep: Class 15 contains 75103 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 21 contains 36489 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808772.000000 Penalty: 36390.246094
Iteration 284Q: 18 clusters Score -6.580877e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 69035 members 
Mstep: Class 4 contains 37954 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 46668 members 
Mstep: Class 9 contains 58967 members 
Mstep: Class 10 contains 57412 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 15622 members 
Mstep: Class 15 contains 75110 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 21 contains 36483 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808776.000000 Penalty: 36390.246094
Iteration 285Q: 18 clusters Score -6.580878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 9749 members 
Mstep: Class 3 contains 69034 members 
Mstep: Class 4 contains 37954 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 3453 members 
Mstep: Class 8 contains 46672 members 
Mstep: Class 9 contains 58959 members 
Mstep: Class 10 contains 57417 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 15618 members 
Mstep: Class 15 contains 75119 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 21 contains 36479 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808748.000000 Penalty: 36390.246094
Iteration 286Q: 18 clusters Score -6.580875e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 9742 members 
Mstep: Class 3 contains 69034 members 
Mstep: Class 4 contains 37949 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 46672 members 
Mstep: Class 9 contains 58956 members 
Mstep: Class 10 contains 57426 members 
Mstep: Class 11 contains 15433 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 15616 members 
Mstep: Class 15 contains 75124 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 21 contains 36474 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808736.000000 Penalty: 36390.246094
Iteration 287Q: 18 clusters Score -6.580874e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82063 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 69033 members 
Mstep: Class 4 contains 37941 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 46675 members 
Mstep: Class 9 contains 58952 members 
Mstep: Class 10 contains 57433 members 
Mstep: Class 11 contains 15442 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 15613 members 
Mstep: Class 15 contains 75133 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 21 contains 36473 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808692.000000 Penalty: 36390.246094
Iteration 288Q: 18 clusters Score -6.580869e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 69029 members 
Mstep: Class 4 contains 37942 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 46676 members 
Mstep: Class 9 contains 58949 members 
Mstep: Class 10 contains 57438 members 
Mstep: Class 11 contains 15446 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 15605 members 
Mstep: Class 15 contains 75141 members 
Mstep: Class 18 contains 5602 members 
Mstep: Class 21 contains 36470 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808728.000000 Penalty: 36390.246094
Iteration 289Q: 18 clusters Score -6.580873e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 69027 members 
Mstep: Class 4 contains 37944 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 46679 members 
Mstep: Class 9 contains 58944 members 
Mstep: Class 10 contains 57444 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 15597 members 
Mstep: Class 15 contains 75144 members 
Mstep: Class 18 contains 5601 members 
Mstep: Class 21 contains 36459 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808676.000000 Penalty: 36390.246094
Iteration 290Q: 18 clusters Score -6.580868e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 69022 members 
Mstep: Class 4 contains 37947 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6321 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 46683 members 
Mstep: Class 9 contains 58947 members 
Mstep: Class 10 contains 57452 members 
Mstep: Class 11 contains 15453 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 15588 members 
Mstep: Class 15 contains 75148 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 21 contains 36453 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808684.000000 Penalty: 36390.246094
Iteration 291Q: 18 clusters Score -6.580868e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 69024 members 
Mstep: Class 4 contains 37947 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 46685 members 
Mstep: Class 9 contains 58947 members 
Mstep: Class 10 contains 57457 members 
Mstep: Class 11 contains 15460 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 15 contains 75154 members 
Mstep: Class 18 contains 5598 members 
Mstep: Class 21 contains 36447 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808716.000000 Penalty: 36390.246094
Iteration 292Q: 18 clusters Score -6.580872e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 69022 members 
Mstep: Class 4 contains 37943 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6319 members 
Mstep: Class 7 contains 3448 members 
Mstep: Class 8 contains 46687 members 
Mstep: Class 9 contains 58946 members 
Mstep: Class 10 contains 57464 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 15573 members 
Mstep: Class 15 contains 75156 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 21 contains 36441 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808712.000000 Penalty: 36390.246094
Iteration 293Q: 18 clusters Score -6.580871e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 9665 members 
Mstep: Class 3 contains 69020 members 
Mstep: Class 4 contains 37946 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6321 members 
Mstep: Class 7 contains 3448 members 
Mstep: Class 8 contains 46687 members 
Mstep: Class 9 contains 58946 members 
Mstep: Class 10 contains 57467 members 
Mstep: Class 11 contains 15476 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 15570 members 
Mstep: Class 15 contains 75156 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 21 contains 36438 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808700.000000 Penalty: 36390.246094
Iteration 294Q: 18 clusters Score -6.58087e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 9657 members 
Mstep: Class 3 contains 69018 members 
Mstep: Class 4 contains 37953 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6319 members 
Mstep: Class 7 contains 3447 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 9 contains 58946 members 
Mstep: Class 10 contains 57471 members 
Mstep: Class 11 contains 15483 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 15566 members 
Mstep: Class 15 contains 75159 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 21 contains 36436 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808704.000000 Penalty: 36390.246094
Iteration 295Q: 18 clusters Score -6.58087e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 9653 members 
Mstep: Class 3 contains 69013 members 
Mstep: Class 4 contains 37961 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 3447 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 9 contains 58949 members 
Mstep: Class 10 contains 57481 members 
Mstep: Class 11 contains 15483 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 15559 members 
Mstep: Class 15 contains 75161 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 21 contains 36429 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808708.000000 Penalty: 36390.246094
Iteration 296Q: 18 clusters Score -6.580871e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 9652 members 
Mstep: Class 3 contains 69013 members 
Mstep: Class 4 contains 37956 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 46694 members 
Mstep: Class 9 contains 58944 members 
Mstep: Class 10 contains 57487 members 
Mstep: Class 11 contains 15492 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 15549 members 
Mstep: Class 15 contains 75165 members 
Mstep: Class 18 contains 5593 members 
Mstep: Class 21 contains 36425 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808652.000000 Penalty: 36390.246094
Iteration 297Q: 18 clusters Score -6.580865e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 9654 members 
Mstep: Class 3 contains 69010 members 
Mstep: Class 4 contains 37956 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 46698 members 
Mstep: Class 9 contains 58941 members 
Mstep: Class 10 contains 57499 members 
Mstep: Class 11 contains 15499 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 15538 members 
Mstep: Class 15 contains 75172 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 21 contains 36415 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808692.000000 Penalty: 36390.246094
Iteration 298Q: 18 clusters Score -6.580869e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 9648 members 
Mstep: Class 3 contains 69008 members 
Mstep: Class 4 contains 37957 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 46699 members 
Mstep: Class 9 contains 58944 members 
Mstep: Class 10 contains 57515 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 15525 members 
Mstep: Class 15 contains 75173 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 21 contains 36409 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808652.000000 Penalty: 36390.246094
Iteration 299Q: 18 clusters Score -6.580865e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 69009 members 
Mstep: Class 4 contains 37950 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 46696 members 
Mstep: Class 9 contains 58948 members 
Mstep: Class 10 contains 57528 members 
Mstep: Class 11 contains 15510 members 
Mstep: Class 12 contains 5134 members 
Mstep: Class 13 contains 15518 members 
Mstep: Class 15 contains 75177 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 21 contains 36408 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808620.000000 Penalty: 36390.246094
Iteration 300F: 18 clusters Score -6.580862e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 9627 members 
Mstep: Class 3 contains 69006 members 
Mstep: Class 4 contains 37948 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 58948 members 
Mstep: Class 10 contains 57541 members 
Mstep: Class 11 contains 15520 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 15507 members 
Mstep: Class 15 contains 75167 members 
Mstep: Class 18 contains 5592 members 
Mstep: Class 21 contains 36406 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808632.000000 Penalty: 36390.246094
Iteration 301Q: 18 clusters Score -6.580863e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 9617 members 
Mstep: Class 3 contains 69003 members 
Mstep: Class 4 contains 37944 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 58947 members 
Mstep: Class 10 contains 57554 members 
Mstep: Class 11 contains 15533 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 15501 members 
Mstep: Class 15 contains 75158 members 
Mstep: Class 18 contains 5592 members 
Mstep: Class 21 contains 36405 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808548.000000 Penalty: 36390.246094
Iteration 302Q: 18 clusters Score -6.580855e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 9606 members 
Mstep: Class 3 contains 69001 members 
Mstep: Class 4 contains 37946 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 46696 members 
Mstep: Class 9 contains 58946 members 
Mstep: Class 10 contains 57561 members 
Mstep: Class 11 contains 15543 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 15493 members 
Mstep: Class 15 contains 75154 members 
Mstep: Class 18 contains 5591 members 
Mstep: Class 21 contains 36406 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808636.000000 Penalty: 36390.246094
Iteration 303Q: 18 clusters Score -6.580864e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 9598 members 
Mstep: Class 3 contains 68999 members 
Mstep: Class 4 contains 37946 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 46698 members 
Mstep: Class 9 contains 58946 members 
Mstep: Class 10 contains 57573 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 15486 members 
Mstep: Class 15 contains 75147 members 
Mstep: Class 18 contains 5591 members 
Mstep: Class 21 contains 36403 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808536.000000 Penalty: 36390.246094
Iteration 304Q: 18 clusters Score -6.580854e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 9590 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 37941 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6303 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 58946 members 
Mstep: Class 10 contains 57585 members 
Mstep: Class 11 contains 15557 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 15479 members 
Mstep: Class 15 contains 75143 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36402 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808600.000000 Penalty: 36390.246094
Iteration 305Q: 18 clusters Score -6.58086e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 9584 members 
Mstep: Class 3 contains 69004 members 
Mstep: Class 4 contains 37933 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 58940 members 
Mstep: Class 10 contains 57597 members 
Mstep: Class 11 contains 15565 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 15465 members 
Mstep: Class 15 contains 75150 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36401 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808592.000000 Penalty: 36390.246094
Iteration 306Q: 18 clusters Score -6.580859e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 9581 members 
Mstep: Class 3 contains 69003 members 
Mstep: Class 4 contains 37929 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 46696 members 
Mstep: Class 9 contains 58936 members 
Mstep: Class 10 contains 57608 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 15461 members 
Mstep: Class 15 contains 75147 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36398 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808520.000000 Penalty: 36390.246094
Iteration 307Q: 18 clusters Score -6.580852e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 9577 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 37928 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 58930 members 
Mstep: Class 10 contains 57617 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 5141 members 
Mstep: Class 13 contains 15459 members 
Mstep: Class 15 contains 75148 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36390 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808476.000000 Penalty: 36390.246094
Iteration 308Q: 18 clusters Score -6.580848e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 9572 members 
Mstep: Class 3 contains 69001 members 
Mstep: Class 4 contains 37925 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 3435 members 
Mstep: Class 8 contains 46695 members 
Mstep: Class 9 contains 58922 members 
Mstep: Class 10 contains 57624 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 15 contains 75165 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36385 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808544.000000 Penalty: 36390.246094
Iteration 309Q: 18 clusters Score -6.580854e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 37928 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 46694 members 
Mstep: Class 9 contains 58918 members 
Mstep: Class 10 contains 57631 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 15437 members 
Mstep: Class 15 contains 75178 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36383 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808564.000000 Penalty: 36390.246094
Iteration 310Q: 18 clusters Score -6.580856e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 9558 members 
Mstep: Class 3 contains 69000 members 
Mstep: Class 4 contains 37931 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 46691 members 
Mstep: Class 9 contains 58915 members 
Mstep: Class 10 contains 57647 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 15432 members 
Mstep: Class 15 contains 75173 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36378 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808528.000000 Penalty: 36390.246094
Iteration 311Q: 18 clusters Score -6.580853e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 9552 members 
Mstep: Class 3 contains 68997 members 
Mstep: Class 4 contains 37929 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6278 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 9 contains 58912 members 
Mstep: Class 10 contains 57657 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 15426 members 
Mstep: Class 15 contains 75179 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36375 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808488.000000 Penalty: 36390.246094
Iteration 312Q: 18 clusters Score -6.580849e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 9548 members 
Mstep: Class 3 contains 68996 members 
Mstep: Class 4 contains 37925 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6273 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 9 contains 58912 members 
Mstep: Class 10 contains 57662 members 
Mstep: Class 11 contains 15603 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 15 contains 75184 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36373 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808496.000000 Penalty: 36390.246094
Iteration 313Q: 18 clusters Score -6.58085e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 68996 members 
Mstep: Class 4 contains 37924 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6267 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 46687 members 
Mstep: Class 9 contains 58913 members 
Mstep: Class 10 contains 57666 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 15 contains 75190 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36370 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808500.000000 Penalty: 36390.246094
Iteration 314Q: 18 clusters Score -6.58085e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 9539 members 
Mstep: Class 3 contains 68999 members 
Mstep: Class 4 contains 37923 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 46688 members 
Mstep: Class 9 contains 58915 members 
Mstep: Class 10 contains 57669 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 15 contains 75193 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36369 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808476.000000 Penalty: 36390.246094
Iteration 315Q: 18 clusters Score -6.580848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 9531 members 
Mstep: Class 3 contains 68997 members 
Mstep: Class 4 contains 37922 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6255 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 46688 members 
Mstep: Class 9 contains 58916 members 
Mstep: Class 10 contains 57673 members 
Mstep: Class 11 contains 15610 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 15 contains 75202 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36367 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808464.000000 Penalty: 36390.246094
Iteration 316Q: 18 clusters Score -6.580846e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 9521 members 
Mstep: Class 3 contains 68998 members 
Mstep: Class 4 contains 37919 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6255 members 
Mstep: Class 7 contains 3433 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 9 contains 58920 members 
Mstep: Class 10 contains 57684 members 
Mstep: Class 11 contains 15609 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 15396 members 
Mstep: Class 15 contains 75201 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 21 contains 36363 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808476.000000 Penalty: 36390.246094
Iteration 317Q: 18 clusters Score -6.580848e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 9515 members 
Mstep: Class 3 contains 68997 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6255 members 
Mstep: Class 7 contains 3432 members 
Mstep: Class 8 contains 46690 members 
Mstep: Class 9 contains 58919 members 
Mstep: Class 10 contains 57694 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 15392 members 
Mstep: Class 15 contains 75202 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36359 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808468.000000 Penalty: 36390.246094
Iteration 318Q: 18 clusters Score -6.580847e+07 nChanged 34
Entering ConstructFrom: 
Score: -65808468.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (82265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Entering Unmasked Estep 
Score: -10535110.000000 Penalty: 1839.126465
	Iteration 0F: 2 clusters Score -1.053511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -10484991.000000 Penalty: 3678.252930
	Iteration 0F: 3 clusters Score -1.048499e+07 nChanged 39187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -10507497.000000 Penalty: 3678.252930
	Iteration 1F: 3 clusters Score -1.05075e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -10508121.000000 Penalty: 3678.252930
	Iteration 2Q: 3 clusters Score -1.050812e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -10508938.000000 Penalty: 3678.252930
	Iteration 3Q: 3 clusters Score -1.050894e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -10510186.000000 Penalty: 3678.252930
	Iteration 4Q: 3 clusters Score -1.051019e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -10512200.000000 Penalty: 3678.252930
	Iteration 5F: 3 clusters Score -1.05122e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -10515277.000000 Penalty: 3678.252930
	Iteration 6F: 3 clusters Score -1.051528e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -10518937.000000 Penalty: 3678.252930
	Iteration 7F: 3 clusters Score -1.051894e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -10522638.000000 Penalty: 3678.252930
	Iteration 8F: 3 clusters Score -1.052264e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -10525255.000000 Penalty: 3678.252930
	Iteration 9Q: 3 clusters Score -1.052526e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -10526634.000000 Penalty: 3678.252930
	Iteration 10Q: 3 clusters Score -1.052663e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -10527158.000000 Penalty: 3678.252930
	Iteration 11Q: 3 clusters Score -1.052716e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -10527212.000000 Penalty: 3678.252930
	Iteration 12Q: 3 clusters Score -1.052721e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -10527299.000000 Penalty: 3678.252930
	Iteration 13Q: 3 clusters Score -1.05273e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -10527306.000000 Penalty: 3678.252930
	Iteration 14Q: 3 clusters Score -1.052731e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -10527269.000000 Penalty: 3678.252930
	Iteration 15Q: 3 clusters Score -1.052727e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -10527207.000000 Penalty: 3678.252930
	Iteration 16Q: 3 clusters Score -1.052721e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -10527165.000000 Penalty: 3678.252930
	Iteration 17Q: 3 clusters Score -1.052716e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -10527137.000000 Penalty: 3678.252930
	Iteration 18Q: 3 clusters Score -1.052714e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -10527092.000000 Penalty: 3678.252930
	Iteration 19Q: 3 clusters Score -1.052709e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -10527027.000000 Penalty: 3678.252930
	Iteration 20F: 3 clusters Score -1.052703e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -10526997.000000 Penalty: 3678.252930
	Iteration 21Q: 3 clusters Score -1.0527e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -10526934.000000 Penalty: 3678.252930
	Iteration 22Q: 3 clusters Score -1.052693e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -10526891.000000 Penalty: 3678.252930
	Iteration 23Q: 3 clusters Score -1.052689e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -10526849.000000 Penalty: 3678.252930
	Iteration 24Q: 3 clusters Score -1.052685e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -10526844.000000 Penalty: 3678.252930
	Iteration 25Q: 3 clusters Score -1.052684e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -10526828.000000 Penalty: 3678.252930
	Iteration 26Q: 3 clusters Score -1.052683e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -10526780.000000 Penalty: 3678.252930
	Iteration 27Q: 3 clusters Score -1.052678e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -10526730.000000 Penalty: 3678.252930
	Iteration 28Q: 3 clusters Score -1.052673e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -10526704.000000 Penalty: 3678.252930
	Iteration 29Q: 3 clusters Score -1.05267e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -10526687.000000 Penalty: 3678.252930
	Iteration 30Q: 3 clusters Score -1.052669e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -10526714.000000 Penalty: 3678.252930
	Iteration 31Q: 3 clusters Score -1.052671e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -10526676.000000 Penalty: 3678.252930
	Iteration 32Q: 3 clusters Score -1.052668e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -10526616.000000 Penalty: 3678.252930
	Iteration 33Q: 3 clusters Score -1.052662e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -10526619.000000 Penalty: 3678.252930
	Iteration 34Q: 3 clusters Score -1.052662e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -10526612.000000 Penalty: 3678.252930
	Iteration 35Q: 3 clusters Score -1.052661e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -10526629.000000 Penalty: 3678.252930
	Iteration 36Q: 3 clusters Score -1.052663e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -10526686.000000 Penalty: 3678.252930
	Iteration 37Q: 3 clusters Score -1.052669e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -10526666.000000 Penalty: 3678.252930
	Iteration 38Q: 3 clusters Score -1.052667e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -10526660.000000 Penalty: 3678.252930
	Iteration 39Q: 3 clusters Score -1.052666e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -10526784.000000 Penalty: 3678.252930
	Iteration 40F: 3 clusters Score -1.052678e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -10526911.000000 Penalty: 3678.252930
	Iteration 41Q: 3 clusters Score -1.052691e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -10527043.000000 Penalty: 3678.252930
	Iteration 42Q: 3 clusters Score -1.052704e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -10527193.000000 Penalty: 3678.252930
	Iteration 43Q: 3 clusters Score -1.052719e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -10527364.000000 Penalty: 3678.252930
	Iteration 44Q: 3 clusters Score -1.052736e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -10527521.000000 Penalty: 3678.252930
	Iteration 45Q: 3 clusters Score -1.052752e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -10527641.000000 Penalty: 3678.252930
	Iteration 46Q: 3 clusters Score -1.052764e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -10527706.000000 Penalty: 3678.252930
	Iteration 47Q: 3 clusters Score -1.052771e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -10527772.000000 Penalty: 3678.252930
	Iteration 48Q: 3 clusters Score -1.052777e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -10527789.000000 Penalty: 3678.252930
	Iteration 49Q: 3 clusters Score -1.052779e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -10528034.000000 Penalty: 3678.252930
	Iteration 50Q: 3 clusters Score -1.052803e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -10528225.000000 Penalty: 3678.252930
	Iteration 51Q: 3 clusters Score -1.052822e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -10528542.000000 Penalty: 3678.252930
	Iteration 52Q: 3 clusters Score -1.052854e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -10528852.000000 Penalty: 3678.252930
	Iteration 53Q: 3 clusters Score -1.052885e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -10529141.000000 Penalty: 3678.252930
	Iteration 54Q: 3 clusters Score -1.052914e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -10529515.000000 Penalty: 3678.252930
	Iteration 55Q: 3 clusters Score -1.052952e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -10529778.000000 Penalty: 3678.252930
	Iteration 56Q: 3 clusters Score -1.052978e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -10530066.000000 Penalty: 3678.252930
	Iteration 57Q: 3 clusters Score -1.053007e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -10530301.000000 Penalty: 3678.252930
	Iteration 58Q: 3 clusters Score -1.05303e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -10530740.000000 Penalty: 3678.252930
	Iteration 59Q: 3 clusters Score -1.053074e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -10531718.000000 Penalty: 3678.252930
	Iteration 60F: 3 clusters Score -1.053172e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -10532634.000000 Penalty: 3678.252930
	Iteration 61Q: 3 clusters Score -1.053263e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -10533052.000000 Penalty: 3678.252930
	Iteration 62Q: 3 clusters Score -1.053305e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -10533201.000000 Penalty: 3678.252930
	Iteration 63Q: 3 clusters Score -1.05332e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -10533269.000000 Penalty: 3678.252930
	Iteration 64Q: 3 clusters Score -1.053327e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -10533357.000000 Penalty: 3678.252930
	Iteration 65Q: 3 clusters Score -1.053336e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -10533373.000000 Penalty: 3678.252930
	Iteration 66Q: 3 clusters Score -1.053337e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -10533488.000000 Penalty: 3678.252930
	Iteration 67Q: 3 clusters Score -1.053349e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10533455.000000 Penalty: 3678.252930
	Iteration 68Q: 3 clusters Score -1.053346e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10533453.000000 Penalty: 3678.252930
	Iteration 69Q: 3 clusters Score -1.053345e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10533468.000000 Penalty: 3678.252930
	Iteration 70Q: 3 clusters Score -1.053347e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10533492.000000 Penalty: 3678.252930
	Iteration 71Q: 3 clusters Score -1.053349e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10533561.000000 Penalty: 3678.252930
	Iteration 72Q: 3 clusters Score -1.053356e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10533582.000000 Penalty: 3678.252930
	Iteration 73Q: 3 clusters Score -1.053358e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10533593.000000 Penalty: 3678.252930
	Iteration 74Q: 3 clusters Score -1.053359e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10533630.000000 Penalty: 3678.252930
	Iteration 75Q: 3 clusters Score -1.053363e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10533630.000000 Penalty: 3678.252930
	Iteration 76Q: 3 clusters Score -1.053363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10533625.000000 Penalty: 3678.252930
	Iteration 77Q: 3 clusters Score -1.053362e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10533639.000000 Penalty: 3678.252930
	Iteration 78Q: 3 clusters Score -1.053364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10533637.000000 Penalty: 3678.252930
	Iteration 79Q: 3 clusters Score -1.053364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10533646.000000 Penalty: 3678.252930
	Iteration 80F: 3 clusters Score -1.053365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10533660.000000 Penalty: 3678.252930
	Iteration 81Q: 3 clusters Score -1.053366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10533677.000000 Penalty: 3678.252930
	Iteration 82Q: 3 clusters Score -1.053368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10533673.000000 Penalty: 3678.252930
	Iteration 83Q: 3 clusters Score -1.053367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10533680.000000 Penalty: 3678.252930
	Iteration 84Q: 3 clusters Score -1.053368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10533679.000000 Penalty: 3678.252930
	Iteration 85Q: 3 clusters Score -1.053368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10533678.000000 Penalty: 3678.252930
	Iteration 86Q: 3 clusters Score -1.053368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10533683.000000 Penalty: 3678.252930
	Iteration 87Q: 3 clusters Score -1.053368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10533690.000000 Penalty: 3678.252930
	Iteration 88Q: 3 clusters Score -1.053369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10533686.000000 Penalty: 3678.252930
	Iteration 89Q: 3 clusters Score -1.053369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10533686.000000 Penalty: 3678.252930
	Iteration 90Q: 3 clusters Score -1.053369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10533678.000000 Penalty: 3678.252930
	Iteration 91Q: 3 clusters Score -1.053368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10533685.000000 Penalty: 3678.252930
	Iteration 92Q: 3 clusters Score -1.053368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10533683.000000 Penalty: 3678.252930
	Iteration 93Q: 3 clusters Score -1.053368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10533690.000000 Penalty: 3678.252930
	Iteration 94Q: 3 clusters Score -1.053369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10533690.000000 Penalty: 3678.252930
	Iteration 95Q: 3 clusters Score -1.053369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10533690.000000 Penalty: 3678.252930
	Iteration 96F: 3 clusters Score -1.053369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Entering Unmasked Estep 
Score: -1222688.375000 Penalty: 1488.516113
	Iteration 0F: 2 clusters Score -1222688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1215877.750000 Penalty: 2977.032227
	Iteration 0F: 3 clusters Score -1215878 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1217991.625000 Penalty: 2977.032227
	Iteration 1F: 3 clusters Score -1217992 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1218244.750000 Penalty: 2977.032227
	Iteration 2F: 3 clusters Score -1218245 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1218457.250000 Penalty: 2977.032227
	Iteration 3F: 3 clusters Score -1218457 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1218644.000000 Penalty: 2977.032227
	Iteration 4Q: 3 clusters Score -1218644 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1218822.500000 Penalty: 2977.032227
	Iteration 5Q: 3 clusters Score -1218822 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1219024.375000 Penalty: 2977.032227
	Iteration 6Q: 3 clusters Score -1219024 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1219290.875000 Penalty: 2977.032227
	Iteration 7Q: 3 clusters Score -1219291 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1219578.500000 Penalty: 2977.032227
	Iteration 8Q: 3 clusters Score -1219578 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1219911.500000 Penalty: 2977.032227
	Iteration 9F: 3 clusters Score -1219912 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1220272.750000 Penalty: 2977.032227
	Iteration 10F: 3 clusters Score -1220273 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1220549.250000 Penalty: 2977.032227
	Iteration 11Q: 3 clusters Score -1220549 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1220746.500000 Penalty: 2977.032227
	Iteration 12Q: 3 clusters Score -1220746 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1220873.750000 Penalty: 2977.032227
	Iteration 13Q: 3 clusters Score -1220874 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1220954.250000 Penalty: 2977.032227
	Iteration 14Q: 3 clusters Score -1220954 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1221034.000000 Penalty: 2977.032227
	Iteration 15Q: 3 clusters Score -1221034 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1221108.750000 Penalty: 2977.032227
	Iteration 16Q: 3 clusters Score -1221109 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1221185.375000 Penalty: 2977.032227
	Iteration 17Q: 3 clusters Score -1221185 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1221252.250000 Penalty: 2977.032227
	Iteration 18Q: 3 clusters Score -1221252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1221299.625000 Penalty: 2977.032227
	Iteration 19Q: 3 clusters Score -1221300 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1221346.250000 Penalty: 2977.032227
	Iteration 20F: 3 clusters Score -1221346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1221378.000000 Penalty: 2977.032227
	Iteration 21Q: 3 clusters Score -1221378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1221408.250000 Penalty: 2977.032227
	Iteration 22Q: 3 clusters Score -1221408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1221438.125000 Penalty: 2977.032227
	Iteration 23Q: 3 clusters Score -1221438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1221455.750000 Penalty: 2977.032227
	Iteration 24Q: 3 clusters Score -1221456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1221474.500000 Penalty: 2977.032227
	Iteration 25Q: 3 clusters Score -1221474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1221491.250000 Penalty: 2977.032227
	Iteration 26Q: 3 clusters Score -1221491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1221501.125000 Penalty: 2977.032227
	Iteration 27Q: 3 clusters Score -1221501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1221511.500000 Penalty: 2977.032227
	Iteration 28Q: 3 clusters Score -1221512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1221515.750000 Penalty: 2977.032227
	Iteration 29Q: 3 clusters Score -1221516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1221522.000000 Penalty: 2977.032227
	Iteration 30Q: 3 clusters Score -1221522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1221523.000000 Penalty: 2977.032227
	Iteration 31Q: 3 clusters Score -1221523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1221525.875000 Penalty: 2977.032227
	Iteration 32Q: 3 clusters Score -1221526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1221525.750000 Penalty: 2977.032227
	Iteration 33Q: 3 clusters Score -1221526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1221524.375000 Penalty: 2977.032227
	Iteration 34Q: 3 clusters Score -1221524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1221523.625000 Penalty: 2977.032227
	Iteration 35Q: 3 clusters Score -1221524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1221525.375000 Penalty: 2977.032227
	Iteration 36Q: 3 clusters Score -1221525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1221526.875000 Penalty: 2977.032227
	Iteration 37Q: 3 clusters Score -1221527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1221526.875000 Penalty: 2977.032227
	Iteration 38F: 3 clusters Score -1221527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Entering Unmasked Estep 
Score: -8848982.000000 Penalty: 1810.550293
	Iteration 0F: 2 clusters Score -8848982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -8804809.000000 Penalty: 3621.100586
	Iteration 0F: 3 clusters Score -8804809 nChanged 32605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -8823636.000000 Penalty: 3621.100586
	Iteration 1F: 3 clusters Score -8823636 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -8824583.000000 Penalty: 3621.100586
	Iteration 2Q: 3 clusters Score -8824583 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -8826089.000000 Penalty: 3621.100586
	Iteration 3Q: 3 clusters Score -8826089 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -8828231.000000 Penalty: 3621.100586
	Iteration 4F: 3 clusters Score -8828231 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -8831279.000000 Penalty: 3621.100586
	Iteration 5F: 3 clusters Score -8831279 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -8834494.000000 Penalty: 3621.100586
	Iteration 6F: 3 clusters Score -8834494 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -8837502.000000 Penalty: 3621.100586
	Iteration 7F: 3 clusters Score -8837502 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -8839564.000000 Penalty: 3621.100586
	Iteration 8Q: 3 clusters Score -8839564 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -8840560.000000 Penalty: 3621.100586
	Iteration 9Q: 3 clusters Score -8840560 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -8840849.000000 Penalty: 3621.100586
	Iteration 10Q: 3 clusters Score -8840849 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -8840886.000000 Penalty: 3621.100586
	Iteration 11Q: 3 clusters Score -8840886 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -8840859.000000 Penalty: 3621.100586
	Iteration 12Q: 3 clusters Score -8840859 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -8840808.000000 Penalty: 3621.100586
	Iteration 13Q: 3 clusters Score -8840808 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -8840749.000000 Penalty: 3621.100586
	Iteration 14Q: 3 clusters Score -8840749 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -8840713.000000 Penalty: 3621.100586
	Iteration 15Q: 3 clusters Score -8840713 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -8840666.000000 Penalty: 3621.100586
	Iteration 16Q: 3 clusters Score -8840666 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -8840587.000000 Penalty: 3621.100586
	Iteration 17Q: 3 clusters Score -8840587 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -8840544.000000 Penalty: 3621.100586
	Iteration 18Q: 3 clusters Score -8840544 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -8840505.000000 Penalty: 3621.100586
	Iteration 19Q: 3 clusters Score -8840505 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -8840421.000000 Penalty: 3621.100586
	Iteration 20F: 3 clusters Score -8840421 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -8840454.000000 Penalty: 3621.100586
	Iteration 21Q: 3 clusters Score -8840454 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -8840437.000000 Penalty: 3621.100586
	Iteration 22Q: 3 clusters Score -8840437 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -8840516.000000 Penalty: 3621.100586
	Iteration 23Q: 3 clusters Score -8840516 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8840629.000000 Penalty: 3621.100586
	Iteration 24Q: 3 clusters Score -8840629 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -8840665.000000 Penalty: 3621.100586
	Iteration 25Q: 3 clusters Score -8840665 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8840709.000000 Penalty: 3621.100586
	Iteration 26Q: 3 clusters Score -8840709 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -8840864.000000 Penalty: 3621.100586
	Iteration 27Q: 3 clusters Score -8840864 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8840964.000000 Penalty: 3621.100586
	Iteration 28Q: 3 clusters Score -8840964 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -8841081.000000 Penalty: 3621.100586
	Iteration 29Q: 3 clusters Score -8841081 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -8841219.000000 Penalty: 3621.100586
	Iteration 30Q: 3 clusters Score -8841219 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -8841358.000000 Penalty: 3621.100586
	Iteration 31Q: 3 clusters Score -8841358 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -8841444.000000 Penalty: 3621.100586
	Iteration 32Q: 3 clusters Score -8841444 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -8841561.000000 Penalty: 3621.100586
	Iteration 33Q: 3 clusters Score -8841561 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -8841712.000000 Penalty: 3621.100586
	Iteration 34Q: 3 clusters Score -8841712 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -8841763.000000 Penalty: 3621.100586
	Iteration 35Q: 3 clusters Score -8841763 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -8841854.000000 Penalty: 3621.100586
	Iteration 36Q: 3 clusters Score -8841854 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -8841904.000000 Penalty: 3621.100586
	Iteration 37Q: 3 clusters Score -8841904 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -8841950.000000 Penalty: 3621.100586
	Iteration 38Q: 3 clusters Score -8841950 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -8842010.000000 Penalty: 3621.100586
	Iteration 39Q: 3 clusters Score -8842010 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -8842077.000000 Penalty: 3621.100586
	Iteration 40F: 3 clusters Score -8842077 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -8842160.000000 Penalty: 3621.100586
	Iteration 41Q: 3 clusters Score -8842160 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -8842201.000000 Penalty: 3621.100586
	Iteration 42Q: 3 clusters Score -8842201 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -8842256.000000 Penalty: 3621.100586
	Iteration 43Q: 3 clusters Score -8842256 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -8842284.000000 Penalty: 3621.100586
	Iteration 44Q: 3 clusters Score -8842284 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -8842336.000000 Penalty: 3621.100586
	Iteration 45Q: 3 clusters Score -8842336 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -8842371.000000 Penalty: 3621.100586
	Iteration 46Q: 3 clusters Score -8842371 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -8842403.000000 Penalty: 3621.100586
	Iteration 47Q: 3 clusters Score -8842403 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -8842424.000000 Penalty: 3621.100586
	Iteration 48Q: 3 clusters Score -8842424 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -8842469.000000 Penalty: 3621.100586
	Iteration 49Q: 3 clusters Score -8842469 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -8842502.000000 Penalty: 3621.100586
	Iteration 50Q: 3 clusters Score -8842502 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8842524.000000 Penalty: 3621.100586
	Iteration 51Q: 3 clusters Score -8842524 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -8842550.000000 Penalty: 3621.100586
	Iteration 52Q: 3 clusters Score -8842550 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -8842549.000000 Penalty: 3621.100586
	Iteration 53Q: 3 clusters Score -8842549 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -8842593.000000 Penalty: 3621.100586
	Iteration 54Q: 3 clusters Score -8842593 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -8842639.000000 Penalty: 3621.100586
	Iteration 55Q: 3 clusters Score -8842639 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -8842654.000000 Penalty: 3621.100586
	Iteration 56Q: 3 clusters Score -8842654 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -8842689.000000 Penalty: 3621.100586
	Iteration 57Q: 3 clusters Score -8842689 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -8842686.000000 Penalty: 3621.100586
	Iteration 58Q: 3 clusters Score -8842686 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -8842681.000000 Penalty: 3621.100586
	Iteration 59Q: 3 clusters Score -8842681 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -8842690.000000 Penalty: 3621.100586
	Iteration 60F: 3 clusters Score -8842690 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -8842710.000000 Penalty: 3621.100586
	Iteration 61Q: 3 clusters Score -8842710 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -8842752.000000 Penalty: 3621.100586
	Iteration 62Q: 3 clusters Score -8842752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -8842789.000000 Penalty: 3621.100586
	Iteration 63Q: 3 clusters Score -8842789 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -8842813.000000 Penalty: 3621.100586
	Iteration 64Q: 3 clusters Score -8842813 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -8842810.000000 Penalty: 3621.100586
	Iteration 65Q: 3 clusters Score -8842810 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -8842819.000000 Penalty: 3621.100586
	Iteration 66Q: 3 clusters Score -8842819 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -8842829.000000 Penalty: 3621.100586
	Iteration 67Q: 3 clusters Score -8842829 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -8842803.000000 Penalty: 3621.100586
	Iteration 68Q: 3 clusters Score -8842803 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -8842826.000000 Penalty: 3621.100586
	Iteration 69Q: 3 clusters Score -8842826 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -8842810.000000 Penalty: 3621.100586
	Iteration 70Q: 3 clusters Score -8842810 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -8842824.000000 Penalty: 3621.100586
	Iteration 71Q: 3 clusters Score -8842824 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -8842841.000000 Penalty: 3621.100586
	Iteration 72Q: 3 clusters Score -8842841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -8842871.000000 Penalty: 3621.100586
	Iteration 73Q: 3 clusters Score -8842871 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -8842872.000000 Penalty: 3621.100586
	Iteration 74Q: 3 clusters Score -8842872 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -8842879.000000 Penalty: 3621.100586
	Iteration 75Q: 3 clusters Score -8842879 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -8842908.000000 Penalty: 3621.100586
	Iteration 76Q: 3 clusters Score -8842908 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -8842933.000000 Penalty: 3621.100586
	Iteration 77Q: 3 clusters Score -8842933 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -8842943.000000 Penalty: 3621.100586
	Iteration 78Q: 3 clusters Score -8842943 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -8842954.000000 Penalty: 3621.100586
	Iteration 79Q: 3 clusters Score -8842954 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -8842955.000000 Penalty: 3621.100586
	Iteration 80F: 3 clusters Score -8842955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -8842960.000000 Penalty: 3621.100586
	Iteration 81Q: 3 clusters Score -8842960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -8842963.000000 Penalty: 3621.100586
	Iteration 82Q: 3 clusters Score -8842963 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -8842967.000000 Penalty: 3621.100586
	Iteration 83Q: 3 clusters Score -8842967 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -8842972.000000 Penalty: 3621.100586
	Iteration 84Q: 3 clusters Score -8842972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -8842967.000000 Penalty: 3621.100586
	Iteration 85Q: 3 clusters Score -8842967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -8842978.000000 Penalty: 3621.100586
	Iteration 86Q: 3 clusters Score -8842978 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -8842987.000000 Penalty: 3621.100586
	Iteration 87Q: 3 clusters Score -8842987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -8842984.000000 Penalty: 3621.100586
	Iteration 88Q: 3 clusters Score -8842984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -8843018.000000 Penalty: 3621.100586
	Iteration 89Q: 3 clusters Score -8843018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -8843012.000000 Penalty: 3621.100586
	Iteration 90Q: 3 clusters Score -8843012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -8843007.000000 Penalty: 3621.100586
	Iteration 91Q: 3 clusters Score -8843007 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -8843019.000000 Penalty: 3621.100586
	Iteration 92Q: 3 clusters Score -8843019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -8843035.000000 Penalty: 3621.100586
	Iteration 93Q: 3 clusters Score -8843035 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -8843034.000000 Penalty: 3621.100586
	Iteration 94Q: 3 clusters Score -8843034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -8843015.000000 Penalty: 3621.100586
	Iteration 95Q: 3 clusters Score -8843015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -8843020.000000 Penalty: 3621.100586
	Iteration 96Q: 3 clusters Score -8843020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -8843001.000000 Penalty: 3621.100586
	Iteration 97Q: 3 clusters Score -8843001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -8843018.000000 Penalty: 3621.100586
	Iteration 98Q: 3 clusters Score -8843018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -8843020.000000 Penalty: 3621.100586
	Iteration 99Q: 3 clusters Score -8843020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -8843018.000000 Penalty: 3621.100586
	Iteration 100F: 3 clusters Score -8843018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -8843017.000000 Penalty: 3621.100586
	Iteration 101Q: 3 clusters Score -8843017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -8843027.000000 Penalty: 3621.100586
	Iteration 102Q: 3 clusters Score -8843027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -8843031.000000 Penalty: 3621.100586
	Iteration 103Q: 3 clusters Score -8843031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -8843033.000000 Penalty: 3621.100586
	Iteration 104Q: 3 clusters Score -8843033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -8843031.000000 Penalty: 3621.100586
	Iteration 105Q: 3 clusters Score -8843031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -8843035.000000 Penalty: 3621.100586
	Iteration 106Q: 3 clusters Score -8843035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -8843040.000000 Penalty: 3621.100586
	Iteration 107Q: 3 clusters Score -8843040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -8843048.000000 Penalty: 3621.100586
	Iteration 108Q: 3 clusters Score -8843048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -8843048.000000 Penalty: 3621.100586
	Iteration 109Q: 3 clusters Score -8843048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -8843040.000000 Penalty: 3621.100586
	Iteration 110Q: 3 clusters Score -8843040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -8843051.000000 Penalty: 3621.100586
	Iteration 111Q: 3 clusters Score -8843051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -8843052.000000 Penalty: 3621.100586
	Iteration 112Q: 3 clusters Score -8843052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -8843043.000000 Penalty: 3621.100586
	Iteration 113Q: 3 clusters Score -8843043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -8843058.000000 Penalty: 3621.100586
	Iteration 114Q: 3 clusters Score -8843058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -8843050.000000 Penalty: 3621.100586
	Iteration 115Q: 3 clusters Score -8843050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -8843055.000000 Penalty: 3621.100586
	Iteration 116Q: 3 clusters Score -8843055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -8843064.000000 Penalty: 3621.100586
	Iteration 117Q: 3 clusters Score -8843064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -8843058.000000 Penalty: 3621.100586
	Iteration 118Q: 3 clusters Score -8843058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -8843058.000000 Penalty: 3621.100586
	Iteration 119Q: 3 clusters Score -8843058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -8843051.000000 Penalty: 3621.100586
	Iteration 120F: 3 clusters Score -8843051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -8843043.000000 Penalty: 3621.100586
	Iteration 121Q: 3 clusters Score -8843043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -8843047.000000 Penalty: 3621.100586
	Iteration 122Q: 3 clusters Score -8843047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -8843039.000000 Penalty: 3621.100586
	Iteration 123Q: 3 clusters Score -8843039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -8843040.000000 Penalty: 3621.100586
	Iteration 124Q: 3 clusters Score -8843040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8843045.000000 Penalty: 3621.100586
	Iteration 125Q: 3 clusters Score -8843045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -8843044.000000 Penalty: 3621.100586
	Iteration 126Q: 3 clusters Score -8843044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8843043.000000 Penalty: 3621.100586
	Iteration 127Q: 3 clusters Score -8843043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8843044.000000 Penalty: 3621.100586
	Iteration 128Q: 3 clusters Score -8843044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8843044.000000 Penalty: 3621.100586
	Iteration 129F: 3 clusters Score -8843044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Entering Unmasked Estep 
Score: -4823621.500000 Penalty: 1713.249756
	Iteration 0F: 2 clusters Score -4823622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -4798168.500000 Penalty: 3426.499512
	Iteration 0F: 3 clusters Score -4798168 nChanged 17571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4808353.500000 Penalty: 3426.499512
	Iteration 1F: 3 clusters Score -4808354 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4809140.500000 Penalty: 3426.499512
	Iteration 2Q: 3 clusters Score -4809140 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -4810023.000000 Penalty: 3426.499512
	Iteration 3Q: 3 clusters Score -4810023 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -4811108.500000 Penalty: 3426.499512
	Iteration 4F: 3 clusters Score -4811108 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4812319.000000 Penalty: 3426.499512
	Iteration 5F: 3 clusters Score -4812319 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4813710.000000 Penalty: 3426.499512
	Iteration 6F: 3 clusters Score -4813710 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4815195.500000 Penalty: 3426.499512
	Iteration 7F: 3 clusters Score -4815196 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4816628.000000 Penalty: 3426.499512
	Iteration 8F: 3 clusters Score -4816628 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4817927.500000 Penalty: 3426.499512
	Iteration 9Q: 3 clusters Score -4817928 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4818922.000000 Penalty: 3426.499512
	Iteration 10Q: 3 clusters Score -4818922 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4819733.500000 Penalty: 3426.499512
	Iteration 11Q: 3 clusters Score -4819734 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4820347.500000 Penalty: 3426.499512
	Iteration 12Q: 3 clusters Score -4820348 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4820851.500000 Penalty: 3426.499512
	Iteration 13Q: 3 clusters Score -4820852 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4821222.000000 Penalty: 3426.499512
	Iteration 14Q: 3 clusters Score -4821222 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4821504.000000 Penalty: 3426.499512
	Iteration 15Q: 3 clusters Score -4821504 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4821712.500000 Penalty: 3426.499512
	Iteration 16Q: 3 clusters Score -4821712 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4821830.500000 Penalty: 3426.499512
	Iteration 17Q: 3 clusters Score -4821830 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4821905.500000 Penalty: 3426.499512
	Iteration 18Q: 3 clusters Score -4821906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4821970.500000 Penalty: 3426.499512
	Iteration 19Q: 3 clusters Score -4821970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4822020.000000 Penalty: 3426.499512
	Iteration 20F: 3 clusters Score -4822020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4822058.500000 Penalty: 3426.499512
	Iteration 21Q: 3 clusters Score -4822058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4822086.500000 Penalty: 3426.499512
	Iteration 22Q: 3 clusters Score -4822086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4822110.000000 Penalty: 3426.499512
	Iteration 23Q: 3 clusters Score -4822110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4822126.000000 Penalty: 3426.499512
	Iteration 24Q: 3 clusters Score -4822126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4822144.000000 Penalty: 3426.499512
	Iteration 25Q: 3 clusters Score -4822144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4822153.000000 Penalty: 3426.499512
	Iteration 26Q: 3 clusters Score -4822153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4822156.000000 Penalty: 3426.499512
	Iteration 27Q: 3 clusters Score -4822156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4822156.500000 Penalty: 3426.499512
	Iteration 28Q: 3 clusters Score -4822156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4822155.000000 Penalty: 3426.499512
	Iteration 29Q: 3 clusters Score -4822155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4822154.000000 Penalty: 3426.499512
	Iteration 30Q: 3 clusters Score -4822154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4822157.500000 Penalty: 3426.499512
	Iteration 31Q: 3 clusters Score -4822158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4822157.000000 Penalty: 3426.499512
	Iteration 32Q: 3 clusters Score -4822157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4822159.000000 Penalty: 3426.499512
	Iteration 33Q: 3 clusters Score -4822159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4822166.000000 Penalty: 3426.499512
	Iteration 34Q: 3 clusters Score -4822166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4822169.000000 Penalty: 3426.499512
	Iteration 35Q: 3 clusters Score -4822169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4822173.500000 Penalty: 3426.499512
	Iteration 36Q: 3 clusters Score -4822174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4822172.500000 Penalty: 3426.499512
	Iteration 37Q: 3 clusters Score -4822172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4822174.500000 Penalty: 3426.499512
	Iteration 38Q: 3 clusters Score -4822174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4822175.000000 Penalty: 3426.499512
	Iteration 39Q: 3 clusters Score -4822175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4822175.000000 Penalty: 3426.499512
	Iteration 40F: 3 clusters Score -4822175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -86230.156250 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -86230.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85017.453125 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -85017.45 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85331.890625 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -85331.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85462.648438 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -85462.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85567.015625 Penalty: 2154.972168
	Iteration 3F: 3 clusters Score -85567.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85654.984375 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -85654.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85729.718750 Penalty: 2154.972168
	Iteration 5F: 3 clusters Score -85729.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85791.546875 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -85791.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85825.632812 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -85825.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85852.898438 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -85852.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85866.851562 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -85866.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85876.101562 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -85876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -85879.437500 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -85879.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -85881.281250 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -85881.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -85881.281250 Penalty: 2154.972168
	Iteration 13F: 3 clusters Score -85881.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -796349.687500 Penalty: 1420.408691
	Iteration 0F: 2 clusters Score -796349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -791538.000000 Penalty: 2840.817383
	Iteration 0F: 3 clusters Score -791538 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -792948.812500 Penalty: 2840.817383
	Iteration 1F: 3 clusters Score -792948.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -793144.937500 Penalty: 2840.817383
	Iteration 2F: 3 clusters Score -793144.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -793282.187500 Penalty: 2840.817383
	Iteration 3Q: 3 clusters Score -793282.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -793374.750000 Penalty: 2840.817383
	Iteration 4Q: 3 clusters Score -793374.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -793479.562500 Penalty: 2840.817383
	Iteration 5Q: 3 clusters Score -793479.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -793579.000000 Penalty: 2840.817383
	Iteration 6Q: 3 clusters Score -793579 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -793690.000000 Penalty: 2840.817383
	Iteration 7Q: 3 clusters Score -793690 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -793816.000000 Penalty: 2840.817383
	Iteration 8Q: 3 clusters Score -793816 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -793973.250000 Penalty: 2840.817383
	Iteration 9Q: 3 clusters Score -793973.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -794142.812500 Penalty: 2840.817383
	Iteration 10Q: 3 clusters Score -794142.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -794329.562500 Penalty: 2840.817383
	Iteration 11Q: 3 clusters Score -794329.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -794517.500000 Penalty: 2840.817383
	Iteration 12Q: 3 clusters Score -794517.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -794682.500000 Penalty: 2840.817383
	Iteration 13Q: 3 clusters Score -794682.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -794788.250000 Penalty: 2840.817383
	Iteration 14Q: 3 clusters Score -794788.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -794857.562500 Penalty: 2840.817383
	Iteration 15Q: 3 clusters Score -794857.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -794920.437500 Penalty: 2840.817383
	Iteration 16Q: 3 clusters Score -794920.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -794983.000000 Penalty: 2840.817383
	Iteration 17Q: 3 clusters Score -794983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -795024.250000 Penalty: 2840.817383
	Iteration 18Q: 3 clusters Score -795024.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -795061.625000 Penalty: 2840.817383
	Iteration 19Q: 3 clusters Score -795061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -795087.437500 Penalty: 2840.817383
	Iteration 20F: 3 clusters Score -795087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -795097.812500 Penalty: 2840.817383
	Iteration 21Q: 3 clusters Score -795097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -795102.125000 Penalty: 2840.817383
	Iteration 22Q: 3 clusters Score -795102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -795104.437500 Penalty: 2840.817383
	Iteration 23Q: 3 clusters Score -795104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -795106.625000 Penalty: 2840.817383
	Iteration 24Q: 3 clusters Score -795106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -795109.250000 Penalty: 2840.817383
	Iteration 25Q: 3 clusters Score -795109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -795110.562500 Penalty: 2840.817383
	Iteration 26Q: 3 clusters Score -795110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -795109.937500 Penalty: 2840.817383
	Iteration 27Q: 3 clusters Score -795109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -795110.625000 Penalty: 2840.817383
	Iteration 28Q: 3 clusters Score -795110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -795111.062500 Penalty: 2840.817383
	Iteration 29Q: 3 clusters Score -795111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -795113.687500 Penalty: 2840.817383
	Iteration 30Q: 3 clusters Score -795113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -795113.687500 Penalty: 2840.817383
	Iteration 31F: 3 clusters Score -795113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Entering Unmasked Estep 
Score: -409120.687500 Penalty: 1322.848633
	Iteration 0F: 2 clusters Score -409120.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -406135.531250 Penalty: 2645.697266
	Iteration 0F: 3 clusters Score -406135.5 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -406830.218750 Penalty: 2645.697266
	Iteration 1F: 3 clusters Score -406830.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -406968.031250 Penalty: 2645.697266
	Iteration 2F: 3 clusters Score -406968 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -407057.750000 Penalty: 2645.697266
	Iteration 3Q: 3 clusters Score -407057.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -407123.750000 Penalty: 2645.697266
	Iteration 4Q: 3 clusters Score -407123.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -407183.687500 Penalty: 2645.697266
	Iteration 5Q: 3 clusters Score -407183.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -407249.437500 Penalty: 2645.697266
	Iteration 6Q: 3 clusters Score -407249.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -407325.281250 Penalty: 2645.697266
	Iteration 7Q: 3 clusters Score -407325.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -407399.281250 Penalty: 2645.697266
	Iteration 8Q: 3 clusters Score -407399.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -407459.531250 Penalty: 2645.697266
	Iteration 9Q: 3 clusters Score -407459.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -407540.312500 Penalty: 2645.697266
	Iteration 10Q: 3 clusters Score -407540.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -407621.406250 Penalty: 2645.697266
	Iteration 11Q: 3 clusters Score -407621.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -407716.218750 Penalty: 2645.697266
	Iteration 12Q: 3 clusters Score -407716.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -407792.343750 Penalty: 2645.697266
	Iteration 13Q: 3 clusters Score -407792.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -407870.343750 Penalty: 2645.697266
	Iteration 14Q: 3 clusters Score -407870.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -407952.968750 Penalty: 2645.697266
	Iteration 15Q: 3 clusters Score -407953 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -408016.312500 Penalty: 2645.697266
	Iteration 16Q: 3 clusters Score -408016.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -408073.750000 Penalty: 2645.697266
	Iteration 17Q: 3 clusters Score -408073.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -408123.625000 Penalty: 2645.697266
	Iteration 18Q: 3 clusters Score -408123.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -408158.718750 Penalty: 2645.697266
	Iteration 19Q: 3 clusters Score -408158.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -408184.125000 Penalty: 2645.697266
	Iteration 20F: 3 clusters Score -408184.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -408204.656250 Penalty: 2645.697266
	Iteration 21Q: 3 clusters Score -408204.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -408228.218750 Penalty: 2645.697266
	Iteration 22Q: 3 clusters Score -408228.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -408239.906250 Penalty: 2645.697266
	Iteration 23Q: 3 clusters Score -408239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -408250.656250 Penalty: 2645.697266
	Iteration 24Q: 3 clusters Score -408250.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -408254.031250 Penalty: 2645.697266
	Iteration 25Q: 3 clusters Score -408254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -408256.218750 Penalty: 2645.697266
	Iteration 26Q: 3 clusters Score -408256.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -408261.281250 Penalty: 2645.697266
	Iteration 27Q: 3 clusters Score -408261.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -408265.250000 Penalty: 2645.697266
	Iteration 28Q: 3 clusters Score -408265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -408267.656250 Penalty: 2645.697266
	Iteration 29Q: 3 clusters Score -408267.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -408271.187500 Penalty: 2645.697266
	Iteration 30Q: 3 clusters Score -408271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -408272.093750 Penalty: 2645.697266
	Iteration 31Q: 3 clusters Score -408272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -408272.468750 Penalty: 2645.697266
	Iteration 32Q: 3 clusters Score -408272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -408274.093750 Penalty: 2645.697266
	Iteration 33Q: 3 clusters Score -408274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -408274.812500 Penalty: 2645.697266
	Iteration 34Q: 3 clusters Score -408274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -408275.750000 Penalty: 2645.697266
	Iteration 35Q: 3 clusters Score -408275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -408275.781250 Penalty: 2645.697266
	Iteration 36Q: 3 clusters Score -408275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -408277.125000 Penalty: 2645.697266
	Iteration 37Q: 3 clusters Score -408277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -408276.906250 Penalty: 2645.697266
	Iteration 38Q: 3 clusters Score -408276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -408276.500000 Penalty: 2645.697266
	Iteration 39Q: 3 clusters Score -408276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -408277.375000 Penalty: 2645.697266
	Iteration 40F: 3 clusters Score -408277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -408277.750000 Penalty: 2645.697266
	Iteration 41Q: 3 clusters Score -408277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -408278.750000 Penalty: 2645.697266
	Iteration 42Q: 3 clusters Score -408278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -408279.000000 Penalty: 2645.697266
	Iteration 43Q: 3 clusters Score -408279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -408279.000000 Penalty: 2645.697266
	Iteration 44F: 3 clusters Score -408279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Entering Unmasked Estep 
Score: -6037168.500000 Penalty: 1747.087280
	Iteration 0F: 2 clusters Score -6037168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6006105.000000 Penalty: 3494.174561
	Iteration 0F: 3 clusters Score -6006105 nChanged 21927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -6018189.500000 Penalty: 3494.174561
	Iteration 1F: 3 clusters Score -6018190 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -6018623.000000 Penalty: 3494.174561
	Iteration 2Q: 3 clusters Score -6018623 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -6019051.000000 Penalty: 3494.174561
	Iteration 3Q: 3 clusters Score -6019051 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -6019621.000000 Penalty: 3494.174561
	Iteration 4Q: 3 clusters Score -6019621 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -6020419.000000 Penalty: 3494.174561
	Iteration 5Q: 3 clusters Score -6020419 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -6021483.000000 Penalty: 3494.174561
	Iteration 6Q: 3 clusters Score -6021483 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -6022970.000000 Penalty: 3494.174561
	Iteration 7F: 3 clusters Score -6022970 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -6024902.000000 Penalty: 3494.174561
	Iteration 8F: 3 clusters Score -6024902 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -6027028.000000 Penalty: 3494.174561
	Iteration 9F: 3 clusters Score -6027028 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -6028744.500000 Penalty: 3494.174561
	Iteration 10F: 3 clusters Score -6028744 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -6029990.000000 Penalty: 3494.174561
	Iteration 11Q: 3 clusters Score -6029990 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -6030780.000000 Penalty: 3494.174561
	Iteration 12Q: 3 clusters Score -6030780 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -6031288.500000 Penalty: 3494.174561
	Iteration 13Q: 3 clusters Score -6031288 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -6031742.000000 Penalty: 3494.174561
	Iteration 14Q: 3 clusters Score -6031742 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -6032140.500000 Penalty: 3494.174561
	Iteration 15Q: 3 clusters Score -6032140 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -6032487.000000 Penalty: 3494.174561
	Iteration 16Q: 3 clusters Score -6032487 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -6032827.000000 Penalty: 3494.174561
	Iteration 17Q: 3 clusters Score -6032827 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -6033098.000000 Penalty: 3494.174561
	Iteration 18Q: 3 clusters Score -6033098 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -6033439.500000 Penalty: 3494.174561
	Iteration 19Q: 3 clusters Score -6033440 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -6033754.000000 Penalty: 3494.174561
	Iteration 20F: 3 clusters Score -6033754 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -6034081.500000 Penalty: 3494.174561
	Iteration 21Q: 3 clusters Score -6034082 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6034347.000000 Penalty: 3494.174561
	Iteration 22Q: 3 clusters Score -6034347 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6034548.500000 Penalty: 3494.174561
	Iteration 23Q: 3 clusters Score -6034548 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6034740.000000 Penalty: 3494.174561
	Iteration 24Q: 3 clusters Score -6034740 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6034869.500000 Penalty: 3494.174561
	Iteration 25Q: 3 clusters Score -6034870 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6035015.000000 Penalty: 3494.174561
	Iteration 26Q: 3 clusters Score -6035015 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6035125.500000 Penalty: 3494.174561
	Iteration 27Q: 3 clusters Score -6035126 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6035199.500000 Penalty: 3494.174561
	Iteration 28Q: 3 clusters Score -6035200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6035273.500000 Penalty: 3494.174561
	Iteration 29Q: 3 clusters Score -6035274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6035340.500000 Penalty: 3494.174561
	Iteration 30Q: 3 clusters Score -6035340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6035386.500000 Penalty: 3494.174561
	Iteration 31Q: 3 clusters Score -6035386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6035420.000000 Penalty: 3494.174561
	Iteration 32Q: 3 clusters Score -6035420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6035453.500000 Penalty: 3494.174561
	Iteration 33Q: 3 clusters Score -6035454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6035499.500000 Penalty: 3494.174561
	Iteration 34Q: 3 clusters Score -6035500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6035517.000000 Penalty: 3494.174561
	Iteration 35Q: 3 clusters Score -6035517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6035555.000000 Penalty: 3494.174561
	Iteration 36Q: 3 clusters Score -6035555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6035574.000000 Penalty: 3494.174561
	Iteration 37Q: 3 clusters Score -6035574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6035592.500000 Penalty: 3494.174561
	Iteration 38Q: 3 clusters Score -6035592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6035613.000000 Penalty: 3494.174561
	Iteration 39Q: 3 clusters Score -6035613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6035612.500000 Penalty: 3494.174561
	Iteration 40F: 3 clusters Score -6035612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6035616.500000 Penalty: 3494.174561
	Iteration 41Q: 3 clusters Score -6035616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6035621.500000 Penalty: 3494.174561
	Iteration 42Q: 3 clusters Score -6035622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6035629.000000 Penalty: 3494.174561
	Iteration 43Q: 3 clusters Score -6035629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6035647.500000 Penalty: 3494.174561
	Iteration 44Q: 3 clusters Score -6035648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6035649.000000 Penalty: 3494.174561
	Iteration 45Q: 3 clusters Score -6035649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6035653.500000 Penalty: 3494.174561
	Iteration 46Q: 3 clusters Score -6035654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6035664.500000 Penalty: 3494.174561
	Iteration 47Q: 3 clusters Score -6035664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6035665.000000 Penalty: 3494.174561
	Iteration 48Q: 3 clusters Score -6035665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6035664.000000 Penalty: 3494.174561
	Iteration 49Q: 3 clusters Score -6035664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6035665.000000 Penalty: 3494.174561
	Iteration 50Q: 3 clusters Score -6035665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6035665.000000 Penalty: 3494.174561
	Iteration 51Q: 3 clusters Score -6035665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6035670.500000 Penalty: 3494.174561
	Iteration 52Q: 3 clusters Score -6035670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6035667.500000 Penalty: 3494.174561
	Iteration 53Q: 3 clusters Score -6035668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6035676.000000 Penalty: 3494.174561
	Iteration 54Q: 3 clusters Score -6035676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6035671.500000 Penalty: 3494.174561
	Iteration 55Q: 3 clusters Score -6035672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6035675.000000 Penalty: 3494.174561
	Iteration 56Q: 3 clusters Score -6035675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6035684.500000 Penalty: 3494.174561
	Iteration 57Q: 3 clusters Score -6035684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6035682.000000 Penalty: 3494.174561
	Iteration 58Q: 3 clusters Score -6035682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6035683.000000 Penalty: 3494.174561
	Iteration 59Q: 3 clusters Score -6035683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6035682.000000 Penalty: 3494.174561
	Iteration 60F: 3 clusters Score -6035682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6035684.000000 Penalty: 3494.174561
	Iteration 61Q: 3 clusters Score -6035684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6035686.000000 Penalty: 3494.174561
	Iteration 62Q: 3 clusters Score -6035686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6035686.000000 Penalty: 3494.174561
	Iteration 63F: 3 clusters Score -6035686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Entering Unmasked Estep 
Score: -7604583.000000 Penalty: 1784.889648
	Iteration 0F: 2 clusters Score -7604583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -7566624.000000 Penalty: 3569.779297
	Iteration 0F: 3 clusters Score -7566624 nChanged 27735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -7582531.000000 Penalty: 3569.779297
	Iteration 1F: 3 clusters Score -7582531 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -7583132.500000 Penalty: 3569.779297
	Iteration 2Q: 3 clusters Score -7583132 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -7583639.000000 Penalty: 3569.779297
	Iteration 3Q: 3 clusters Score -7583639 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -7584182.500000 Penalty: 3569.779297
	Iteration 4Q: 3 clusters Score -7584182 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -7584836.500000 Penalty: 3569.779297
	Iteration 5Q: 3 clusters Score -7584836 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -7585587.000000 Penalty: 3569.779297
	Iteration 6Q: 3 clusters Score -7585587 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -7586651.500000 Penalty: 3569.779297
	Iteration 7Q: 3 clusters Score -7586652 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -7587991.000000 Penalty: 3569.779297
	Iteration 8Q: 3 clusters Score -7587991 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -7589778.500000 Penalty: 3569.779297
	Iteration 9F: 3 clusters Score -7589778 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -7592043.000000 Penalty: 3569.779297
	Iteration 10F: 3 clusters Score -7592043 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -7594589.000000 Penalty: 3569.779297
	Iteration 11F: 3 clusters Score -7594589 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -7596878.000000 Penalty: 3569.779297
	Iteration 12F: 3 clusters Score -7596878 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7600275 nChanged 523
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Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7600392 nChanged 418
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Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7600520 nChanged 293
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Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7600529 nChanged 239
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Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 51398 members 
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Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7219 members 
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Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6943 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7600942 nChanged 123
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Mstep: Class 1 contains 6822 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6608 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6509 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7601002 nChanged 92
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Mstep: Class 1 contains 6423 members 
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Mstep: Class 1 contains 6319 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 52822 members 
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Mstep: Class 1 contains 5984 members 
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Mstep: Class 1 contains 5851 members 
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Mstep: Class 1 contains 4848 members 
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Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 54195 members 
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Mstep: Class 1 contains 4593 members 
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Mstep: Class 1 contains 4467 members 
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Mstep: Class 1 contains 4358 members 
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Mstep: Class 1 contains 4225 members 
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Mstep: Class 1 contains 3966 members 
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Mstep: Class 1 contains 3834 members 
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	Iteration 59Q: 3 clusters Score -7601820 nChanged 116
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Mstep: Class 1 contains 3593 members 
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	Iteration 60F: 3 clusters Score -7601862 nChanged 122
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	Iteration 61Q: 3 clusters Score -7601926 nChanged 113
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	Iteration 62Q: 3 clusters Score -7601960 nChanged 111
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	Iteration 63Q: 3 clusters Score -7602002 nChanged 86
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	Iteration 64Q: 3 clusters Score -7602030 nChanged 80
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Mstep: Class 1 contains 3091 members 
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	Iteration 65Q: 3 clusters Score -7602065 nChanged 83
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Mstep: Class 1 contains 2917 members 
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	Iteration 67Q: 3 clusters Score -7602096 nChanged 97
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	Iteration 69Q: 3 clusters Score -7602161 nChanged 86
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Mstep: Class 1 contains 2643 members 
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	Iteration 70Q: 3 clusters Score -7602212 nChanged 87
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Mstep: Class 1 contains 2566 members 
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Mstep: Class 1 contains 1859 members 
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	Iteration 104Q: 3 clusters Score -7602883 nChanged 6
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	Iteration 106Q: 3 clusters Score -7602890 nChanged 11
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Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -7602906.500000 Penalty: 3569.779297
	Iteration 107Q: 3 clusters Score -7602906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -7602907.500000 Penalty: 3569.779297
	Iteration 108Q: 3 clusters Score -7602908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -7602913.500000 Penalty: 3569.779297
	Iteration 109Q: 3 clusters Score -7602914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -7602912.000000 Penalty: 3569.779297
	Iteration 110Q: 3 clusters Score -7602912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -7602919.500000 Penalty: 3569.779297
	Iteration 111Q: 3 clusters Score -7602920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -7602918.500000 Penalty: 3569.779297
	Iteration 112Q: 3 clusters Score -7602918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -7602924.000000 Penalty: 3569.779297
	Iteration 113Q: 3 clusters Score -7602924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -7602932.500000 Penalty: 3569.779297
	Iteration 114Q: 3 clusters Score -7602932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -7602936.000000 Penalty: 3569.779297
	Iteration 115Q: 3 clusters Score -7602936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -7602941.000000 Penalty: 3569.779297
	Iteration 116Q: 3 clusters Score -7602941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -7602953.500000 Penalty: 3569.779297
	Iteration 117Q: 3 clusters Score -7602954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -7602956.500000 Penalty: 3569.779297
	Iteration 118Q: 3 clusters Score -7602956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -7602950.500000 Penalty: 3569.779297
	Iteration 119Q: 3 clusters Score -7602950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -7602956.500000 Penalty: 3569.779297
	Iteration 120F: 3 clusters Score -7602956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -7602957.500000 Penalty: 3569.779297
	Iteration 121Q: 3 clusters Score -7602958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -7602968.500000 Penalty: 3569.779297
	Iteration 122Q: 3 clusters Score -7602968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -7602970.500000 Penalty: 3569.779297
	Iteration 123Q: 3 clusters Score -7602970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
Score: -7602978.000000 Penalty: 3569.779297
	Iteration 124Q: 3 clusters Score -7602978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -7602979.500000 Penalty: 3569.779297
	Iteration 125Q: 3 clusters Score -7602980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -7602979.500000 Penalty: 3569.779297
	Iteration 126F: 3 clusters Score -7602980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Entering Unmasked Estep 
Score: -7376136.000000 Penalty: 1781.495117
	Iteration 0F: 2 clusters Score -7376136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -7337548.000000 Penalty: 3562.990234
	Iteration 0F: 3 clusters Score -7337548 nChanged 27155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -7353084.000000 Penalty: 3562.990234
	Iteration 1F: 3 clusters Score -7353084 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -7353592.000000 Penalty: 3562.990234
	Iteration 2Q: 3 clusters Score -7353592 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -7354177.500000 Penalty: 3562.990234
	Iteration 3Q: 3 clusters Score -7354178 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -7354933.500000 Penalty: 3562.990234
	Iteration 4Q: 3 clusters Score -7354934 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -7355878.500000 Penalty: 3562.990234
	Iteration 5Q: 3 clusters Score -7355878 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -7357303.000000 Penalty: 3562.990234
	Iteration 6Q: 3 clusters Score -7357303 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -7359319.000000 Penalty: 3562.990234
	Iteration 7F: 3 clusters Score -7359319 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -7361903.500000 Penalty: 3562.990234
	Iteration 8F: 3 clusters Score -7361904 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -7364334.500000 Penalty: 3562.990234
	Iteration 9F: 3 clusters Score -7364334 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -7365861.000000 Penalty: 3562.990234
	Iteration 10F: 3 clusters Score -7365861 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -7366431.500000 Penalty: 3562.990234
	Iteration 11Q: 3 clusters Score -7366432 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -7366743.500000 Penalty: 3562.990234
	Iteration 12Q: 3 clusters Score -7366744 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -7366956.000000 Penalty: 3562.990234
	Iteration 13Q: 3 clusters Score -7366956 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -7367173.000000 Penalty: 3562.990234
	Iteration 14Q: 3 clusters Score -7367173 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -7367416.500000 Penalty: 3562.990234
	Iteration 15Q: 3 clusters Score -7367416 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -7367669.500000 Penalty: 3562.990234
	Iteration 16Q: 3 clusters Score -7367670 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -7367958.500000 Penalty: 3562.990234
	Iteration 17Q: 3 clusters Score -7367958 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -7368275.500000 Penalty: 3562.990234
	Iteration 18Q: 3 clusters Score -7368276 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -7368637.000000 Penalty: 3562.990234
	Iteration 19Q: 3 clusters Score -7368637 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -7369047.500000 Penalty: 3562.990234
	Iteration 20F: 3 clusters Score -7369048 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -7369459.000000 Penalty: 3562.990234
	Iteration 21Q: 3 clusters Score -7369459 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -7369888.500000 Penalty: 3562.990234
	Iteration 22Q: 3 clusters Score -7369888 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -7370403.000000 Penalty: 3562.990234
	Iteration 23Q: 3 clusters Score -7370403 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -7370865.500000 Penalty: 3562.990234
	Iteration 24Q: 3 clusters Score -7370866 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -7371336.000000 Penalty: 3562.990234
	Iteration 25Q: 3 clusters Score -7371336 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -7371765.000000 Penalty: 3562.990234
	Iteration 26Q: 3 clusters Score -7371765 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -7372180.000000 Penalty: 3562.990234
	Iteration 27Q: 3 clusters Score -7372180 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -7372494.000000 Penalty: 3562.990234
	Iteration 28Q: 3 clusters Score -7372494 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -7372748.000000 Penalty: 3562.990234
	Iteration 29Q: 3 clusters Score -7372748 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -7372979.000000 Penalty: 3562.990234
	Iteration 30Q: 3 clusters Score -7372979 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -7373166.000000 Penalty: 3562.990234
	Iteration 31Q: 3 clusters Score -7373166 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -7373302.500000 Penalty: 3562.990234
	Iteration 32Q: 3 clusters Score -7373302 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -7373440.500000 Penalty: 3562.990234
	Iteration 33Q: 3 clusters Score -7373440 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -7373605.000000 Penalty: 3562.990234
	Iteration 34Q: 3 clusters Score -7373605 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -7373747.500000 Penalty: 3562.990234
	Iteration 35Q: 3 clusters Score -7373748 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -7373896.500000 Penalty: 3562.990234
	Iteration 36Q: 3 clusters Score -7373896 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -7374021.000000 Penalty: 3562.990234
	Iteration 37Q: 3 clusters Score -7374021 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -7374123.000000 Penalty: 3562.990234
	Iteration 38Q: 3 clusters Score -7374123 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -7374239.000000 Penalty: 3562.990234
	Iteration 39Q: 3 clusters Score -7374239 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -7374337.000000 Penalty: 3562.990234
	Iteration 40F: 3 clusters Score -7374337 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -7374418.000000 Penalty: 3562.990234
	Iteration 41Q: 3 clusters Score -7374418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -7374516.500000 Penalty: 3562.990234
	Iteration 42Q: 3 clusters Score -7374516 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -7374604.000000 Penalty: 3562.990234
	Iteration 43Q: 3 clusters Score -7374604 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -7374662.000000 Penalty: 3562.990234
	Iteration 44Q: 3 clusters Score -7374662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -7374733.500000 Penalty: 3562.990234
	Iteration 45Q: 3 clusters Score -7374734 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7374788.000000 Penalty: 3562.990234
	Iteration 46Q: 3 clusters Score -7374788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -7374824.000000 Penalty: 3562.990234
	Iteration 47Q: 3 clusters Score -7374824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -7374840.500000 Penalty: 3562.990234
	Iteration 48Q: 3 clusters Score -7374840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -7374853.000000 Penalty: 3562.990234
	Iteration 49Q: 3 clusters Score -7374853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -7374866.000000 Penalty: 3562.990234
	Iteration 50Q: 3 clusters Score -7374866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -7374857.500000 Penalty: 3562.990234
	Iteration 51Q: 3 clusters Score -7374858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -7374856.500000 Penalty: 3562.990234
	Iteration 52Q: 3 clusters Score -7374856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -7374871.000000 Penalty: 3562.990234
	Iteration 53Q: 3 clusters Score -7374871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -7374871.000000 Penalty: 3562.990234
	Iteration 54Q: 3 clusters Score -7374871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -7374868.000000 Penalty: 3562.990234
	Iteration 55Q: 3 clusters Score -7374868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -7374869.500000 Penalty: 3562.990234
	Iteration 56Q: 3 clusters Score -7374870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -7374867.500000 Penalty: 3562.990234
	Iteration 57Q: 3 clusters Score -7374868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -7374871.000000 Penalty: 3562.990234
	Iteration 58Q: 3 clusters Score -7374871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -7374872.500000 Penalty: 3562.990234
	Iteration 59Q: 3 clusters Score -7374872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -7374872.000000 Penalty: 3562.990234
	Iteration 60F: 3 clusters Score -7374872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -7374872.500000 Penalty: 3562.990234
	Iteration 61Q: 3 clusters Score -7374872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -7374883.500000 Penalty: 3562.990234
	Iteration 62Q: 3 clusters Score -7374884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -7374878.500000 Penalty: 3562.990234
	Iteration 63Q: 3 clusters Score -7374878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -7374884.000000 Penalty: 3562.990234
	Iteration 64Q: 3 clusters Score -7374884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -7374887.000000 Penalty: 3562.990234
	Iteration 65Q: 3 clusters Score -7374887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -7374888.000000 Penalty: 3562.990234
	Iteration 66Q: 3 clusters Score -7374888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -7374890.000000 Penalty: 3562.990234
	Iteration 67Q: 3 clusters Score -7374890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -7374890.000000 Penalty: 3562.990234
	Iteration 68F: 3 clusters Score -7374890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Entering Unmasked Estep 
Score: -1977818.375000 Penalty: 1569.077026
	Iteration 0F: 2 clusters Score -1977818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1967028.375000 Penalty: 3138.154053
	Iteration 0F: 3 clusters Score -1967028 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1970982.375000 Penalty: 3138.154053
	Iteration 1F: 3 clusters Score -1970982 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1971435.875000 Penalty: 3138.154053
	Iteration 2F: 3 clusters Score -1971436 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1971892.625000 Penalty: 3138.154053
	Iteration 3F: 3 clusters Score -1971893 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1972389.125000 Penalty: 3138.154053
	Iteration 4F: 3 clusters Score -1972389 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1972954.500000 Penalty: 3138.154053
	Iteration 5F: 3 clusters Score -1972954 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1973642.250000 Penalty: 3138.154053
	Iteration 6F: 3 clusters Score -1973642 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1974426.000000 Penalty: 3138.154053
	Iteration 7F: 3 clusters Score -1974426 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1975167.500000 Penalty: 3138.154053
	Iteration 8F: 3 clusters Score -1975168 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1975660.125000 Penalty: 3138.154053
	Iteration 9Q: 3 clusters Score -1975660 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1975915.875000 Penalty: 3138.154053
	Iteration 10Q: 3 clusters Score -1975916 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1976048.750000 Penalty: 3138.154053
	Iteration 11Q: 3 clusters Score -1976049 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1976120.250000 Penalty: 3138.154053
	Iteration 12Q: 3 clusters Score -1976120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1976170.375000 Penalty: 3138.154053
	Iteration 13Q: 3 clusters Score -1976170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1976204.375000 Penalty: 3138.154053
	Iteration 14Q: 3 clusters Score -1976204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1976233.750000 Penalty: 3138.154053
	Iteration 15Q: 3 clusters Score -1976234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1976260.375000 Penalty: 3138.154053
	Iteration 16Q: 3 clusters Score -1976260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1976278.625000 Penalty: 3138.154053
	Iteration 17Q: 3 clusters Score -1976279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1976297.500000 Penalty: 3138.154053
	Iteration 18Q: 3 clusters Score -1976298 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1976306.375000 Penalty: 3138.154053
	Iteration 19Q: 3 clusters Score -1976306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1976324.250000 Penalty: 3138.154053
	Iteration 20F: 3 clusters Score -1976324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1976341.125000 Penalty: 3138.154053
	Iteration 21Q: 3 clusters Score -1976341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1976348.000000 Penalty: 3138.154053
	Iteration 22Q: 3 clusters Score -1976348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1976361.625000 Penalty: 3138.154053
	Iteration 23Q: 3 clusters Score -1976362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1976370.625000 Penalty: 3138.154053
	Iteration 24Q: 3 clusters Score -1976371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1976381.875000 Penalty: 3138.154053
	Iteration 25Q: 3 clusters Score -1976382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1976398.625000 Penalty: 3138.154053
	Iteration 26Q: 3 clusters Score -1976399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1976405.125000 Penalty: 3138.154053
	Iteration 27Q: 3 clusters Score -1976405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1976413.625000 Penalty: 3138.154053
	Iteration 28Q: 3 clusters Score -1976414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1976413.875000 Penalty: 3138.154053
	Iteration 29Q: 3 clusters Score -1976414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1976418.625000 Penalty: 3138.154053
	Iteration 30Q: 3 clusters Score -1976419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1976427.500000 Penalty: 3138.154053
	Iteration 31Q: 3 clusters Score -1976428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1976434.125000 Penalty: 3138.154053
	Iteration 32Q: 3 clusters Score -1976434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1976442.500000 Penalty: 3138.154053
	Iteration 33Q: 3 clusters Score -1976442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1976455.250000 Penalty: 3138.154053
	Iteration 34Q: 3 clusters Score -1976455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1976459.500000 Penalty: 3138.154053
	Iteration 35Q: 3 clusters Score -1976460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1976479.375000 Penalty: 3138.154053
	Iteration 36Q: 3 clusters Score -1976479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1976483.750000 Penalty: 3138.154053
	Iteration 37Q: 3 clusters Score -1976484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1976491.125000 Penalty: 3138.154053
	Iteration 38Q: 3 clusters Score -1976491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1976490.125000 Penalty: 3138.154053
	Iteration 39Q: 3 clusters Score -1976490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1976502.125000 Penalty: 3138.154053
	Iteration 40F: 3 clusters Score -1976502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1976506.125000 Penalty: 3138.154053
	Iteration 41Q: 3 clusters Score -1976506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1976505.375000 Penalty: 3138.154053
	Iteration 42Q: 3 clusters Score -1976505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1976507.625000 Penalty: 3138.154053
	Iteration 43Q: 3 clusters Score -1976508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1976512.500000 Penalty: 3138.154053
	Iteration 44Q: 3 clusters Score -1976512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1976515.750000 Penalty: 3138.154053
	Iteration 45Q: 3 clusters Score -1976516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1976524.375000 Penalty: 3138.154053
	Iteration 46Q: 3 clusters Score -1976524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1976529.250000 Penalty: 3138.154053
	Iteration 47Q: 3 clusters Score -1976529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1976534.000000 Penalty: 3138.154053
	Iteration 48Q: 3 clusters Score -1976534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1976534.250000 Penalty: 3138.154053
	Iteration 49Q: 3 clusters Score -1976534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1976534.875000 Penalty: 3138.154053
	Iteration 50Q: 3 clusters Score -1976535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1976538.750000 Penalty: 3138.154053
	Iteration 51Q: 3 clusters Score -1976539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1976543.250000 Penalty: 3138.154053
	Iteration 52Q: 3 clusters Score -1976543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1976540.250000 Penalty: 3138.154053
	Iteration 53Q: 3 clusters Score -1976540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1976543.375000 Penalty: 3138.154053
	Iteration 54Q: 3 clusters Score -1976543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1976545.750000 Penalty: 3138.154053
	Iteration 55Q: 3 clusters Score -1976546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1976541.125000 Penalty: 3138.154053
	Iteration 56Q: 3 clusters Score -1976541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1976545.375000 Penalty: 3138.154053
	Iteration 57Q: 3 clusters Score -1976545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1976546.375000 Penalty: 3138.154053
	Iteration 58Q: 3 clusters Score -1976546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1976549.750000 Penalty: 3138.154053
	Iteration 59Q: 3 clusters Score -1976550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1976548.750000 Penalty: 3138.154053
	Iteration 60F: 3 clusters Score -1976549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1976550.625000 Penalty: 3138.154053
	Iteration 61Q: 3 clusters Score -1976551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1976554.000000 Penalty: 3138.154053
	Iteration 62Q: 3 clusters Score -1976554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1976555.000000 Penalty: 3138.154053
	Iteration 63Q: 3 clusters Score -1976555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1976558.875000 Penalty: 3138.154053
	Iteration 64Q: 3 clusters Score -1976559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1976560.875000 Penalty: 3138.154053
	Iteration 65Q: 3 clusters Score -1976561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1976563.000000 Penalty: 3138.154053
	Iteration 66Q: 3 clusters Score -1976563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1976563.625000 Penalty: 3138.154053
	Iteration 67Q: 3 clusters Score -1976564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1976570.875000 Penalty: 3138.154053
	Iteration 68Q: 3 clusters Score -1976571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1976568.250000 Penalty: 3138.154053
	Iteration 69Q: 3 clusters Score -1976568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1976570.375000 Penalty: 3138.154053
	Iteration 70Q: 3 clusters Score -1976570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1976570.500000 Penalty: 3138.154053
	Iteration 71Q: 3 clusters Score -1976570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1976574.250000 Penalty: 3138.154053
	Iteration 72Q: 3 clusters Score -1976574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1976575.375000 Penalty: 3138.154053
	Iteration 73Q: 3 clusters Score -1976575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1976575.625000 Penalty: 3138.154053
	Iteration 74Q: 3 clusters Score -1976576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1976578.250000 Penalty: 3138.154053
	Iteration 75Q: 3 clusters Score -1976578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1976578.875000 Penalty: 3138.154053
	Iteration 76Q: 3 clusters Score -1976579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1976577.750000 Penalty: 3138.154053
	Iteration 77Q: 3 clusters Score -1976578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1976582.000000 Penalty: 3138.154053
	Iteration 78Q: 3 clusters Score -1976582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1976580.625000 Penalty: 3138.154053
	Iteration 79Q: 3 clusters Score -1976581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1976581.000000 Penalty: 3138.154053
	Iteration 80F: 3 clusters Score -1976581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1976581.750000 Penalty: 3138.154053
	Iteration 81Q: 3 clusters Score -1976582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1976581.750000 Penalty: 3138.154053
	Iteration 82F: 3 clusters Score -1976582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Entering Unmasked Estep 
Score: -662588.250000 Penalty: 1388.657837
	Iteration 0F: 2 clusters Score -662588.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -658553.812500 Penalty: 2777.315674
	Iteration 0F: 3 clusters Score -658553.8 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -659732.437500 Penalty: 2777.315674
	Iteration 1F: 3 clusters Score -659732.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -659881.687500 Penalty: 2777.315674
	Iteration 2F: 3 clusters Score -659881.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -659960.562500 Penalty: 2777.315674
	Iteration 3Q: 3 clusters Score -659960.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -660010.062500 Penalty: 2777.315674
	Iteration 4Q: 3 clusters Score -660010.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -660041.937500 Penalty: 2777.315674
	Iteration 5Q: 3 clusters Score -660041.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -660066.437500 Penalty: 2777.315674
	Iteration 6Q: 3 clusters Score -660066.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -660089.062500 Penalty: 2777.315674
	Iteration 7Q: 3 clusters Score -660089.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -660108.062500 Penalty: 2777.315674
	Iteration 8Q: 3 clusters Score -660108.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -660125.937500 Penalty: 2777.315674
	Iteration 9Q: 3 clusters Score -660125.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -660139.250000 Penalty: 2777.315674
	Iteration 10Q: 3 clusters Score -660139.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -660151.812500 Penalty: 2777.315674
	Iteration 11Q: 3 clusters Score -660151.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -660162.437500 Penalty: 2777.315674
	Iteration 12Q: 3 clusters Score -660162.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -660169.625000 Penalty: 2777.315674
	Iteration 13Q: 3 clusters Score -660169.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -660177.312500 Penalty: 2777.315674
	Iteration 14Q: 3 clusters Score -660177.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -660182.875000 Penalty: 2777.315674
	Iteration 15Q: 3 clusters Score -660182.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -660188.437500 Penalty: 2777.315674
	Iteration 16Q: 3 clusters Score -660188.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -660196.687500 Penalty: 2777.315674
	Iteration 17Q: 3 clusters Score -660196.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -660207.187500 Penalty: 2777.315674
	Iteration 18Q: 3 clusters Score -660207.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -660216.375000 Penalty: 2777.315674
	Iteration 19Q: 3 clusters Score -660216.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -660226.000000 Penalty: 2777.315674
	Iteration 20F: 3 clusters Score -660226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -660231.687500 Penalty: 2777.315674
	Iteration 21Q: 3 clusters Score -660231.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -660240.250000 Penalty: 2777.315674
	Iteration 22Q: 3 clusters Score -660240.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -660250.562500 Penalty: 2777.315674
	Iteration 23Q: 3 clusters Score -660250.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -660263.562500 Penalty: 2777.315674
	Iteration 24Q: 3 clusters Score -660263.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -660277.687500 Penalty: 2777.315674
	Iteration 25Q: 3 clusters Score -660277.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -660294.750000 Penalty: 2777.315674
	Iteration 26Q: 3 clusters Score -660294.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -660312.750000 Penalty: 2777.315674
	Iteration 27Q: 3 clusters Score -660312.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -660329.937500 Penalty: 2777.315674
	Iteration 28Q: 3 clusters Score -660329.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -660354.750000 Penalty: 2777.315674
	Iteration 29Q: 3 clusters Score -660354.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -660385.625000 Penalty: 2777.315674
	Iteration 30Q: 3 clusters Score -660385.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -660426.375000 Penalty: 2777.315674
	Iteration 31Q: 3 clusters Score -660426.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -660486.375000 Penalty: 2777.315674
	Iteration 32Q: 3 clusters Score -660486.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -660552.750000 Penalty: 2777.315674
	Iteration 33Q: 3 clusters Score -660552.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -660631.625000 Penalty: 2777.315674
	Iteration 34Q: 3 clusters Score -660631.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -660713.812500 Penalty: 2777.315674
	Iteration 35Q: 3 clusters Score -660713.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -660807.750000 Penalty: 2777.315674
	Iteration 36Q: 3 clusters Score -660807.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -660893.437500 Penalty: 2777.315674
	Iteration 37Q: 3 clusters Score -660893.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -660974.250000 Penalty: 2777.315674
	Iteration 38Q: 3 clusters Score -660974.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -661056.062500 Penalty: 2777.315674
	Iteration 39Q: 3 clusters Score -661056.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -661131.937500 Penalty: 2777.315674
	Iteration 40F: 3 clusters Score -661131.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -661184.187500 Penalty: 2777.315674
	Iteration 41Q: 3 clusters Score -661184.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -661228.062500 Penalty: 2777.315674
	Iteration 42Q: 3 clusters Score -661228.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -661268.437500 Penalty: 2777.315674
	Iteration 43Q: 3 clusters Score -661268.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -661299.625000 Penalty: 2777.315674
	Iteration 44Q: 3 clusters Score -661299.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -661324.625000 Penalty: 2777.315674
	Iteration 45Q: 3 clusters Score -661324.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -661352.500000 Penalty: 2777.315674
	Iteration 46Q: 3 clusters Score -661352.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -661368.750000 Penalty: 2777.315674
	Iteration 47Q: 3 clusters Score -661368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -661378.062500 Penalty: 2777.315674
	Iteration 48Q: 3 clusters Score -661378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -661378.062500 Penalty: 2777.315674
	Iteration 49F: 3 clusters Score -661378.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Entering Unmasked Estep 
Score: -1899544.625000 Penalty: 1566.707764
	Iteration 0F: 2 clusters Score -1899545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1888875.875000 Penalty: 3133.415527
	Iteration 0F: 3 clusters Score -1888876 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1892660.250000 Penalty: 3133.415527
	Iteration 1F: 3 clusters Score -1892660 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1892951.875000 Penalty: 3133.415527
	Iteration 2F: 3 clusters Score -1892952 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1893209.625000 Penalty: 3133.415527
	Iteration 3Q: 3 clusters Score -1893210 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1893448.875000 Penalty: 3133.415527
	Iteration 4Q: 3 clusters Score -1893449 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1893694.125000 Penalty: 3133.415527
	Iteration 5Q: 3 clusters Score -1893694 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1894040.000000 Penalty: 3133.415527
	Iteration 6Q: 3 clusters Score -1894040 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1894494.250000 Penalty: 3133.415527
	Iteration 7Q: 3 clusters Score -1894494 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1895084.625000 Penalty: 3133.415527
	Iteration 8F: 3 clusters Score -1895085 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1895767.375000 Penalty: 3133.415527
	Iteration 9F: 3 clusters Score -1895767 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1896398.375000 Penalty: 3133.415527
	Iteration 10F: 3 clusters Score -1896398 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1896766.250000 Penalty: 3133.415527
	Iteration 11Q: 3 clusters Score -1896766 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1897001.000000 Penalty: 3133.415527
	Iteration 12Q: 3 clusters Score -1897001 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1897123.125000 Penalty: 3133.415527
	Iteration 13Q: 3 clusters Score -1897123 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1897208.375000 Penalty: 3133.415527
	Iteration 14Q: 3 clusters Score -1897208 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1897305.750000 Penalty: 3133.415527
	Iteration 15Q: 3 clusters Score -1897306 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1897444.000000 Penalty: 3133.415527
	Iteration 16Q: 3 clusters Score -1897444 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1897615.500000 Penalty: 3133.415527
	Iteration 17Q: 3 clusters Score -1897616 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1897823.875000 Penalty: 3133.415527
	Iteration 18Q: 3 clusters Score -1897824 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1897983.000000 Penalty: 3133.415527
	Iteration 19Q: 3 clusters Score -1897983 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1898091.625000 Penalty: 3133.415527
	Iteration 20F: 3 clusters Score -1898092 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1898163.250000 Penalty: 3133.415527
	Iteration 21Q: 3 clusters Score -1898163 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1898215.875000 Penalty: 3133.415527
	Iteration 22Q: 3 clusters Score -1898216 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1898250.875000 Penalty: 3133.415527
	Iteration 23Q: 3 clusters Score -1898251 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1898283.750000 Penalty: 3133.415527
	Iteration 24Q: 3 clusters Score -1898284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1898295.250000 Penalty: 3133.415527
	Iteration 25Q: 3 clusters Score -1898295 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1898317.250000 Penalty: 3133.415527
	Iteration 26Q: 3 clusters Score -1898317 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1898334.500000 Penalty: 3133.415527
	Iteration 27Q: 3 clusters Score -1898334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1898342.750000 Penalty: 3133.415527
	Iteration 28Q: 3 clusters Score -1898343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1898351.125000 Penalty: 3133.415527
	Iteration 29Q: 3 clusters Score -1898351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1898362.750000 Penalty: 3133.415527
	Iteration 30Q: 3 clusters Score -1898363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1898366.250000 Penalty: 3133.415527
	Iteration 31Q: 3 clusters Score -1898366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1898370.375000 Penalty: 3133.415527
	Iteration 32Q: 3 clusters Score -1898370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1898381.750000 Penalty: 3133.415527
	Iteration 33Q: 3 clusters Score -1898382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1898391.500000 Penalty: 3133.415527
	Iteration 34Q: 3 clusters Score -1898392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1898395.500000 Penalty: 3133.415527
	Iteration 35Q: 3 clusters Score -1898396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1898400.125000 Penalty: 3133.415527
	Iteration 36Q: 3 clusters Score -1898400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1898406.625000 Penalty: 3133.415527
	Iteration 37Q: 3 clusters Score -1898407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1898410.250000 Penalty: 3133.415527
	Iteration 38Q: 3 clusters Score -1898410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1898408.875000 Penalty: 3133.415527
	Iteration 39Q: 3 clusters Score -1898409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1898410.500000 Penalty: 3133.415527
	Iteration 40F: 3 clusters Score -1898410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1898412.375000 Penalty: 3133.415527
	Iteration 41Q: 3 clusters Score -1898412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1898413.625000 Penalty: 3133.415527
	Iteration 42Q: 3 clusters Score -1898414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1898413.875000 Penalty: 3133.415527
	Iteration 43Q: 3 clusters Score -1898414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1898414.250000 Penalty: 3133.415527
	Iteration 44Q: 3 clusters Score -1898414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1898411.375000 Penalty: 3133.415527
	Iteration 45Q: 3 clusters Score -1898411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1898416.750000 Penalty: 3133.415527
	Iteration 46Q: 3 clusters Score -1898417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1898417.125000 Penalty: 3133.415527
	Iteration 47Q: 3 clusters Score -1898417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1898420.875000 Penalty: 3133.415527
	Iteration 48Q: 3 clusters Score -1898421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1898424.375000 Penalty: 3133.415527
	Iteration 49Q: 3 clusters Score -1898424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1898424.250000 Penalty: 3133.415527
	Iteration 50Q: 3 clusters Score -1898424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1898423.625000 Penalty: 3133.415527
	Iteration 51Q: 3 clusters Score -1898424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1898427.250000 Penalty: 3133.415527
	Iteration 52Q: 3 clusters Score -1898427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1898428.375000 Penalty: 3133.415527
	Iteration 53Q: 3 clusters Score -1898428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1898427.250000 Penalty: 3133.415527
	Iteration 54Q: 3 clusters Score -1898427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1898427.625000 Penalty: 3133.415527
	Iteration 55Q: 3 clusters Score -1898428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1898426.500000 Penalty: 3133.415527
	Iteration 56Q: 3 clusters Score -1898426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1898423.500000 Penalty: 3133.415527
	Iteration 57Q: 3 clusters Score -1898424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1898428.375000 Penalty: 3133.415527
	Iteration 58Q: 3 clusters Score -1898428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1898428.500000 Penalty: 3133.415527
	Iteration 59Q: 3 clusters Score -1898428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1898431.750000 Penalty: 3133.415527
	Iteration 60F: 3 clusters Score -1898432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1898433.625000 Penalty: 3133.415527
	Iteration 61Q: 3 clusters Score -1898434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1898432.750000 Penalty: 3133.415527
	Iteration 62Q: 3 clusters Score -1898433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1898431.250000 Penalty: 3133.415527
	Iteration 63Q: 3 clusters Score -1898431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1898431.625000 Penalty: 3133.415527
	Iteration 64Q: 3 clusters Score -1898432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1898434.000000 Penalty: 3133.415527
	Iteration 65Q: 3 clusters Score -1898434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1898432.250000 Penalty: 3133.415527
	Iteration 66Q: 3 clusters Score -1898432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1898435.875000 Penalty: 3133.415527
	Iteration 67Q: 3 clusters Score -1898436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1898440.125000 Penalty: 3133.415527
	Iteration 68Q: 3 clusters Score -1898440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1898441.375000 Penalty: 3133.415527
	Iteration 69Q: 3 clusters Score -1898441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1898440.625000 Penalty: 3133.415527
	Iteration 70Q: 3 clusters Score -1898441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1898444.250000 Penalty: 3133.415527
	Iteration 71Q: 3 clusters Score -1898444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1898443.875000 Penalty: 3133.415527
	Iteration 72Q: 3 clusters Score -1898444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1898442.125000 Penalty: 3133.415527
	Iteration 73Q: 3 clusters Score -1898442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1898443.000000 Penalty: 3133.415527
	Iteration 74Q: 3 clusters Score -1898443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1898446.000000 Penalty: 3133.415527
	Iteration 75Q: 3 clusters Score -1898446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1898445.125000 Penalty: 3133.415527
	Iteration 76Q: 3 clusters Score -1898445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1898445.250000 Penalty: 3133.415527
	Iteration 77Q: 3 clusters Score -1898445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1898448.375000 Penalty: 3133.415527
	Iteration 78Q: 3 clusters Score -1898448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1898453.125000 Penalty: 3133.415527
	Iteration 79Q: 3 clusters Score -1898453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1898451.500000 Penalty: 3133.415527
	Iteration 80F: 3 clusters Score -1898452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1898451.375000 Penalty: 3133.415527
	Iteration 81Q: 3 clusters Score -1898451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1898450.750000 Penalty: 3133.415527
	Iteration 82Q: 3 clusters Score -1898451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1898451.000000 Penalty: 3133.415527
	Iteration 83Q: 3 clusters Score -1898451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1898448.375000 Penalty: 3133.415527
	Iteration 84Q: 3 clusters Score -1898448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1898447.125000 Penalty: 3133.415527
	Iteration 85Q: 3 clusters Score -1898447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1898447.375000 Penalty: 3133.415527
	Iteration 86Q: 3 clusters Score -1898447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1898449.500000 Penalty: 3133.415527
	Iteration 87Q: 3 clusters Score -1898450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1898451.500000 Penalty: 3133.415527
	Iteration 88Q: 3 clusters Score -1898452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1898449.250000 Penalty: 3133.415527
	Iteration 89Q: 3 clusters Score -1898449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1898453.375000 Penalty: 3133.415527
	Iteration 90Q: 3 clusters Score -1898453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1898456.375000 Penalty: 3133.415527
	Iteration 91Q: 3 clusters Score -1898456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1898454.125000 Penalty: 3133.415527
	Iteration 92Q: 3 clusters Score -1898454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1898451.875000 Penalty: 3133.415527
	Iteration 93Q: 3 clusters Score -1898452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1898452.125000 Penalty: 3133.415527
	Iteration 94Q: 3 clusters Score -1898452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1898455.000000 Penalty: 3133.415527
	Iteration 95Q: 3 clusters Score -1898455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1898455.000000 Penalty: 3133.415527
	Iteration 96F: 3 clusters Score -1898455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Entering Unmasked Estep 
Score: -9448036.000000 Penalty: 1824.543457
	Iteration 0F: 2 clusters Score -9448036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -9399373.000000 Penalty: 3649.086914
	Iteration 0F: 3 clusters Score -9399373 nChanged 35850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -9419702.000000 Penalty: 3649.086914
	Iteration 1F: 3 clusters Score -9419702 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -9420468.000000 Penalty: 3649.086914
	Iteration 2Q: 3 clusters Score -9420468 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -9421646.000000 Penalty: 3649.086914
	Iteration 3Q: 3 clusters Score -9421646 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -9423632.000000 Penalty: 3649.086914
	Iteration 4F: 3 clusters Score -9423632 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -9427250.000000 Penalty: 3649.086914
	Iteration 5F: 3 clusters Score -9427250 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -9432924.000000 Penalty: 3649.086914
	Iteration 6F: 3 clusters Score -9432924 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -9439522.000000 Penalty: 3649.086914
	Iteration 7F: 3 clusters Score -9439522 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -9444159.000000 Penalty: 3649.086914
	Iteration 8F: 3 clusters Score -9444159 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9445868.000000 Penalty: 3649.086914
	Iteration 9Q: 3 clusters Score -9445868 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9446222.000000 Penalty: 3649.086914
	Iteration 10Q: 3 clusters Score -9446222 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9446372.000000 Penalty: 3649.086914
	Iteration 11Q: 3 clusters Score -9446372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9446430.000000 Penalty: 3649.086914
	Iteration 12Q: 3 clusters Score -9446430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9446455.000000 Penalty: 3649.086914
	Iteration 13Q: 3 clusters Score -9446455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9446469.000000 Penalty: 3649.086914
	Iteration 14Q: 3 clusters Score -9446469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9446483.000000 Penalty: 3649.086914
	Iteration 15Q: 3 clusters Score -9446483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9446488.000000 Penalty: 3649.086914
	Iteration 16Q: 3 clusters Score -9446488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9446488.000000 Penalty: 3649.086914
	Iteration 17Q: 3 clusters Score -9446488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9446489.000000 Penalty: 3649.086914
	Iteration 18Q: 3 clusters Score -9446489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9446489.000000 Penalty: 3649.086914
	Iteration 19Q: 3 clusters Score -9446489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9446489.000000 Penalty: 3649.086914
	Iteration 20F: 3 clusters Score -9446489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -715402.625000 Penalty: 1402.140259
	Iteration 0F: 2 clusters Score -715402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -711028.375000 Penalty: 2804.280518
	Iteration 0F: 3 clusters Score -711028.4 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -712330.687500 Penalty: 2804.280518
	Iteration 1F: 3 clusters Score -712330.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -712495.312500 Penalty: 2804.280518
	Iteration 2F: 3 clusters Score -712495.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -712615.000000 Penalty: 2804.280518
	Iteration 3Q: 3 clusters Score -712615 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -712700.187500 Penalty: 2804.280518
	Iteration 4Q: 3 clusters Score -712700.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -712772.250000 Penalty: 2804.280518
	Iteration 5Q: 3 clusters Score -712772.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -712855.937500 Penalty: 2804.280518
	Iteration 6Q: 3 clusters Score -712855.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -712964.437500 Penalty: 2804.280518
	Iteration 7Q: 3 clusters Score -712964.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -713111.312500 Penalty: 2804.280518
	Iteration 8Q: 3 clusters Score -713111.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -713335.750000 Penalty: 2804.280518
	Iteration 9Q: 3 clusters Score -713335.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -713626.500000 Penalty: 2804.280518
	Iteration 10Q: 3 clusters Score -713626.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -713992.312500 Penalty: 2804.280518
	Iteration 11F: 3 clusters Score -713992.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -714307.562500 Penalty: 2804.280518
	Iteration 12F: 3 clusters Score -714307.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -714548.500000 Penalty: 2804.280518
	Iteration 13Q: 3 clusters Score -714548.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -714689.687500 Penalty: 2804.280518
	Iteration 14Q: 3 clusters Score -714689.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -714778.812500 Penalty: 2804.280518
	Iteration 15Q: 3 clusters Score -714778.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -714825.812500 Penalty: 2804.280518
	Iteration 16Q: 3 clusters Score -714825.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -714867.687500 Penalty: 2804.280518
	Iteration 17Q: 3 clusters Score -714867.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -714898.000000 Penalty: 2804.280518
	Iteration 18Q: 3 clusters Score -714898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -714916.812500 Penalty: 2804.280518
	Iteration 19Q: 3 clusters Score -714916.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -714936.875000 Penalty: 2804.280518
	Iteration 20F: 3 clusters Score -714936.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -714951.812500 Penalty: 2804.280518
	Iteration 21Q: 3 clusters Score -714951.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -714963.937500 Penalty: 2804.280518
	Iteration 22Q: 3 clusters Score -714963.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -714973.062500 Penalty: 2804.280518
	Iteration 23Q: 3 clusters Score -714973.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -714982.250000 Penalty: 2804.280518
	Iteration 24Q: 3 clusters Score -714982.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -714992.562500 Penalty: 2804.280518
	Iteration 25Q: 3 clusters Score -714992.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -715000.437500 Penalty: 2804.280518
	Iteration 26Q: 3 clusters Score -715000.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -715006.125000 Penalty: 2804.280518
	Iteration 27Q: 3 clusters Score -715006.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -715009.687500 Penalty: 2804.280518
	Iteration 28Q: 3 clusters Score -715009.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -715016.687500 Penalty: 2804.280518
	Iteration 29Q: 3 clusters Score -715016.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -715019.250000 Penalty: 2804.280518
	Iteration 30Q: 3 clusters Score -715019.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -715022.125000 Penalty: 2804.280518
	Iteration 31Q: 3 clusters Score -715022.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -715023.875000 Penalty: 2804.280518
	Iteration 32Q: 3 clusters Score -715023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -715025.750000 Penalty: 2804.280518
	Iteration 33Q: 3 clusters Score -715025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -715026.875000 Penalty: 2804.280518
	Iteration 34Q: 3 clusters Score -715026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -715030.812500 Penalty: 2804.280518
	Iteration 35Q: 3 clusters Score -715030.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -715032.625000 Penalty: 2804.280518
	Iteration 36Q: 3 clusters Score -715032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -715035.062500 Penalty: 2804.280518
	Iteration 37Q: 3 clusters Score -715035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -715039.250000 Penalty: 2804.280518
	Iteration 38Q: 3 clusters Score -715039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -715038.062500 Penalty: 2804.280518
	Iteration 39Q: 3 clusters Score -715038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -715038.437500 Penalty: 2804.280518
	Iteration 40F: 3 clusters Score -715038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -715038.375000 Penalty: 2804.280518
	Iteration 41Q: 3 clusters Score -715038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -715039.062500 Penalty: 2804.280518
	Iteration 42Q: 3 clusters Score -715039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -715038.500000 Penalty: 2804.280518
	Iteration 43Q: 3 clusters Score -715038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -715038.500000 Penalty: 2804.280518
	Iteration 44F: 3 clusters Score -715038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Entering Unmasked Estep 
Score: -4613623.000000 Penalty: 1706.439941
	Iteration 0F: 2 clusters Score -4613623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4589143.000000 Penalty: 3412.879883
	Iteration 0F: 3 clusters Score -4589143 nChanged 16959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4598359.000000 Penalty: 3412.879883
	Iteration 1F: 3 clusters Score -4598359 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -4598879.500000 Penalty: 3412.879883
	Iteration 2Q: 3 clusters Score -4598880 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -4599540.500000 Penalty: 3412.879883
	Iteration 3Q: 3 clusters Score -4599540 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4600498.000000 Penalty: 3412.879883
	Iteration 4F: 3 clusters Score -4600498 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4601936.500000 Penalty: 3412.879883
	Iteration 5F: 3 clusters Score -4601936 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -4604115.500000 Penalty: 3412.879883
	Iteration 6F: 3 clusters Score -4604116 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4606702.000000 Penalty: 3412.879883
	Iteration 7F: 3 clusters Score -4606702 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4609075.500000 Penalty: 3412.879883
	Iteration 8F: 3 clusters Score -4609076 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4610647.000000 Penalty: 3412.879883
	Iteration 9Q: 3 clusters Score -4610647 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4611495.500000 Penalty: 3412.879883
	Iteration 10Q: 3 clusters Score -4611496 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4611831.000000 Penalty: 3412.879883
	Iteration 11Q: 3 clusters Score -4611831 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4612020.500000 Penalty: 3412.879883
	Iteration 12Q: 3 clusters Score -4612020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4612112.500000 Penalty: 3412.879883
	Iteration 13Q: 3 clusters Score -4612112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4612145.500000 Penalty: 3412.879883
	Iteration 14Q: 3 clusters Score -4612146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4612173.000000 Penalty: 3412.879883
	Iteration 15Q: 3 clusters Score -4612173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4612176.000000 Penalty: 3412.879883
	Iteration 16Q: 3 clusters Score -4612176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4612189.500000 Penalty: 3412.879883
	Iteration 17Q: 3 clusters Score -4612190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4612191.500000 Penalty: 3412.879883
	Iteration 18Q: 3 clusters Score -4612192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4612195.000000 Penalty: 3412.879883
	Iteration 19Q: 3 clusters Score -4612195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4612195.500000 Penalty: 3412.879883
	Iteration 20F: 3 clusters Score -4612196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -15348.730469 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -15348.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14752.326172 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -14752.33 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15018.774414 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -15018.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15127.691406 Penalty: 1710.374268
	Iteration 2F: 3 clusters Score -15127.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15184.860352 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -15184.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15217.926758 Penalty: 1710.374268
	Iteration 4Q: 3 clusters Score -15217.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15267.710938 Penalty: 1710.374268
	Iteration 5Q: 3 clusters Score -15267.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15297.371094 Penalty: 1710.374268
	Iteration 6Q: 3 clusters Score -15297.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15328.685547 Penalty: 1710.374268
	Iteration 7Q: 3 clusters Score -15328.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15328.685547 Penalty: 1710.374268
	Iteration 8F: 3 clusters Score -15328.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 9510 members 
Mstep: Class 3 contains 68999 members 
Mstep: Class 4 contains 37914 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6254 members 
Mstep: Class 7 contains 3431 members 
Mstep: Class 8 contains 46691 members 
Mstep: Class 9 contains 58920 members 
Mstep: Class 10 contains 57702 members 
Mstep: Class 11 contains 15613 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 15387 members 
Mstep: Class 15 contains 75204 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36358 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808484.000000 Penalty: 36390.246094
Iteration 319Q: 18 clusters Score -6.580848e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 68999 members 
Mstep: Class 4 contains 37912 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6255 members 
Mstep: Class 7 contains 3431 members 
Mstep: Class 8 contains 46690 members 
Mstep: Class 9 contains 58921 members 
Mstep: Class 10 contains 57707 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 15379 members 
Mstep: Class 15 contains 75211 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36354 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808496.000000 Penalty: 36390.246094
Iteration 320F: 18 clusters Score -6.58085e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 9500 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 37911 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6256 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 46691 members 
Mstep: Class 9 contains 58925 members 
Mstep: Class 10 contains 57711 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 15373 members 
Mstep: Class 15 contains 75209 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36353 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808504.000000 Penalty: 36390.246094
Iteration 321Q: 18 clusters Score -6.58085e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 9496 members 
Mstep: Class 3 contains 69004 members 
Mstep: Class 4 contains 37912 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6258 members 
Mstep: Class 7 contains 3429 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 9 contains 58928 members 
Mstep: Class 10 contains 57714 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 5154 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 15 contains 75212 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36350 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808540.000000 Penalty: 36390.246094
Iteration 322Q: 18 clusters Score -6.580854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 9489 members 
Mstep: Class 3 contains 69005 members 
Mstep: Class 4 contains 37914 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6259 members 
Mstep: Class 7 contains 3429 members 
Mstep: Class 8 contains 46688 members 
Mstep: Class 9 contains 58930 members 
Mstep: Class 10 contains 57718 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 5154 members 
Mstep: Class 13 contains 15362 members 
Mstep: Class 15 contains 75210 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 21 contains 36349 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808568.000000 Penalty: 36390.246094
Iteration 323Q: 18 clusters Score -6.580857e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 9483 members 
Mstep: Class 3 contains 69004 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6262 members 
Mstep: Class 7 contains 3427 members 
Mstep: Class 8 contains 46687 members 
Mstep: Class 9 contains 58927 members 
Mstep: Class 10 contains 57723 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 15355 members 
Mstep: Class 15 contains 75216 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 21 contains 36351 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808604.000000 Penalty: 36390.246094
Iteration 324Q: 18 clusters Score -6.58086e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 69004 members 
Mstep: Class 4 contains 37919 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6258 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 8 contains 46688 members 
Mstep: Class 9 contains 58927 members 
Mstep: Class 10 contains 57728 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 15356 members 
Mstep: Class 15 contains 75219 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 21 contains 36350 members 
Mstep: Class 24 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808560.000000 Penalty: 36390.246094
Iteration 325Q: 18 clusters Score -6.580856e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 9457 members 
Mstep: Class 3 contains 69003 members 
Mstep: Class 4 contains 37922 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6255 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 8 contains 46686 members 
Mstep: Class 9 contains 58925 members 
Mstep: Class 10 contains 57739 members 
Mstep: Class 11 contains 15615 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 15350 members 
Mstep: Class 15 contains 75225 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36347 members 
Mstep: Class 24 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808528.000000 Penalty: 36390.246094
Iteration 326Q: 18 clusters Score -6.580853e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 9450 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 37923 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6243 members 
Mstep: Class 7 contains 3418 members 
Mstep: Class 8 contains 46682 members 
Mstep: Class 9 contains 58930 members 
Mstep: Class 10 contains 57754 members 
Mstep: Class 11 contains 15616 members 
Mstep: Class 12 contains 5169 members 
Mstep: Class 13 contains 15351 members 
Mstep: Class 15 contains 75234 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36347 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808624.000000 Penalty: 36390.246094
Iteration 327Q: 18 clusters Score -6.580862e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 9443 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 37923 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6236 members 
Mstep: Class 7 contains 3413 members 
Mstep: Class 8 contains 46680 members 
Mstep: Class 9 contains 58932 members 
Mstep: Class 10 contains 57768 members 
Mstep: Class 11 contains 15620 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 15348 members 
Mstep: Class 15 contains 75231 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36347 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808584.000000 Penalty: 36390.246094
Iteration 328Q: 18 clusters Score -6.580858e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 37925 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 8 contains 46678 members 
Mstep: Class 9 contains 58936 members 
Mstep: Class 10 contains 57775 members 
Mstep: Class 11 contains 15623 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 15340 members 
Mstep: Class 15 contains 75236 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36345 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808596.000000 Penalty: 36390.246094
Iteration 329Q: 18 clusters Score -6.58086e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 9433 members 
Mstep: Class 3 contains 69005 members 
Mstep: Class 4 contains 37925 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 3409 members 
Mstep: Class 8 contains 46679 members 
Mstep: Class 9 contains 58932 members 
Mstep: Class 10 contains 57783 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 15329 members 
Mstep: Class 15 contains 75232 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 21 contains 36343 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808692.000000 Penalty: 36390.246094
Iteration 330Q: 18 clusters Score -6.580869e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 9427 members 
Mstep: Class 3 contains 69005 members 
Mstep: Class 4 contains 37927 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6228 members 
Mstep: Class 7 contains 3407 members 
Mstep: Class 8 contains 46681 members 
Mstep: Class 9 contains 58929 members 
Mstep: Class 10 contains 57795 members 
Mstep: Class 11 contains 15634 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 15324 members 
Mstep: Class 15 contains 75227 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 21 contains 36341 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808748.000000 Penalty: 36390.246094
Iteration 331Q: 18 clusters Score -6.580875e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 9424 members 
Mstep: Class 3 contains 69007 members 
Mstep: Class 4 contains 37929 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6221 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 46683 members 
Mstep: Class 9 contains 58926 members 
Mstep: Class 10 contains 57804 members 
Mstep: Class 11 contains 15641 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 15319 members 
Mstep: Class 15 contains 75232 members 
Mstep: Class 18 contains 5587 members 
Mstep: Class 21 contains 36338 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808740.000000 Penalty: 36390.246094
Iteration 332Q: 18 clusters Score -6.580874e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 9421 members 
Mstep: Class 3 contains 69005 members 
Mstep: Class 4 contains 37926 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 46691 members 
Mstep: Class 9 contains 58930 members 
Mstep: Class 10 contains 57811 members 
Mstep: Class 11 contains 15641 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 15314 members 
Mstep: Class 15 contains 75238 members 
Mstep: Class 18 contains 5584 members 
Mstep: Class 21 contains 36338 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808760.000000 Penalty: 36390.246094
Iteration 333Q: 18 clusters Score -6.580876e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 9419 members 
Mstep: Class 3 contains 69003 members 
Mstep: Class 4 contains 37928 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6207 members 
Mstep: Class 7 contains 3394 members 
Mstep: Class 8 contains 46699 members 
Mstep: Class 9 contains 58933 members 
Mstep: Class 10 contains 57820 members 
Mstep: Class 11 contains 15640 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 15309 members 
Mstep: Class 15 contains 75240 members 
Mstep: Class 18 contains 5582 members 
Mstep: Class 21 contains 36337 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808756.000000 Penalty: 36390.246094
Iteration 334Q: 18 clusters Score -6.580876e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 9415 members 
Mstep: Class 3 contains 68996 members 
Mstep: Class 4 contains 37928 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 8 contains 46700 members 
Mstep: Class 9 contains 58937 members 
Mstep: Class 10 contains 57826 members 
Mstep: Class 11 contains 15652 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 15303 members 
Mstep: Class 15 contains 75243 members 
Mstep: Class 18 contains 5581 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808732.000000 Penalty: 36390.246094
Iteration 335Q: 18 clusters Score -6.580873e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 9412 members 
Mstep: Class 3 contains 68992 members 
Mstep: Class 4 contains 37936 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6190 members 
Mstep: Class 7 contains 3390 members 
Mstep: Class 8 contains 46702 members 
Mstep: Class 9 contains 58940 members 
Mstep: Class 10 contains 57832 members 
Mstep: Class 11 contains 15659 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 15300 members 
Mstep: Class 15 contains 75244 members 
Mstep: Class 18 contains 5580 members 
Mstep: Class 21 contains 36334 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808740.000000 Penalty: 36390.246094
Iteration 336Q: 18 clusters Score -6.580874e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 9410 members 
Mstep: Class 3 contains 68988 members 
Mstep: Class 4 contains 37936 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 7 contains 3388 members 
Mstep: Class 8 contains 46708 members 
Mstep: Class 9 contains 58942 members 
Mstep: Class 10 contains 57842 members 
Mstep: Class 11 contains 15664 members 
Mstep: Class 12 contains 5218 members 
Mstep: Class 13 contains 15292 members 
Mstep: Class 15 contains 75252 members 
Mstep: Class 18 contains 5580 members 
Mstep: Class 21 contains 36331 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808656.000000 Penalty: 36390.246094
Iteration 337Q: 18 clusters Score -6.580866e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 68987 members 
Mstep: Class 4 contains 37935 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 6173 members 
Mstep: Class 7 contains 3389 members 
Mstep: Class 8 contains 46709 members 
Mstep: Class 9 contains 58943 members 
Mstep: Class 10 contains 57850 members 
Mstep: Class 11 contains 15670 members 
Mstep: Class 12 contains 5219 members 
Mstep: Class 13 contains 15285 members 
Mstep: Class 15 contains 75254 members 
Mstep: Class 18 contains 5580 members 
Mstep: Class 21 contains 36329 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808664.000000 Penalty: 36390.246094
Iteration 338Q: 18 clusters Score -6.580866e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 9402 members 
Mstep: Class 3 contains 68987 members 
Mstep: Class 4 contains 37936 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 6165 members 
Mstep: Class 7 contains 3388 members 
Mstep: Class 8 contains 46711 members 
Mstep: Class 9 contains 58943 members 
Mstep: Class 10 contains 57864 members 
Mstep: Class 11 contains 15680 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 15282 members 
Mstep: Class 15 contains 75251 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 21 contains 36324 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808692.000000 Penalty: 36390.246094
Iteration 339Q: 18 clusters Score -6.580869e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 9397 members 
Mstep: Class 3 contains 68987 members 
Mstep: Class 4 contains 37934 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6155 members 
Mstep: Class 7 contains 3387 members 
Mstep: Class 8 contains 46713 members 
Mstep: Class 9 contains 58945 members 
Mstep: Class 10 contains 57874 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 15282 members 
Mstep: Class 15 contains 75250 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 21 contains 36325 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808692.000000 Penalty: 36390.246094
Iteration 340F: 18 clusters Score -6.580869e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 68990 members 
Mstep: Class 4 contains 37932 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6147 members 
Mstep: Class 7 contains 3386 members 
Mstep: Class 8 contains 46713 members 
Mstep: Class 9 contains 58943 members 
Mstep: Class 10 contains 57883 members 
Mstep: Class 11 contains 15693 members 
Mstep: Class 12 contains 5219 members 
Mstep: Class 13 contains 15281 members 
Mstep: Class 15 contains 75245 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 21 contains 36325 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808656.000000 Penalty: 36390.246094
Iteration 341Q: 18 clusters Score -6.580866e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 9392 members 
Mstep: Class 3 contains 68988 members 
Mstep: Class 4 contains 37934 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6143 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 8 contains 46712 members 
Mstep: Class 9 contains 58941 members 
Mstep: Class 10 contains 57887 members 
Mstep: Class 11 contains 15699 members 
Mstep: Class 12 contains 5221 members 
Mstep: Class 13 contains 15280 members 
Mstep: Class 15 contains 75244 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 21 contains 36326 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808700.000000 Penalty: 36390.246094
Iteration 342Q: 18 clusters Score -6.58087e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 9387 members 
Mstep: Class 3 contains 68988 members 
Mstep: Class 4 contains 37933 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6135 members 
Mstep: Class 7 contains 3379 members 
Mstep: Class 8 contains 46713 members 
Mstep: Class 9 contains 58937 members 
Mstep: Class 10 contains 57897 members 
Mstep: Class 11 contains 15705 members 
Mstep: Class 12 contains 5223 members 
Mstep: Class 13 contains 15283 members 
Mstep: Class 15 contains 75241 members 
Mstep: Class 18 contains 5578 members 
Mstep: Class 21 contains 36326 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808680.000000 Penalty: 36390.246094
Iteration 343Q: 18 clusters Score -6.580868e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 9378 members 
Mstep: Class 3 contains 68986 members 
Mstep: Class 4 contains 37932 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 3375 members 
Mstep: Class 8 contains 46714 members 
Mstep: Class 9 contains 58937 members 
Mstep: Class 10 contains 57908 members 
Mstep: Class 11 contains 15708 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 15282 members 
Mstep: Class 15 contains 75242 members 
Mstep: Class 18 contains 5578 members 
Mstep: Class 21 contains 36326 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808688.000000 Penalty: 36390.246094
Iteration 344Q: 18 clusters Score -6.580869e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 9373 members 
Mstep: Class 3 contains 68985 members 
Mstep: Class 4 contains 37929 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6119 members 
Mstep: Class 7 contains 3374 members 
Mstep: Class 8 contains 46715 members 
Mstep: Class 9 contains 58933 members 
Mstep: Class 10 contains 57919 members 
Mstep: Class 11 contains 15712 members 
Mstep: Class 12 contains 5229 members 
Mstep: Class 13 contains 15281 members 
Mstep: Class 15 contains 75248 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 21 contains 36325 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808644.000000 Penalty: 36390.246094
Iteration 345Q: 18 clusters Score -6.580864e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 9369 members 
Mstep: Class 3 contains 68986 members 
Mstep: Class 4 contains 37927 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6117 members 
Mstep: Class 7 contains 3374 members 
Mstep: Class 8 contains 46717 members 
Mstep: Class 9 contains 58929 members 
Mstep: Class 10 contains 57931 members 
Mstep: Class 11 contains 15717 members 
Mstep: Class 12 contains 5235 members 
Mstep: Class 13 contains 15281 members 
Mstep: Class 15 contains 75238 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36324 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808664.000000 Penalty: 36390.246094
Iteration 346Q: 18 clusters Score -6.580866e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 9358 members 
Mstep: Class 3 contains 68992 members 
Mstep: Class 4 contains 37925 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 6114 members 
Mstep: Class 7 contains 3373 members 
Mstep: Class 8 contains 46720 members 
Mstep: Class 9 contains 58929 members 
Mstep: Class 10 contains 57945 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 5238 members 
Mstep: Class 13 contains 15281 members 
Mstep: Class 15 contains 75227 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36322 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808728.000000 Penalty: 36390.246094
Iteration 347Q: 18 clusters Score -6.580873e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 9351 members 
Mstep: Class 3 contains 68991 members 
Mstep: Class 4 contains 37925 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 6113 members 
Mstep: Class 7 contains 3373 members 
Mstep: Class 8 contains 46722 members 
Mstep: Class 9 contains 58927 members 
Mstep: Class 10 contains 57955 members 
Mstep: Class 11 contains 15723 members 
Mstep: Class 12 contains 5242 members 
Mstep: Class 13 contains 15280 members 
Mstep: Class 15 contains 75223 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36322 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808680.000000 Penalty: 36390.246094
Iteration 348Q: 18 clusters Score -6.580868e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 9349 members 
Mstep: Class 3 contains 68991 members 
Mstep: Class 4 contains 37919 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 3371 members 
Mstep: Class 8 contains 46723 members 
Mstep: Class 9 contains 58919 members 
Mstep: Class 10 contains 57970 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 5245 members 
Mstep: Class 13 contains 15282 members 
Mstep: Class 15 contains 75215 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36322 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808648.000000 Penalty: 36390.246094
Iteration 349Q: 18 clusters Score -6.580865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 9349 members 
Mstep: Class 3 contains 68988 members 
Mstep: Class 4 contains 37917 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6108 members 
Mstep: Class 7 contains 3369 members 
Mstep: Class 8 contains 46727 members 
Mstep: Class 9 contains 58912 members 
Mstep: Class 10 contains 57983 members 
Mstep: Class 11 contains 15738 members 
Mstep: Class 12 contains 5247 members 
Mstep: Class 13 contains 15284 members 
Mstep: Class 15 contains 75211 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36319 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808656.000000 Penalty: 36390.246094
Iteration 350Q: 18 clusters Score -6.580866e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 9349 members 
Mstep: Class 3 contains 68991 members 
Mstep: Class 4 contains 37914 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6107 members 
Mstep: Class 7 contains 3368 members 
Mstep: Class 8 contains 46731 members 
Mstep: Class 9 contains 58913 members 
Mstep: Class 10 contains 57988 members 
Mstep: Class 11 contains 15748 members 
Mstep: Class 12 contains 5246 members 
Mstep: Class 13 contains 15284 members 
Mstep: Class 15 contains 75200 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 21 contains 36316 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808644.000000 Penalty: 36390.246094
Iteration 351Q: 18 clusters Score -6.580864e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 9349 members 
Mstep: Class 3 contains 68993 members 
Mstep: Class 4 contains 37913 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6104 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 46731 members 
Mstep: Class 9 contains 58914 members 
Mstep: Class 10 contains 57991 members 
Mstep: Class 11 contains 15749 members 
Mstep: Class 12 contains 5247 members 
Mstep: Class 13 contains 15283 members 
Mstep: Class 15 contains 75202 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36316 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808704.000000 Penalty: 36390.246094
Iteration 352Q: 18 clusters Score -6.58087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 9349 members 
Mstep: Class 3 contains 68992 members 
Mstep: Class 4 contains 37908 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6104 members 
Mstep: Class 7 contains 3366 members 
Mstep: Class 8 contains 46732 members 
Mstep: Class 9 contains 58913 members 
Mstep: Class 10 contains 57994 members 
Mstep: Class 11 contains 15754 members 
Mstep: Class 12 contains 5249 members 
Mstep: Class 13 contains 15283 members 
Mstep: Class 15 contains 75200 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36317 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808692.000000 Penalty: 36390.246094
Iteration 353Q: 18 clusters Score -6.580869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68990 members 
Mstep: Class 4 contains 37906 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6102 members 
Mstep: Class 7 contains 3365 members 
Mstep: Class 8 contains 46734 members 
Mstep: Class 9 contains 58912 members 
Mstep: Class 10 contains 57995 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 15284 members 
Mstep: Class 15 contains 75200 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36318 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808692.000000 Penalty: 36390.246094
Iteration 354Q: 18 clusters Score -6.580869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68992 members 
Mstep: Class 4 contains 37904 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6102 members 
Mstep: Class 7 contains 3363 members 
Mstep: Class 8 contains 46735 members 
Mstep: Class 9 contains 58912 members 
Mstep: Class 10 contains 57996 members 
Mstep: Class 11 contains 15757 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 15286 members 
Mstep: Class 15 contains 75201 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36319 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808760.000000 Penalty: 36390.246094
Iteration 355Q: 18 clusters Score -6.580876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 9351 members 
Mstep: Class 3 contains 68991 members 
Mstep: Class 4 contains 37902 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 3360 members 
Mstep: Class 8 contains 46736 members 
Mstep: Class 9 contains 58912 members 
Mstep: Class 10 contains 57996 members 
Mstep: Class 11 contains 15759 members 
Mstep: Class 12 contains 5259 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75201 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36319 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808784.000000 Penalty: 36390.246094
Iteration 356Q: 18 clusters Score -6.580878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68988 members 
Mstep: Class 4 contains 37900 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46738 members 
Mstep: Class 9 contains 58913 members 
Mstep: Class 10 contains 57996 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 5259 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75203 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36319 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808760.000000 Penalty: 36390.246094
Iteration 357Q: 18 clusters Score -6.580876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68983 members 
Mstep: Class 4 contains 37899 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46743 members 
Mstep: Class 9 contains 58913 members 
Mstep: Class 10 contains 57997 members 
Mstep: Class 11 contains 15763 members 
Mstep: Class 12 contains 5259 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75204 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36319 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808720.000000 Penalty: 36390.246094
Iteration 358Q: 18 clusters Score -6.580872e+07 nChanged 9
Entering ConstructFrom: 
Score: -65808720.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (82231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Entering Unmasked Estep 
Score: -10530889.000000 Penalty: 1839.059204
	Iteration 0F: 2 clusters Score -1.053089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -10480609.000000 Penalty: 3678.118408
	Iteration 0F: 3 clusters Score -1.048061e+07 nChanged 39411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -10503331.000000 Penalty: 3678.118408
	Iteration 1F: 3 clusters Score -1.050333e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -10503892.000000 Penalty: 3678.118408
	Iteration 2Q: 3 clusters Score -1.050389e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -10504570.000000 Penalty: 3678.118408
	Iteration 3Q: 3 clusters Score -1.050457e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -10505604.000000 Penalty: 3678.118408
	Iteration 4Q: 3 clusters Score -1.05056e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -10507267.000000 Penalty: 3678.118408
	Iteration 5F: 3 clusters Score -1.050727e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -10510099.000000 Penalty: 3678.118408
	Iteration 6F: 3 clusters Score -1.05101e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -10514557.000000 Penalty: 3678.118408
	Iteration 7F: 3 clusters Score -1.051456e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -10520938.000000 Penalty: 3678.118408
	Iteration 8F: 3 clusters Score -1.052094e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -10526183.000000 Penalty: 3678.118408
	Iteration 9F: 3 clusters Score -1.052618e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10528240.000000 Penalty: 3678.118408
	Iteration 10Q: 3 clusters Score -1.052824e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10528962.000000 Penalty: 3678.118408
	Iteration 11Q: 3 clusters Score -1.052896e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10529156.000000 Penalty: 3678.118408
	Iteration 12Q: 3 clusters Score -1.052916e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10529246.000000 Penalty: 3678.118408
	Iteration 13Q: 3 clusters Score -1.052925e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10529287.000000 Penalty: 3678.118408
	Iteration 14Q: 3 clusters Score -1.052929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10529316.000000 Penalty: 3678.118408
	Iteration 15Q: 3 clusters Score -1.052932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10529333.000000 Penalty: 3678.118408
	Iteration 16Q: 3 clusters Score -1.052933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10529347.000000 Penalty: 3678.118408
	Iteration 17Q: 3 clusters Score -1.052935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10529355.000000 Penalty: 3678.118408
	Iteration 18Q: 3 clusters Score -1.052936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10529354.000000 Penalty: 3678.118408
	Iteration 19Q: 3 clusters Score -1.052935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10529362.000000 Penalty: 3678.118408
	Iteration 20F: 3 clusters Score -1.052936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10529361.000000 Penalty: 3678.118408
	Iteration 21Q: 3 clusters Score -1.052936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10529359.000000 Penalty: 3678.118408
	Iteration 22Q: 3 clusters Score -1.052936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10529359.000000 Penalty: 3678.118408
	Iteration 23F: 3 clusters Score -1.052936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Entering Unmasked Estep 
Score: -1201975.875000 Penalty: 1485.758789
	Iteration 0F: 2 clusters Score -1201976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1195213.500000 Penalty: 2971.517578
	Iteration 0F: 3 clusters Score -1195214 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1197444.750000 Penalty: 2971.517578
	Iteration 1F: 3 clusters Score -1197445 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1197821.875000 Penalty: 2971.517578
	Iteration 2F: 3 clusters Score -1197822 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1198242.000000 Penalty: 2971.517578
	Iteration 3F: 3 clusters Score -1198242 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1198702.375000 Penalty: 2971.517578
	Iteration 4F: 3 clusters Score -1198702 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1199201.375000 Penalty: 2971.517578
	Iteration 5F: 3 clusters Score -1199201 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1199715.625000 Penalty: 2971.517578
	Iteration 6F: 3 clusters Score -1199716 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1200109.875000 Penalty: 2971.517578
	Iteration 7Q: 3 clusters Score -1200110 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1200352.500000 Penalty: 2971.517578
	Iteration 8Q: 3 clusters Score -1200352 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1200485.750000 Penalty: 2971.517578
	Iteration 9Q: 3 clusters Score -1200486 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1200556.750000 Penalty: 2971.517578
	Iteration 10Q: 3 clusters Score -1200557 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1200597.500000 Penalty: 2971.517578
	Iteration 11Q: 3 clusters Score -1200598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1200619.375000 Penalty: 2971.517578
	Iteration 12Q: 3 clusters Score -1200619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1200644.375000 Penalty: 2971.517578
	Iteration 13Q: 3 clusters Score -1200644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1200659.500000 Penalty: 2971.517578
	Iteration 14Q: 3 clusters Score -1200660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1200666.125000 Penalty: 2971.517578
	Iteration 15Q: 3 clusters Score -1200666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1200675.125000 Penalty: 2971.517578
	Iteration 16Q: 3 clusters Score -1200675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1200685.625000 Penalty: 2971.517578
	Iteration 17Q: 3 clusters Score -1200686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1200692.750000 Penalty: 2971.517578
	Iteration 18Q: 3 clusters Score -1200693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1200701.375000 Penalty: 2971.517578
	Iteration 19Q: 3 clusters Score -1200701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1200703.625000 Penalty: 2971.517578
	Iteration 20F: 3 clusters Score -1200704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1200709.000000 Penalty: 2971.517578
	Iteration 21Q: 3 clusters Score -1200709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1200713.750000 Penalty: 2971.517578
	Iteration 22Q: 3 clusters Score -1200714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1200718.750000 Penalty: 2971.517578
	Iteration 23Q: 3 clusters Score -1200719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1200722.125000 Penalty: 2971.517578
	Iteration 24Q: 3 clusters Score -1200722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1200725.125000 Penalty: 2971.517578
	Iteration 25Q: 3 clusters Score -1200725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1200726.375000 Penalty: 2971.517578
	Iteration 26Q: 3 clusters Score -1200726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1200728.000000 Penalty: 2971.517578
	Iteration 27Q: 3 clusters Score -1200728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1200733.000000 Penalty: 2971.517578
	Iteration 28Q: 3 clusters Score -1200733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1200731.125000 Penalty: 2971.517578
	Iteration 29Q: 3 clusters Score -1200731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1200733.500000 Penalty: 2971.517578
	Iteration 30Q: 3 clusters Score -1200734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1200737.625000 Penalty: 2971.517578
	Iteration 31Q: 3 clusters Score -1200738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1200738.250000 Penalty: 2971.517578
	Iteration 32Q: 3 clusters Score -1200738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1200735.750000 Penalty: 2971.517578
	Iteration 33Q: 3 clusters Score -1200736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1200738.875000 Penalty: 2971.517578
	Iteration 34Q: 3 clusters Score -1200739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1200738.875000 Penalty: 2971.517578
	Iteration 35Q: 3 clusters Score -1200739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1200739.000000 Penalty: 2971.517578
	Iteration 36Q: 3 clusters Score -1200739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1200740.750000 Penalty: 2971.517578
	Iteration 37Q: 3 clusters Score -1200741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1200740.750000 Penalty: 2971.517578
	Iteration 38F: 3 clusters Score -1200741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Entering Unmasked Estep 
Score: -8846402.000000 Penalty: 1810.500610
	Iteration 0F: 2 clusters Score -8846402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -8802166.000000 Penalty: 3621.001221
	Iteration 0F: 3 clusters Score -8802166 nChanged 32564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -8820860.000000 Penalty: 3621.001221
	Iteration 1F: 3 clusters Score -8820860 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -8821711.000000 Penalty: 3621.001221
	Iteration 2Q: 3 clusters Score -8821711 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -8822863.000000 Penalty: 3621.001221
	Iteration 3Q: 3 clusters Score -8822863 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -8824737.000000 Penalty: 3621.001221
	Iteration 4F: 3 clusters Score -8824737 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -8827839.000000 Penalty: 3621.001221
	Iteration 5F: 3 clusters Score -8827839 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -8832194.000000 Penalty: 3621.001221
	Iteration 6F: 3 clusters Score -8832194 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -8836825.000000 Penalty: 3621.001221
	Iteration 7F: 3 clusters Score -8836825 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -8840287.000000 Penalty: 3621.001221
	Iteration 8F: 3 clusters Score -8840287 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8842331.000000 Penalty: 3621.001221
	Iteration 9Q: 3 clusters Score -8842331 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8843424.000000 Penalty: 3621.001221
	Iteration 10Q: 3 clusters Score -8843424 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8843906.000000 Penalty: 3621.001221
	Iteration 11Q: 3 clusters Score -8843906 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8844192.000000 Penalty: 3621.001221
	Iteration 12Q: 3 clusters Score -8844192 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8844388.000000 Penalty: 3621.001221
	Iteration 13Q: 3 clusters Score -8844388 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8844539.000000 Penalty: 3621.001221
	Iteration 14Q: 3 clusters Score -8844539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68097 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8844623.000000 Penalty: 3621.001221
	Iteration 15Q: 3 clusters Score -8844623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8844665.000000 Penalty: 3621.001221
	Iteration 16Q: 3 clusters Score -8844665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8844688.000000 Penalty: 3621.001221
	Iteration 17Q: 3 clusters Score -8844688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8844723.000000 Penalty: 3621.001221
	Iteration 18Q: 3 clusters Score -8844723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8844735.000000 Penalty: 3621.001221
	Iteration 19Q: 3 clusters Score -8844735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8844762.000000 Penalty: 3621.001221
	Iteration 20F: 3 clusters Score -8844762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8844785.000000 Penalty: 3621.001221
	Iteration 21Q: 3 clusters Score -8844785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8844818.000000 Penalty: 3621.001221
	Iteration 22Q: 3 clusters Score -8844818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8844847.000000 Penalty: 3621.001221
	Iteration 23Q: 3 clusters Score -8844847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8844857.000000 Penalty: 3621.001221
	Iteration 24Q: 3 clusters Score -8844857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8844877.000000 Penalty: 3621.001221
	Iteration 25Q: 3 clusters Score -8844877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8844890.000000 Penalty: 3621.001221
	Iteration 26Q: 3 clusters Score -8844890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8844893.000000 Penalty: 3621.001221
	Iteration 27Q: 3 clusters Score -8844893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8844907.000000 Penalty: 3621.001221
	Iteration 28Q: 3 clusters Score -8844907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8844915.000000 Penalty: 3621.001221
	Iteration 29Q: 3 clusters Score -8844915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8844916.000000 Penalty: 3621.001221
	Iteration 30Q: 3 clusters Score -8844916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8844926.000000 Penalty: 3621.001221
	Iteration 31Q: 3 clusters Score -8844926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8844933.000000 Penalty: 3621.001221
	Iteration 32Q: 3 clusters Score -8844933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8844920.000000 Penalty: 3621.001221
	Iteration 33Q: 3 clusters Score -8844920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8844924.000000 Penalty: 3621.001221
	Iteration 34Q: 3 clusters Score -8844924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8844934.000000 Penalty: 3621.001221
	Iteration 35Q: 3 clusters Score -8844934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8844931.000000 Penalty: 3621.001221
	Iteration 36Q: 3 clusters Score -8844931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8844929.000000 Penalty: 3621.001221
	Iteration 37Q: 3 clusters Score -8844929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8844932.000000 Penalty: 3621.001221
	Iteration 38Q: 3 clusters Score -8844932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8844932.000000 Penalty: 3621.001221
	Iteration 39F: 3 clusters Score -8844932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Entering Unmasked Estep 
Score: -4821931.500000 Penalty: 1713.185425
	Iteration 0F: 2 clusters Score -4821932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4796413.000000 Penalty: 3426.370850
	Iteration 0F: 3 clusters Score -4796413 nChanged 17636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4806539.500000 Penalty: 3426.370850
	Iteration 1F: 3 clusters Score -4806540 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4807159.500000 Penalty: 3426.370850
	Iteration 2Q: 3 clusters Score -4807160 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4807929.500000 Penalty: 3426.370850
	Iteration 3Q: 3 clusters Score -4807930 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4808909.500000 Penalty: 3426.370850
	Iteration 4F: 3 clusters Score -4808910 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4810166.000000 Penalty: 3426.370850
	Iteration 5F: 3 clusters Score -4810166 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -4811818.000000 Penalty: 3426.370850
	Iteration 6F: 3 clusters Score -4811818 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4813695.000000 Penalty: 3426.370850
	Iteration 7F: 3 clusters Score -4813695 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4815074.000000 Penalty: 3426.370850
	Iteration 8F: 3 clusters Score -4815074 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4815991.000000 Penalty: 3426.370850
	Iteration 9Q: 3 clusters Score -4815991 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4816673.500000 Penalty: 3426.370850
	Iteration 10Q: 3 clusters Score -4816674 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4817403.500000 Penalty: 3426.370850
	Iteration 11Q: 3 clusters Score -4817404 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4818084.500000 Penalty: 3426.370850
	Iteration 12Q: 3 clusters Score -4818084 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4818627.500000 Penalty: 3426.370850
	Iteration 13Q: 3 clusters Score -4818628 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4819026.000000 Penalty: 3426.370850
	Iteration 14Q: 3 clusters Score -4819026 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -4819320.500000 Penalty: 3426.370850
	Iteration 15Q: 3 clusters Score -4819320 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4819533.000000 Penalty: 3426.370850
	Iteration 16Q: 3 clusters Score -4819533 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4819696.500000 Penalty: 3426.370850
	Iteration 17Q: 3 clusters Score -4819696 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4819776.500000 Penalty: 3426.370850
	Iteration 18Q: 3 clusters Score -4819776 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4819841.500000 Penalty: 3426.370850
	Iteration 19Q: 3 clusters Score -4819842 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4819892.000000 Penalty: 3426.370850
	Iteration 20F: 3 clusters Score -4819892 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -4819936.500000 Penalty: 3426.370850
	Iteration 21Q: 3 clusters Score -4819936 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -4819988.000000 Penalty: 3426.370850
	Iteration 22Q: 3 clusters Score -4819988 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -4820030.500000 Penalty: 3426.370850
	Iteration 23Q: 3 clusters Score -4820030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -4820054.000000 Penalty: 3426.370850
	Iteration 24Q: 3 clusters Score -4820054 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4820066.000000 Penalty: 3426.370850
	Iteration 25Q: 3 clusters Score -4820066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -4820094.500000 Penalty: 3426.370850
	Iteration 26Q: 3 clusters Score -4820094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -4820086.500000 Penalty: 3426.370850
	Iteration 27Q: 3 clusters Score -4820086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -4820099.500000 Penalty: 3426.370850
	Iteration 28Q: 3 clusters Score -4820100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4820092.000000 Penalty: 3426.370850
	Iteration 29Q: 3 clusters Score -4820092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -4820101.500000 Penalty: 3426.370850
	Iteration 30Q: 3 clusters Score -4820102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4820103.500000 Penalty: 3426.370850
	Iteration 31Q: 3 clusters Score -4820104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -4820099.000000 Penalty: 3426.370850
	Iteration 32Q: 3 clusters Score -4820099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4820110.000000 Penalty: 3426.370850
	Iteration 33Q: 3 clusters Score -4820110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4820110.500000 Penalty: 3426.370850
	Iteration 34Q: 3 clusters Score -4820110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4820102.500000 Penalty: 3426.370850
	Iteration 35Q: 3 clusters Score -4820102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -4820105.500000 Penalty: 3426.370850
	Iteration 36Q: 3 clusters Score -4820106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -4820094.500000 Penalty: 3426.370850
	Iteration 37Q: 3 clusters Score -4820094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4820099.500000 Penalty: 3426.370850
	Iteration 38Q: 3 clusters Score -4820100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4820095.500000 Penalty: 3426.370850
	Iteration 39Q: 3 clusters Score -4820096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4820110.000000 Penalty: 3426.370850
	Iteration 40F: 3 clusters Score -4820110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4820115.000000 Penalty: 3426.370850
	Iteration 41Q: 3 clusters Score -4820115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -4820121.500000 Penalty: 3426.370850
	Iteration 42Q: 3 clusters Score -4820122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -4820126.500000 Penalty: 3426.370850
	Iteration 43Q: 3 clusters Score -4820126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4820116.000000 Penalty: 3426.370850
	Iteration 44Q: 3 clusters Score -4820116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -4820116.500000 Penalty: 3426.370850
	Iteration 45Q: 3 clusters Score -4820116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -4820126.000000 Penalty: 3426.370850
	Iteration 46Q: 3 clusters Score -4820126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4820130.500000 Penalty: 3426.370850
	Iteration 47Q: 3 clusters Score -4820130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -4820119.500000 Penalty: 3426.370850
	Iteration 48Q: 3 clusters Score -4820120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -4820125.000000 Penalty: 3426.370850
	Iteration 49Q: 3 clusters Score -4820125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -4820118.500000 Penalty: 3426.370850
	Iteration 50Q: 3 clusters Score -4820118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -4820120.000000 Penalty: 3426.370850
	Iteration 51Q: 3 clusters Score -4820120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4820118.000000 Penalty: 3426.370850
	Iteration 52Q: 3 clusters Score -4820118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -4820120.000000 Penalty: 3426.370850
	Iteration 53Q: 3 clusters Score -4820120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4820121.000000 Penalty: 3426.370850
	Iteration 54Q: 3 clusters Score -4820121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4820124.500000 Penalty: 3426.370850
	Iteration 55Q: 3 clusters Score -4820124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4820121.500000 Penalty: 3426.370850
	Iteration 56Q: 3 clusters Score -4820122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4820121.500000 Penalty: 3426.370850
	Iteration 57F: 3 clusters Score -4820122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -85913.203125 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -85913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84671.710938 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -84671.71 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85018.671875 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -85018.67 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85158.828125 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -85158.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85287.781250 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -85287.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85384.843750 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -85384.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85467.234375 Penalty: 2153.683105
	Iteration 5F: 3 clusters Score -85467.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85519.242188 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -85519.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85548.890625 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -85548.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85566.000000 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -85566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85570.367188 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -85570.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85572.710938 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -85572.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85574.046875 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -85574.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85574.046875 Penalty: 2153.683105
	Iteration 12F: 3 clusters Score -85574.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Entering Unmasked Estep 
Score: -776709.125000 Penalty: 1416.357178
	Iteration 0F: 2 clusters Score -776709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -772016.562500 Penalty: 2832.714355
	Iteration 0F: 3 clusters Score -772016.6 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -773329.062500 Penalty: 2832.714355
	Iteration 1F: 3 clusters Score -773329.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -773485.062500 Penalty: 2832.714355
	Iteration 2F: 3 clusters Score -773485.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -773592.125000 Penalty: 2832.714355
	Iteration 3Q: 3 clusters Score -773592.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -773679.500000 Penalty: 2832.714355
	Iteration 4Q: 3 clusters Score -773679.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -773764.250000 Penalty: 2832.714355
	Iteration 5Q: 3 clusters Score -773764.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -773836.437500 Penalty: 2832.714355
	Iteration 6Q: 3 clusters Score -773836.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -773926.812500 Penalty: 2832.714355
	Iteration 7Q: 3 clusters Score -773926.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -774030.687500 Penalty: 2832.714355
	Iteration 8Q: 3 clusters Score -774030.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -774137.562500 Penalty: 2832.714355
	Iteration 9Q: 3 clusters Score -774137.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -774280.625000 Penalty: 2832.714355
	Iteration 10Q: 3 clusters Score -774280.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -774442.625000 Penalty: 2832.714355
	Iteration 11Q: 3 clusters Score -774442.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -774607.250000 Penalty: 2832.714355
	Iteration 12Q: 3 clusters Score -774607.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -774774.062500 Penalty: 2832.714355
	Iteration 13Q: 3 clusters Score -774774.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -774946.312500 Penalty: 2832.714355
	Iteration 14Q: 3 clusters Score -774946.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -775078.125000 Penalty: 2832.714355
	Iteration 15Q: 3 clusters Score -775078.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -775182.312500 Penalty: 2832.714355
	Iteration 16Q: 3 clusters Score -775182.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -775276.687500 Penalty: 2832.714355
	Iteration 17Q: 3 clusters Score -775276.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -775332.500000 Penalty: 2832.714355
	Iteration 18Q: 3 clusters Score -775332.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -775370.625000 Penalty: 2832.714355
	Iteration 19Q: 3 clusters Score -775370.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -775397.687500 Penalty: 2832.714355
	Iteration 20F: 3 clusters Score -775397.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -775409.062500 Penalty: 2832.714355
	Iteration 21Q: 3 clusters Score -775409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -775417.125000 Penalty: 2832.714355
	Iteration 22Q: 3 clusters Score -775417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -775420.187500 Penalty: 2832.714355
	Iteration 23Q: 3 clusters Score -775420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -775427.000000 Penalty: 2832.714355
	Iteration 24Q: 3 clusters Score -775427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -775432.562500 Penalty: 2832.714355
	Iteration 25Q: 3 clusters Score -775432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -775437.125000 Penalty: 2832.714355
	Iteration 26Q: 3 clusters Score -775437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -775439.500000 Penalty: 2832.714355
	Iteration 27Q: 3 clusters Score -775439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -775440.312500 Penalty: 2832.714355
	Iteration 28Q: 3 clusters Score -775440.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -775441.687500 Penalty: 2832.714355
	Iteration 29Q: 3 clusters Score -775441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -775442.875000 Penalty: 2832.714355
	Iteration 30Q: 3 clusters Score -775442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -775444.812500 Penalty: 2832.714355
	Iteration 31Q: 3 clusters Score -775444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -775445.937500 Penalty: 2832.714355
	Iteration 32Q: 3 clusters Score -775445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -775445.937500 Penalty: 2832.714355
	Iteration 33F: 3 clusters Score -775445.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -400246.156250 Penalty: 1319.402222
	Iteration 0F: 2 clusters Score -400246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -397303.875000 Penalty: 2638.804443
	Iteration 0F: 3 clusters Score -397303.9 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -398081.687500 Penalty: 2638.804443
	Iteration 1F: 3 clusters Score -398081.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -398301.406250 Penalty: 2638.804443
	Iteration 2F: 3 clusters Score -398301.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -398488.406250 Penalty: 2638.804443
	Iteration 3F: 3 clusters Score -398488.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -398639.406250 Penalty: 2638.804443
	Iteration 4F: 3 clusters Score -398639.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -398755.468750 Penalty: 2638.804443
	Iteration 5Q: 3 clusters Score -398755.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -398868.781250 Penalty: 2638.804443
	Iteration 6Q: 3 clusters Score -398868.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -398959.437500 Penalty: 2638.804443
	Iteration 7Q: 3 clusters Score -398959.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -399016.718750 Penalty: 2638.804443
	Iteration 8Q: 3 clusters Score -399016.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -399048.250000 Penalty: 2638.804443
	Iteration 9Q: 3 clusters Score -399048.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -399071.875000 Penalty: 2638.804443
	Iteration 10Q: 3 clusters Score -399071.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -399093.062500 Penalty: 2638.804443
	Iteration 11Q: 3 clusters Score -399093.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -399111.750000 Penalty: 2638.804443
	Iteration 12Q: 3 clusters Score -399111.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -399127.375000 Penalty: 2638.804443
	Iteration 13Q: 3 clusters Score -399127.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -399141.718750 Penalty: 2638.804443
	Iteration 14Q: 3 clusters Score -399141.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -399153.437500 Penalty: 2638.804443
	Iteration 15Q: 3 clusters Score -399153.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -399162.343750 Penalty: 2638.804443
	Iteration 16Q: 3 clusters Score -399162.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -399168.468750 Penalty: 2638.804443
	Iteration 17Q: 3 clusters Score -399168.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -399175.562500 Penalty: 2638.804443
	Iteration 18Q: 3 clusters Score -399175.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -399185.593750 Penalty: 2638.804443
	Iteration 19Q: 3 clusters Score -399185.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -399189.875000 Penalty: 2638.804443
	Iteration 20F: 3 clusters Score -399189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -399192.250000 Penalty: 2638.804443
	Iteration 21Q: 3 clusters Score -399192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -399195.281250 Penalty: 2638.804443
	Iteration 22Q: 3 clusters Score -399195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -399195.843750 Penalty: 2638.804443
	Iteration 23Q: 3 clusters Score -399195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -399198.218750 Penalty: 2638.804443
	Iteration 24Q: 3 clusters Score -399198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -399199.531250 Penalty: 2638.804443
	Iteration 25Q: 3 clusters Score -399199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -399201.250000 Penalty: 2638.804443
	Iteration 26Q: 3 clusters Score -399201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -399201.593750 Penalty: 2638.804443
	Iteration 27Q: 3 clusters Score -399201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -399203.312500 Penalty: 2638.804443
	Iteration 28Q: 3 clusters Score -399203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -399204.593750 Penalty: 2638.804443
	Iteration 29Q: 3 clusters Score -399204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399205.187500 Penalty: 2638.804443
	Iteration 30Q: 3 clusters Score -399205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -399205.187500 Penalty: 2638.804443
	Iteration 31F: 3 clusters Score -399205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Entering Unmasked Estep 
Score: -6044122.000000 Penalty: 1747.278687
	Iteration 0F: 2 clusters Score -6044122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -6013210.000000 Penalty: 3494.557373
	Iteration 0F: 3 clusters Score -6013210 nChanged 21905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6025486.000000 Penalty: 3494.557373
	Iteration 1F: 3 clusters Score -6025486 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -6026039.500000 Penalty: 3494.557373
	Iteration 2Q: 3 clusters Score -6026040 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -6026596.000000 Penalty: 3494.557373
	Iteration 3Q: 3 clusters Score -6026596 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -6027334.500000 Penalty: 3494.557373
	Iteration 4Q: 3 clusters Score -6027334 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6028226.000000 Penalty: 3494.557373
	Iteration 5Q: 3 clusters Score -6028226 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -6029327.000000 Penalty: 3494.557373
	Iteration 6Q: 3 clusters Score -6029327 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -6030557.500000 Penalty: 3494.557373
	Iteration 7F: 3 clusters Score -6030558 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6032147.000000 Penalty: 3494.557373
	Iteration 8F: 3 clusters Score -6032147 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6033770.500000 Penalty: 3494.557373
	Iteration 9F: 3 clusters Score -6033770 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -6035107.000000 Penalty: 3494.557373
	Iteration 10F: 3 clusters Score -6035107 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -6035989.500000 Penalty: 3494.557373
	Iteration 11Q: 3 clusters Score -6035990 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -6036471.000000 Penalty: 3494.557373
	Iteration 12Q: 3 clusters Score -6036471 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -6036667.000000 Penalty: 3494.557373
	Iteration 13Q: 3 clusters Score -6036667 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -6036794.000000 Penalty: 3494.557373
	Iteration 14Q: 3 clusters Score -6036794 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -6036914.000000 Penalty: 3494.557373
	Iteration 15Q: 3 clusters Score -6036914 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -6037029.500000 Penalty: 3494.557373
	Iteration 16Q: 3 clusters Score -6037030 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -6037134.000000 Penalty: 3494.557373
	Iteration 17Q: 3 clusters Score -6037134 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -6037246.000000 Penalty: 3494.557373
	Iteration 18Q: 3 clusters Score -6037246 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -6037293.500000 Penalty: 3494.557373
	Iteration 19Q: 3 clusters Score -6037294 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -6037364.000000 Penalty: 3494.557373
	Iteration 20F: 3 clusters Score -6037364 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -6037403.000000 Penalty: 3494.557373
	Iteration 21Q: 3 clusters Score -6037403 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -6037477.000000 Penalty: 3494.557373
	Iteration 22Q: 3 clusters Score -6037477 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -6037489.500000 Penalty: 3494.557373
	Iteration 23Q: 3 clusters Score -6037490 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -6037497.500000 Penalty: 3494.557373
	Iteration 24Q: 3 clusters Score -6037498 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -6037522.000000 Penalty: 3494.557373
	Iteration 25Q: 3 clusters Score -6037522 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -6037533.000000 Penalty: 3494.557373
	Iteration 26Q: 3 clusters Score -6037533 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -6037540.000000 Penalty: 3494.557373
	Iteration 27Q: 3 clusters Score -6037540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -6037564.500000 Penalty: 3494.557373
	Iteration 28Q: 3 clusters Score -6037564 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -6037597.000000 Penalty: 3494.557373
	Iteration 29Q: 3 clusters Score -6037597 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -6037618.500000 Penalty: 3494.557373
	Iteration 30Q: 3 clusters Score -6037618 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -6037624.500000 Penalty: 3494.557373
	Iteration 31Q: 3 clusters Score -6037624 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -6037647.000000 Penalty: 3494.557373
	Iteration 32Q: 3 clusters Score -6037647 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -6037688.000000 Penalty: 3494.557373
	Iteration 33Q: 3 clusters Score -6037688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -6037729.000000 Penalty: 3494.557373
	Iteration 34Q: 3 clusters Score -6037729 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -6037735.000000 Penalty: 3494.557373
	Iteration 35Q: 3 clusters Score -6037735 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -6037730.500000 Penalty: 3494.557373
	Iteration 36Q: 3 clusters Score -6037730 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -6037750.500000 Penalty: 3494.557373
	Iteration 37Q: 3 clusters Score -6037750 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -6037763.500000 Penalty: 3494.557373
	Iteration 38Q: 3 clusters Score -6037764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -6037782.500000 Penalty: 3494.557373
	Iteration 39Q: 3 clusters Score -6037782 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -6037799.500000 Penalty: 3494.557373
	Iteration 40F: 3 clusters Score -6037800 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -6037811.500000 Penalty: 3494.557373
	Iteration 41Q: 3 clusters Score -6037812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -6037835.000000 Penalty: 3494.557373
	Iteration 42Q: 3 clusters Score -6037835 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6037860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -6037901.500000 Penalty: 3494.557373
	Iteration 44Q: 3 clusters Score -6037902 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -6037895.500000 Penalty: 3494.557373
	Iteration 45Q: 3 clusters Score -6037896 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -6037929.000000 Penalty: 3494.557373
	Iteration 46Q: 3 clusters Score -6037929 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -6037967.500000 Penalty: 3494.557373
	Iteration 47Q: 3 clusters Score -6037968 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -6037984.000000 Penalty: 3494.557373
	Iteration 48Q: 3 clusters Score -6037984 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -6038049.500000 Penalty: 3494.557373
	Iteration 49Q: 3 clusters Score -6038050 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -6038104.000000 Penalty: 3494.557373
	Iteration 50Q: 3 clusters Score -6038104 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -6038181.000000 Penalty: 3494.557373
	Iteration 51Q: 3 clusters Score -6038181 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -6038228.000000 Penalty: 3494.557373
	Iteration 52Q: 3 clusters Score -6038228 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -6038292.500000 Penalty: 3494.557373
	Iteration 53Q: 3 clusters Score -6038292 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -6038347.500000 Penalty: 3494.557373
	Iteration 54Q: 3 clusters Score -6038348 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -6038356.500000 Penalty: 3494.557373
	Iteration 55Q: 3 clusters Score -6038356 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -6038406.000000 Penalty: 3494.557373
	Iteration 56Q: 3 clusters Score -6038406 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -6038456.000000 Penalty: 3494.557373
	Iteration 57Q: 3 clusters Score -6038456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -6038512.000000 Penalty: 3494.557373
	Iteration 58Q: 3 clusters Score -6038512 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -6038548.500000 Penalty: 3494.557373
	Iteration 59Q: 3 clusters Score -6038548 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -6038569.500000 Penalty: 3494.557373
	Iteration 60F: 3 clusters Score -6038570 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -6038601.500000 Penalty: 3494.557373
	Iteration 61Q: 3 clusters Score -6038602 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -6038643.500000 Penalty: 3494.557373
	Iteration 62Q: 3 clusters Score -6038644 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -6038659.000000 Penalty: 3494.557373
	Iteration 63Q: 3 clusters Score -6038659 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -6038698.500000 Penalty: 3494.557373
	Iteration 64Q: 3 clusters Score -6038698 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -6038718.500000 Penalty: 3494.557373
	Iteration 65Q: 3 clusters Score -6038718 nChanged 264
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Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -6038774.500000 Penalty: 3494.557373
	Iteration 66Q: 3 clusters Score -6038774 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -6038800.000000 Penalty: 3494.557373
	Iteration 67Q: 3 clusters Score -6038800 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -6038847.500000 Penalty: 3494.557373
	Iteration 68Q: 3 clusters Score -6038848 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -6038883.500000 Penalty: 3494.557373
	Iteration 69Q: 3 clusters Score -6038884 nChanged 277
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Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -6038904.500000 Penalty: 3494.557373
	Iteration 70Q: 3 clusters Score -6038904 nChanged 288
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Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -6038958.000000 Penalty: 3494.557373
	Iteration 71Q: 3 clusters Score -6038958 nChanged 327
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -6038991.500000 Penalty: 3494.557373
	Iteration 72Q: 3 clusters Score -6038992 nChanged 349
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Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -6039038.500000 Penalty: 3494.557373
	Iteration 73Q: 3 clusters Score -6039038 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -6039112.500000 Penalty: 3494.557373
	Iteration 74Q: 3 clusters Score -6039112 nChanged 339
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Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -6039160.500000 Penalty: 3494.557373
	Iteration 75Q: 3 clusters Score -6039160 nChanged 381
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Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -6039235.000000 Penalty: 3494.557373
	Iteration 76Q: 3 clusters Score -6039235 nChanged 417
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Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -6039334.000000 Penalty: 3494.557373
	Iteration 77Q: 3 clusters Score -6039334 nChanged 389
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -6039390.500000 Penalty: 3494.557373
	Iteration 78Q: 3 clusters Score -6039390 nChanged 398
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -6039455.000000 Penalty: 3494.557373
	Iteration 79Q: 3 clusters Score -6039455 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -6039537.500000 Penalty: 3494.557373
	Iteration 80F: 3 clusters Score -6039538 nChanged 358
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -6039585.000000 Penalty: 3494.557373
	Iteration 81Q: 3 clusters Score -6039585 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -6039647.500000 Penalty: 3494.557373
	Iteration 82Q: 3 clusters Score -6039648 nChanged 339
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -6039715.000000 Penalty: 3494.557373
	Iteration 83Q: 3 clusters Score -6039715 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -6039765.500000 Penalty: 3494.557373
	Iteration 84Q: 3 clusters Score -6039766 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -6039853.000000 Penalty: 3494.557373
	Iteration 85Q: 3 clusters Score -6039853 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -6039956.000000 Penalty: 3494.557373
	Iteration 86Q: 3 clusters Score -6039956 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -6040042.000000 Penalty: 3494.557373
	Iteration 87Q: 3 clusters Score -6040042 nChanged 358
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Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -6040104.000000 Penalty: 3494.557373
	Iteration 88Q: 3 clusters Score -6040104 nChanged 344
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Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -6040183.000000 Penalty: 3494.557373
	Iteration 89Q: 3 clusters Score -6040183 nChanged 364
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Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -6040237.500000 Penalty: 3494.557373
	Iteration 90Q: 3 clusters Score -6040238 nChanged 346
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -6040335.000000 Penalty: 3494.557373
	Iteration 91Q: 3 clusters Score -6040335 nChanged 352
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Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -6040449.500000 Penalty: 3494.557373
	Iteration 92Q: 3 clusters Score -6040450 nChanged 337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -6040523.500000 Penalty: 3494.557373
	Iteration 93Q: 3 clusters Score -6040524 nChanged 324
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Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6040584 nChanged 309
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Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6040670 nChanged 329
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Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -6040745.500000 Penalty: 3494.557373
	Iteration 96Q: 3 clusters Score -6040746 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -6040834.500000 Penalty: 3494.557373
	Iteration 97Q: 3 clusters Score -6040834 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -6040908.000000 Penalty: 3494.557373
	Iteration 98Q: 3 clusters Score -6040908 nChanged 327
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Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -6041002.500000 Penalty: 3494.557373
	Iteration 99Q: 3 clusters Score -6041002 nChanged 310
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Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -6041065.000000 Penalty: 3494.557373
	Iteration 100F: 3 clusters Score -6041065 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -6041160.000000 Penalty: 3494.557373
	Iteration 101Q: 3 clusters Score -6041160 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6041236.000000 Penalty: 3494.557373
	Iteration 102Q: 3 clusters Score -6041236 nChanged 289
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Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -6041310.500000 Penalty: 3494.557373
	Iteration 103Q: 3 clusters Score -6041310 nChanged 277
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Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6041393.000000 Penalty: 3494.557373
	Iteration 104Q: 3 clusters Score -6041393 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6041470.500000 Penalty: 3494.557373
	Iteration 105Q: 3 clusters Score -6041470 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6041568.000000 Penalty: 3494.557373
	Iteration 106Q: 3 clusters Score -6041568 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -6041652.000000 Penalty: 3494.557373
	Iteration 107Q: 3 clusters Score -6041652 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6041751 nChanged 239
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Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6041832.000000 Penalty: 3494.557373
	Iteration 109Q: 3 clusters Score -6041832 nChanged 238
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Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6041921.500000 Penalty: 3494.557373
	Iteration 110Q: 3 clusters Score -6041922 nChanged 199
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Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6042014.500000 Penalty: 3494.557373
	Iteration 111Q: 3 clusters Score -6042014 nChanged 189
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Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6042077.000000 Penalty: 3494.557373
	Iteration 112Q: 3 clusters Score -6042077 nChanged 185
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Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6042155.000000 Penalty: 3494.557373
	Iteration 113Q: 3 clusters Score -6042155 nChanged 156
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Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6042223.500000 Penalty: 3494.557373
	Iteration 114Q: 3 clusters Score -6042224 nChanged 130
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Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6042281.000000 Penalty: 3494.557373
	Iteration 115Q: 3 clusters Score -6042281 nChanged 116
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Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6042323.000000 Penalty: 3494.557373
	Iteration 116Q: 3 clusters Score -6042323 nChanged 121
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Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6042369 nChanged 89
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Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6042400 nChanged 66
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Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6042431.000000 Penalty: 3494.557373
	Iteration 119Q: 3 clusters Score -6042431 nChanged 44
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Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6042453 nChanged 48
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Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6042484 nChanged 43
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Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6042509.000000 Penalty: 3494.557373
	Iteration 122Q: 3 clusters Score -6042509 nChanged 53
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Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6042530.500000 Penalty: 3494.557373
	Iteration 123Q: 3 clusters Score -6042530 nChanged 25
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Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6042542.000000 Penalty: 3494.557373
	Iteration 124Q: 3 clusters Score -6042542 nChanged 20
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Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6042555.000000 Penalty: 3494.557373
	Iteration 125Q: 3 clusters Score -6042555 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6042571.000000 Penalty: 3494.557373
	Iteration 126Q: 3 clusters Score -6042571 nChanged 14
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Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6042569 nChanged 12
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Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6042574.500000 Penalty: 3494.557373
	Iteration 128Q: 3 clusters Score -6042574 nChanged 10
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Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6042583.500000 Penalty: 3494.557373
	Iteration 129Q: 3 clusters Score -6042584 nChanged 16
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Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6042586 nChanged 15
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Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6042596.500000 Penalty: 3494.557373
	Iteration 131Q: 3 clusters Score -6042596 nChanged 11
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Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6042599 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6042610.000000 Penalty: 3494.557373
	Iteration 133Q: 3 clusters Score -6042610 nChanged 14
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Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6042602.000000 Penalty: 3494.557373
	Iteration 134Q: 3 clusters Score -6042602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6042615.500000 Penalty: 3494.557373
	Iteration 135Q: 3 clusters Score -6042616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6042620.000000 Penalty: 3494.557373
	Iteration 136Q: 3 clusters Score -6042620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6042615.000000 Penalty: 3494.557373
	Iteration 137Q: 3 clusters Score -6042615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6042616.000000 Penalty: 3494.557373
	Iteration 138Q: 3 clusters Score -6042616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6042617.000000 Penalty: 3494.557373
	Iteration 139Q: 3 clusters Score -6042617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6042623.500000 Penalty: 3494.557373
	Iteration 140F: 3 clusters Score -6042624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6042622.500000 Penalty: 3494.557373
	Iteration 141Q: 3 clusters Score -6042622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6042622.500000 Penalty: 3494.557373
	Iteration 142F: 3 clusters Score -6042622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Entering Unmasked Estep 
Score: -7603852.000000 Penalty: 1784.873047
	Iteration 0F: 2 clusters Score -7603852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -7565935.000000 Penalty: 3569.746094
	Iteration 0F: 3 clusters Score -7565935 nChanged 27799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -7581749.500000 Penalty: 3569.746094
	Iteration 1F: 3 clusters Score -7581750 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -7582387.500000 Penalty: 3569.746094
	Iteration 2Q: 3 clusters Score -7582388 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -7583176.500000 Penalty: 3569.746094
	Iteration 3Q: 3 clusters Score -7583176 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -7584219.000000 Penalty: 3569.746094
	Iteration 4Q: 3 clusters Score -7584219 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -7585855.000000 Penalty: 3569.746094
	Iteration 5F: 3 clusters Score -7585855 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7588274.500000 Penalty: 3569.746094
	Iteration 6F: 3 clusters Score -7588274 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -7591485.500000 Penalty: 3569.746094
	Iteration 7F: 3 clusters Score -7591486 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -7594924.000000 Penalty: 3569.746094
	Iteration 8F: 3 clusters Score -7594924 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -7597537.000000 Penalty: 3569.746094
	Iteration 9F: 3 clusters Score -7597537 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -7599192.500000 Penalty: 3569.746094
	Iteration 10Q: 3 clusters Score -7599192 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -7600186.500000 Penalty: 3569.746094
	Iteration 11Q: 3 clusters Score -7600186 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -7600774.000000 Penalty: 3569.746094
	Iteration 12Q: 3 clusters Score -7600774 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -7601184.000000 Penalty: 3569.746094
	Iteration 13Q: 3 clusters Score -7601184 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -7601477.500000 Penalty: 3569.746094
	Iteration 14Q: 3 clusters Score -7601478 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -7601726.500000 Penalty: 3569.746094
	Iteration 15Q: 3 clusters Score -7601726 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -7601886.500000 Penalty: 3569.746094
	Iteration 16Q: 3 clusters Score -7601886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -7602009.000000 Penalty: 3569.746094
	Iteration 17Q: 3 clusters Score -7602009 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -7602087.000000 Penalty: 3569.746094
	Iteration 18Q: 3 clusters Score -7602087 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7602151.000000 Penalty: 3569.746094
	Iteration 19Q: 3 clusters Score -7602151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -7602200.000000 Penalty: 3569.746094
	Iteration 20F: 3 clusters Score -7602200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -7602238.500000 Penalty: 3569.746094
	Iteration 21Q: 3 clusters Score -7602238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -7602274.000000 Penalty: 3569.746094
	Iteration 22Q: 3 clusters Score -7602274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -7602285.000000 Penalty: 3569.746094
	Iteration 23Q: 3 clusters Score -7602285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -7602299.500000 Penalty: 3569.746094
	Iteration 24Q: 3 clusters Score -7602300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -7602316.500000 Penalty: 3569.746094
	Iteration 25Q: 3 clusters Score -7602316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -7602315.000000 Penalty: 3569.746094
	Iteration 26Q: 3 clusters Score -7602315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -7602322.500000 Penalty: 3569.746094
	Iteration 27Q: 3 clusters Score -7602322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -7602327.500000 Penalty: 3569.746094
	Iteration 28Q: 3 clusters Score -7602328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -7602329.500000 Penalty: 3569.746094
	Iteration 29Q: 3 clusters Score -7602330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -7602335.000000 Penalty: 3569.746094
	Iteration 30Q: 3 clusters Score -7602335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 58571 members 
Entering Unmasked Estep 
Score: -7602345.500000 Penalty: 3569.746094
	Iteration 31Q: 3 clusters Score -7602346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -7602349.500000 Penalty: 3569.746094
	Iteration 32Q: 3 clusters Score -7602350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -7602353.000000 Penalty: 3569.746094
	Iteration 33Q: 3 clusters Score -7602353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -7602361.500000 Penalty: 3569.746094
	Iteration 34Q: 3 clusters Score -7602362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -7602355.500000 Penalty: 3569.746094
	Iteration 35Q: 3 clusters Score -7602356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -7602353.000000 Penalty: 3569.746094
	Iteration 36Q: 3 clusters Score -7602353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -7602362.500000 Penalty: 3569.746094
	Iteration 37Q: 3 clusters Score -7602362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -7602372.500000 Penalty: 3569.746094
	Iteration 38Q: 3 clusters Score -7602372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -7602377.500000 Penalty: 3569.746094
	Iteration 39Q: 3 clusters Score -7602378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -7602373.000000 Penalty: 3569.746094
	Iteration 40F: 3 clusters Score -7602373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -7602381.000000 Penalty: 3569.746094
	Iteration 41Q: 3 clusters Score -7602381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -7602382.500000 Penalty: 3569.746094
	Iteration 42Q: 3 clusters Score -7602382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -7602384.000000 Penalty: 3569.746094
	Iteration 43Q: 3 clusters Score -7602384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -7602384.000000 Penalty: 3569.746094
	Iteration 44F: 3 clusters Score -7602384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Entering Unmasked Estep 
Score: -7413753.500000 Penalty: 1782.329346
	Iteration 0F: 2 clusters Score -7413754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -7375219.500000 Penalty: 3564.658691
	Iteration 0F: 3 clusters Score -7375220 nChanged 27304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -7390677.500000 Penalty: 3564.658691
	Iteration 1F: 3 clusters Score -7390678 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -7391351.500000 Penalty: 3564.658691
	Iteration 2Q: 3 clusters Score -7391352 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -7392172.000000 Penalty: 3564.658691
	Iteration 3Q: 3 clusters Score -7392172 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -7393342.500000 Penalty: 3564.658691
	Iteration 4Q: 3 clusters Score -7393342 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -7395222.500000 Penalty: 3564.658691
	Iteration 5F: 3 clusters Score -7395222 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -7397826.500000 Penalty: 3564.658691
	Iteration 6F: 3 clusters Score -7397826 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -7401330.000000 Penalty: 3564.658691
	Iteration 7F: 3 clusters Score -7401330 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -7405046.500000 Penalty: 3564.658691
	Iteration 8F: 3 clusters Score -7405046 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -7407986.500000 Penalty: 3564.658691
	Iteration 9F: 3 clusters Score -7407986 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -7409674.000000 Penalty: 3564.658691
	Iteration 10Q: 3 clusters Score -7409674 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -7410590.500000 Penalty: 3564.658691
	Iteration 11Q: 3 clusters Score -7410590 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7411120.000000 Penalty: 3564.658691
	Iteration 12Q: 3 clusters Score -7411120 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -7411480.500000 Penalty: 3564.658691
	Iteration 13Q: 3 clusters Score -7411480 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7411704.000000 Penalty: 3564.658691
	Iteration 14Q: 3 clusters Score -7411704 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7411892.000000 Penalty: 3564.658691
	Iteration 15Q: 3 clusters Score -7411892 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7411986.500000 Penalty: 3564.658691
	Iteration 16Q: 3 clusters Score -7411986 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7412075.000000 Penalty: 3564.658691
	Iteration 17Q: 3 clusters Score -7412075 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7412129.500000 Penalty: 3564.658691
	Iteration 18Q: 3 clusters Score -7412130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7412146.500000 Penalty: 3564.658691
	Iteration 19Q: 3 clusters Score -7412146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7412185.000000 Penalty: 3564.658691
	Iteration 20F: 3 clusters Score -7412185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7412198.000000 Penalty: 3564.658691
	Iteration 21Q: 3 clusters Score -7412198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7412208.000000 Penalty: 3564.658691
	Iteration 22Q: 3 clusters Score -7412208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7412227.500000 Penalty: 3564.658691
	Iteration 23Q: 3 clusters Score -7412228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7412243.000000 Penalty: 3564.658691
	Iteration 24Q: 3 clusters Score -7412243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7412258.500000 Penalty: 3564.658691
	Iteration 25Q: 3 clusters Score -7412258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7412272.000000 Penalty: 3564.658691
	Iteration 26Q: 3 clusters Score -7412272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7412271.500000 Penalty: 3564.658691
	Iteration 27Q: 3 clusters Score -7412272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7412282.500000 Penalty: 3564.658691
	Iteration 28Q: 3 clusters Score -7412282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7412290.500000 Penalty: 3564.658691
	Iteration 29Q: 3 clusters Score -7412290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7412299.500000 Penalty: 3564.658691
	Iteration 30Q: 3 clusters Score -7412300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7412303.500000 Penalty: 3564.658691
	Iteration 31Q: 3 clusters Score -7412304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7412319.500000 Penalty: 3564.658691
	Iteration 32Q: 3 clusters Score -7412320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7412331.500000 Penalty: 3564.658691
	Iteration 33Q: 3 clusters Score -7412332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7412327.000000 Penalty: 3564.658691
	Iteration 34Q: 3 clusters Score -7412327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7412345.500000 Penalty: 3564.658691
	Iteration 35Q: 3 clusters Score -7412346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7412347.500000 Penalty: 3564.658691
	Iteration 36Q: 3 clusters Score -7412348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7412348.500000 Penalty: 3564.658691
	Iteration 37Q: 3 clusters Score -7412348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7412364.000000 Penalty: 3564.658691
	Iteration 38Q: 3 clusters Score -7412364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7412364.000000 Penalty: 3564.658691
	Iteration 39Q: 3 clusters Score -7412364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7412370.500000 Penalty: 3564.658691
	Iteration 40F: 3 clusters Score -7412370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7412389.500000 Penalty: 3564.658691
	Iteration 41Q: 3 clusters Score -7412390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7412405.000000 Penalty: 3564.658691
	Iteration 42Q: 3 clusters Score -7412405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7412447.500000 Penalty: 3564.658691
	Iteration 43Q: 3 clusters Score -7412448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7412474.000000 Penalty: 3564.658691
	Iteration 44Q: 3 clusters Score -7412474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7412490.500000 Penalty: 3564.658691
	Iteration 45Q: 3 clusters Score -7412490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7412490.500000 Penalty: 3564.658691
	Iteration 46Q: 3 clusters Score -7412490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7412504.500000 Penalty: 3564.658691
	Iteration 47Q: 3 clusters Score -7412504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7412515.000000 Penalty: 3564.658691
	Iteration 48Q: 3 clusters Score -7412515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7412512.500000 Penalty: 3564.658691
	Iteration 49Q: 3 clusters Score -7412512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7412520.000000 Penalty: 3564.658691
	Iteration 50Q: 3 clusters Score -7412520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7412523.000000 Penalty: 3564.658691
	Iteration 51Q: 3 clusters Score -7412523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7412523.500000 Penalty: 3564.658691
	Iteration 52Q: 3 clusters Score -7412524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7412521.500000 Penalty: 3564.658691
	Iteration 53Q: 3 clusters Score -7412522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7412522.500000 Penalty: 3564.658691
	Iteration 54Q: 3 clusters Score -7412522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7412521.500000 Penalty: 3564.658691
	Iteration 55Q: 3 clusters Score -7412522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7412520.500000 Penalty: 3564.658691
	Iteration 56Q: 3 clusters Score -7412520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7412520.500000 Penalty: 3564.658691
	Iteration 57F: 3 clusters Score -7412520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Entering Unmasked Estep 
Score: -1996565.375000 Penalty: 1570.630859
	Iteration 0F: 2 clusters Score -1996565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1985644.875000 Penalty: 3141.261719
	Iteration 0F: 3 clusters Score -1985645 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1989621.250000 Penalty: 3141.261719
	Iteration 1F: 3 clusters Score -1989621 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1989953.375000 Penalty: 3141.261719
	Iteration 2F: 3 clusters Score -1989953 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1990242.500000 Penalty: 3141.261719
	Iteration 3Q: 3 clusters Score -1990242 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1990512.125000 Penalty: 3141.261719
	Iteration 4Q: 3 clusters Score -1990512 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1990819.625000 Penalty: 3141.261719
	Iteration 5Q: 3 clusters Score -1990820 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1991190.250000 Penalty: 3141.261719
	Iteration 6Q: 3 clusters Score -1991190 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1991559.375000 Penalty: 3141.261719
	Iteration 7Q: 3 clusters Score -1991559 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1992012.625000 Penalty: 3141.261719
	Iteration 8Q: 3 clusters Score -1992013 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1992490.375000 Penalty: 3141.261719
	Iteration 9Q: 3 clusters Score -1992490 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1992956.375000 Penalty: 3141.261719
	Iteration 10Q: 3 clusters Score -1992956 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1993328.500000 Penalty: 3141.261719
	Iteration 11Q: 3 clusters Score -1993328 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1993606.875000 Penalty: 3141.261719
	Iteration 12Q: 3 clusters Score -1993607 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1993832.875000 Penalty: 3141.261719
	Iteration 13Q: 3 clusters Score -1993833 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1994008.250000 Penalty: 3141.261719
	Iteration 14Q: 3 clusters Score -1994008 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1994160.000000 Penalty: 3141.261719
	Iteration 15Q: 3 clusters Score -1994160 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1994295.250000 Penalty: 3141.261719
	Iteration 16Q: 3 clusters Score -1994295 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1994428.125000 Penalty: 3141.261719
	Iteration 17Q: 3 clusters Score -1994428 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1994549.500000 Penalty: 3141.261719
	Iteration 18Q: 3 clusters Score -1994550 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1994672.500000 Penalty: 3141.261719
	Iteration 19Q: 3 clusters Score -1994672 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1994786.750000 Penalty: 3141.261719
	Iteration 20F: 3 clusters Score -1994787 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1994915.750000 Penalty: 3141.261719
	Iteration 21Q: 3 clusters Score -1994916 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1995028.500000 Penalty: 3141.261719
	Iteration 22Q: 3 clusters Score -1995028 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1995123.000000 Penalty: 3141.261719
	Iteration 23Q: 3 clusters Score -1995123 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1995206.125000 Penalty: 3141.261719
	Iteration 24Q: 3 clusters Score -1995206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1995284.125000 Penalty: 3141.261719
	Iteration 25Q: 3 clusters Score -1995284 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1995370.625000 Penalty: 3141.261719
	Iteration 26Q: 3 clusters Score -1995371 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1995465.750000 Penalty: 3141.261719
	Iteration 27Q: 3 clusters Score -1995466 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1995517.625000 Penalty: 3141.261719
	Iteration 28Q: 3 clusters Score -1995518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1995574.500000 Penalty: 3141.261719
	Iteration 29Q: 3 clusters Score -1995574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1995615.375000 Penalty: 3141.261719
	Iteration 30Q: 3 clusters Score -1995615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1995640.375000 Penalty: 3141.261719
	Iteration 31Q: 3 clusters Score -1995640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1995657.250000 Penalty: 3141.261719
	Iteration 32Q: 3 clusters Score -1995657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1995667.500000 Penalty: 3141.261719
	Iteration 33Q: 3 clusters Score -1995668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1995671.750000 Penalty: 3141.261719
	Iteration 34Q: 3 clusters Score -1995672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1995678.875000 Penalty: 3141.261719
	Iteration 35Q: 3 clusters Score -1995679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1995686.500000 Penalty: 3141.261719
	Iteration 36Q: 3 clusters Score -1995686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1995686.000000 Penalty: 3141.261719
	Iteration 37Q: 3 clusters Score -1995686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1995683.000000 Penalty: 3141.261719
	Iteration 38Q: 3 clusters Score -1995683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1995686.750000 Penalty: 3141.261719
	Iteration 39Q: 3 clusters Score -1995687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1995685.250000 Penalty: 3141.261719
	Iteration 40F: 3 clusters Score -1995685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1995690.250000 Penalty: 3141.261719
	Iteration 41Q: 3 clusters Score -1995690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1995691.750000 Penalty: 3141.261719
	Iteration 42Q: 3 clusters Score -1995692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1995693.625000 Penalty: 3141.261719
	Iteration 43Q: 3 clusters Score -1995694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1995695.250000 Penalty: 3141.261719
	Iteration 44Q: 3 clusters Score -1995695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1995695.625000 Penalty: 3141.261719
	Iteration 45Q: 3 clusters Score -1995696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1995696.250000 Penalty: 3141.261719
	Iteration 46Q: 3 clusters Score -1995696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1995697.250000 Penalty: 3141.261719
	Iteration 47Q: 3 clusters Score -1995697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1995698.625000 Penalty: 3141.261719
	Iteration 48Q: 3 clusters Score -1995699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1995699.375000 Penalty: 3141.261719
	Iteration 49Q: 3 clusters Score -1995699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1995697.250000 Penalty: 3141.261719
	Iteration 50Q: 3 clusters Score -1995697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1995698.375000 Penalty: 3141.261719
	Iteration 51Q: 3 clusters Score -1995698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1995700.250000 Penalty: 3141.261719
	Iteration 52Q: 3 clusters Score -1995700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1995699.000000 Penalty: 3141.261719
	Iteration 53Q: 3 clusters Score -1995699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1995699.000000 Penalty: 3141.261719
	Iteration 54F: 3 clusters Score -1995699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -677197.250000 Penalty: 1392.188843
	Iteration 0F: 2 clusters Score -677197.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -673105.437500 Penalty: 2784.377686
	Iteration 0F: 3 clusters Score -673105.4 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -674180.000000 Penalty: 2784.377686
	Iteration 1F: 3 clusters Score -674180 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -674353.187500 Penalty: 2784.377686
	Iteration 2F: 3 clusters Score -674353.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -674499.250000 Penalty: 2784.377686
	Iteration 3Q: 3 clusters Score -674499.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -674617.812500 Penalty: 2784.377686
	Iteration 4Q: 3 clusters Score -674617.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -674750.437500 Penalty: 2784.377686
	Iteration 5Q: 3 clusters Score -674750.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -674872.312500 Penalty: 2784.377686
	Iteration 6Q: 3 clusters Score -674872.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -674992.812500 Penalty: 2784.377686
	Iteration 7Q: 3 clusters Score -674992.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -675104.500000 Penalty: 2784.377686
	Iteration 8Q: 3 clusters Score -675104.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -675206.312500 Penalty: 2784.377686
	Iteration 9Q: 3 clusters Score -675206.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -675327.750000 Penalty: 2784.377686
	Iteration 10Q: 3 clusters Score -675327.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -675441.125000 Penalty: 2784.377686
	Iteration 11Q: 3 clusters Score -675441.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -675551.812500 Penalty: 2784.377686
	Iteration 12Q: 3 clusters Score -675551.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -675631.000000 Penalty: 2784.377686
	Iteration 13Q: 3 clusters Score -675631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -675680.062500 Penalty: 2784.377686
	Iteration 14Q: 3 clusters Score -675680.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -675714.687500 Penalty: 2784.377686
	Iteration 15Q: 3 clusters Score -675714.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -675743.312500 Penalty: 2784.377686
	Iteration 16Q: 3 clusters Score -675743.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -675763.562500 Penalty: 2784.377686
	Iteration 17Q: 3 clusters Score -675763.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -675780.687500 Penalty: 2784.377686
	Iteration 18Q: 3 clusters Score -675780.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -675799.812500 Penalty: 2784.377686
	Iteration 19Q: 3 clusters Score -675799.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -675820.375000 Penalty: 2784.377686
	Iteration 20F: 3 clusters Score -675820.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -675842.750000 Penalty: 2784.377686
	Iteration 21Q: 3 clusters Score -675842.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -675862.750000 Penalty: 2784.377686
	Iteration 22Q: 3 clusters Score -675862.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -675886.312500 Penalty: 2784.377686
	Iteration 23Q: 3 clusters Score -675886.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -675899.687500 Penalty: 2784.377686
	Iteration 24Q: 3 clusters Score -675899.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -675913.250000 Penalty: 2784.377686
	Iteration 25Q: 3 clusters Score -675913.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -675921.187500 Penalty: 2784.377686
	Iteration 26Q: 3 clusters Score -675921.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -675930.937500 Penalty: 2784.377686
	Iteration 27Q: 3 clusters Score -675930.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -675939.312500 Penalty: 2784.377686
	Iteration 28Q: 3 clusters Score -675939.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -675945.562500 Penalty: 2784.377686
	Iteration 29Q: 3 clusters Score -675945.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -675955.187500 Penalty: 2784.377686
	Iteration 30Q: 3 clusters Score -675955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -675960.062500 Penalty: 2784.377686
	Iteration 31Q: 3 clusters Score -675960.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -675967.375000 Penalty: 2784.377686
	Iteration 32Q: 3 clusters Score -675967.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -675969.500000 Penalty: 2784.377686
	Iteration 33Q: 3 clusters Score -675969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -675971.062500 Penalty: 2784.377686
	Iteration 34Q: 3 clusters Score -675971.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -675971.437500 Penalty: 2784.377686
	Iteration 35Q: 3 clusters Score -675971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -675972.187500 Penalty: 2784.377686
	Iteration 36Q: 3 clusters Score -675972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -675972.875000 Penalty: 2784.377686
	Iteration 37Q: 3 clusters Score -675972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -675973.312500 Penalty: 2784.377686
	Iteration 38Q: 3 clusters Score -675973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -675976.375000 Penalty: 2784.377686
	Iteration 39Q: 3 clusters Score -675976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -675979.562500 Penalty: 2784.377686
	Iteration 40F: 3 clusters Score -675979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -675980.937500 Penalty: 2784.377686
	Iteration 41Q: 3 clusters Score -675980.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -675984.750000 Penalty: 2784.377686
	Iteration 42Q: 3 clusters Score -675984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -675985.437500 Penalty: 2784.377686
	Iteration 43Q: 3 clusters Score -675985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -675987.125000 Penalty: 2784.377686
	Iteration 44Q: 3 clusters Score -675987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -675989.187500 Penalty: 2784.377686
	Iteration 45Q: 3 clusters Score -675989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -675990.062500 Penalty: 2784.377686
	Iteration 46Q: 3 clusters Score -675990.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -675990.937500 Penalty: 2784.377686
	Iteration 47Q: 3 clusters Score -675990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -675992.312500 Penalty: 2784.377686
	Iteration 48Q: 3 clusters Score -675992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -675993.187500 Penalty: 2784.377686
	Iteration 49Q: 3 clusters Score -675993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -675994.375000 Penalty: 2784.377686
	Iteration 50Q: 3 clusters Score -675994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -675994.312500 Penalty: 2784.377686
	Iteration 51Q: 3 clusters Score -675994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -675993.375000 Penalty: 2784.377686
	Iteration 52Q: 3 clusters Score -675993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -675994.375000 Penalty: 2784.377686
	Iteration 53Q: 3 clusters Score -675994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -675995.437500 Penalty: 2784.377686
	Iteration 54Q: 3 clusters Score -675995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -675996.437500 Penalty: 2784.377686
	Iteration 55Q: 3 clusters Score -675996.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -675996.437500 Penalty: 2784.377686
	Iteration 56F: 3 clusters Score -675996.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Entering Unmasked Estep 
Score: -1887263.000000 Penalty: 1565.680054
	Iteration 0F: 2 clusters Score -1887263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1876658.000000 Penalty: 3131.360107
	Iteration 0F: 3 clusters Score -1876658 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1880237.750000 Penalty: 3131.360107
	Iteration 1F: 3 clusters Score -1880238 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1880478.875000 Penalty: 3131.360107
	Iteration 2F: 3 clusters Score -1880479 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1880674.250000 Penalty: 3131.360107
	Iteration 3Q: 3 clusters Score -1880674 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1880870.125000 Penalty: 3131.360107
	Iteration 4Q: 3 clusters Score -1880870 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1881078.625000 Penalty: 3131.360107
	Iteration 5Q: 3 clusters Score -1881079 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1881362.750000 Penalty: 3131.360107
	Iteration 6Q: 3 clusters Score -1881363 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1881767.875000 Penalty: 3131.360107
	Iteration 7Q: 3 clusters Score -1881768 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1882336.625000 Penalty: 3131.360107
	Iteration 8F: 3 clusters Score -1882337 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1883073.500000 Penalty: 3131.360107
	Iteration 9F: 3 clusters Score -1883074 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1883891.375000 Penalty: 3131.360107
	Iteration 10F: 3 clusters Score -1883891 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1884673.375000 Penalty: 3131.360107
	Iteration 11F: 3 clusters Score -1884673 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1885251.000000 Penalty: 3131.360107
	Iteration 12Q: 3 clusters Score -1885251 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1885555.875000 Penalty: 3131.360107
	Iteration 13Q: 3 clusters Score -1885556 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1885700.125000 Penalty: 3131.360107
	Iteration 14Q: 3 clusters Score -1885700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1885777.625000 Penalty: 3131.360107
	Iteration 15Q: 3 clusters Score -1885778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1885808.375000 Penalty: 3131.360107
	Iteration 16Q: 3 clusters Score -1885808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1885833.250000 Penalty: 3131.360107
	Iteration 17Q: 3 clusters Score -1885833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1885844.125000 Penalty: 3131.360107
	Iteration 18Q: 3 clusters Score -1885844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1885847.375000 Penalty: 3131.360107
	Iteration 19Q: 3 clusters Score -1885847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1885848.000000 Penalty: 3131.360107
	Iteration 20F: 3 clusters Score -1885848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1885851.125000 Penalty: 3131.360107
	Iteration 21Q: 3 clusters Score -1885851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1885855.750000 Penalty: 3131.360107
	Iteration 22Q: 3 clusters Score -1885856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1885857.250000 Penalty: 3131.360107
	Iteration 23Q: 3 clusters Score -1885857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1885857.250000 Penalty: 3131.360107
	Iteration 24F: 3 clusters Score -1885857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Entering Unmasked Estep 
Score: -9447360.000000 Penalty: 1824.545654
	Iteration 0F: 2 clusters Score -9447360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -9398876.000000 Penalty: 3649.091309
	Iteration 0F: 3 clusters Score -9398876 nChanged 35681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -9419724.000000 Penalty: 3649.091309
	Iteration 1F: 3 clusters Score -9419724 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -9420901.000000 Penalty: 3649.091309
	Iteration 2Q: 3 clusters Score -9420901 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -9422689.000000 Penalty: 3649.091309
	Iteration 3F: 3 clusters Score -9422689 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -9425927.000000 Penalty: 3649.091309
	Iteration 4F: 3 clusters Score -9425927 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -9431292.000000 Penalty: 3649.091309
	Iteration 5F: 3 clusters Score -9431292 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -9438063.000000 Penalty: 3649.091309
	Iteration 6F: 3 clusters Score -9438063 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -9443183.000000 Penalty: 3649.091309
	Iteration 7F: 3 clusters Score -9443183 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9445172.000000 Penalty: 3649.091309
	Iteration 8Q: 3 clusters Score -9445172 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9445588.000000 Penalty: 3649.091309
	Iteration 9Q: 3 clusters Score -9445588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9445689.000000 Penalty: 3649.091309
	Iteration 10Q: 3 clusters Score -9445689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9445736.000000 Penalty: 3649.091309
	Iteration 11Q: 3 clusters Score -9445736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9445755.000000 Penalty: 3649.091309
	Iteration 12Q: 3 clusters Score -9445755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9445776.000000 Penalty: 3649.091309
	Iteration 13Q: 3 clusters Score -9445776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9445778.000000 Penalty: 3649.091309
	Iteration 14Q: 3 clusters Score -9445778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9445791.000000 Penalty: 3649.091309
	Iteration 15Q: 3 clusters Score -9445791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9445807.000000 Penalty: 3649.091309
	Iteration 16Q: 3 clusters Score -9445807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9445806.000000 Penalty: 3649.091309
	Iteration 17Q: 3 clusters Score -9445806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9445806.000000 Penalty: 3649.091309
	Iteration 18Q: 3 clusters Score -9445806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9445806.000000 Penalty: 3649.091309
	Iteration 19F: 3 clusters Score -9445806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -713765.125000 Penalty: 1401.761963
	Iteration 0F: 2 clusters Score -713765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -709370.875000 Penalty: 2803.523926
	Iteration 0F: 3 clusters Score -709370.9 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -710597.250000 Penalty: 2803.523926
	Iteration 1F: 3 clusters Score -710597.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -710805.187500 Penalty: 2803.523926
	Iteration 2F: 3 clusters Score -710805.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -710947.875000 Penalty: 2803.523926
	Iteration 3F: 3 clusters Score -710947.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -711068.750000 Penalty: 2803.523926
	Iteration 4Q: 3 clusters Score -711068.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -711220.312500 Penalty: 2803.523926
	Iteration 5Q: 3 clusters Score -711220.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -711405.000000 Penalty: 2803.523926
	Iteration 6Q: 3 clusters Score -711405 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -711694.562500 Penalty: 2803.523926
	Iteration 7Q: 3 clusters Score -711694.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -712079.687500 Penalty: 2803.523926
	Iteration 8F: 3 clusters Score -712079.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -712447.000000 Penalty: 2803.523926
	Iteration 9F: 3 clusters Score -712447 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -712706.812500 Penalty: 2803.523926
	Iteration 10F: 3 clusters Score -712706.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -712920.625000 Penalty: 2803.523926
	Iteration 11Q: 3 clusters Score -712920.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -713056.937500 Penalty: 2803.523926
	Iteration 12Q: 3 clusters Score -713056.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -713150.562500 Penalty: 2803.523926
	Iteration 13Q: 3 clusters Score -713150.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -713232.937500 Penalty: 2803.523926
	Iteration 14Q: 3 clusters Score -713232.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -713285.312500 Penalty: 2803.523926
	Iteration 15Q: 3 clusters Score -713285.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -713316.062500 Penalty: 2803.523926
	Iteration 16Q: 3 clusters Score -713316.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -713341.125000 Penalty: 2803.523926
	Iteration 17Q: 3 clusters Score -713341.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -713364.625000 Penalty: 2803.523926
	Iteration 18Q: 3 clusters Score -713364.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -713376.187500 Penalty: 2803.523926
	Iteration 19Q: 3 clusters Score -713376.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -713384.500000 Penalty: 2803.523926
	Iteration 20F: 3 clusters Score -713384.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -713391.875000 Penalty: 2803.523926
	Iteration 21Q: 3 clusters Score -713391.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -713392.562500 Penalty: 2803.523926
	Iteration 22Q: 3 clusters Score -713392.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -713395.875000 Penalty: 2803.523926
	Iteration 23Q: 3 clusters Score -713395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -713398.250000 Penalty: 2803.523926
	Iteration 24Q: 3 clusters Score -713398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -713398.687500 Penalty: 2803.523926
	Iteration 25Q: 3 clusters Score -713398.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -713401.125000 Penalty: 2803.523926
	Iteration 26Q: 3 clusters Score -713401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -713401.125000 Penalty: 2803.523926
	Iteration 27F: 3 clusters Score -713401.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Entering Unmasked Estep 
Score: -4608753.000000 Penalty: 1706.265625
	Iteration 0F: 2 clusters Score -4608753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -4584334.000000 Penalty: 3412.531250
	Iteration 0F: 3 clusters Score -4584334 nChanged 16854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -4593912.000000 Penalty: 3412.531250
	Iteration 1F: 3 clusters Score -4593912 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4594493.000000 Penalty: 3412.531250
	Iteration 2Q: 3 clusters Score -4594493 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -4595233.000000 Penalty: 3412.531250
	Iteration 3Q: 3 clusters Score -4595233 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -4596367.500000 Penalty: 3412.531250
	Iteration 4F: 3 clusters Score -4596368 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4598100.000000 Penalty: 3412.531250
	Iteration 5F: 3 clusters Score -4598100 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4600627.000000 Penalty: 3412.531250
	Iteration 6F: 3 clusters Score -4600627 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4603519.000000 Penalty: 3412.531250
	Iteration 7F: 3 clusters Score -4603519 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4605798.500000 Penalty: 3412.531250
	Iteration 8F: 3 clusters Score -4605798 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4606900.500000 Penalty: 3412.531250
	Iteration 9Q: 3 clusters Score -4606900 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -4607333.000000 Penalty: 3412.531250
	Iteration 10Q: 3 clusters Score -4607333 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -4607473.500000 Penalty: 3412.531250
	Iteration 11Q: 3 clusters Score -4607474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4607538.500000 Penalty: 3412.531250
	Iteration 12Q: 3 clusters Score -4607538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4607568.500000 Penalty: 3412.531250
	Iteration 13Q: 3 clusters Score -4607568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4607591.500000 Penalty: 3412.531250
	Iteration 14Q: 3 clusters Score -4607592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4607607.000000 Penalty: 3412.531250
	Iteration 15Q: 3 clusters Score -4607607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4607613.500000 Penalty: 3412.531250
	Iteration 16Q: 3 clusters Score -4607614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4607618.500000 Penalty: 3412.531250
	Iteration 17Q: 3 clusters Score -4607618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4607625.500000 Penalty: 3412.531250
	Iteration 18Q: 3 clusters Score -4607626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4607627.000000 Penalty: 3412.531250
	Iteration 19Q: 3 clusters Score -4607627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4607630.000000 Penalty: 3412.531250
	Iteration 20F: 3 clusters Score -4607630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4607631.500000 Penalty: 3412.531250
	Iteration 21Q: 3 clusters Score -4607632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4607636.500000 Penalty: 3412.531250
	Iteration 22Q: 3 clusters Score -4607636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4607636.000000 Penalty: 3412.531250
	Iteration 23Q: 3 clusters Score -4607636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4607634.500000 Penalty: 3412.531250
	Iteration 24Q: 3 clusters Score -4607634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4607641.000000 Penalty: 3412.531250
	Iteration 25Q: 3 clusters Score -4607641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4607642.500000 Penalty: 3412.531250
	Iteration 26Q: 3 clusters Score -4607642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4607642.500000 Penalty: 3412.531250
	Iteration 27Q: 3 clusters Score -4607642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4607640.500000 Penalty: 3412.531250
	Iteration 28Q: 3 clusters Score -4607640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4607640.500000 Penalty: 3412.531250
	Iteration 29F: 3 clusters Score -4607640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -15168.357422 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -15168.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14544.634766 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -14544.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14698.960938 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -14698.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14759.004883 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -14759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14788.325195 Penalty: 1706.988892
	Iteration 3Q: 3 clusters Score -14788.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14834.844727 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -14834.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14838.606445 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -14838.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14838.606445 Penalty: 1706.988892
	Iteration 6F: 3 clusters Score -14838.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68978 members 
Mstep: Class 4 contains 37899 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46746 members 
Mstep: Class 9 contains 58914 members 
Mstep: Class 10 contains 57999 members 
Mstep: Class 11 contains 15763 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75205 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36319 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808732.000000 Penalty: 36390.246094
Iteration 359Q: 18 clusters Score -6.580873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68978 members 
Mstep: Class 4 contains 37899 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46749 members 
Mstep: Class 9 contains 58914 members 
Mstep: Class 10 contains 57998 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75205 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36319 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808732.000000 Penalty: 36390.246094
Iteration 360F: 18 clusters Score -6.580873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68975 members 
Mstep: Class 4 contains 37899 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46751 members 
Mstep: Class 9 contains 58913 members 
Mstep: Class 10 contains 57999 members 
Mstep: Class 11 contains 15760 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75207 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36319 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808744.000000 Penalty: 36390.246094
Iteration 361Q: 18 clusters Score -6.580874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68974 members 
Mstep: Class 4 contains 37900 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46749 members 
Mstep: Class 9 contains 58913 members 
Mstep: Class 10 contains 58002 members 
Mstep: Class 11 contains 15758 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75207 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36320 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808732.000000 Penalty: 36390.246094
Iteration 362Q: 18 clusters Score -6.580873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68974 members 
Mstep: Class 4 contains 37901 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46748 members 
Mstep: Class 9 contains 58912 members 
Mstep: Class 10 contains 58004 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75207 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36320 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808740.000000 Penalty: 36390.246094
Iteration 363Q: 18 clusters Score -6.580874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68972 members 
Mstep: Class 4 contains 37902 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46747 members 
Mstep: Class 9 contains 58911 members 
Mstep: Class 10 contains 58007 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75206 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36320 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808748.000000 Penalty: 36390.246094
Iteration 364Q: 18 clusters Score -6.580875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68972 members 
Mstep: Class 4 contains 37903 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46747 members 
Mstep: Class 9 contains 58911 members 
Mstep: Class 10 contains 58007 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75205 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36320 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808748.000000 Penalty: 36390.246094
Iteration 365Q: 18 clusters Score -6.580875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 68972 members 
Mstep: Class 4 contains 37903 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 46747 members 
Mstep: Class 9 contains 58911 members 
Mstep: Class 10 contains 58007 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 15290 members 
Mstep: Class 15 contains 75205 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 21 contains 36320 members 
Mstep: Class 24 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -65808748.000000 Penalty: 36390.246094
Iteration 366F: 18 clusters Score -6.580875e+07 nChanged 0
Entering ConstructFrom: 
Score: -65808748.000000 Penalty: 36390.246094
Entering ConstructFrom: 
Trying to split cluster 1 (82233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Entering Unmasked Estep 
Score: -10531145.000000 Penalty: 1839.063232
	Iteration 0F: 2 clusters Score -1.053114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -10481103.000000 Penalty: 3678.126465
	Iteration 0F: 3 clusters Score -1.04811e+07 nChanged 39302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -10503786.000000 Penalty: 3678.126465
	Iteration 1F: 3 clusters Score -1.050379e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -10504161.000000 Penalty: 3678.126465
	Iteration 2Q: 3 clusters Score -1.050416e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -10504532.000000 Penalty: 3678.126465
	Iteration 3Q: 3 clusters Score -1.050453e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -10504902.000000 Penalty: 3678.126465
	Iteration 4Q: 3 clusters Score -1.05049e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -10505214.000000 Penalty: 3678.126465
	Iteration 5Q: 3 clusters Score -1.050521e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -10505467.000000 Penalty: 3678.126465
	Iteration 6Q: 3 clusters Score -1.050547e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -10505925.000000 Penalty: 3678.126465
	Iteration 7Q: 3 clusters Score -1.050592e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -10506280.000000 Penalty: 3678.126465
	Iteration 8Q: 3 clusters Score -1.050628e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -10506929.000000 Penalty: 3678.126465
	Iteration 9Q: 3 clusters Score -1.050693e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -10507671.000000 Penalty: 3678.126465
	Iteration 10Q: 3 clusters Score -1.050767e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -10508595.000000 Penalty: 3678.126465
	Iteration 11Q: 3 clusters Score -1.05086e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -10509880.000000 Penalty: 3678.126465
	Iteration 12Q: 3 clusters Score -1.050988e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -10511807.000000 Penalty: 3678.126465
	Iteration 13Q: 3 clusters Score -1.051181e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -10514438.000000 Penalty: 3678.126465
	Iteration 14F: 3 clusters Score -1.051444e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -10517373.000000 Penalty: 3678.126465
	Iteration 15F: 3 clusters Score -1.051737e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -10519571.000000 Penalty: 3678.126465
	Iteration 16Q: 3 clusters Score -1.051957e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -10520539.000000 Penalty: 3678.126465
	Iteration 17Q: 3 clusters Score -1.052054e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -10520850.000000 Penalty: 3678.126465
	Iteration 18Q: 3 clusters Score -1.052085e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -10521000.000000 Penalty: 3678.126465
	Iteration 19Q: 3 clusters Score -1.0521e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -10521029.000000 Penalty: 3678.126465
	Iteration 20F: 3 clusters Score -1.052103e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -10521137.000000 Penalty: 3678.126465
	Iteration 21Q: 3 clusters Score -1.052114e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -10521184.000000 Penalty: 3678.126465
	Iteration 22Q: 3 clusters Score -1.052118e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -10521314.000000 Penalty: 3678.126465
	Iteration 23Q: 3 clusters Score -1.052131e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -10521414.000000 Penalty: 3678.126465
	Iteration 24Q: 3 clusters Score -1.052141e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -10521464.000000 Penalty: 3678.126465
	Iteration 25Q: 3 clusters Score -1.052146e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -10521548.000000 Penalty: 3678.126465
	Iteration 26Q: 3 clusters Score -1.052155e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -10521600.000000 Penalty: 3678.126465
	Iteration 27Q: 3 clusters Score -1.05216e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -10521681.000000 Penalty: 3678.126465
	Iteration 28Q: 3 clusters Score -1.052168e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -10521758.000000 Penalty: 3678.126465
	Iteration 29Q: 3 clusters Score -1.052176e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -10521807.000000 Penalty: 3678.126465
	Iteration 30Q: 3 clusters Score -1.052181e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -10521856.000000 Penalty: 3678.126465
	Iteration 31Q: 3 clusters Score -1.052186e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -10521877.000000 Penalty: 3678.126465
	Iteration 32Q: 3 clusters Score -1.052188e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -10521920.000000 Penalty: 3678.126465
	Iteration 33Q: 3 clusters Score -1.052192e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -10521954.000000 Penalty: 3678.126465
	Iteration 34Q: 3 clusters Score -1.052195e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -10522001.000000 Penalty: 3678.126465
	Iteration 35Q: 3 clusters Score -1.0522e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -10522057.000000 Penalty: 3678.126465
	Iteration 36Q: 3 clusters Score -1.052206e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -10522099.000000 Penalty: 3678.126465
	Iteration 37Q: 3 clusters Score -1.05221e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -10522173.000000 Penalty: 3678.126465
	Iteration 38Q: 3 clusters Score -1.052217e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -10522199.000000 Penalty: 3678.126465
	Iteration 39Q: 3 clusters Score -1.05222e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -10522166.000000 Penalty: 3678.126465
	Iteration 40F: 3 clusters Score -1.052217e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -10522193.000000 Penalty: 3678.126465
	Iteration 41Q: 3 clusters Score -1.052219e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -10522245.000000 Penalty: 3678.126465
	Iteration 42Q: 3 clusters Score -1.052224e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -10522242.000000 Penalty: 3678.126465
	Iteration 43Q: 3 clusters Score -1.052224e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -10522214.000000 Penalty: 3678.126465
	Iteration 44Q: 3 clusters Score -1.052221e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -10522222.000000 Penalty: 3678.126465
	Iteration 45Q: 3 clusters Score -1.052222e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -10522229.000000 Penalty: 3678.126465
	Iteration 46Q: 3 clusters Score -1.052223e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -10522201.000000 Penalty: 3678.126465
	Iteration 47Q: 3 clusters Score -1.05222e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -10522182.000000 Penalty: 3678.126465
	Iteration 48Q: 3 clusters Score -1.052218e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -10522144.000000 Penalty: 3678.126465
	Iteration 49Q: 3 clusters Score -1.052214e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -10522186.000000 Penalty: 3678.126465
	Iteration 50Q: 3 clusters Score -1.052219e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -10522132.000000 Penalty: 3678.126465
	Iteration 51Q: 3 clusters Score -1.052213e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -10522164.000000 Penalty: 3678.126465
	Iteration 52Q: 3 clusters Score -1.052216e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -10522177.000000 Penalty: 3678.126465
	Iteration 53Q: 3 clusters Score -1.052218e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -10522191.000000 Penalty: 3678.126465
	Iteration 54Q: 3 clusters Score -1.052219e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -10522203.000000 Penalty: 3678.126465
	Iteration 55Q: 3 clusters Score -1.05222e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -10522210.000000 Penalty: 3678.126465
	Iteration 56Q: 3 clusters Score -1.052221e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -10522222.000000 Penalty: 3678.126465
	Iteration 57Q: 3 clusters Score -1.052222e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -10522208.000000 Penalty: 3678.126465
	Iteration 58Q: 3 clusters Score -1.052221e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -10522258.000000 Penalty: 3678.126465
	Iteration 59Q: 3 clusters Score -1.052226e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -10522335.000000 Penalty: 3678.126465
	Iteration 60F: 3 clusters Score -1.052234e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -10522375.000000 Penalty: 3678.126465
	Iteration 61Q: 3 clusters Score -1.052238e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -10522449.000000 Penalty: 3678.126465
	Iteration 62Q: 3 clusters Score -1.052245e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -10522478.000000 Penalty: 3678.126465
	Iteration 63Q: 3 clusters Score -1.052248e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -10522480.000000 Penalty: 3678.126465
	Iteration 64Q: 3 clusters Score -1.052248e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -10522509.000000 Penalty: 3678.126465
	Iteration 65Q: 3 clusters Score -1.052251e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -10522621.000000 Penalty: 3678.126465
	Iteration 66Q: 3 clusters Score -1.052262e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -10522581.000000 Penalty: 3678.126465
	Iteration 67Q: 3 clusters Score -1.052258e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -10522658.000000 Penalty: 3678.126465
	Iteration 68Q: 3 clusters Score -1.052266e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -10522743.000000 Penalty: 3678.126465
	Iteration 69Q: 3 clusters Score -1.052274e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -10522845.000000 Penalty: 3678.126465
	Iteration 70Q: 3 clusters Score -1.052284e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -10522889.000000 Penalty: 3678.126465
	Iteration 71Q: 3 clusters Score -1.052289e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -10523025.000000 Penalty: 3678.126465
	Iteration 72Q: 3 clusters Score -1.052302e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -10523123.000000 Penalty: 3678.126465
	Iteration 73Q: 3 clusters Score -1.052312e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -10523309.000000 Penalty: 3678.126465
	Iteration 74Q: 3 clusters Score -1.052331e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -10523528.000000 Penalty: 3678.126465
	Iteration 75Q: 3 clusters Score -1.052353e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -10523857.000000 Penalty: 3678.126465
	Iteration 76Q: 3 clusters Score -1.052386e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -10524088.000000 Penalty: 3678.126465
	Iteration 77Q: 3 clusters Score -1.052409e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -10524347.000000 Penalty: 3678.126465
	Iteration 78Q: 3 clusters Score -1.052435e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -10524651.000000 Penalty: 3678.126465
	Iteration 79Q: 3 clusters Score -1.052465e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -10525291.000000 Penalty: 3678.126465
	Iteration 80F: 3 clusters Score -1.052529e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -10525976.000000 Penalty: 3678.126465
	Iteration 81Q: 3 clusters Score -1.052598e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -10527012.000000 Penalty: 3678.126465
	Iteration 82Q: 3 clusters Score -1.052701e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -10527986.000000 Penalty: 3678.126465
	Iteration 83Q: 3 clusters Score -1.052799e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -10528677.000000 Penalty: 3678.126465
	Iteration 84Q: 3 clusters Score -1.052868e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -10529291.000000 Penalty: 3678.126465
	Iteration 85Q: 3 clusters Score -1.052929e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -10529560.000000 Penalty: 3678.126465
	Iteration 86Q: 3 clusters Score -1.052956e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -10529789.000000 Penalty: 3678.126465
	Iteration 87Q: 3 clusters Score -1.052979e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -10529878.000000 Penalty: 3678.126465
	Iteration 88Q: 3 clusters Score -1.052988e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -10529869.000000 Penalty: 3678.126465
	Iteration 89Q: 3 clusters Score -1.052987e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -10529894.000000 Penalty: 3678.126465
	Iteration 90Q: 3 clusters Score -1.052989e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -10529875.000000 Penalty: 3678.126465
	Iteration 91Q: 3 clusters Score -1.052988e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -10529870.000000 Penalty: 3678.126465
	Iteration 92Q: 3 clusters Score -1.052987e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -10529880.000000 Penalty: 3678.126465
	Iteration 93Q: 3 clusters Score -1.052988e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -10529839.000000 Penalty: 3678.126465
	Iteration 94Q: 3 clusters Score -1.052984e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -10529832.000000 Penalty: 3678.126465
	Iteration 95Q: 3 clusters Score -1.052983e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -10529846.000000 Penalty: 3678.126465
	Iteration 96Q: 3 clusters Score -1.052985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -10529832.000000 Penalty: 3678.126465
	Iteration 97Q: 3 clusters Score -1.052983e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -10529854.000000 Penalty: 3678.126465
	Iteration 98Q: 3 clusters Score -1.052985e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -10529873.000000 Penalty: 3678.126465
	Iteration 99Q: 3 clusters Score -1.052987e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 81497 members 
Entering Unmasked Estep 
Score: -10529873.000000 Penalty: 3678.126465
	Iteration 100F: 3 clusters Score -1.052987e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -10529891.000000 Penalty: 3678.126465
	Iteration 101Q: 3 clusters Score -1.052989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -10529895.000000 Penalty: 3678.126465
	Iteration 102Q: 3 clusters Score -1.05299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -10529898.000000 Penalty: 3678.126465
	Iteration 103Q: 3 clusters Score -1.05299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -10529903.000000 Penalty: 3678.126465
	Iteration 104Q: 3 clusters Score -1.05299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
Score: -10529908.000000 Penalty: 3678.126465
	Iteration 105Q: 3 clusters Score -1.052991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -10529909.000000 Penalty: 3678.126465
	Iteration 106Q: 3 clusters Score -1.052991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -10529916.000000 Penalty: 3678.126465
	Iteration 107Q: 3 clusters Score -1.052992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -10529915.000000 Penalty: 3678.126465
	Iteration 108Q: 3 clusters Score -1.052992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -10529900.000000 Penalty: 3678.126465
	Iteration 109Q: 3 clusters Score -1.05299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -10529906.000000 Penalty: 3678.126465
	Iteration 110Q: 3 clusters Score -1.052991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -10529910.000000 Penalty: 3678.126465
	Iteration 111Q: 3 clusters Score -1.052991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 81635 members 
Entering Unmasked Estep 
Score: -10529904.000000 Penalty: 3678.126465
	Iteration 112Q: 3 clusters Score -1.05299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 81635 members 
Entering Unmasked Estep 
Score: -10529904.000000 Penalty: 3678.126465
	Iteration 113F: 3 clusters Score -1.05299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Entering Unmasked Estep 
Score: -1201975.875000 Penalty: 1485.758789
	Iteration 0F: 2 clusters Score -1201976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1195222.125000 Penalty: 2971.517578
	Iteration 0F: 3 clusters Score -1195222 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1197519.125000 Penalty: 2971.517578
	Iteration 1F: 3 clusters Score -1197519 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1197821.875000 Penalty: 2971.517578
	Iteration 2F: 3 clusters Score -1197822 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1198099.000000 Penalty: 2971.517578
	Iteration 3F: 3 clusters Score -1198099 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1198348.875000 Penalty: 2971.517578
	Iteration 4Q: 3 clusters Score -1198349 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1198575.375000 Penalty: 2971.517578
	Iteration 5Q: 3 clusters Score -1198575 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1198806.625000 Penalty: 2971.517578
	Iteration 6Q: 3 clusters Score -1198807 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1199046.125000 Penalty: 2971.517578
	Iteration 7Q: 3 clusters Score -1199046 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1199277.375000 Penalty: 2971.517578
	Iteration 8Q: 3 clusters Score -1199277 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1199491.500000 Penalty: 2971.517578
	Iteration 9Q: 3 clusters Score -1199492 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1199665.000000 Penalty: 2971.517578
	Iteration 10Q: 3 clusters Score -1199665 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1199835.125000 Penalty: 2971.517578
	Iteration 11Q: 3 clusters Score -1199835 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1199955.125000 Penalty: 2971.517578
	Iteration 12Q: 3 clusters Score -1199955 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1200061.125000 Penalty: 2971.517578
	Iteration 13Q: 3 clusters Score -1200061 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1200151.750000 Penalty: 2971.517578
	Iteration 14Q: 3 clusters Score -1200152 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1200219.000000 Penalty: 2971.517578
	Iteration 15Q: 3 clusters Score -1200219 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1200278.750000 Penalty: 2971.517578
	Iteration 16Q: 3 clusters Score -1200279 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1200329.375000 Penalty: 2971.517578
	Iteration 17Q: 3 clusters Score -1200329 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1200360.875000 Penalty: 2971.517578
	Iteration 18Q: 3 clusters Score -1200361 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1200386.250000 Penalty: 2971.517578
	Iteration 19Q: 3 clusters Score -1200386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1200410.125000 Penalty: 2971.517578
	Iteration 20F: 3 clusters Score -1200410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1200428.000000 Penalty: 2971.517578
	Iteration 21Q: 3 clusters Score -1200428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1200451.875000 Penalty: 2971.517578
	Iteration 22Q: 3 clusters Score -1200452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1200468.125000 Penalty: 2971.517578
	Iteration 23Q: 3 clusters Score -1200468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1200483.000000 Penalty: 2971.517578
	Iteration 24Q: 3 clusters Score -1200483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1200499.750000 Penalty: 2971.517578
	Iteration 25Q: 3 clusters Score -1200500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1200517.750000 Penalty: 2971.517578
	Iteration 26Q: 3 clusters Score -1200518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1200535.875000 Penalty: 2971.517578
	Iteration 27Q: 3 clusters Score -1200536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1200548.125000 Penalty: 2971.517578
	Iteration 28Q: 3 clusters Score -1200548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1200553.625000 Penalty: 2971.517578
	Iteration 29Q: 3 clusters Score -1200554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1200566.000000 Penalty: 2971.517578
	Iteration 30Q: 3 clusters Score -1200566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1200575.000000 Penalty: 2971.517578
	Iteration 31Q: 3 clusters Score -1200575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1200579.625000 Penalty: 2971.517578
	Iteration 32Q: 3 clusters Score -1200580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1200582.500000 Penalty: 2971.517578
	Iteration 33Q: 3 clusters Score -1200582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1200590.125000 Penalty: 2971.517578
	Iteration 34Q: 3 clusters Score -1200590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1200597.500000 Penalty: 2971.517578
	Iteration 35Q: 3 clusters Score -1200598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1200603.875000 Penalty: 2971.517578
	Iteration 36Q: 3 clusters Score -1200604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1200609.250000 Penalty: 2971.517578
	Iteration 37Q: 3 clusters Score -1200609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1200613.000000 Penalty: 2971.517578
	Iteration 38Q: 3 clusters Score -1200613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1200617.125000 Penalty: 2971.517578
	Iteration 39Q: 3 clusters Score -1200617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1200617.000000 Penalty: 2971.517578
	Iteration 40F: 3 clusters Score -1200617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1200617.375000 Penalty: 2971.517578
	Iteration 41Q: 3 clusters Score -1200617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1200618.125000 Penalty: 2971.517578
	Iteration 42Q: 3 clusters Score -1200618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1200618.625000 Penalty: 2971.517578
	Iteration 43Q: 3 clusters Score -1200619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1200618.625000 Penalty: 2971.517578
	Iteration 44F: 3 clusters Score -1200619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Entering Unmasked Estep 
Score: -8845643.000000 Penalty: 1810.486572
	Iteration 0F: 2 clusters Score -8845643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -8801465.000000 Penalty: 3620.973145
	Iteration 0F: 3 clusters Score -8801465 nChanged 32846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -8819865.000000 Penalty: 3620.973145
	Iteration 1F: 3 clusters Score -8819865 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -8820455.000000 Penalty: 3620.973145
	Iteration 2Q: 3 clusters Score -8820455 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -8821209.000000 Penalty: 3620.973145
	Iteration 3Q: 3 clusters Score -8821209 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -8822269.000000 Penalty: 3620.973145
	Iteration 4Q: 3 clusters Score -8822269 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -8823802.000000 Penalty: 3620.973145
	Iteration 5Q: 3 clusters Score -8823802 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -8826111.000000 Penalty: 3620.973145
	Iteration 6F: 3 clusters Score -8826111 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -8829620.000000 Penalty: 3620.973145
	Iteration 7F: 3 clusters Score -8829620 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -8833775.000000 Penalty: 3620.973145
	Iteration 8F: 3 clusters Score -8833775 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -8836593.000000 Penalty: 3620.973145
	Iteration 9F: 3 clusters Score -8836593 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -8837678.000000 Penalty: 3620.973145
	Iteration 10Q: 3 clusters Score -8837678 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -8838056.000000 Penalty: 3620.973145
	Iteration 11Q: 3 clusters Score -8838056 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -8838337.000000 Penalty: 3620.973145
	Iteration 12Q: 3 clusters Score -8838337 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -8838603.000000 Penalty: 3620.973145
	Iteration 13Q: 3 clusters Score -8838603 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -8838778.000000 Penalty: 3620.973145
	Iteration 14Q: 3 clusters Score -8838778 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -8838966.000000 Penalty: 3620.973145
	Iteration 15Q: 3 clusters Score -8838966 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -8839095.000000 Penalty: 3620.973145
	Iteration 16Q: 3 clusters Score -8839095 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -8839247.000000 Penalty: 3620.973145
	Iteration 17Q: 3 clusters Score -8839247 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -8839332.000000 Penalty: 3620.973145
	Iteration 18Q: 3 clusters Score -8839332 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -8839420.000000 Penalty: 3620.973145
	Iteration 19Q: 3 clusters Score -8839420 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -8839514.000000 Penalty: 3620.973145
	Iteration 20F: 3 clusters Score -8839514 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -8839582.000000 Penalty: 3620.973145
	Iteration 21Q: 3 clusters Score -8839582 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -8839673.000000 Penalty: 3620.973145
	Iteration 22Q: 3 clusters Score -8839673 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -8839727.000000 Penalty: 3620.973145
	Iteration 23Q: 3 clusters Score -8839727 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -8839786.000000 Penalty: 3620.973145
	Iteration 24Q: 3 clusters Score -8839786 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -8839806.000000 Penalty: 3620.973145
	Iteration 25Q: 3 clusters Score -8839806 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -8839826.000000 Penalty: 3620.973145
	Iteration 26Q: 3 clusters Score -8839826 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -8839871.000000 Penalty: 3620.973145
	Iteration 27Q: 3 clusters Score -8839871 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -8839898.000000 Penalty: 3620.973145
	Iteration 28Q: 3 clusters Score -8839898 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -8839954.000000 Penalty: 3620.973145
	Iteration 29Q: 3 clusters Score -8839954 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -8839957.000000 Penalty: 3620.973145
	Iteration 30Q: 3 clusters Score -8839957 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -8839998.000000 Penalty: 3620.973145
	Iteration 31Q: 3 clusters Score -8839998 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -8840035.000000 Penalty: 3620.973145
	Iteration 32Q: 3 clusters Score -8840035 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -8840096.000000 Penalty: 3620.973145
	Iteration 33Q: 3 clusters Score -8840096 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -8840124.000000 Penalty: 3620.973145
	Iteration 34Q: 3 clusters Score -8840124 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -8840149.000000 Penalty: 3620.973145
	Iteration 35Q: 3 clusters Score -8840149 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -8840152.000000 Penalty: 3620.973145
	Iteration 36Q: 3 clusters Score -8840152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -8840187.000000 Penalty: 3620.973145
	Iteration 37Q: 3 clusters Score -8840187 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -8840197.000000 Penalty: 3620.973145
	Iteration 38Q: 3 clusters Score -8840197 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -8840185.000000 Penalty: 3620.973145
	Iteration 39Q: 3 clusters Score -8840185 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -8840217.000000 Penalty: 3620.973145
	Iteration 40F: 3 clusters Score -8840217 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -8840210.000000 Penalty: 3620.973145
	Iteration 41Q: 3 clusters Score -8840210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -8840247.000000 Penalty: 3620.973145
	Iteration 42Q: 3 clusters Score -8840247 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -8840238.000000 Penalty: 3620.973145
	Iteration 43Q: 3 clusters Score -8840238 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -8840263.000000 Penalty: 3620.973145
	Iteration 44Q: 3 clusters Score -8840263 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -8840253.000000 Penalty: 3620.973145
	Iteration 45Q: 3 clusters Score -8840253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -8840283.000000 Penalty: 3620.973145
	Iteration 46Q: 3 clusters Score -8840283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -8840266.000000 Penalty: 3620.973145
	Iteration 47Q: 3 clusters Score -8840266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -8840278.000000 Penalty: 3620.973145
	Iteration 48Q: 3 clusters Score -8840278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -8840281.000000 Penalty: 3620.973145
	Iteration 49Q: 3 clusters Score -8840281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -8840281.000000 Penalty: 3620.973145
	Iteration 50Q: 3 clusters Score -8840281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -8840297.000000 Penalty: 3620.973145
	Iteration 51Q: 3 clusters Score -8840297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -8840319.000000 Penalty: 3620.973145
	Iteration 52Q: 3 clusters Score -8840319 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -8840315.000000 Penalty: 3620.973145
	Iteration 53Q: 3 clusters Score -8840315 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -8840308.000000 Penalty: 3620.973145
	Iteration 54Q: 3 clusters Score -8840308 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -8840303.000000 Penalty: 3620.973145
	Iteration 55Q: 3 clusters Score -8840303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -8840299.000000 Penalty: 3620.973145
	Iteration 56Q: 3 clusters Score -8840299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -8840312.000000 Penalty: 3620.973145
	Iteration 57Q: 3 clusters Score -8840312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -8840314.000000 Penalty: 3620.973145
	Iteration 58Q: 3 clusters Score -8840314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -8840298.000000 Penalty: 3620.973145
	Iteration 59Q: 3 clusters Score -8840298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -8840319.000000 Penalty: 3620.973145
	Iteration 60F: 3 clusters Score -8840319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -8840329.000000 Penalty: 3620.973145
	Iteration 61Q: 3 clusters Score -8840329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -8840336.000000 Penalty: 3620.973145
	Iteration 62Q: 3 clusters Score -8840336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -8840340.000000 Penalty: 3620.973145
	Iteration 63Q: 3 clusters Score -8840340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -8840341.000000 Penalty: 3620.973145
	Iteration 64Q: 3 clusters Score -8840341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -8840363.000000 Penalty: 3620.973145
	Iteration 65Q: 3 clusters Score -8840363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -8840361.000000 Penalty: 3620.973145
	Iteration 66Q: 3 clusters Score -8840361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -8840371.000000 Penalty: 3620.973145
	Iteration 67Q: 3 clusters Score -8840371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -8840384.000000 Penalty: 3620.973145
	Iteration 68Q: 3 clusters Score -8840384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -8840375.000000 Penalty: 3620.973145
	Iteration 69Q: 3 clusters Score -8840375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -8840381.000000 Penalty: 3620.973145
	Iteration 70Q: 3 clusters Score -8840381 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8840398.000000 Penalty: 3620.973145
	Iteration 71Q: 3 clusters Score -8840398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -8840386.000000 Penalty: 3620.973145
	Iteration 72Q: 3 clusters Score -8840386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -8840396.000000 Penalty: 3620.973145
	Iteration 73Q: 3 clusters Score -8840396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -8840386.000000 Penalty: 3620.973145
	Iteration 74Q: 3 clusters Score -8840386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -8840405.000000 Penalty: 3620.973145
	Iteration 75Q: 3 clusters Score -8840405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -8840395.000000 Penalty: 3620.973145
	Iteration 76Q: 3 clusters Score -8840395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -8840394.000000 Penalty: 3620.973145
	Iteration 77Q: 3 clusters Score -8840394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -8840395.000000 Penalty: 3620.973145
	Iteration 78Q: 3 clusters Score -8840395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -8840392.000000 Penalty: 3620.973145
	Iteration 79Q: 3 clusters Score -8840392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -8840398.000000 Penalty: 3620.973145
	Iteration 80F: 3 clusters Score -8840398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -8840395.000000 Penalty: 3620.973145
	Iteration 81Q: 3 clusters Score -8840395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -8840398.000000 Penalty: 3620.973145
	Iteration 82Q: 3 clusters Score -8840398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -8840390.000000 Penalty: 3620.973145
	Iteration 83Q: 3 clusters Score -8840390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -8840389.000000 Penalty: 3620.973145
	Iteration 84Q: 3 clusters Score -8840389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -8840391.000000 Penalty: 3620.973145
	Iteration 85Q: 3 clusters Score -8840391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -8840388.000000 Penalty: 3620.973145
	Iteration 86Q: 3 clusters Score -8840388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -8840386.000000 Penalty: 3620.973145
	Iteration 87Q: 3 clusters Score -8840386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -8840389.000000 Penalty: 3620.973145
	Iteration 88Q: 3 clusters Score -8840389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -8840389.000000 Penalty: 3620.973145
	Iteration 89F: 3 clusters Score -8840389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -4822432.500000 Penalty: 1713.202637
	Iteration 0F: 2 clusters Score -4822432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4797053.000000 Penalty: 3426.405273
	Iteration 0F: 3 clusters Score -4797053 nChanged 17605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -4807115.500000 Penalty: 3426.405273
	Iteration 1F: 3 clusters Score -4807116 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -4807697.500000 Penalty: 3426.405273
	Iteration 2Q: 3 clusters Score -4807698 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -4808510.000000 Penalty: 3426.405273
	Iteration 3Q: 3 clusters Score -4808510 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -4809679.500000 Penalty: 3426.405273
	Iteration 4F: 3 clusters Score -4809680 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4811576.000000 Penalty: 3426.405273
	Iteration 5F: 3 clusters Score -4811576 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -4814111.000000 Penalty: 3426.405273
	Iteration 6F: 3 clusters Score -4814111 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4816619.500000 Penalty: 3426.405273
	Iteration 7F: 3 clusters Score -4816620 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4818415.000000 Penalty: 3426.405273
	Iteration 8F: 3 clusters Score -4818415 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4819582.500000 Penalty: 3426.405273
	Iteration 9Q: 3 clusters Score -4819582 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -4820242.500000 Penalty: 3426.405273
	Iteration 10Q: 3 clusters Score -4820242 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -4820578.000000 Penalty: 3426.405273
	Iteration 11Q: 3 clusters Score -4820578 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4820743.000000 Penalty: 3426.405273
	Iteration 12Q: 3 clusters Score -4820743 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -4820846.000000 Penalty: 3426.405273
	Iteration 13Q: 3 clusters Score -4820846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -4820895.500000 Penalty: 3426.405273
	Iteration 14Q: 3 clusters Score -4820896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4820921.500000 Penalty: 3426.405273
	Iteration 15Q: 3 clusters Score -4820922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -4820941.000000 Penalty: 3426.405273
	Iteration 16Q: 3 clusters Score -4820941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -4820949.500000 Penalty: 3426.405273
	Iteration 17Q: 3 clusters Score -4820950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4820959.000000 Penalty: 3426.405273
	Iteration 18Q: 3 clusters Score -4820959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4820963.500000 Penalty: 3426.405273
	Iteration 19Q: 3 clusters Score -4820964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4820974.500000 Penalty: 3426.405273
	Iteration 20F: 3 clusters Score -4820974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4820975.500000 Penalty: 3426.405273
	Iteration 21Q: 3 clusters Score -4820976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4820978.500000 Penalty: 3426.405273
	Iteration 22Q: 3 clusters Score -4820978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4820980.000000 Penalty: 3426.405273
	Iteration 23Q: 3 clusters Score -4820980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4820983.500000 Penalty: 3426.405273
	Iteration 24Q: 3 clusters Score -4820984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4820983.500000 Penalty: 3426.405273
	Iteration 25F: 3 clusters Score -4820984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -85913.203125 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -85913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84674.781250 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -84674.78 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84966.359375 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -84966.36 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85146.804688 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -85146.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85248.000000 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -85248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85302.445312 Penalty: 2153.683105
	Iteration 4Q: 3 clusters Score -85302.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85368.531250 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -85368.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85432.679688 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -85432.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85517.257812 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -85517.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85577.007812 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -85577.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85626.125000 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -85626.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85654.710938 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -85654.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85667.460938 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -85667.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85674.953125 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -85674.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85679.320312 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -85679.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85681.226562 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -85681.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85681.984375 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -85681.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85683.593750 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -85683.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85685.101562 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -85685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85686.968750 Penalty: 2153.683105
	Iteration 18Q: 3 clusters Score -85686.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85688.789062 Penalty: 2153.683105
	Iteration 19Q: 3 clusters Score -85688.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85699.281250 Penalty: 2153.683105
	Iteration 20F: 3 clusters Score -85699.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85702.679688 Penalty: 2153.683105
	Iteration 21Q: 3 clusters Score -85702.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85706.382812 Penalty: 2153.683105
	Iteration 22Q: 3 clusters Score -85706.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85708.773438 Penalty: 2153.683105
	Iteration 23Q: 3 clusters Score -85708.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85712.890625 Penalty: 2153.683105
	Iteration 24Q: 3 clusters Score -85712.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85715.687500 Penalty: 2153.683105
	Iteration 25Q: 3 clusters Score -85715.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85716.914062 Penalty: 2153.683105
	Iteration 26Q: 3 clusters Score -85716.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85721.695312 Penalty: 2153.683105
	Iteration 27Q: 3 clusters Score -85721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85725.468750 Penalty: 2153.683105
	Iteration 28Q: 3 clusters Score -85725.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85726.875000 Penalty: 2153.683105
	Iteration 29Q: 3 clusters Score -85726.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85731.414062 Penalty: 2153.683105
	Iteration 30Q: 3 clusters Score -85731.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85732.484375 Penalty: 2153.683105
	Iteration 31Q: 3 clusters Score -85732.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85732.484375 Penalty: 2153.683105
	Iteration 32F: 3 clusters Score -85732.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Entering Unmasked Estep 
Score: -776709.125000 Penalty: 1416.357178
	Iteration 0F: 2 clusters Score -776709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -772045.750000 Penalty: 2832.714355
	Iteration 0F: 3 clusters Score -772045.8 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -773355.312500 Penalty: 2832.714355
	Iteration 1F: 3 clusters Score -773355.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -773514.125000 Penalty: 2832.714355
	Iteration 2F: 3 clusters Score -773514.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -773619.062500 Penalty: 2832.714355
	Iteration 3Q: 3 clusters Score -773619.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -773696.625000 Penalty: 2832.714355
	Iteration 4Q: 3 clusters Score -773696.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -773771.687500 Penalty: 2832.714355
	Iteration 5Q: 3 clusters Score -773771.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -773833.187500 Penalty: 2832.714355
	Iteration 6Q: 3 clusters Score -773833.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -773883.937500 Penalty: 2832.714355
	Iteration 7Q: 3 clusters Score -773883.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -773937.250000 Penalty: 2832.714355
	Iteration 8Q: 3 clusters Score -773937.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -773997.000000 Penalty: 2832.714355
	Iteration 9Q: 3 clusters Score -773997 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -774070.937500 Penalty: 2832.714355
	Iteration 10Q: 3 clusters Score -774070.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -774152.625000 Penalty: 2832.714355
	Iteration 11Q: 3 clusters Score -774152.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -774278.125000 Penalty: 2832.714355
	Iteration 12Q: 3 clusters Score -774278.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -774436.875000 Penalty: 2832.714355
	Iteration 13Q: 3 clusters Score -774436.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -774606.187500 Penalty: 2832.714355
	Iteration 14Q: 3 clusters Score -774606.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -774787.750000 Penalty: 2832.714355
	Iteration 15Q: 3 clusters Score -774787.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -774930.812500 Penalty: 2832.714355
	Iteration 16Q: 3 clusters Score -774930.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -775078.000000 Penalty: 2832.714355
	Iteration 17Q: 3 clusters Score -775078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -775183.187500 Penalty: 2832.714355
	Iteration 18Q: 3 clusters Score -775183.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -775273.500000 Penalty: 2832.714355
	Iteration 19Q: 3 clusters Score -775273.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -775315.812500 Penalty: 2832.714355
	Iteration 20F: 3 clusters Score -775315.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -775339.562500 Penalty: 2832.714355
	Iteration 21Q: 3 clusters Score -775339.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -775357.375000 Penalty: 2832.714355
	Iteration 22Q: 3 clusters Score -775357.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -775377.562500 Penalty: 2832.714355
	Iteration 23Q: 3 clusters Score -775377.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -775389.437500 Penalty: 2832.714355
	Iteration 24Q: 3 clusters Score -775389.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -775400.312500 Penalty: 2832.714355
	Iteration 25Q: 3 clusters Score -775400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -775408.875000 Penalty: 2832.714355
	Iteration 26Q: 3 clusters Score -775408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -775419.437500 Penalty: 2832.714355
	Iteration 27Q: 3 clusters Score -775419.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -775429.250000 Penalty: 2832.714355
	Iteration 28Q: 3 clusters Score -775429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -775435.187500 Penalty: 2832.714355
	Iteration 29Q: 3 clusters Score -775435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -775442.625000 Penalty: 2832.714355
	Iteration 30Q: 3 clusters Score -775442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -775444.437500 Penalty: 2832.714355
	Iteration 31Q: 3 clusters Score -775444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -775446.500000 Penalty: 2832.714355
	Iteration 32Q: 3 clusters Score -775446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -775447.062500 Penalty: 2832.714355
	Iteration 33Q: 3 clusters Score -775447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -775447.062500 Penalty: 2832.714355
	Iteration 34F: 3 clusters Score -775447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -400246.156250 Penalty: 1319.402222
	Iteration 0F: 2 clusters Score -400246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -397287.406250 Penalty: 2638.804443
	Iteration 0F: 3 clusters Score -397287.4 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -398047.250000 Penalty: 2638.804443
	Iteration 1F: 3 clusters Score -398047.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -398175.312500 Penalty: 2638.804443
	Iteration 2F: 3 clusters Score -398175.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -398235.937500 Penalty: 2638.804443
	Iteration 3Q: 3 clusters Score -398235.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -398289.875000 Penalty: 2638.804443
	Iteration 4Q: 3 clusters Score -398289.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -398340.250000 Penalty: 2638.804443
	Iteration 5Q: 3 clusters Score -398340.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -398375.906250 Penalty: 2638.804443
	Iteration 6Q: 3 clusters Score -398375.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -398398.750000 Penalty: 2638.804443
	Iteration 7Q: 3 clusters Score -398398.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -398422.031250 Penalty: 2638.804443
	Iteration 8Q: 3 clusters Score -398422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -398441.562500 Penalty: 2638.804443
	Iteration 9Q: 3 clusters Score -398441.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -398462.937500 Penalty: 2638.804443
	Iteration 10Q: 3 clusters Score -398462.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -398490.562500 Penalty: 2638.804443
	Iteration 11Q: 3 clusters Score -398490.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -398520.093750 Penalty: 2638.804443
	Iteration 12Q: 3 clusters Score -398520.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -398548.968750 Penalty: 2638.804443
	Iteration 13Q: 3 clusters Score -398549 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -398590.781250 Penalty: 2638.804443
	Iteration 14Q: 3 clusters Score -398590.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -398640.718750 Penalty: 2638.804443
	Iteration 15Q: 3 clusters Score -398640.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -398683.750000 Penalty: 2638.804443
	Iteration 16Q: 3 clusters Score -398683.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -398725.937500 Penalty: 2638.804443
	Iteration 17Q: 3 clusters Score -398725.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -398767.343750 Penalty: 2638.804443
	Iteration 18Q: 3 clusters Score -398767.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -398808.843750 Penalty: 2638.804443
	Iteration 19Q: 3 clusters Score -398808.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -398857.562500 Penalty: 2638.804443
	Iteration 20F: 3 clusters Score -398857.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -398906.125000 Penalty: 2638.804443
	Iteration 21Q: 3 clusters Score -398906.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -398958.000000 Penalty: 2638.804443
	Iteration 22Q: 3 clusters Score -398958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -399008.125000 Penalty: 2638.804443
	Iteration 23Q: 3 clusters Score -399008.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -399054.562500 Penalty: 2638.804443
	Iteration 24Q: 3 clusters Score -399054.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -399092.875000 Penalty: 2638.804443
	Iteration 25Q: 3 clusters Score -399092.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -399119.468750 Penalty: 2638.804443
	Iteration 26Q: 3 clusters Score -399119.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -399136.812500 Penalty: 2638.804443
	Iteration 27Q: 3 clusters Score -399136.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -399155.093750 Penalty: 2638.804443
	Iteration 28Q: 3 clusters Score -399155.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -399163.593750 Penalty: 2638.804443
	Iteration 29Q: 3 clusters Score -399163.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -399168.375000 Penalty: 2638.804443
	Iteration 30Q: 3 clusters Score -399168.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -399169.843750 Penalty: 2638.804443
	Iteration 31Q: 3 clusters Score -399169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -399171.062500 Penalty: 2638.804443
	Iteration 32Q: 3 clusters Score -399171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -399171.218750 Penalty: 2638.804443
	Iteration 33Q: 3 clusters Score -399171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -399171.375000 Penalty: 2638.804443
	Iteration 34Q: 3 clusters Score -399171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -399171.718750 Penalty: 2638.804443
	Iteration 35Q: 3 clusters Score -399171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -399173.218750 Penalty: 2638.804443
	Iteration 36Q: 3 clusters Score -399173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -399173.406250 Penalty: 2638.804443
	Iteration 37Q: 3 clusters Score -399173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -399173.218750 Penalty: 2638.804443
	Iteration 38Q: 3 clusters Score -399173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -399174.156250 Penalty: 2638.804443
	Iteration 39Q: 3 clusters Score -399174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -399174.312500 Penalty: 2638.804443
	Iteration 40F: 3 clusters Score -399174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -399175.031250 Penalty: 2638.804443
	Iteration 41Q: 3 clusters Score -399175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -399175.468750 Penalty: 2638.804443
	Iteration 42Q: 3 clusters Score -399175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -399175.968750 Penalty: 2638.804443
	Iteration 43Q: 3 clusters Score -399176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -399176.218750 Penalty: 2638.804443
	Iteration 44Q: 3 clusters Score -399176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -399177.812500 Penalty: 2638.804443
	Iteration 45Q: 3 clusters Score -399177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -399178.187500 Penalty: 2638.804443
	Iteration 46Q: 3 clusters Score -399178.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -399178.187500 Penalty: 2638.804443
	Iteration 47F: 3 clusters Score -399178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Entering Unmasked Estep 
Score: -6044229.000000 Penalty: 1747.282104
	Iteration 0F: 2 clusters Score -6044229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -6013339.000000 Penalty: 3494.564209
	Iteration 0F: 3 clusters Score -6013339 nChanged 21864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -6025566.000000 Penalty: 3494.564209
	Iteration 1F: 3 clusters Score -6025566 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -6026038.500000 Penalty: 3494.564209
	Iteration 2Q: 3 clusters Score -6026038 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -6026461.000000 Penalty: 3494.564209
	Iteration 3Q: 3 clusters Score -6026461 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -6026851.500000 Penalty: 3494.564209
	Iteration 4Q: 3 clusters Score -6026852 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -6027413.500000 Penalty: 3494.564209
	Iteration 5Q: 3 clusters Score -6027414 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -6028239.000000 Penalty: 3494.564209
	Iteration 6Q: 3 clusters Score -6028239 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -6029526.500000 Penalty: 3494.564209
	Iteration 7F: 3 clusters Score -6029526 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -6031469.500000 Penalty: 3494.564209
	Iteration 8F: 3 clusters Score -6031470 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -6034221.000000 Penalty: 3494.564209
	Iteration 9F: 3 clusters Score -6034221 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -6037317.000000 Penalty: 3494.564209
	Iteration 10F: 3 clusters Score -6037317 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -6039694.500000 Penalty: 3494.564209
	Iteration 11F: 3 clusters Score -6039694 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6041233.500000 Penalty: 3494.564209
	Iteration 12Q: 3 clusters Score -6041234 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -6041980.000000 Penalty: 3494.564209
	Iteration 13Q: 3 clusters Score -6041980 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -6042300.000000 Penalty: 3494.564209
	Iteration 14Q: 3 clusters Score -6042300 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -6042443.500000 Penalty: 3494.564209
	Iteration 15Q: 3 clusters Score -6042444 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -6042536.500000 Penalty: 3494.564209
	Iteration 16Q: 3 clusters Score -6042536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -6042613.000000 Penalty: 3494.564209
	Iteration 17Q: 3 clusters Score -6042613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6042649.500000 Penalty: 3494.564209
	Iteration 18Q: 3 clusters Score -6042650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -6042702.000000 Penalty: 3494.564209
	Iteration 19Q: 3 clusters Score -6042702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6042741.500000 Penalty: 3494.564209
	Iteration 20F: 3 clusters Score -6042742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -6042757.500000 Penalty: 3494.564209
	Iteration 21Q: 3 clusters Score -6042758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -6042767.000000 Penalty: 3494.564209
	Iteration 22Q: 3 clusters Score -6042767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -6042780.000000 Penalty: 3494.564209
	Iteration 23Q: 3 clusters Score -6042780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -6042783.000000 Penalty: 3494.564209
	Iteration 24Q: 3 clusters Score -6042783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -6042786.000000 Penalty: 3494.564209
	Iteration 25Q: 3 clusters Score -6042786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -6042784.500000 Penalty: 3494.564209
	Iteration 26Q: 3 clusters Score -6042784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -6042784.500000 Penalty: 3494.564209
	Iteration 27F: 3 clusters Score -6042784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Entering Unmasked Estep 
Score: -7603478.000000 Penalty: 1784.864746
	Iteration 0F: 2 clusters Score -7603478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -7565507.000000 Penalty: 3569.729492
	Iteration 0F: 3 clusters Score -7565507 nChanged 27714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -7582239.500000 Penalty: 3569.729492
	Iteration 1F: 3 clusters Score -7582240 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -7583439.500000 Penalty: 3569.729492
	Iteration 2Q: 3 clusters Score -7583440 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -7584898.500000 Penalty: 3569.729492
	Iteration 3F: 3 clusters Score -7584898 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -7586697.500000 Penalty: 3569.729492
	Iteration 4F: 3 clusters Score -7586698 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -7588665.000000 Penalty: 3569.729492
	Iteration 5F: 3 clusters Score -7588665 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -7590737.000000 Penalty: 3569.729492
	Iteration 6F: 3 clusters Score -7590737 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -7592756.500000 Penalty: 3569.729492
	Iteration 7F: 3 clusters Score -7592756 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -7594627.000000 Penalty: 3569.729492
	Iteration 8Q: 3 clusters Score -7594627 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -7596419.500000 Penalty: 3569.729492
	Iteration 9Q: 3 clusters Score -7596420 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -7597800.000000 Penalty: 3569.729492
	Iteration 10Q: 3 clusters Score -7597800 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -7598891.500000 Penalty: 3569.729492
	Iteration 11Q: 3 clusters Score -7598892 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -7599691.500000 Penalty: 3569.729492
	Iteration 12Q: 3 clusters Score -7599692 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -7600217.000000 Penalty: 3569.729492
	Iteration 13Q: 3 clusters Score -7600217 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -7600636.000000 Penalty: 3569.729492
	Iteration 14Q: 3 clusters Score -7600636 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -7600958.500000 Penalty: 3569.729492
	Iteration 15Q: 3 clusters Score -7600958 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -7601196.500000 Penalty: 3569.729492
	Iteration 16Q: 3 clusters Score -7601196 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -7601369.500000 Penalty: 3569.729492
	Iteration 17Q: 3 clusters Score -7601370 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -7601527.000000 Penalty: 3569.729492
	Iteration 18Q: 3 clusters Score -7601527 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -7601630.000000 Penalty: 3569.729492
	Iteration 19Q: 3 clusters Score -7601630 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -7601706.000000 Penalty: 3569.729492
	Iteration 20F: 3 clusters Score -7601706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -7601736.500000 Penalty: 3569.729492
	Iteration 21Q: 3 clusters Score -7601736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -7601785.500000 Penalty: 3569.729492
	Iteration 22Q: 3 clusters Score -7601786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -7601823.500000 Penalty: 3569.729492
	Iteration 23Q: 3 clusters Score -7601824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -7601830.500000 Penalty: 3569.729492
	Iteration 24Q: 3 clusters Score -7601830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -7601834.500000 Penalty: 3569.729492
	Iteration 25Q: 3 clusters Score -7601834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -7601842.000000 Penalty: 3569.729492
	Iteration 26Q: 3 clusters Score -7601842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -7601852.000000 Penalty: 3569.729492
	Iteration 27Q: 3 clusters Score -7601852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -7601853.000000 Penalty: 3569.729492
	Iteration 28Q: 3 clusters Score -7601853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -7601862.000000 Penalty: 3569.729492
	Iteration 29Q: 3 clusters Score -7601862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -7601855.500000 Penalty: 3569.729492
	Iteration 30Q: 3 clusters Score -7601856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -7601866.500000 Penalty: 3569.729492
	Iteration 31Q: 3 clusters Score -7601866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -7601879.500000 Penalty: 3569.729492
	Iteration 32Q: 3 clusters Score -7601880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -7601886.500000 Penalty: 3569.729492
	Iteration 33Q: 3 clusters Score -7601886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -7601889.500000 Penalty: 3569.729492
	Iteration 34Q: 3 clusters Score -7601890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -7601897.500000 Penalty: 3569.729492
	Iteration 35Q: 3 clusters Score -7601898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -7601900.000000 Penalty: 3569.729492
	Iteration 36Q: 3 clusters Score -7601900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -7601900.000000 Penalty: 3569.729492
	Iteration 37Q: 3 clusters Score -7601900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -7601900.500000 Penalty: 3569.729492
	Iteration 38Q: 3 clusters Score -7601900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -7601903.000000 Penalty: 3569.729492
	Iteration 39Q: 3 clusters Score -7601903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -7601902.500000 Penalty: 3569.729492
	Iteration 40F: 3 clusters Score -7601902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -7601906.500000 Penalty: 3569.729492
	Iteration 41Q: 3 clusters Score -7601906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -7601903.500000 Penalty: 3569.729492
	Iteration 42Q: 3 clusters Score -7601904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -7601903.500000 Penalty: 3569.729492
	Iteration 43F: 3 clusters Score -7601904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Entering Unmasked Estep 
Score: -7414784.500000 Penalty: 1782.351807
	Iteration 0F: 2 clusters Score -7414784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -7376054.000000 Penalty: 3564.703613
	Iteration 0F: 3 clusters Score -7376054 nChanged 27249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -7391795.500000 Penalty: 3564.703613
	Iteration 1F: 3 clusters Score -7391796 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -7392438.000000 Penalty: 3564.703613
	Iteration 2Q: 3 clusters Score -7392438 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -7393294.500000 Penalty: 3564.703613
	Iteration 3Q: 3 clusters Score -7393294 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -7394510.000000 Penalty: 3564.703613
	Iteration 4Q: 3 clusters Score -7394510 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -7396477.500000 Penalty: 3564.703613
	Iteration 5F: 3 clusters Score -7396478 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -7399344.500000 Penalty: 3564.703613
	Iteration 6F: 3 clusters Score -7399344 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -7402436.000000 Penalty: 3564.703613
	Iteration 7F: 3 clusters Score -7402436 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -7405012.000000 Penalty: 3564.703613
	Iteration 8F: 3 clusters Score -7405012 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -7406451.500000 Penalty: 3564.703613
	Iteration 9Q: 3 clusters Score -7406452 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -7407112.500000 Penalty: 3564.703613
	Iteration 10Q: 3 clusters Score -7407112 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -7407434.500000 Penalty: 3564.703613
	Iteration 11Q: 3 clusters Score -7407434 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -7407608.000000 Penalty: 3564.703613
	Iteration 12Q: 3 clusters Score -7407608 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -7407827.000000 Penalty: 3564.703613
	Iteration 13Q: 3 clusters Score -7407827 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -7407996.000000 Penalty: 3564.703613
	Iteration 14Q: 3 clusters Score -7407996 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -7408140.000000 Penalty: 3564.703613
	Iteration 15Q: 3 clusters Score -7408140 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -7408296.500000 Penalty: 3564.703613
	Iteration 16Q: 3 clusters Score -7408296 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -7408372.500000 Penalty: 3564.703613
	Iteration 17Q: 3 clusters Score -7408372 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -7408433.000000 Penalty: 3564.703613
	Iteration 18Q: 3 clusters Score -7408433 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -7408475.500000 Penalty: 3564.703613
	Iteration 19Q: 3 clusters Score -7408476 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -7408529.000000 Penalty: 3564.703613
	Iteration 20F: 3 clusters Score -7408529 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -7408544.500000 Penalty: 3564.703613
	Iteration 21Q: 3 clusters Score -7408544 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -7408583.500000 Penalty: 3564.703613
	Iteration 22Q: 3 clusters Score -7408584 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -7408608.500000 Penalty: 3564.703613
	Iteration 23Q: 3 clusters Score -7408608 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -7408585.500000 Penalty: 3564.703613
	Iteration 24Q: 3 clusters Score -7408586 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -7408604.000000 Penalty: 3564.703613
	Iteration 25Q: 3 clusters Score -7408604 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -7408608.500000 Penalty: 3564.703613
	Iteration 26Q: 3 clusters Score -7408608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -7408627.000000 Penalty: 3564.703613
	Iteration 27Q: 3 clusters Score -7408627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -7408622.000000 Penalty: 3564.703613
	Iteration 28Q: 3 clusters Score -7408622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -7408625.500000 Penalty: 3564.703613
	Iteration 29Q: 3 clusters Score -7408626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -7408650.000000 Penalty: 3564.703613
	Iteration 30Q: 3 clusters Score -7408650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -7408640.500000 Penalty: 3564.703613
	Iteration 31Q: 3 clusters Score -7408640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -7408643.500000 Penalty: 3564.703613
	Iteration 32Q: 3 clusters Score -7408644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -7408653.000000 Penalty: 3564.703613
	Iteration 33Q: 3 clusters Score -7408653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -7408650.500000 Penalty: 3564.703613
	Iteration 34Q: 3 clusters Score -7408650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -7408648.500000 Penalty: 3564.703613
	Iteration 35Q: 3 clusters Score -7408648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -7408648.000000 Penalty: 3564.703613
	Iteration 36Q: 3 clusters Score -7408648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -7408649.000000 Penalty: 3564.703613
	Iteration 37Q: 3 clusters Score -7408649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7408646.000000 Penalty: 3564.703613
	Iteration 38Q: 3 clusters Score -7408646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -7408651.500000 Penalty: 3564.703613
	Iteration 39Q: 3 clusters Score -7408652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -7408648.500000 Penalty: 3564.703613
	Iteration 40F: 3 clusters Score -7408648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -7408655.000000 Penalty: 3564.703613
	Iteration 41Q: 3 clusters Score -7408655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -7408652.500000 Penalty: 3564.703613
	Iteration 42Q: 3 clusters Score -7408652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -7408650.000000 Penalty: 3564.703613
	Iteration 43Q: 3 clusters Score -7408650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -7408650.500000 Penalty: 3564.703613
	Iteration 44Q: 3 clusters Score -7408650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -7408648.500000 Penalty: 3564.703613
	Iteration 45Q: 3 clusters Score -7408648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -7408648.500000 Penalty: 3564.703613
	Iteration 46Q: 3 clusters Score -7408648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -7408654.500000 Penalty: 3564.703613
	Iteration 47Q: 3 clusters Score -7408654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -7408650.000000 Penalty: 3564.703613
	Iteration 48Q: 3 clusters Score -7408650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -7408649.000000 Penalty: 3564.703613
	Iteration 49Q: 3 clusters Score -7408649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -7408650.000000 Penalty: 3564.703613
	Iteration 50Q: 3 clusters Score -7408650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -7408654.500000 Penalty: 3564.703613
	Iteration 51Q: 3 clusters Score -7408654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -7408656.000000 Penalty: 3564.703613
	Iteration 52Q: 3 clusters Score -7408656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -7408663.500000 Penalty: 3564.703613
	Iteration 53Q: 3 clusters Score -7408664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -7408656.000000 Penalty: 3564.703613
	Iteration 54Q: 3 clusters Score -7408656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -7408649.500000 Penalty: 3564.703613
	Iteration 55Q: 3 clusters Score -7408650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -7408649.500000 Penalty: 3564.703613
	Iteration 56Q: 3 clusters Score -7408650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -7408654.500000 Penalty: 3564.703613
	Iteration 57Q: 3 clusters Score -7408654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -7408650.000000 Penalty: 3564.703613
	Iteration 58Q: 3 clusters Score -7408650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -7408649.500000 Penalty: 3564.703613
	Iteration 59Q: 3 clusters Score -7408650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -7408649.500000 Penalty: 3564.703613
	Iteration 60F: 3 clusters Score -7408650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Entering Unmasked Estep 
Score: -1995681.875000 Penalty: 1570.558594
	Iteration 0F: 2 clusters Score -1995682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1984782.000000 Penalty: 3141.117188
	Iteration 0F: 3 clusters Score -1984782 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1988685.000000 Penalty: 3141.117188
	Iteration 1F: 3 clusters Score -1988685 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1989146.625000 Penalty: 3141.117188
	Iteration 2F: 3 clusters Score -1989147 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1989678.625000 Penalty: 3141.117188
	Iteration 3F: 3 clusters Score -1989679 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1990327.750000 Penalty: 3141.117188
	Iteration 4F: 3 clusters Score -1990328 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1991042.250000 Penalty: 3141.117188
	Iteration 5F: 3 clusters Score -1991042 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1991787.625000 Penalty: 3141.117188
	Iteration 6F: 3 clusters Score -1991788 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1992551.000000 Penalty: 3141.117188
	Iteration 7F: 3 clusters Score -1992551 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1993189.500000 Penalty: 3141.117188
	Iteration 8F: 3 clusters Score -1993190 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1993547.375000 Penalty: 3141.117188
	Iteration 9Q: 3 clusters Score -1993547 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1993769.750000 Penalty: 3141.117188
	Iteration 10Q: 3 clusters Score -1993770 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1993914.500000 Penalty: 3141.117188
	Iteration 11Q: 3 clusters Score -1993914 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1994069.375000 Penalty: 3141.117188
	Iteration 12Q: 3 clusters Score -1994069 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1994207.875000 Penalty: 3141.117188
	Iteration 13Q: 3 clusters Score -1994208 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1994351.000000 Penalty: 3141.117188
	Iteration 14Q: 3 clusters Score -1994351 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1994467.750000 Penalty: 3141.117188
	Iteration 15Q: 3 clusters Score -1994468 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1994538.250000 Penalty: 3141.117188
	Iteration 16Q: 3 clusters Score -1994538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1994599.000000 Penalty: 3141.117188
	Iteration 17Q: 3 clusters Score -1994599 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1994640.625000 Penalty: 3141.117188
	Iteration 18Q: 3 clusters Score -1994641 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1994672.875000 Penalty: 3141.117188
	Iteration 19Q: 3 clusters Score -1994673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1994697.750000 Penalty: 3141.117188
	Iteration 20F: 3 clusters Score -1994698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1994710.500000 Penalty: 3141.117188
	Iteration 21Q: 3 clusters Score -1994710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1994720.625000 Penalty: 3141.117188
	Iteration 22Q: 3 clusters Score -1994721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1994732.500000 Penalty: 3141.117188
	Iteration 23Q: 3 clusters Score -1994732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1994746.000000 Penalty: 3141.117188
	Iteration 24Q: 3 clusters Score -1994746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1994760.000000 Penalty: 3141.117188
	Iteration 25Q: 3 clusters Score -1994760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1994780.750000 Penalty: 3141.117188
	Iteration 26Q: 3 clusters Score -1994781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1994786.875000 Penalty: 3141.117188
	Iteration 27Q: 3 clusters Score -1994787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1994791.750000 Penalty: 3141.117188
	Iteration 28Q: 3 clusters Score -1994792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1994796.875000 Penalty: 3141.117188
	Iteration 29Q: 3 clusters Score -1994797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1994798.250000 Penalty: 3141.117188
	Iteration 30Q: 3 clusters Score -1994798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1994800.750000 Penalty: 3141.117188
	Iteration 31Q: 3 clusters Score -1994801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1994807.125000 Penalty: 3141.117188
	Iteration 32Q: 3 clusters Score -1994807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1994813.500000 Penalty: 3141.117188
	Iteration 33Q: 3 clusters Score -1994814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1994816.375000 Penalty: 3141.117188
	Iteration 34Q: 3 clusters Score -1994816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1994821.000000 Penalty: 3141.117188
	Iteration 35Q: 3 clusters Score -1994821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1994826.875000 Penalty: 3141.117188
	Iteration 36Q: 3 clusters Score -1994827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1994823.875000 Penalty: 3141.117188
	Iteration 37Q: 3 clusters Score -1994824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1994826.125000 Penalty: 3141.117188
	Iteration 38Q: 3 clusters Score -1994826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1994825.375000 Penalty: 3141.117188
	Iteration 39Q: 3 clusters Score -1994825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1994826.000000 Penalty: 3141.117188
	Iteration 40F: 3 clusters Score -1994826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1994824.750000 Penalty: 3141.117188
	Iteration 41Q: 3 clusters Score -1994825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1994826.375000 Penalty: 3141.117188
	Iteration 42Q: 3 clusters Score -1994826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1994825.125000 Penalty: 3141.117188
	Iteration 43Q: 3 clusters Score -1994825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1994827.250000 Penalty: 3141.117188
	Iteration 44Q: 3 clusters Score -1994827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1994830.250000 Penalty: 3141.117188
	Iteration 45Q: 3 clusters Score -1994830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1994830.125000 Penalty: 3141.117188
	Iteration 46Q: 3 clusters Score -1994830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1994832.500000 Penalty: 3141.117188
	Iteration 47Q: 3 clusters Score -1994832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1994833.125000 Penalty: 3141.117188
	Iteration 48Q: 3 clusters Score -1994833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1994834.000000 Penalty: 3141.117188
	Iteration 49Q: 3 clusters Score -1994834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1994834.000000 Penalty: 3141.117188
	Iteration 50F: 3 clusters Score -1994834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -677197.250000 Penalty: 1392.188843
	Iteration 0F: 2 clusters Score -677197.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -673094.250000 Penalty: 2784.377686
	Iteration 0F: 3 clusters Score -673094.2 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -674161.312500 Penalty: 2784.377686
	Iteration 1F: 3 clusters Score -674161.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -674342.187500 Penalty: 2784.377686
	Iteration 2F: 3 clusters Score -674342.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -674480.125000 Penalty: 2784.377686
	Iteration 3F: 3 clusters Score -674480.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -674598.250000 Penalty: 2784.377686
	Iteration 4Q: 3 clusters Score -674598.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -674674.125000 Penalty: 2784.377686
	Iteration 5Q: 3 clusters Score -674674.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -674747.250000 Penalty: 2784.377686
	Iteration 6Q: 3 clusters Score -674747.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -674815.250000 Penalty: 2784.377686
	Iteration 7Q: 3 clusters Score -674815.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -674883.000000 Penalty: 2784.377686
	Iteration 8Q: 3 clusters Score -674883 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -674950.750000 Penalty: 2784.377686
	Iteration 9Q: 3 clusters Score -674950.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -675006.375000 Penalty: 2784.377686
	Iteration 10Q: 3 clusters Score -675006.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -675072.812500 Penalty: 2784.377686
	Iteration 11Q: 3 clusters Score -675072.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -675160.812500 Penalty: 2784.377686
	Iteration 12Q: 3 clusters Score -675160.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -675262.875000 Penalty: 2784.377686
	Iteration 13Q: 3 clusters Score -675262.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -675380.562500 Penalty: 2784.377686
	Iteration 14Q: 3 clusters Score -675380.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -675488.625000 Penalty: 2784.377686
	Iteration 15Q: 3 clusters Score -675488.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -675583.437500 Penalty: 2784.377686
	Iteration 16Q: 3 clusters Score -675583.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -675674.187500 Penalty: 2784.377686
	Iteration 17Q: 3 clusters Score -675674.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -675734.500000 Penalty: 2784.377686
	Iteration 18Q: 3 clusters Score -675734.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -675772.750000 Penalty: 2784.377686
	Iteration 19Q: 3 clusters Score -675772.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -675807.812500 Penalty: 2784.377686
	Iteration 20F: 3 clusters Score -675807.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -675850.125000 Penalty: 2784.377686
	Iteration 21Q: 3 clusters Score -675850.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -675895.687500 Penalty: 2784.377686
	Iteration 22Q: 3 clusters Score -675895.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -675951.312500 Penalty: 2784.377686
	Iteration 23Q: 3 clusters Score -675951.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -675986.625000 Penalty: 2784.377686
	Iteration 24Q: 3 clusters Score -675986.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -676009.375000 Penalty: 2784.377686
	Iteration 25Q: 3 clusters Score -676009.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -676024.875000 Penalty: 2784.377686
	Iteration 26Q: 3 clusters Score -676024.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -676032.000000 Penalty: 2784.377686
	Iteration 27Q: 3 clusters Score -676032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -676041.750000 Penalty: 2784.377686
	Iteration 28Q: 3 clusters Score -676041.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -676051.000000 Penalty: 2784.377686
	Iteration 29Q: 3 clusters Score -676051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -676060.000000 Penalty: 2784.377686
	Iteration 30Q: 3 clusters Score -676060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -676064.562500 Penalty: 2784.377686
	Iteration 31Q: 3 clusters Score -676064.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -676069.812500 Penalty: 2784.377686
	Iteration 32Q: 3 clusters Score -676069.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -676075.000000 Penalty: 2784.377686
	Iteration 33Q: 3 clusters Score -676075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -676078.937500 Penalty: 2784.377686
	Iteration 34Q: 3 clusters Score -676078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -676081.687500 Penalty: 2784.377686
	Iteration 35Q: 3 clusters Score -676081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -676082.562500 Penalty: 2784.377686
	Iteration 36Q: 3 clusters Score -676082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -676083.437500 Penalty: 2784.377686
	Iteration 37Q: 3 clusters Score -676083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -676084.875000 Penalty: 2784.377686
	Iteration 38Q: 3 clusters Score -676084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -676086.187500 Penalty: 2784.377686
	Iteration 39Q: 3 clusters Score -676086.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -676087.750000 Penalty: 2784.377686
	Iteration 40F: 3 clusters Score -676087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -676088.750000 Penalty: 2784.377686
	Iteration 41Q: 3 clusters Score -676088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -676089.500000 Penalty: 2784.377686
	Iteration 42Q: 3 clusters Score -676089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -676090.562500 Penalty: 2784.377686
	Iteration 43Q: 3 clusters Score -676090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -676092.750000 Penalty: 2784.377686
	Iteration 44Q: 3 clusters Score -676092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -676093.312500 Penalty: 2784.377686
	Iteration 45Q: 3 clusters Score -676093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -676094.062500 Penalty: 2784.377686
	Iteration 46Q: 3 clusters Score -676094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -676097.000000 Penalty: 2784.377686
	Iteration 47Q: 3 clusters Score -676097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -676096.312500 Penalty: 2784.377686
	Iteration 48Q: 3 clusters Score -676096.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -676098.437500 Penalty: 2784.377686
	Iteration 49Q: 3 clusters Score -676098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -676098.562500 Penalty: 2784.377686
	Iteration 50Q: 3 clusters Score -676098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -676099.750000 Penalty: 2784.377686
	Iteration 51Q: 3 clusters Score -676099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -676099.750000 Penalty: 2784.377686
	Iteration 52F: 3 clusters Score -676099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Entering Unmasked Estep 
Score: -1887263.000000 Penalty: 1565.680054
	Iteration 0F: 2 clusters Score -1887263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1876669.875000 Penalty: 3131.360107
	Iteration 0F: 3 clusters Score -1876670 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1880383.000000 Penalty: 3131.360107
	Iteration 1F: 3 clusters Score -1880383 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1880694.250000 Penalty: 3131.360107
	Iteration 2F: 3 clusters Score -1880694 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1881012.250000 Penalty: 3131.360107
	Iteration 3Q: 3 clusters Score -1881012 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1881357.875000 Penalty: 3131.360107
	Iteration 4Q: 3 clusters Score -1881358 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1881776.250000 Penalty: 3131.360107
	Iteration 5Q: 3 clusters Score -1881776 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1882306.125000 Penalty: 3131.360107
	Iteration 6Q: 3 clusters Score -1882306 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1882891.250000 Penalty: 3131.360107
	Iteration 7Q: 3 clusters Score -1882891 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1883420.625000 Penalty: 3131.360107
	Iteration 8Q: 3 clusters Score -1883421 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1883878.250000 Penalty: 3131.360107
	Iteration 9Q: 3 clusters Score -1883878 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1884167.875000 Penalty: 3131.360107
	Iteration 10Q: 3 clusters Score -1884168 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1884397.500000 Penalty: 3131.360107
	Iteration 11Q: 3 clusters Score -1884398 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1884573.125000 Penalty: 3131.360107
	Iteration 12Q: 3 clusters Score -1884573 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1884693.625000 Penalty: 3131.360107
	Iteration 13Q: 3 clusters Score -1884694 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1884758.875000 Penalty: 3131.360107
	Iteration 14Q: 3 clusters Score -1884759 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1884798.250000 Penalty: 3131.360107
	Iteration 15Q: 3 clusters Score -1884798 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1884844.000000 Penalty: 3131.360107
	Iteration 16Q: 3 clusters Score -1884844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1884882.875000 Penalty: 3131.360107
	Iteration 17Q: 3 clusters Score -1884883 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1884920.375000 Penalty: 3131.360107
	Iteration 18Q: 3 clusters Score -1884920 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1884944.750000 Penalty: 3131.360107
	Iteration 19Q: 3 clusters Score -1884945 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1884965.375000 Penalty: 3131.360107
	Iteration 20F: 3 clusters Score -1884965 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1885002.500000 Penalty: 3131.360107
	Iteration 21Q: 3 clusters Score -1885002 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1885046.125000 Penalty: 3131.360107
	Iteration 22Q: 3 clusters Score -1885046 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1885093.875000 Penalty: 3131.360107
	Iteration 23Q: 3 clusters Score -1885094 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1885153.250000 Penalty: 3131.360107
	Iteration 24Q: 3 clusters Score -1885153 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1885225.000000 Penalty: 3131.360107
	Iteration 25Q: 3 clusters Score -1885225 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1885293.625000 Penalty: 3131.360107
	Iteration 26Q: 3 clusters Score -1885294 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1885377.125000 Penalty: 3131.360107
	Iteration 27Q: 3 clusters Score -1885377 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1885436.500000 Penalty: 3131.360107
	Iteration 28Q: 3 clusters Score -1885436 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1885516.250000 Penalty: 3131.360107
	Iteration 29Q: 3 clusters Score -1885516 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1885598.875000 Penalty: 3131.360107
	Iteration 30Q: 3 clusters Score -1885599 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1885650.125000 Penalty: 3131.360107
	Iteration 31Q: 3 clusters Score -1885650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1885698.500000 Penalty: 3131.360107
	Iteration 32Q: 3 clusters Score -1885698 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1885733.625000 Penalty: 3131.360107
	Iteration 33Q: 3 clusters Score -1885734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1885763.250000 Penalty: 3131.360107
	Iteration 34Q: 3 clusters Score -1885763 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1885792.125000 Penalty: 3131.360107
	Iteration 35Q: 3 clusters Score -1885792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1885809.625000 Penalty: 3131.360107
	Iteration 36Q: 3 clusters Score -1885810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1885830.375000 Penalty: 3131.360107
	Iteration 37Q: 3 clusters Score -1885830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1885847.625000 Penalty: 3131.360107
	Iteration 38Q: 3 clusters Score -1885848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1885867.750000 Penalty: 3131.360107
	Iteration 39Q: 3 clusters Score -1885868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1885885.000000 Penalty: 3131.360107
	Iteration 40F: 3 clusters Score -1885885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1885899.875000 Penalty: 3131.360107
	Iteration 41Q: 3 clusters Score -1885900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1885912.125000 Penalty: 3131.360107
	Iteration 42Q: 3 clusters Score -1885912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1885926.875000 Penalty: 3131.360107
	Iteration 43Q: 3 clusters Score -1885927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1885929.750000 Penalty: 3131.360107
	Iteration 44Q: 3 clusters Score -1885930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1885934.750000 Penalty: 3131.360107
	Iteration 45Q: 3 clusters Score -1885935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1885942.250000 Penalty: 3131.360107
	Iteration 46Q: 3 clusters Score -1885942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1885943.375000 Penalty: 3131.360107
	Iteration 47Q: 3 clusters Score -1885943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1885952.000000 Penalty: 3131.360107
	Iteration 48Q: 3 clusters Score -1885952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1885956.250000 Penalty: 3131.360107
	Iteration 49Q: 3 clusters Score -1885956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1885964.250000 Penalty: 3131.360107
	Iteration 50Q: 3 clusters Score -1885964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1885966.250000 Penalty: 3131.360107
	Iteration 51Q: 3 clusters Score -1885966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1885971.125000 Penalty: 3131.360107
	Iteration 52Q: 3 clusters Score -1885971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1885972.625000 Penalty: 3131.360107
	Iteration 53Q: 3 clusters Score -1885973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1885978.500000 Penalty: 3131.360107
	Iteration 54Q: 3 clusters Score -1885978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1885979.375000 Penalty: 3131.360107
	Iteration 55Q: 3 clusters Score -1885979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1885984.250000 Penalty: 3131.360107
	Iteration 56Q: 3 clusters Score -1885984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1885983.125000 Penalty: 3131.360107
	Iteration 57Q: 3 clusters Score -1885983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1885985.375000 Penalty: 3131.360107
	Iteration 58Q: 3 clusters Score -1885985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1885988.250000 Penalty: 3131.360107
	Iteration 59Q: 3 clusters Score -1885988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1885989.375000 Penalty: 3131.360107
	Iteration 60F: 3 clusters Score -1885989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1885991.500000 Penalty: 3131.360107
	Iteration 61Q: 3 clusters Score -1885992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1885996.375000 Penalty: 3131.360107
	Iteration 62Q: 3 clusters Score -1885996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1886001.000000 Penalty: 3131.360107
	Iteration 63Q: 3 clusters Score -1886001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1886000.125000 Penalty: 3131.360107
	Iteration 64Q: 3 clusters Score -1886000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1886003.500000 Penalty: 3131.360107
	Iteration 65Q: 3 clusters Score -1886004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1886004.375000 Penalty: 3131.360107
	Iteration 66Q: 3 clusters Score -1886004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1886010.625000 Penalty: 3131.360107
	Iteration 67Q: 3 clusters Score -1886011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1886012.625000 Penalty: 3131.360107
	Iteration 68Q: 3 clusters Score -1886013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1886014.875000 Penalty: 3131.360107
	Iteration 69Q: 3 clusters Score -1886015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1886018.250000 Penalty: 3131.360107
	Iteration 70Q: 3 clusters Score -1886018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1886019.000000 Penalty: 3131.360107
	Iteration 71Q: 3 clusters Score -1886019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1886023.250000 Penalty: 3131.360107
	Iteration 72Q: 3 clusters Score -1886023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1886024.625000 Penalty: 3131.360107
	Iteration 73Q: 3 clusters Score -1886025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1886027.000000 Penalty: 3131.360107
	Iteration 74Q: 3 clusters Score -1886027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1886027.250000 Penalty: 3131.360107
	Iteration 75Q: 3 clusters Score -1886027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1886027.250000 Penalty: 3131.360107
	Iteration 76Q: 3 clusters Score -1886027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1886024.375000 Penalty: 3131.360107
	Iteration 77Q: 3 clusters Score -1886024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1886027.625000 Penalty: 3131.360107
	Iteration 78Q: 3 clusters Score -1886028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1886029.000000 Penalty: 3131.360107
	Iteration 79Q: 3 clusters Score -1886029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1886027.875000 Penalty: 3131.360107
	Iteration 80F: 3 clusters Score -1886028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1886025.625000 Penalty: 3131.360107
	Iteration 81Q: 3 clusters Score -1886026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1886028.375000 Penalty: 3131.360107
	Iteration 82Q: 3 clusters Score -1886028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1886030.250000 Penalty: 3131.360107
	Iteration 83Q: 3 clusters Score -1886030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1886029.000000 Penalty: 3131.360107
	Iteration 84Q: 3 clusters Score -1886029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1886029.000000 Penalty: 3131.360107
	Iteration 85Q: 3 clusters Score -1886029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1886027.750000 Penalty: 3131.360107
	Iteration 86Q: 3 clusters Score -1886028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1886029.625000 Penalty: 3131.360107
	Iteration 87Q: 3 clusters Score -1886030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1886028.500000 Penalty: 3131.360107
	Iteration 88Q: 3 clusters Score -1886028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1886028.500000 Penalty: 3131.360107
	Iteration 89F: 3 clusters Score -1886028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Entering Unmasked Estep 
Score: -9447366.000000 Penalty: 1824.545654
	Iteration 0F: 2 clusters Score -9447366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -9398659.000000 Penalty: 3649.091309
	Iteration 0F: 3 clusters Score -9398659 nChanged 35819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -9418952.000000 Penalty: 3649.091309
	Iteration 1F: 3 clusters Score -9418952 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -9419466.000000 Penalty: 3649.091309
	Iteration 2Q: 3 clusters Score -9419466 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -9420180.000000 Penalty: 3649.091309
	Iteration 3Q: 3 clusters Score -9420180 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -9421017.000000 Penalty: 3649.091309
	Iteration 4Q: 3 clusters Score -9421017 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -9422365.000000 Penalty: 3649.091309
	Iteration 5Q: 3 clusters Score -9422365 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -9424244.000000 Penalty: 3649.091309
	Iteration 6Q: 3 clusters Score -9424244 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -9427332.000000 Penalty: 3649.091309
	Iteration 7F: 3 clusters Score -9427332 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -9431510.000000 Penalty: 3649.091309
	Iteration 8F: 3 clusters Score -9431510 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -9436234.000000 Penalty: 3649.091309
	Iteration 9F: 3 clusters Score -9436234 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -9440077.000000 Penalty: 3649.091309
	Iteration 10F: 3 clusters Score -9440077 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -9442708.000000 Penalty: 3649.091309
	Iteration 11Q: 3 clusters Score -9442708 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -9444300.000000 Penalty: 3649.091309
	Iteration 12Q: 3 clusters Score -9444300 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -9445167.000000 Penalty: 3649.091309
	Iteration 13Q: 3 clusters Score -9445167 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -9445517.000000 Penalty: 3649.091309
	Iteration 14Q: 3 clusters Score -9445517 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -9445704.000000 Penalty: 3649.091309
	Iteration 15Q: 3 clusters Score -9445704 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -9445828.000000 Penalty: 3649.091309
	Iteration 16Q: 3 clusters Score -9445828 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -9445875.000000 Penalty: 3649.091309
	Iteration 17Q: 3 clusters Score -9445875 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -9445913.000000 Penalty: 3649.091309
	Iteration 18Q: 3 clusters Score -9445913 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -9445939.000000 Penalty: 3649.091309
	Iteration 19Q: 3 clusters Score -9445939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -9445936.000000 Penalty: 3649.091309
	Iteration 20F: 3 clusters Score -9445936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 74673 members 
Entering Unmasked Estep 
Score: -9445941.000000 Penalty: 3649.091309
	Iteration 21Q: 3 clusters Score -9445941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -9445954.000000 Penalty: 3649.091309
	Iteration 22Q: 3 clusters Score -9445954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -9445963.000000 Penalty: 3649.091309
	Iteration 23Q: 3 clusters Score -9445963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 74728 members 
Entering Unmasked Estep 
Score: -9445960.000000 Penalty: 3649.091309
	Iteration 24Q: 3 clusters Score -9445960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -9445968.000000 Penalty: 3649.091309
	Iteration 25Q: 3 clusters Score -9445968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -9445985.000000 Penalty: 3649.091309
	Iteration 26Q: 3 clusters Score -9445985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 74759 members 
Entering Unmasked Estep 
Score: -9445974.000000 Penalty: 3649.091309
	Iteration 27Q: 3 clusters Score -9445974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -9445982.000000 Penalty: 3649.091309
	Iteration 28Q: 3 clusters Score -9445982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -9445986.000000 Penalty: 3649.091309
	Iteration 29Q: 3 clusters Score -9445986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -9446000.000000 Penalty: 3649.091309
	Iteration 30Q: 3 clusters Score -9446000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -9446004.000000 Penalty: 3649.091309
	Iteration 31Q: 3 clusters Score -9446004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -9446008.000000 Penalty: 3649.091309
	Iteration 32Q: 3 clusters Score -9446008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -9446007.000000 Penalty: 3649.091309
	Iteration 33Q: 3 clusters Score -9446007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -9446014.000000 Penalty: 3649.091309
	Iteration 34Q: 3 clusters Score -9446014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -9446019.000000 Penalty: 3649.091309
	Iteration 35Q: 3 clusters Score -9446019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74794 members 
Entering Unmasked Estep 
Score: -9446015.000000 Penalty: 3649.091309
	Iteration 36Q: 3 clusters Score -9446015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -9446023.000000 Penalty: 3649.091309
	Iteration 37Q: 3 clusters Score -9446023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -9446015.000000 Penalty: 3649.091309
	Iteration 38Q: 3 clusters Score -9446015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -9446023.000000 Penalty: 3649.091309
	Iteration 39Q: 3 clusters Score -9446023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -9446021.000000 Penalty: 3649.091309
	Iteration 40F: 3 clusters Score -9446021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -9446022.000000 Penalty: 3649.091309
	Iteration 41Q: 3 clusters Score -9446022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -9446018.000000 Penalty: 3649.091309
	Iteration 42Q: 3 clusters Score -9446018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -9446018.000000 Penalty: 3649.091309
	Iteration 43F: 3 clusters Score -9446018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -713765.125000 Penalty: 1401.761963
	Iteration 0F: 2 clusters Score -713765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -709412.875000 Penalty: 2803.523926
	Iteration 0F: 3 clusters Score -709412.9 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -710617.062500 Penalty: 2803.523926
	Iteration 1F: 3 clusters Score -710617.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -710795.250000 Penalty: 2803.523926
	Iteration 2F: 3 clusters Score -710795.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -710960.000000 Penalty: 2803.523926
	Iteration 3F: 3 clusters Score -710960 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -711107.562500 Penalty: 2803.523926
	Iteration 4Q: 3 clusters Score -711107.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -711233.625000 Penalty: 2803.523926
	Iteration 5Q: 3 clusters Score -711233.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -711375.062500 Penalty: 2803.523926
	Iteration 6Q: 3 clusters Score -711375.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -711524.062500 Penalty: 2803.523926
	Iteration 7Q: 3 clusters Score -711524.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -711696.062500 Penalty: 2803.523926
	Iteration 8Q: 3 clusters Score -711696.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -711881.187500 Penalty: 2803.523926
	Iteration 9Q: 3 clusters Score -711881.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -712055.250000 Penalty: 2803.523926
	Iteration 10Q: 3 clusters Score -712055.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -712232.937500 Penalty: 2803.523926
	Iteration 11Q: 3 clusters Score -712232.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -712390.375000 Penalty: 2803.523926
	Iteration 12Q: 3 clusters Score -712390.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -712526.625000 Penalty: 2803.523926
	Iteration 13Q: 3 clusters Score -712526.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -712637.687500 Penalty: 2803.523926
	Iteration 14Q: 3 clusters Score -712637.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -712771.312500 Penalty: 2803.523926
	Iteration 15Q: 3 clusters Score -712771.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -712878.375000 Penalty: 2803.523926
	Iteration 16Q: 3 clusters Score -712878.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -712980.062500 Penalty: 2803.523926
	Iteration 17Q: 3 clusters Score -712980.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -713060.125000 Penalty: 2803.523926
	Iteration 18Q: 3 clusters Score -713060.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -713119.562500 Penalty: 2803.523926
	Iteration 19Q: 3 clusters Score -713119.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -713176.312500 Penalty: 2803.523926
	Iteration 20F: 3 clusters Score -713176.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -713211.562500 Penalty: 2803.523926
	Iteration 21Q: 3 clusters Score -713211.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -713241.562500 Penalty: 2803.523926
	Iteration 22Q: 3 clusters Score -713241.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -713269.562500 Penalty: 2803.523926
	Iteration 23Q: 3 clusters Score -713269.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -713290.125000 Penalty: 2803.523926
	Iteration 24Q: 3 clusters Score -713290.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -713304.312500 Penalty: 2803.523926
	Iteration 25Q: 3 clusters Score -713304.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -713317.000000 Penalty: 2803.523926
	Iteration 26Q: 3 clusters Score -713317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -713329.437500 Penalty: 2803.523926
	Iteration 27Q: 3 clusters Score -713329.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -713340.937500 Penalty: 2803.523926
	Iteration 28Q: 3 clusters Score -713340.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -713350.437500 Penalty: 2803.523926
	Iteration 29Q: 3 clusters Score -713350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -713357.250000 Penalty: 2803.523926
	Iteration 30Q: 3 clusters Score -713357.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -713363.187500 Penalty: 2803.523926
	Iteration 31Q: 3 clusters Score -713363.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -713372.250000 Penalty: 2803.523926
	Iteration 32Q: 3 clusters Score -713372.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -713377.750000 Penalty: 2803.523926
	Iteration 33Q: 3 clusters Score -713377.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -713379.187500 Penalty: 2803.523926
	Iteration 34Q: 3 clusters Score -713379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -713382.375000 Penalty: 2803.523926
	Iteration 35Q: 3 clusters Score -713382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -713384.875000 Penalty: 2803.523926
	Iteration 36Q: 3 clusters Score -713384.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -713386.000000 Penalty: 2803.523926
	Iteration 37Q: 3 clusters Score -713386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -713388.250000 Penalty: 2803.523926
	Iteration 38Q: 3 clusters Score -713388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -713389.375000 Penalty: 2803.523926
	Iteration 39Q: 3 clusters Score -713389.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -713391.375000 Penalty: 2803.523926
	Iteration 40F: 3 clusters Score -713391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -713391.875000 Penalty: 2803.523926
	Iteration 41Q: 3 clusters Score -713391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -713393.000000 Penalty: 2803.523926
	Iteration 42Q: 3 clusters Score -713393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -713393.437500 Penalty: 2803.523926
	Iteration 43Q: 3 clusters Score -713393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -713395.625000 Penalty: 2803.523926
	Iteration 44Q: 3 clusters Score -713395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -713398.187500 Penalty: 2803.523926
	Iteration 45Q: 3 clusters Score -713398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -713400.062500 Penalty: 2803.523926
	Iteration 46Q: 3 clusters Score -713400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -713400.187500 Penalty: 2803.523926
	Iteration 47Q: 3 clusters Score -713400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -713401.062500 Penalty: 2803.523926
	Iteration 48Q: 3 clusters Score -713401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -713402.125000 Penalty: 2803.523926
	Iteration 49Q: 3 clusters Score -713402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -713402.125000 Penalty: 2803.523926
	Iteration 50F: 3 clusters Score -713402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Entering Unmasked Estep 
Score: -4608869.500000 Penalty: 1706.270142
	Iteration 0F: 2 clusters Score -4608870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4584476.000000 Penalty: 3412.540283
	Iteration 0F: 3 clusters Score -4584476 nChanged 16892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -4594079.500000 Penalty: 3412.540283
	Iteration 1F: 3 clusters Score -4594080 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4594622.500000 Penalty: 3412.540283
	Iteration 2Q: 3 clusters Score -4594622 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -4595258.500000 Penalty: 3412.540283
	Iteration 3Q: 3 clusters Score -4595258 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -4596212.500000 Penalty: 3412.540283
	Iteration 4Q: 3 clusters Score -4596212 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -4597576.000000 Penalty: 3412.540283
	Iteration 5F: 3 clusters Score -4597576 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -4599380.500000 Penalty: 3412.540283
	Iteration 6F: 3 clusters Score -4599380 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -4601014.500000 Penalty: 3412.540283
	Iteration 7F: 3 clusters Score -4601014 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4602251.000000 Penalty: 3412.540283
	Iteration 8F: 3 clusters Score -4602251 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -4602989.000000 Penalty: 3412.540283
	Iteration 9Q: 3 clusters Score -4602989 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4603452.000000 Penalty: 3412.540283
	Iteration 10Q: 3 clusters Score -4603452 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -4603817.000000 Penalty: 3412.540283
	Iteration 11Q: 3 clusters Score -4603817 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4604144.000000 Penalty: 3412.540283
	Iteration 12Q: 3 clusters Score -4604144 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4604461.500000 Penalty: 3412.540283
	Iteration 13Q: 3 clusters Score -4604462 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -4604742.500000 Penalty: 3412.540283
	Iteration 14Q: 3 clusters Score -4604742 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -4604988.500000 Penalty: 3412.540283
	Iteration 15Q: 3 clusters Score -4604988 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4605202.500000 Penalty: 3412.540283
	Iteration 16Q: 3 clusters Score -4605202 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4605369.500000 Penalty: 3412.540283
	Iteration 17Q: 3 clusters Score -4605370 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -4605526.000000 Penalty: 3412.540283
	Iteration 18Q: 3 clusters Score -4605526 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -4605673.000000 Penalty: 3412.540283
	Iteration 19Q: 3 clusters Score -4605673 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4605801.000000 Penalty: 3412.540283
	Iteration 20F: 3 clusters Score -4605801 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4605951.500000 Penalty: 3412.540283
	Iteration 21Q: 3 clusters Score -4605952 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -4606107.000000 Penalty: 3412.540283
	Iteration 22Q: 3 clusters Score -4606107 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4606215.500000 Penalty: 3412.540283
	Iteration 23Q: 3 clusters Score -4606216 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4606338.000000 Penalty: 3412.540283
	Iteration 24Q: 3 clusters Score -4606338 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4606451.500000 Penalty: 3412.540283
	Iteration 25Q: 3 clusters Score -4606452 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4606602.500000 Penalty: 3412.540283
	Iteration 26Q: 3 clusters Score -4606602 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4606736.500000 Penalty: 3412.540283
	Iteration 27Q: 3 clusters Score -4606736 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4606870.500000 Penalty: 3412.540283
	Iteration 28Q: 3 clusters Score -4606870 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4606965.500000 Penalty: 3412.540283
	Iteration 29Q: 3 clusters Score -4606966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4607024.000000 Penalty: 3412.540283
	Iteration 30Q: 3 clusters Score -4607024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -4607069.000000 Penalty: 3412.540283
	Iteration 31Q: 3 clusters Score -4607069 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4607114.500000 Penalty: 3412.540283
	Iteration 32Q: 3 clusters Score -4607114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4607160.000000 Penalty: 3412.540283
	Iteration 33Q: 3 clusters Score -4607160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4607209.500000 Penalty: 3412.540283
	Iteration 34Q: 3 clusters Score -4607210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -4607237.500000 Penalty: 3412.540283
	Iteration 35Q: 3 clusters Score -4607238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4607264.500000 Penalty: 3412.540283
	Iteration 36Q: 3 clusters Score -4607264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4607290.500000 Penalty: 3412.540283
	Iteration 37Q: 3 clusters Score -4607290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4607295.000000 Penalty: 3412.540283
	Iteration 38Q: 3 clusters Score -4607295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4607314.000000 Penalty: 3412.540283
	Iteration 39Q: 3 clusters Score -4607314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4607325.500000 Penalty: 3412.540283
	Iteration 40F: 3 clusters Score -4607326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -4607334.000000 Penalty: 3412.540283
	Iteration 41Q: 3 clusters Score -4607334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4607338.000000 Penalty: 3412.540283
	Iteration 42Q: 3 clusters Score -4607338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4607342.000000 Penalty: 3412.540283
	Iteration 43Q: 3 clusters Score -4607342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -4607346.000000 Penalty: 3412.540283
	Iteration 44Q: 3 clusters Score -4607346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4607359.000000 Penalty: 3412.540283
	Iteration 45Q: 3 clusters Score -4607359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -4607367.500000 Penalty: 3412.540283
	Iteration 46Q: 3 clusters Score -4607368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4607375.000000 Penalty: 3412.540283
	Iteration 47Q: 3 clusters Score -4607375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4607374.500000 Penalty: 3412.540283
	Iteration 48Q: 3 clusters Score -4607374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4607374.500000 Penalty: 3412.540283
	Iteration 49Q: 3 clusters Score -4607374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4607382.000000 Penalty: 3412.540283
	Iteration 50Q: 3 clusters Score -4607382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4607377.000000 Penalty: 3412.540283
	Iteration 51Q: 3 clusters Score -4607377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4607379.000000 Penalty: 3412.540283
	Iteration 52Q: 3 clusters Score -4607379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4607383.000000 Penalty: 3412.540283
	Iteration 53Q: 3 clusters Score -4607383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4607385.500000 Penalty: 3412.540283
	Iteration 54Q: 3 clusters Score -4607386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4607388.000000 Penalty: 3412.540283
	Iteration 55Q: 3 clusters Score -4607388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4607384.500000 Penalty: 3412.540283
	Iteration 56Q: 3 clusters Score -4607384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4607385.500000 Penalty: 3412.540283
	Iteration 57Q: 3 clusters Score -4607386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4607386.500000 Penalty: 3412.540283
	Iteration 58Q: 3 clusters Score -4607386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4607386.500000 Penalty: 3412.540283
	Iteration 59F: 3 clusters Score -4607386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -15168.357422 Penalty: 853.494446
	Iteration 0F: 2 clusters Score -15168.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14615.021484 Penalty: 1706.988892
	Iteration 0F: 3 clusters Score -14615.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14777.492188 Penalty: 1706.988892
	Iteration 1F: 3 clusters Score -14777.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14859.823242 Penalty: 1706.988892
	Iteration 2F: 3 clusters Score -14859.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14879.256836 Penalty: 1706.988892
	Iteration 3Q: 3 clusters Score -14879.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14894.348633 Penalty: 1706.988892
	Iteration 4Q: 3 clusters Score -14894.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14898.067383 Penalty: 1706.988892
	Iteration 5Q: 3 clusters Score -14898.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14898.067383 Penalty: 1706.988892
	Iteration 6F: 3 clusters Score -14898.07 nChanged 0
--- Evaluating fit on full set of 1577819 points ---
Entering Unmasked Estep 
Score: -198071712.000000 Penalty: 39425.167969
25->18 Clusters: Score -198071712.000000, best is -198131216.000000

Main iterations: 0 (time per=infms)
Total iterations: 47902 (time per=272.514942ms)
Iterations metric 2: 1758850449408.000000 (time per=7.421899ns)
Iterations metric 3: 42212813438976.000000 (time per=309.242850ps)

That took 13054.010742 seconds.
